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aws_open_datasets.tsv
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aws_open_datasets.tsv
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Name Description ARN Region Type Documentation Contact ManagedBy UpdateFrequency License Tags Explore RequesterPays ControlledAccess AccountRequired Host
(EXPERIMENTAL) NOAA GraphCast Global Forecast System (GFS) (EXPERIMENTAL) New data notifications for GraphCast GFS, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewNWSGRAPHCASTGFSObject us-east-1 SNS Topic For the NOAA Product, https://graphcastgfs.readthedocs.io/en/latest/index.html a For questions regarding data content or quality, visit [the NOAA EMC Github site [NOAA](http://www.noaa.gov/) 4 times a day at 00Z, 06Z, 12Z and 18Z NOAA's GraphCast GFS products are released under CC0 license. The products in th aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather
(EXPERIMENTAL) NOAA GraphCast Global Forecast System (GFS) (EXPERIMENTAL) GraphCast GFS data arn:aws:s3:::noaa-nws-graphcastgfs-pds us-east-1 S3 Bucket For the NOAA Product, https://graphcastgfs.readthedocs.io/en/latest/index.html a For questions regarding data content or quality, visit [the NOAA EMC Github site [NOAA](http://www.noaa.gov/) 4 times a day at 00Z, 06Z, 12Z and 18Z NOAA's GraphCast GFS products are released under CC0 license. The products in th aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather ['[Browse Bucket](https://noaa-nws-graphcastgfs-pds.s3.amazonaws.com/index.html)']
1000 Genomes http://wwwinternationalgenomeorg/formats arn:aws:s3:::1000genomes us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/1000genomes http://www.internationalgenome.org/contact National Institutes of Health Not updated Data from the 1000 Genomes Project is now available without embargo, following t aws-pds, genetic, genomic, life sciences, whole genome sequencing, fastq
1000 Genomes Phase 3 Reanalysis with DRAGEN 3.5, 3.7, 4.0, and 4.2 BAM, SNV-vcf, SNV-gvcf, STR-vcf, STR-bam, SV-vcf, ROH-vcf, CNV-vcf, CNV-bw, metr arn:aws:s3:::1000genomes-dragen us-west-2 S3 Bucket [DRAGEN Support Resources](https://support.illumina.com/sequencing/sequencing_so [Illumina, Inc.](mailto:support@illumina.com) [Illumina, Inc.](https://www.illumina.com/products/by-type/informatics-products/ Files may be updated subsequent to changes to the 1000 Genomes Project data set TBD aws-pds, bam, bioinformatics, biology, cram, genetic, genomic, genotyping, life sciences, machine learning, population genetics, short read sequencing, structural variation, tertiary analysis, variant annotation, whole genome sequencing
1000 Genomes Phase 3 Reanalysis with DRAGEN 3.5, 3.7, 4.0, and 4.2 BAM, SNV-vcf, SNV-gvcf, STR-vcf, STR-bam, SV-vcf, ROH-vcf, CNV-vcf, CNV-bw, cyp2 arn:aws:s3:::1000genomes-dragen-3.7.6 us-west-2 S3 Bucket [DRAGEN Support Resources](https://support.illumina.com/sequencing/sequencing_so [Illumina, Inc.](mailto:support@illumina.com) [Illumina, Inc.](https://www.illumina.com/products/by-type/informatics-products/ Files may be updated subsequent to changes to the 1000 Genomes Project data set TBD aws-pds, bam, bioinformatics, biology, cram, genetic, genomic, genotyping, life sciences, machine learning, population genetics, short read sequencing, structural variation, tertiary analysis, variant annotation, whole genome sequencing
1000 Genomes Phase 3 Reanalysis with DRAGEN 3.5, 3.7, 4.0, and 4.2 BAM, SNV-vcf, SNV-gvcf, STR-vcf, STR-bam, SV-vcf, ROH-vcf, CNV-vcf, CNV-bw, cyp2 arn:aws:s3:::1000genomes-dragen-v3.7.6 us-east-1 S3 Bucket [DRAGEN Support Resources](https://support.illumina.com/sequencing/sequencing_so [Illumina, Inc.](mailto:support@illumina.com) [Illumina, Inc.](https://www.illumina.com/products/by-type/informatics-products/ Files may be updated subsequent to changes to the 1000 Genomes Project data set TBD aws-pds, bam, bioinformatics, biology, cram, genetic, genomic, genotyping, life sciences, machine learning, population genetics, short read sequencing, structural variation, tertiary analysis, variant annotation, whole genome sequencing
1000 Genomes Phase 3 Reanalysis with DRAGEN 3.5, 3.7, 4.0, and 4.2 CRAM, SNV-vcf, SNV-gvcf, STR-vcf, STR-bam, SV-vcf, ROH-vcf, CNV-vcf, CNV-bw, cyp arn:aws:s3:::1000genomes-dragen-v4.0.3 us-east-1 S3 Bucket [DRAGEN Support Resources](https://support.illumina.com/sequencing/sequencing_so [Illumina, Inc.](mailto:support@illumina.com) [Illumina, Inc.](https://www.illumina.com/products/by-type/informatics-products/ Files may be updated subsequent to changes to the 1000 Genomes Project data set TBD aws-pds, bam, bioinformatics, biology, cram, genetic, genomic, genotyping, life sciences, machine learning, population genetics, short read sequencing, structural variation, tertiary analysis, variant annotation, whole genome sequencing
1000 Genomes Phase 3 Reanalysis with DRAGEN 3.5, 3.7, 4.0, and 4.2 CRAM, SNV-vcf, SNV-gvcf, STR-vcf, STR-bam, SV-vcf, ROH-vcf, CNV-vcf, CNV-bw, cyp arn:aws:s3:::1000genomes-dragen-v4-2-7 us-east-1 S3 Bucket [DRAGEN Support Resources](https://support.illumina.com/sequencing/sequencing_so [Illumina, Inc.](mailto:support@illumina.com) [Illumina, Inc.](https://www.illumina.com/products/by-type/informatics-products/ Files may be updated subsequent to changes to the 1000 Genomes Project data set TBD aws-pds, bam, bioinformatics, biology, cram, genetic, genomic, genotyping, life sciences, machine learning, population genetics, short read sequencing, structural variation, tertiary analysis, variant annotation, whole genome sequencing
10m Annual Land Use Land Cover (9-class) 10m Annual Land Use Land Cover (9-class) arn:aws:s3:::io-10m-annual-lulc us-west-2 S3 Bucket https://www.impactobservatory.com/global_maps hello@impactobservatory.com [Impact Observatory](https://www.impactobservatory.com/) A new year is made available annually, each January. A new time series was provi [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) aws-pds, earth observation, environmental, geospatial, satellite imagery, sustainability, stac, cog, land cover, land use, machine learning, mapping, planetary ['[STAC 1.0.0 endpoint](https://api.impactobservatory.com/stac-aws/collections/io-10m-annual-lulc/items)']
1940 Census Population Schedules, Enumeration District Maps, and Enumeration District Descriptions 1940 Census arn:aws:s3:::nara-1940-census us-east-2 S3 Bucket https://www.archives.gov/developer/1940-census public.dataset.program@nara.gov National Archives and Records Administration (NARA) Not updated US Government work nara, census, archives, 1940 census, demography, aws-pds
1950 Census Population Schedules, Enumeration District Maps, and Enumeration District Descriptions 1950 Census arn:aws:s3:::nara-1950-census us-east-2 S3 Bucket https://www.archives.gov/developer/1950-census public.dataset.program@nara.gov National Archives and Records Administration (NARA) Not updated US Government work nara, census, archives, 1950 census, demography, aws-pds
2010 Census Production Settings Demographic and Housing Characteristics (DHC) Demonstration Noisy Measurement File 2010 Census Demographic and Housing Characteristics Noisy Measurement File arn:aws:s3:::uscb-2020-product-releases/decennial/dhc/2010/nmf/2010-dhc-nmf-county-partitioned us-west-2 S3 Bucket [2010 Census Production Settings Demographic and Housing Characteristics (DHC) D 2020DAS@census.gov [United States Census Bureau](http://www.census.gov/) Not Updated CC0 1.0 Universal aws-pds, census, differential privacy, disclosure avoidance, ethnicity, group quarters, hispanic, latino, housing, housing units, noisy measurements, population, race, redistricting, voting age
2010 Census Production Settings Demographic and Housing Characteristics (DHC) Demonstration Noisy Measurement File Census Open Data S3 Inventory arn:aws:s3:::uscb-opendata-inventory us-west-2 S3 Bucket [2010 Census Production Settings Demographic and Housing Characteristics (DHC) D 2020DAS@census.gov [United States Census Bureau](http://www.census.gov/) Not Updated CC0 1.0 Universal aws-pds, census, differential privacy, disclosure avoidance, ethnicity, group quarters, hispanic, latino, housing, housing units, noisy measurements, population, race, redistricting, voting age
2010 Census Production Settings Redistricting Data (P.L. 94-171) Demonstration Noisy Measurement File The 2010 Census Redistricting Data (PL 94-171) Noisy Measurement File arn:aws:s3:::uscb-2020-product-releases/decennial/redistricting/2010/nmf/2010-pl94-nmf-state-partitioned us-west-2 S3 Bucket [2010 Census Production Settings Redistricting Data (P.L. 94-171) Demonstration 2020DAS@census.gov [United States Census Bureau](http://www.census.gov/) Last updated November 10, 2023: Modifications to identifiers within the parquet CC0 1.0 Universal aws-pds, census, differential privacy, disclosure avoidance, ethnicity, group quarters, hispanic, latino, housing, housing units, noisy measurements, population, race, redistricting, voting age
2010 Census Production Settings Redistricting Data (P.L. 94-171) Demonstration Noisy Measurement File Census Open Data S3 Inventory arn:aws:s3:::uscb-opendata-inventory us-west-2 S3 Bucket [2010 Census Production Settings Redistricting Data (P.L. 94-171) Demonstration 2020DAS@census.gov [United States Census Bureau](http://www.census.gov/) Last updated November 10, 2023: Modifications to identifiers within the parquet CC0 1.0 Universal aws-pds, census, differential privacy, disclosure avoidance, ethnicity, group quarters, hispanic, latino, housing, housing units, noisy measurements, population, race, redistricting, voting age
2020 Census Demographic and Housing Characteristics (DHC) Noisy Measurement File The 2020 Census Demographic and Housing Characteristics Noisy Measurement File arn:aws:s3:::uscb-2020-product-releases/decennial/dhc/2020/nmf/2020-dhc-nmf us-west-2 S3 Bucket [Demographic and Housing Characteristics (DHC) Noisy Measurement File (2023-10-2 2020DAS@census.gov [United States Census Bureau](http://www.census.gov/) Not Updated CC0 1.0 Universal aws-pds, census, differential privacy, disclosure avoidance, ethnicity, group quarters, housing, housing units, noisy measurements, population, race, redistricting, voting age
2020 Census Demographic and Housing Characteristics (DHC) Noisy Measurement File Census Open Data S3 Inventory arn:aws:s3:::uscb-opendata-inventory us-west-2 S3 Bucket [Demographic and Housing Characteristics (DHC) Noisy Measurement File (2023-10-2 2020DAS@census.gov [United States Census Bureau](http://www.census.gov/) Not Updated CC0 1.0 Universal aws-pds, census, differential privacy, disclosure avoidance, ethnicity, group quarters, housing, housing units, noisy measurements, population, race, redistricting, voting age
2020 Census Redistricting Data (P.L. 94-171) Noisy Measurement File Census Open Data S3 Inventory arn:aws:s3:::uscb-opendata-inventory us-west-2 S3 Bucket [2020 Census Redistricting Data (P.L. 94-171) Noisy Measurement File README File 2020DAS@census.gov [United States Census Bureau](http://www.census.gov/) Not Updated CC0 1.0 Universal aws-pds, census, differential privacy, disclosure avoidance, ethnicity, group quarters, housing, housing units, noisy measurements, population, race, redistricting, voting age
2020 Census Redistricting Data (P.L. 94-171) Noisy Measurement File The 2020 Census Redistricting Data (PL 94-171) Noisy Measurement File arn:aws:s3:::uscb-2020-product-releases/decennial/redistricting/2020/nmf/2020-pl94-nmf-state-partitioned us-west-2 S3 Bucket [2020 Census Redistricting Data (P.L. 94-171) Noisy Measurement File README File 2020DAS@census.gov [United States Census Bureau](http://www.census.gov/) Not Updated CC0 1.0 Universal aws-pds, census, differential privacy, disclosure avoidance, ethnicity, group quarters, housing, housing units, noisy measurements, population, race, redistricting, voting age
2021 Amazon Last Mile Routing Research Challenge Dataset Dataset including training and testing data Folder almrrc2021_data_training inc arn:aws:s3:::amazon-last-mile-challenges us-west-2 S3 Bucket https://github.com/MIT-CAVE/rc-cli/blob/main/templates/data_structures.md lastmile-research-challenge@amazon.com [Amazon](https://www.amazon.com/) None Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. The material transportation, machine learning, deep learning, amazon.science, urban, analytics, geospatial, logistics, last mile, optimization, routing
3-Band Cryo Data | Wide-field Infrared Survey Explorer (WISE) "3-Band Cryo Single-exposure Image Sets: 392,879 calibrated 1024x1024 pix @275""/" arn:aws:s3:::nasa-irsa-wise/wise/cryo-3band us-west-2 S3 Bucket https://irsa.ipac.caltech.edu/Missions/wise.html https://irsa.ipac.caltech.edu/docs/help_desk.html NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca The WISE 3-Band Cryo Data Release has been finalized and will not be updated. https://irsa.ipac.caltech.edu/data_use_terms.html aws-pds, astronomy, imaging, satellite imagery, survey False False
3000 Rice Genomes Project http://s3amazonawscom/3kricegenome/README-snp_pipelinetxt arn:aws:s3:::3kricegenome us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/3kricegenome http://iric.irri.org/contact-us [International Rice Research Institute](https://www.irri.org/) Not updated This data is available for anyone to use under the terms of the Toronto Statemen agriculture, food security, aws-pds, genetic, genomic, life sciences
3DCoMPaT: Composition of Materials on Parts of 3D Things 3DCoMPaT Dataset arn:aws:s3:::3dcompat-dataset us-west-1 S3 Bucket https://3dcompat-dataset.org/ mohamed.elhoseiny@kaust.edu.sa, yuchen.li@kaust.edu.sa [Vision-CAIR, CEMSE, KAUST](https://cemse.kaust.edu.sa/vision-cair) Continually improving 3D annotations and renderings https://3dcompat-dataset.org/LICENSE aws-pds, computer vision, machine learning ['[Website](https://3dcompat-dataset.org/)']
4D Nucleome (4DN) Released and archived 4DNucleome data arn:aws:s3:::4dn-open-data-public us-east-1 S3 Bucket https://data.4dnucleome.org support@4dnucleome.org 4DN Data Coordination and Integration Center (4DN-DCIC) Daily External data users may freely download, analyze, and publish results based on a biology, bioinformatics, genetic, genomic, imaging, life sciences, aws-pds
A Global Drought and Flood Catalogue from 1950 to 2016 Global Drought and Flood Catalogue from 1950 to 2016 archive Files are in netcd arn:aws:s3:::global-drought-flood-catalogue us-west-2 S3 Bucket https://prep-next.github.io/data/GDFC/index.html For any questions regrading dataset, email Professor Xiaogang He at hexg@nus.edu [PREP-NexT Lab](https://github.com/PREP-NexT) No future updates planned. GDFC archive is made available under [CC BY-SA 4.0](https://creativecommons.org/ aws-pds, floods, global, netcdf, precipitation, near-surface specific humidity, near-surface air temperature ['[Browse Bucket](https://global-drought-flood-catalogue.s3.us-west-2.amazonaws.com/index.html)'] False
A Realistic Cyber Defense Dataset (CSE-CIC-IDS2018) Network traffic and log files arn:aws:s3:::cse-cic-ids2018 ca-central-1 S3 Bucket http://www.unb.ca/cic/datasets/ids-2018.html CIC@unb.ca Canadian Institute for Cybersecurity Annually http://www.unb.ca/cic/datasets/ids-2018.html aws-pds, network traffic, internet, intrusion detection, cyber security, aws-pds
A2D2: Audi Autonomous Driving Dataset http://a2d2audi arn:aws:s3:::aev-autonomous-driving-dataset eu-central-1 S3 Bucket http://a2d2.audi aevdrivingdataset@audi.de [Audi AG](http://a2d2.audi/) The dataset may be updated with additional or corrected data on a need-to-update https://creativecommons.org/licenses/by-nd/4.0/ autonomous vehicles, deep learning, computer vision, lidar, mapping, machine learning, robotics, aws-pds
AI2 Diagram Dataset (AI2D) Project data files in a public bucket arn:aws:s3:::ai2-public-datasets us-west-2 S3 Bucket https://allenai.org/data/diagrams info@allenai.org [Allen Institute for AI](https://allenai.org) Not updated [CC BY-SA](https://creativecommons.org/licenses/by-sa/4.0/) aws-pds, machine learning
AI2 Meaningful Citations Data Set Project data files in a public bucket arn:aws:s3:::ai2-public-datasets us-west-2 S3 Bucket https://allenai.org/data/meaningful-citations info@allenai.org [Allen Institute for AI](https://allenai.org) Not updated [CC BY](https://creativecommons.org/licenses/by/4.0) aws-pds, machine learning, csv
AI2 Reasoning Challenge (ARC) 2018 Project data files in a public bucket arn:aws:s3:::ai2-public-datasets us-west-2 S3 Bucket https://allenai.org/data/arc info@allenai.org [Allen Institute for AI](https://allenai.org) Not updated [CC BY-SA](https://creativecommons.org/licenses/by-sa/4.0/) aws-pds, machine learning, json, csv
AI2 TabMCQ: Multiple Choice Questions aligned with the Aristo Tablestore Project data files in a public bucket arn:aws:s3:::ai2-public-datasets/tablestore-questions/ us-west-2 S3 Bucket https://allenai.org/data/tablestore-questions info@allenai.org [Allen Institute for AI](https://allenai.org) Not updated [CC BY-SA](https://creativecommons.org/licenses/by-sa/4.0/) aws-pds, machine learning, natural language processing
AI2 Tablestore (November 2015 Snapshot) Project data files in a public bucket arn:aws:s3:::ai2-public-datasets/tablestore/ us-west-2 S3 Bucket https://allenai.org/data/tablestore info@allenai.org [Allen Institute for AI](https://allenai.org) Not updated [CC BY-SA](https://creativecommons.org/licenses/by-sa/4.0/) aws-pds, machine learning, natural language processing
ARPA-E PERFORM Forecast data Forecasts and Actuals for The Southwest Power Pool (SPP) arn:aws:s3:::arpa-e-perform/SPP/ us-west-2 S3 Bucket https://github.com/PERFORM-Forecasts/documentation https://github.com/openEDI/PERFORM-Forecasts/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar
ARPA-E PERFORM Forecast data Forecasts and Actuals for The Midcontinent Independent System Operator (MISO) arn:aws:s3:::arpa-e-perform/MISO/ us-west-2 S3 Bucket https://github.com/PERFORM-Forecasts/documentation https://github.com/openEDI/PERFORM-Forecasts/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar
ARPA-E PERFORM Forecast data Forecasts and Actuals for The New York Independent System Operator (NYISO) arn:aws:s3:::arpa-e-perform/NYISO/ us-west-2 S3 Bucket https://github.com/PERFORM-Forecasts/documentation https://github.com/openEDI/PERFORM-Forecasts/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar
ARPA-E PERFORM Forecast data Forecasts and Actuals for The Electric Reliability Council of Texas (ERCOT) arn:aws:s3:::arpa-e-perform/ERCOT/ us-west-2 S3 Bucket https://github.com/PERFORM-Forecasts/documentation https://github.com/openEDI/PERFORM-Forecasts/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar
ARPA-E PERFORM Forecast data ARPA-E PERFORM Forecast data arn:aws:s3:::arpa-e-perform/ us-west-2 S3 Bucket https://github.com/PERFORM-Forecasts/documentation https://github.com/openEDI/PERFORM-Forecasts/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar
ASF SAR Data Products for Disaster Events Notifications for new event data arn:aws:sns:us-west-2:654654592981:asf-event-data-object_created us-west-2 SNS Topic https://asf-event-data.s3.us-west-2.amazonaws.com/README.md https://asf.alaska.edu/asf/contact-us/ [The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/) Irregular, in response to disaster events This data falls under the terms and conditions of the [Creative Commons Zero (CC aws-pds, disaster response, satellite imagery, geospatial, cog, stac
ASF SAR Data Products for Disaster Events ASF Event data S3 bucket arn:aws:s3:::asf-event-data us-west-2 S3 Bucket https://asf-event-data.s3.us-west-2.amazonaws.com/README.md https://asf.alaska.edu/asf/contact-us/ [The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/) Irregular, in response to disaster events This data falls under the terms and conditions of the [Creative Commons Zero (CC aws-pds, disaster response, satellite imagery, geospatial, cog, stac ['[Browse Bucket](https://asf-event-data.s3.amazonaws.com/index.html)']
ASTER L1T Cloud-Optimized GeoTIFFs New image notifications arn:aws:sns:us-west-2:526859492376:aster-l1t-object_created us-west-2 SNS Topic https://github.com/awslabs/open-data-docs/tree/main/docs/aster-l1t opendata@descarteslabs.com [Descartes Labs](https://descarteslabs.com/) Daily There are no restrictions on the use of data, unless expressly identified prior aws-pds, earth observation, satellite imagery, geospatial, natural resource, sustainability, mining, cog
ASTER L1T Cloud-Optimized GeoTIFFs Imagery and metadata arn:aws:s3:::aster-l1t us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/aster-l1t opendata@descarteslabs.com [Descartes Labs](https://descarteslabs.com/) Daily There are no restrictions on the use of data, unless expressly identified prior aws-pds, earth observation, satellite imagery, geospatial, natural resource, sustainability, mining, cog False
AWS Public Blockchain Data AWS Public Blockchain Data arn:aws:s3:::aws-public-blockchain us-east-2 S3 Bucket https://github.com/aws-samples/digital-assets-examples/blob/main/analytics/ Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6 [Amazon Web Services](https://aws.amazon.com/) New data is delivered constantly to the current date folders as one Parquet file https://github.com/aws-samples/digital-assets-examples/blob/main/LICENSE amazon.science, bitcoin, blockchain
AWS iGenomes AWS-iGenomes S3 Bucket arn:aws:s3:::ngi-igenomes eu-west-1 S3 Bucket https://ewels.github.io/AWS-iGenomes/ https://github.com/ewels/AWS-iGenomes/issues [SciLifeLab](https://opensource.scilifelab.se/) New data are added when available. Multiple - please see [data origins](https://github.com/ewels/AWS-iGenomes#data- amazon.science, agriculture, biology, genetic, genomic, life sciences, reference index, Caenorhabditis elegans, Danio rerio, Homo sapiens, Mus musculus, Rattus norvegicus
Africa Soil Information Service (AfSIS) Soil Chemistry Paired wet and dry chemistry measurements for georeferenced soilscollected by t arn:aws:s3:::afsis us-east-1 S3 Bucket https://github.com/qedsoftware/afsis-soil-chem-tutorial afsis@qed.ai [QED](https://qed.ai/) As required "ODC Open Database License (""[ODbL](https://opendatacommons.org/licenses/odbl/sum" agriculture, aws-pds, environmental, food security, machine learning, life sciences
AgricultureVision Original dataset affiliated with the 2020 CVPR paper Dataset provided as a ser arn:aws:s3:::intelinair-data-releases/agriculture-vision/cvpr_paper_2020 us-east-1 S3 Bucket https://arxiv.org/abs/2001.01306 support@intelinair.com Intelinair, Inc. Periodically Provided in the bucket. aws-pds, aerial imagery, agriculture, computer vision, deep learning, machine learning False
AgricultureVision Dataset affiliated with the 2021 CVPR Agricutlure Vision Workshop This includ arn:aws:s3:::intelinair-data-releases/agriculture-vision/cvpr_challenge_2021 us-east-1 S3 Bucket https://arxiv.org/abs/2001.01306 support@intelinair.com Intelinair, Inc. Periodically Provided in the bucket. aws-pds, aerial imagery, agriculture, computer vision, deep learning, machine learning False
AgricultureVision Dataset affiliated with the 2021 CVPR Agricutlure Vision Workshop This includes arn:aws:s3:::intelinair-data-releases/agriculture-vision/cvpr_challenge_2021_full us-east-1 S3 Bucket https://arxiv.org/abs/2001.01306 support@intelinair.com Intelinair, Inc. Periodically Provided in the bucket. aws-pds, aerial imagery, agriculture, computer vision, deep learning, machine learning False
Airborne Object Tracking Dataset The training dataset is further split into smaller directories Each subdirector arn:aws:s3:::airborne-obj-detection-challenge-training us-east-1 S3 Bucket https://www.aicrowd.com/challenges/airborne-object-tracking-challenge airborne-object-tracking-challenge@amazon.com [Amazon](https://www.amazon.com/) Not updated Community Data License Agreement – Permissive, Version 1.0 https://cdla.dev/perm amazon.science, computer vision, deep learning, machine learning ['[Explore dataset](https://github.com/amazon-research/siam-mot/blob/main/readme/model_zoo.md)', '[README](https://gitlab.aicrowd.com/amazon-prime-air/airborne-detection-starter-kit/-/blob/master/docs/DATASET.md)']
All-Sky Data | Wide-field Infrared Survey Explorer (WISE) "All-Sky Single-exposure Image Sets: 1,491,686 calibrated 1024x1024 pix @275""/pi" arn:aws:s3:::nasa-irsa-wise/wise/allsky us-west-2 S3 Bucket https://irsa.ipac.caltech.edu/Missions/wise.html https://irsa.ipac.caltech.edu/docs/help_desk.html NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca The All-Sky Data Release has been finalized and will not be updated. https://irsa.ipac.caltech.edu/data_use_terms.html aws-pds, astronomy, imaging, satellite imagery, survey False False
AllWISE Data | Wide-field Infrared Survey Explorer (WISE) The AllWISE Images Atlas includes 18,240 4-band (34, 46, 12, 22 microns) calib arn:aws:s3:::nasa-irsa-wise/wise/allwise us-west-2 S3 Bucket https://irsa.ipac.caltech.edu/Missions/wise.html https://irsa.ipac.caltech.edu/docs/help_desk.html NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca The AllWISE Data Release has been finalized and will not be updated. However, th https://irsa.ipac.caltech.edu/data_use_terms.html aws-pds, astronomy, imaging, object detection, parquet, satellite imagery, survey False False
Allen Brain Observatory - Visual Coding AWS Public Data Set Project data files in a public bucket arn:aws:s3:::allen-brain-observatory us-west-2 S3 Bucket https://github.com/AllenInstitute/AllenSDK/wiki/Use-the-Allen-Brain-Observatory- awspublicdataset@alleninstitute.org [Allen Institute](http://www.alleninstitute.org/) Annually http://www.alleninstitute.org/legal/terms-use/ aws-pds, neurobiology, neuroimaging, image processing, imaging, life sciences, signal processing, electrophysiology, Mus musculus
Allen Brain Observatory - Visual Coding AWS Public Data Set SageMaker launch template with s3fs bucket mounts arn:aws:s3:::allen-brain-observatory-templates us-west-2 S3 Bucket https://github.com/AllenInstitute/AllenSDK/wiki/Use-the-Allen-Brain-Observatory- awspublicdataset@alleninstitute.org [Allen Institute](http://www.alleninstitute.org/) Annually http://www.alleninstitute.org/legal/terms-use/ aws-pds, neurobiology, neuroimaging, image processing, imaging, life sciences, signal processing, electrophysiology, Mus musculus
Allen Cell Imaging Collections Data files in a public bucket arn:aws:s3:::allencell us-east-1 S3 Bucket https://open.quiltdata.com/b/allencell cells@alleninstitute.org [Allen Institute for Cell Science](https://www.allencell.org) Biweekly https://www.allencell.org/terms-of-use.html aws-pds, life sciences, biology, cell imaging, cell biology, microscopy, image processing, machine learning, Homo sapiens
Allen Institute for Brain Science - Synaptic Physiology Public Data Set Database files used by aisynphys package arn:aws:s3:::allen-synphys us-west-2 S3 Bucket https://portal.brain-map.org/explore/connectivity/synaptic-physiology synapticphysiology@alleninstitute.org [Allen Institute](http://www.alleninstitute.org/) Finalized http://www.alleninstitute.org/legal/terms-use/ aws-pds, neurobiology, life sciences, signal processing, electrophysiology, Mus musculus, Homo sapiens
Allen Institute for Neural Dynamics - Extracellular Electrophysiology Compression Benchmark Project data files in a public bucket arn:aws:s3:::aind-benchmark-data/ephys-compression us-west-2 S3 Bucket https://allenneuraldynamics.github.io/data.html#aind-benchmark-dataephys-compres aindopendata@alleninstitute.org [Allen Institute](http://neuraldynamics.alleninstitute.org/) Weekly CC-BY-4.0 aws-pds, neurobiology, life sciences, signal processing, electrophysiology, Mus musculus
Allen Institute for Neural Dynamics - Mouse Neuroanatomy and Physiology Data Project data files in a public bucket arn:aws:s3:::aind-open-data us-west-2 S3 Bucket https://allenneuraldynamics.github.io/data.html#aind-open-data aindopendata@alleninstitute.org [Allen Institute](http://neuraldynamics.alleninstitute.org/) Weekly CC-BY-4.0 aws-pds, neurobiology, neuroimaging, image processing, imaging, life sciences, signal processing, electrophysiology, Mus musculus
Allen Ivy Glioblastoma Atlas Project data files in a public bucket arn:aws:s3:::allen-ivy-glioblastoma-atlas us-west-2 S3 Bucket https://glioblastoma.alleninstitute.org/static/docs awspds@alleninstitute.org [Allen Institute](http://www.alleninstitute.org/) Never http://www.alleninstitute.org/legal/terms-use/ aws-pds, biology, genetic, gene expression, imaging, neurobiology, image processing, life sciences, machine learning, computer vision, cancer, glioblastoma, Homo sapiens
Allen Mouse Brain Atlas Project data files in a public bucket arn:aws:s3:::allen-mouse-brain-atlas us-west-2 S3 Bucket http://help.brain-map.org/display/mousebrain/Documentation awspds@alleninstitute.org [Allen Institute](http://www.alleninstitute.org/) Never http://www.alleninstitute.org/legal/terms-use/ aws-pds, biology, genetic, gene expression, imaging, neurobiology, image processing, life sciences, transcriptomics, Mus musculus
Amazon Berkeley Objects Dataset Product listings and metadata in gzip-compressed CSV and JSON, catalog images an arn:aws:s3:::amazon-berkeley-objects us-east-1 S3 Bucket https://amazon-berkeley-objects.s3.us-east-1.amazonaws.com/README.md amazon-berkeley-objects@amazon.com [Amazon](https://www.amazon.com/) Not updated Creative Commons Attribution-NonCommercial 4.0 (CC BY-NC 4.0) https://creativeco amazon.science, computer vision, deep learning, information retrieval, machine learning, machine translation ['[Explore dataset](https://amazon-berkeley-objects.s3.us-east-1.amazonaws.com/index.html)', '[README](https://amazon-berkeley-objects.s3.us-east-1.amazonaws.com/README.md)']
Amazon Bin Image Dataset Over 500,000 bin JPEG images and corresponding JSON metadata files describing it arn:aws:s3:::aft-vbi-pds us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/aft-vbi-pds amazon-bin-images@amazon.com [Amazon](https://www.amazon.com/) Not updated Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-N amazon.science, computer vision, machine learning ['[Browse Bucket](https://aft-vbi-pds.s3.amazonaws.com/index.html)']
Amazon Seller Contact Intent Sequence Amazon customer support contact intent sequence from sellers in an S3 bucket arn:aws:s3:::ascis us-west-2 S3 Bucket https://ascis.s3.us-west-2.amazonaws.com/README.md Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6 [Amazon](https://www.amazon.com/) None https://cdla.dev/permissive-1-0/ amazon.science, machine learning, temporal point process, Hawkes Process
Amazon-PQA Amazon product questions and their answers, along with the public product inform arn:aws:s3:::amazon-pqa us-east-1 S3 Bucket https://amazon-pqa.s3.amazonaws.com/readme.txt vitamin@amazon.com Amazon None https://cdla.dev/permissive-1-0/ amazon.science, natural language processing, machine learning
Amazonia EO satellite on AWS STAC static catalog arn:aws:s3:::br-eo-stac-1-0-0 us-west-2 S3 Bucket http://www.inpe.br/amazonia1 https://lists.osgeo.org/mailman/listinfo/cbers-pds [AMS Kepler](https://amskepler.com/) Daily https://creativecommons.org/licenses/by-sa/3.0/ aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, sustainability, disaster response, stac, cog False
Amazonia EO satellite on AWS Amazonia 1 imagery (COG files, quicklooks, metadata) arn:aws:s3:::brazil-eosats us-west-2 S3 Bucket http://www.inpe.br/amazonia1 https://lists.osgeo.org/mailman/listinfo/cbers-pds [AMS Kepler](https://amskepler.com/) Daily https://creativecommons.org/licenses/by-sa/3.0/ aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, sustainability, disaster response, stac, cog ['[STAC V1.0.0 endpoint](https://stac.amskepler.com/v100)', '[stacindex](https://stacindex.org/catalogs/cbers)'] False
Amazonia EO satellite on AWS Topic that receives STAC V100 items as new scenes are ingested arn:aws:sns:us-west-2:769537946825:br-eo-stac-prod-stacitemtopic4BCE3141-Z8he7LYjqXFe us-west-2 SNS Topic http://www.inpe.br/amazonia1 https://lists.osgeo.org/mailman/listinfo/cbers-pds [AMS Kepler](https://amskepler.com/) Daily https://creativecommons.org/licenses/by-sa/3.0/ aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, sustainability, disaster response, stac, cog
Amazonia EO satellite on AWS Notifications for new quicklooks arn:aws:sns:us-west-2:599544552497:NewAM1Quicklook us-west-2 SNS Topic http://www.inpe.br/amazonia1 https://lists.osgeo.org/mailman/listinfo/cbers-pds [AMS Kepler](https://amskepler.com/) Daily https://creativecommons.org/licenses/by-sa/3.0/ aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, sustainability, disaster response, stac, cog
Analysis Ready Sentinel-1 Backscatter Imagery Simple Notification Service (SNS) topic for notification of new tile uploads arn:aws:sns:us-west-2:410373799403:sentinel-s1-rtc-indigo-object_created us-west-2 SNS Topic https://sentinel-s1-rtc-indigo-docs.s3-us-west-2.amazonaws.com/index.html For questions regarding data methodology or delivery, contact sentinel1@indigoag [Indigo Ag, Inc.](https://www.indigoag.com/) Data updates are paused while we repair the processing pipeline, but the target The use of these data fall under the terms and conditions of the [Indigo Atlas S agriculture, aws-pds, disaster response, earth observation, environmental, geospatial, satellite imagery, cog, stac, synthetic aperture radar
Analysis Ready Sentinel-1 Backscatter Imagery Sentinel-1 RTC tiled data and metadata in a S3 bucket arn:aws:s3:::sentinel-s1-rtc-indigo us-west-2 S3 Bucket https://sentinel-s1-rtc-indigo-docs.s3-us-west-2.amazonaws.com/index.html For questions regarding data methodology or delivery, contact sentinel1@indigoag [Indigo Ag, Inc.](https://www.indigoag.com/) Data updates are paused while we repair the processing pipeline, but the target The use of these data fall under the terms and conditions of the [Indigo Atlas S agriculture, aws-pds, disaster response, earth observation, environmental, geospatial, satellite imagery, cog, stac, synthetic aperture radar ['[STAC V1.0.0 endpoint](https://scottyhq.github.io/sentinel1-rtc-stac/#/)']
Answer Reformulation Answer Reformulation Dataset arn:aws:s3:::answer-reformulation-pds us-west-2 S3 Bucket https://answer-reformulation-pds.s3-us-west-2.amazonaws.com/README.txt filicesf@amazon.com [Amazon](https://www.amazon.com/) Not currently being updated [cc-by-sa 4.0](https://creativecommons.org/licenses/by-sa/4.0/) amazon.science, natural language processing, machine learning
ArcticDEM ArcticDEM DEM Strips arn:aws:s3:::pgc-opendata-dems/arcticdem/strips/ us-west-2 S3 Bucket https://www.pgc.umn.edu/data/arcticdem/ pgc-support@umn.edu [Polar Geospatial Center](https://www.pgc.umn.edu/) New DEM strips are added twice yearly. Mosaic products are added as soon as the [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac ['[Browse STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/arcticdem/strips.json)']
ArcticDEM ArcticDEM DEM Mosaics arn:aws:s3:::pgc-opendata-dems/arcticdem/mosaics/ us-west-2 S3 Bucket https://www.pgc.umn.edu/data/arcticdem/ pgc-support@umn.edu [Polar Geospatial Center](https://www.pgc.umn.edu/) New DEM strips are added twice yearly. Mosaic products are added as soon as the [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac ['[Browse STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/arcticdem/mosaics.json)']
Argo marine floats data and metadata from Global Data Assembly Centre (Argo GDAC) Argo GDAC data and metadata arn:aws:s3:::argo-gdac-sandbox eu-west-3 S3 Bucket http://www.argodatamgt.org/Documentation codac@ifremer.fr [Euro-Argo](https://www.euro-argo.eu/) Data is updated daily. Open data, there are no restrictions on the use of this data. https://creativeco aws-pds, climate, oceans, chemical biology, chemistry, datacenter, digital assets, geochemistry, geophysics, geoscience, marine, netcdf ['[Browse Bucket](https://argo-gdac-sandbox.s3.eu-west-3.amazonaws.com/pub/index.html#pub/)']
Argoverse Argoverse arn:aws:s3:::argoverse us-east-1 S3 Bucket https://argoverse.github.io/user-guide/ https://github.com/argoverse/av2-api/issues [Argoverse](https://argoverse.org) Infrequently [CC-BY-NC-SA-4.0](https://spdx.org/licenses/CC-BY-NC-SA-4.0.html) aws-pds, autonomous vehicles, computer vision, lidar, robotics, geospatial
Aristo Mini Corpus Project data files in a public bucket arn:aws:s3:::ai2-public-datasets us-west-2 S3 Bucket https://allenai.org/data/aristo-mini info@allenai.org [Allen Institute for AI](https://allenai.org) Not updated [CC BY-SA](https://creativecommons.org/licenses/by-sa/4.0/) aws-pds, machine learning, json, csv
Aristo Tuple KB Project data files in a public bucket arn:aws:s3:::ai2-public-datasets/tuple-kb/ us-west-2 S3 Bucket https://allenai.org/data/tuple-kb info@allenai.org [Allen Institute for AI](https://allenai.org) Not updated [CC BY-SA](https://creativecommons.org/licenses/by-sa/4.0/) aws-pds, machine learning, natural language processing
Astrophysics Division Galaxy Morphology Benchmark Dataset NASA APD Galaxy Morphology dataset arn:aws:s3:::nasa-apd-galaxymorph us-west-2 S3 Bucket https://github.com/erinleeryan/nasa_astro_aiml/tree/main/galaxymorphology Roopesh.Ojha@nasa.gov [NASA](https://osdr.nasa.gov/) No updates There are no restrictions on the use of this data. aws-pds, astronomy, machine learning, satellite imagery, NASA SMD AI
Astrophysics Division Galaxy Segmentation Benchmark Dataset NASA APD Galaxy Sementation dataset consisting of astronomical FITS data format arn:aws:s3:::nasa-apd-galaxysegment us-west-2 S3 Bucket https://github.com/erinleeryan/nasa_astro_aiml/tree/main/galaxysegmentation Roopesh.Ojha@nasa.gov [NASA](https://osdr.nasa.gov/) No updates There are no restrictions on the use of this data. aws-pds, astronomy, machine learning, segmentation, NASA SMD AI
Atmospheric Models from Météo-France Atmospheric Models from Météo-France arn:aws:s3:::mf-nwp-models eu-west-1 S3 Bucket https://mf-models-on-aws.org contact@openmeteodata.com [OpenMeteoData](https://openmeteodata.com) Every 6 hours https://mf-models-on-aws.org/en/doc/license aws-pds, agriculture, climate, disaster response, earth observation, environmental, meteorological, model, weather ['[Browse Bucket](https://mf-nwp-models.s3.amazonaws.com/index.html)']
Aurora Multi-Sensor Dataset Aurora Multi-Sensor Dataset arn:aws:s3:::pit30m us-east-1 S3 Bucket A third-party development kit authored by Andrei Bârsan of the University of Tor ams-dataset@aurora.tech Aurora Operations, Inc. This dataset is complete. This data is intended for non-commercial academic use only. It is licensed under aws-pds, autonomous vehicles, computer vision, lidar, mapping, robotics, transportation, urban, weather, traffic, image processing, machine learning, deep learning
Australasian Genomes Data files arn:aws:s3:::threatenedspecies ap-southeast-2 S3 Bucket https://awgg-lab.github.io/australasiangenomes/ soles.wildlife-genomics@sydney.edu.au [Australasian Wildlife Genomics Group at The University of Sydney](https://www.s As new genomes are produced https://threatenedspeciesinitiative.com/threatened-species-initiative-data-polic aws-pds, biology, biodiversity, conservation, genetic, genomic, life sciences, transcriptomics, wildlife ['[Browse Bucket](https://threatenedspecies.s3.ap-southeast-2.amazonaws.com/index.html)']
Australasian Genomes Data files arn:aws:s3:::koalagenomes ap-southeast-2 S3 Bucket https://awgg-lab.github.io/australasiangenomes/ soles.wildlife-genomics@sydney.edu.au [Australasian Wildlife Genomics Group at The University of Sydney](https://www.s As new genomes are produced https://threatenedspeciesinitiative.com/threatened-species-initiative-data-polic aws-pds, biology, biodiversity, conservation, genetic, genomic, life sciences, transcriptomics, wildlife ['[Browse Bucket](https://koalagenomes.s3.ap-southeast-2.amazonaws.com/index.html)']
Automated Segmentation of Intracellular Substructures in Electron Microscopy (ASEM) on AWS Trained ML segmentation models for use in ASEM pipeline arn:aws:s3:::asem-project/models/ us-east-1 S3 Bucket https://open.quiltdata.com/b/asem-project tklab@tklab.hms.harvard.edu Kirchhausen Lab at Harvard Medical School Data is added as it becomes available All available datasets and models are licensed under a Creative Commons Attribut aws-pds, biology, cell biology, segmentation, microscopy, electron microscopy, computer vision, imaging
Automated Segmentation of Intracellular Substructures in Electron Microscopy (ASEM) on AWS High resolution 3D cell image datasets arn:aws:s3:::asem-project/datasets/ us-east-1 S3 Bucket https://open.quiltdata.com/b/asem-project tklab@tklab.hms.harvard.edu Kirchhausen Lab at Harvard Medical School Data is added as it becomes available All available datasets and models are licensed under a Creative Commons Attribut aws-pds, biology, cell biology, segmentation, microscopy, electron microscopy, computer vision, imaging
Automatic Speech Recognition (ASR) Error Robustness Datatasets with ASR Errors arn:aws:s3:::asr-error-robustness us-east-1 S3 Bucket https://github.com/anjiefang/asr-error-robustness njfn@amazon.com [Amazon](https://www.amazon.com/) N/A See https://github.com/anjiefang/asr-error-robustness amazon.science, natural language processing, deep learning, machine learning, speech recognition
Baby Open Brains (BOBs) Repository on AWS BOBs Repository data arn:aws:s3:::bobsrepository us-east-2 S3 Bucket https://osf.io/wdr78/ Eric Feczko (feczk001@umn.edu) & Sally M. Stoyell (stoye003@umn.edu) "Center for Developmental Neuroscience (CDNI), ""[Masonic Institute for the Develo" The repository is updated when: (1) all brain segmentations have undergone furth CC-By Attribution 4.0 International neuroimaging, magnetic resonance imaging, neuroscience, pediatric, nifti, segmentation ['[Browse Bucket](https://s3.amazonaws.com/bobsrepository)']
Basic Local Alignment Sequences Tool (BLAST) Databases BLAST databases with associated files in a public S3 bucket arn:aws:s3:::ncbi-blast-databases us-east-1 S3 Bucket https://github.com/ncbi/blast_plus_docs https://support.nlm.nih.gov/support/create-case/ [National Library of Medicine (NLM)](http://nlm.nih.gov/) Periodically """[NIH Genomic Data Sharing Policy](https://osp.od.nih.gov/scientific-sharing/gen" aws-pds, bioinformatics, biology, health, life sciences, genetic, genomic, transcriptomics, protein, reference index
Beat Acute Myeloid Leukemia (AML) 1.0 BEATAML10-COHORT RNA-Seq Gene Expression Quantification arn:aws:s3:::gdc-beataml1-cohort-phs001657-2-open us-east-1 S3 Bucket https://www.cancer.gov/about-nci/organization/ccg/blog/2019/beataml dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, STRIDES
Beat Acute Myeloid Leukemia (AML) 1.0 WXS/RNA-Seq Aligned Reads, WXS Annotated Somatic Mutation, WXS Raw Somatic Mutat arn:aws:s3:::gdc-beataml1-cohort-phs001657-2-controlled us-east-1 S3 Bucket https://www.cancer.gov/about-nci/organization/ccg/blog/2019/beataml dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001657.v1.p1&phv=417530&phd=&pha=&pht=9391&phvf=&phdf=&phaf=&phtf=&dssp=1&consent=&temp=1
Beat Acute Myeloid Leukemia (AML) 1.0 BEATAML10-CRENOLANIB Clinical Supplement arn:aws:s3:::gdc-beataml1.0-crenolanib-phs001628-2-open us-east-1 S3 Bucket https://www.cancer.gov/about-nci/organization/ccg/blog/2019/beataml dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, STRIDES
Biological and Physical Sciences (BPS) Microscopy Benchmark Training Dataset NASA BPS Microscopy Benchmark Training Data arn:aws:s3:::nasa-bps-training-data/Microscopy/ us-west-2 S3 Bucket https://docs.google.com/document/d/e/2PACX-1vTIjUPenLxVX0stErsBbK884QMJW_Ur1mqHJ lauren.m.sanders@nasa.gov [NASA](https://osdr.nasa.gov/) New fluorescence microscopy mouse fibroblast nuclei data is added whenever it is There are no restrictions on the use of this data. aws-pds, fluorescence imaging, genetic, genetic maps, microscopy, GeneLab, NASA SMD AI
Biological and Physical Sciences (BPS) RNA Sequencing Benchmark Training Dataset NASA BPS RNA Sequencing Benchmark Training Data arn:aws:s3:::nasa-bps-training-data/RNAsequencing/ us-west-2 S3 Bucket https://docs.google.com/document/d/e/2PACX-1vSvHfRYav25TVSJfQE2MvEKJIM7LUnpmAyRQ lauren.m.sanders@nasa.gov [NASA](https://osdr.nasa.gov/) New spaceflight liver RNA sequencing data is added whenever it is available. There are no restrictions on the use of this data. aws-pds, space biology, gene expression, genetic, genetic maps, GeneLab, NASA SMD AI
Blended TROPOMI+GOSAT Satellite Data Product for Atmospheric Methane Blended TROPOMI+GOSAT netCDF files arn:aws:s3:::blended-tropomi-gosat-methane us-west-2 S3 Bucket https://github.com/nicholasbalasus/write_blended_files/blob/main/PUM.md nicholasbalasus@g.harvard.edu Nicholas Balasus Monthly There are no restrictions on the use of this data, but please contact nicholasba aws-pds, climate, environmental, satellite imagery ['[Browse Bucket](https://s3-us-west-2.amazonaws.com/blended-tropomi-gosat-methane/index.html)']
BodyM Dataset This S3 bucket has height, weight, gender, measurements and two silhouette image arn:aws:s3:::amazon-bodym us-west-2 S3 Bucket https://adversarialbodysim.github.io/ Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6 Amazon None Creative Commons Attribution-Non Commercial 4.0 International Public License - h amazon.science, computer vision, deep learning
Boreas Autonomous Driving Dataset Boreas dataset arn:aws:s3:::boreas us-west-2 S3 Bucket https://github.com/utiasASRL/pyboreas/blob/master/DATA_REFERENCE.md boreas@robotics.utias.utoronto.ca [ASRL](http://asrl.utias.utoronto.ca) New driving sequences will be added as they are collected. [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/legalcode) autonomous vehicles, robotics, computer vision, lidar, aws-pds
BossDB Open Neuroimagery Datasets Large 3D volumes of neuroimaging data and image processing products such as segm arn:aws:s3:::bossdb-open-data us-east-1 S3 Bucket https://bossdb.org/ brock.wester@jhuapl.edu [Johns Hopkins University Applied Physics Laboratory](https://https://jhuapl.edu New datasets are added as soon as it is available. Minor updates on existing dat Creative Commons 4.0 International (CC BY 4.0) aws-pds, life sciences, imaging, neuroscience, neuroimaging, electron microscopy, x-ray tomography, x-ray microtomography, x-ray, magnetic resonance imaging, light-sheet microscopy, calcium imaging, volumetric imaging
Broad Genome References This dataset includes two human genome references assembled by the Genome Refere arn:aws:s3:::broad-references us-east-1 S3 Bucket https://s3.amazonaws.com/broad-references/broad-references-readme.html hensonc@broadinstitute.org Broad Institute Monthly CC0 1.0 Universal (CC0 1.0) Public Domain Dedication aws-pds, biology, bioinformatics, cancer, genetic, genomic, life sciences, reference index, Homo sapiens
CAFE60 reanalysis CSIRO Climate retrospective Analysis and Forecast Ensemble system: version 1 (CA arn:aws:s3:::cafe60-reanalysis-dataset-aws-open-data ap-southeast-2 S3 Bucket https://data.csiro.au/dap/ws/v2/collections/49803/support/4029 Terence.O'Kane@csiro.au [CSIRO](http://csiro.au/) 6 Monthly (Approx) Creative Commons Attribution-ShareAlike 4.0 International Licence aws-pds, climate, sustainability ['[Browse Bucket](https://cafe60-reanalysis-dataset-aws-open-data.s3.amazonaws.com/index.html)']
CAFE60 reanalysis Notifications for updates to data arn:aws:sns:ap-southeast-2:970429975021:Cafe60-Data-Changes ap-southeast-2 SNS Topic https://data.csiro.au/dap/ws/v2/collections/49803/support/4029 Terence.O'Kane@csiro.au [CSIRO](http://csiro.au/) 6 Monthly (Approx) Creative Commons Attribution-ShareAlike 4.0 International Licence aws-pds, climate, sustainability
CAM6 Data Assimilation Research Testbed (DART) Reanalysis: Cloud-Optimized Dataset Project data files arn:aws:s3:::ncar-dart-cam6 us-west-2 S3 Bucket https://doi.org/10.26024/sprq-2d04 rdahelp@ucar.edu [National Center for Atmospheric Research](https://ncar.ucar.edu/) Rare. Additional variables or years outside of 2011-2019 may be added in the fu https://www.ucar.edu/terms-of-use/data atmosphere, land, climate, climate model, data assimilation, forecast, meteorological, weather, geoscience, geospatial, aws-pds, zarr
CAncer MEtastases in LYmph nOdes challeNge (CAMELYON) Dataset Whole slide images with corresponding annotations including tumor, stroma and tu arn:aws:s3:::camelyon-dataset us-west-2 S3 Bucket https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6007545/ https://camelyon17.grand-challenge.org/ Radboud University Medical Center As required CC0 aws-pds, life sciences, cancer, computational pathology, grand-challenge.org, histopathology, deep learning, computer vision
CBERS on AWS Notifications for new CBERS 4 quicklooks, all sensors arn:aws:sns:us-west-2:599544552497:NewCB4Quicklook us-west-2 SNS Topic https://github.com/fredliporace/cbers-on-aws https://lists.osgeo.org/mailman/listinfo/cbers-pds [AMS Kepler](https://amskepler.com/) Daily https://creativecommons.org/licenses/by-sa/3.0/ aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog
CBERS on AWS Notifications for new CBERS 4A quicklooks, all sensors arn:aws:sns:us-west-2:599544552497:NewCB4AQuicklook us-west-2 SNS Topic https://github.com/fredliporace/cbers-on-aws https://lists.osgeo.org/mailman/listinfo/cbers-pds [AMS Kepler](https://amskepler.com/) Daily https://creativecommons.org/licenses/by-sa/3.0/ aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog
CBERS on AWS STAC static catalog arn:aws:s3:::br-eo-stac-1-0-0 us-west-2 S3 Bucket https://github.com/fredliporace/cbers-on-aws https://lists.osgeo.org/mailman/listinfo/cbers-pds [AMS Kepler](https://amskepler.com/) Daily https://creativecommons.org/licenses/by-sa/3.0/ aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog False
CBERS on AWS CBERS imagery (COG files, quicklooks, metadata) arn:aws:s3:::brazil-eosats us-west-2 S3 Bucket https://github.com/fredliporace/cbers-on-aws https://lists.osgeo.org/mailman/listinfo/cbers-pds [AMS Kepler](https://amskepler.com/) Daily https://creativecommons.org/licenses/by-sa/3.0/ aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog ['[STAC V1.0.0 endpoint](https://stac.amskepler.com/v100)', '[stacindex](https://stacindex.org/catalogs/cbers)'] False
CBERS on AWS Topic that receives STAC V100 items as new scenes are ingested arn:aws:sns:us-west-2:769537946825:br-eo-stac-prod-stacitemtopic4BCE3141-Z8he7LYjqXFe us-west-2 SNS Topic https://github.com/fredliporace/cbers-on-aws https://lists.osgeo.org/mailman/listinfo/cbers-pds [AMS Kepler](https://amskepler.com/) Daily https://creativecommons.org/licenses/by-sa/3.0/ aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog
CCAFS-Climate Data ARC GRID, and ARC ASCII format compressed arn:aws:s3:::cgiardata us-west-2 S3 Bucket http://www.ccafs-climate.org http://www.ccafs-climate.org/contact/ [International Center for Tropical Agriculture](https://ciat.cgiar.org/) Every three months Creative Commons Attribution-NonCommercial 4.0 International License http://crea aws-pds, agriculture, food security, climate, sustainability
CESM-HR CESM-HR PI-CTRL data arn:aws:s3:::cesm-hr-pi-ctrl us-east-1 S3 Bucket https://github.com/MESACLIP/cesm-hr-pi-ctrl-aws ping@tamu.edu [TAMU](https://www.tamu.com/) Rare. The CESM-HR PI-CTRL experiment is complete. Updates are expected only if a This dataset is created in collaboration with NCAR and the NCAR’s “Creative Comm aws-pds, climate, climate model, climate projections, CMIP6, ocean circulation, ocean currents, ocean velocity, ocean sea surface height, ocean simulation ['[Browse Bucket](http://pi-ctrl-bucket.s3-website.us-east-2.amazonaws.com)']
CIViC (Clinical Interpretation of Variants in Cancer) Monthly CIViC data dumps including gene, variant, assertion, and evidence tables arn:aws:s3:::civic-aws-opendata us-west-2 S3 Bucket https://docs.civicdb.org/ help@civicdb.org The McDonnell Genome Institute at Washington University School of Medicine First of each month [CC0](https://creativecommons.org/publicdomain/zero/1.0/) aws-pds, genetic, genomic, life sciences, vcf
CMAS Data Warehouse CMAQ Release Benchmark Data for Easy Download arn:aws:s3:::cmaq-release-benchmark-data-for-easy-download us-east-1 S3 Bucket https://dataverse.unc.edu/dataverse/cmascenter cmas@unc.edu [CMAS CENTER](https://cmascenter.org/) New data is added as soon as it is available. There are no restrictions on the use of this data. US EPA License (https://paste aws-pds, air quality, meteorological, geospatial, environmental, climate ['[Browse Bucket](https://cmaq-release-benchmark-data-for-easy-download.s3.amazonaws.com/index.html)']
CMAS Data Warehouse EQUATES EPA’s Air QUAlity TimE Series Project Data arn:aws:s3:::cmas-equates us-east-1 S3 Bucket https://dataverse.unc.edu/dataverse/cmascenter cmas@unc.edu [CMAS CENTER](https://cmascenter.org/) New data is added as soon as it is available. There are no restrictions on the use of this data. US EPA License (https://paste aws-pds, air quality, meteorological, geospatial, environmental, climate ['[Browse Bucket](https://cmas-equates.s3.amazonaws.com/index.html)']
CMAS Data Warehouse CMAQ Benchmark Data arn:aws:s3:::cmas-cmaq us-east-1 S3 Bucket https://dataverse.unc.edu/dataverse/cmascenter cmas@unc.edu [CMAS CENTER](https://cmascenter.org/) New data is added as soon as it is available. There are no restrictions on the use of this data. US EPA License (https://paste aws-pds, air quality, meteorological, geospatial, environmental, climate ['[Browse Bucket](https://cmas-cmaq.s3.amazonaws.com/index.html)']
CMAS Data Warehouse AMET Data arn:aws:s3:::cmas-amet us-east-1 S3 Bucket https://dataverse.unc.edu/dataverse/cmascenter cmas@unc.edu [CMAS CENTER](https://cmascenter.org/) New data is added as soon as it is available. There are no restrictions on the use of this data. US EPA License (https://paste aws-pds, air quality, meteorological, geospatial, environmental, climate ['[Browse Bucket](https://cmas-amet.s3.amazonaws.com/index.html)']
CMAS Data Warehouse 2018v2 Modeling Platform arn:aws:s3:::2018v2platform us-east-1 S3 Bucket https://dataverse.unc.edu/dataverse/cmascenter cmas@unc.edu [CMAS CENTER](https://cmascenter.org/) New data is added as soon as it is available. There are no restrictions on the use of this data. US EPA License (https://paste aws-pds, air quality, meteorological, geospatial, environmental, climate ['[Browse Bucket](https://2018v2platform.s3.amazonaws.com/index.html)']
CMAS Data Warehouse CMAQ 2018 Modeling Platform arn:aws:s3:::cmas-cmaq-modeling-platform-2018 us-east-1 S3 Bucket https://dataverse.unc.edu/dataverse/cmascenter cmas@unc.edu [CMAS CENTER](https://cmascenter.org/) New data is added as soon as it is available. There are no restrictions on the use of this data. US EPA License (https://paste aws-pds, air quality, meteorological, geospatial, environmental, climate ['[Browse Bucket](https://cmas-cmaq-modeling-platform-2018.s3.amazonaws.com/index.html)']
CMAS Data Warehouse CMAQ CONUS-2 Benchmark Data arn:aws:s3:::cmas-cmaq-conus2-benchmark us-east-1 S3 Bucket https://dataverse.unc.edu/dataverse/cmascenter cmas@unc.edu [CMAS CENTER](https://cmascenter.org/) New data is added as soon as it is available. There are no restrictions on the use of this data. US EPA License (https://paste aws-pds, air quality, meteorological, geospatial, environmental, climate ['[Browse Bucket](https://cmas-cmaq-conus2-benchmark.s3.amazonaws.com/index.html)']
CMAS Data Warehouse CMAS WWLLN Lightning Data arn:aws:s3:::cmas-wwlln-lightning us-east-1 S3 Bucket https://dataverse.unc.edu/dataverse/cmascenter cmas@unc.edu [CMAS CENTER](https://cmascenter.org/) New data is added as soon as it is available. There are no restrictions on the use of this data. US EPA License (https://paste aws-pds, air quality, meteorological, geospatial, environmental, climate ['[Browse Bucket](https://cmas-wwlln-lightning.s3.amazonaws.com/index.html)']
CMAS Data Warehouse 2019 Modeling Platform arn:aws:s3:::2019platform us-east-1 S3 Bucket https://dataverse.unc.edu/dataverse/cmascenter cmas@unc.edu [CMAS CENTER](https://cmascenter.org/) New data is added as soon as it is available. There are no restrictions on the use of this data. US EPA License (https://paste aws-pds, air quality, meteorological, geospatial, environmental, climate ['[Browse Bucket](https://2019platform.s3.amazonaws.com/index.html)']
CMAS Data Warehouse SMOKE Test Case arn:aws:s3:::cmas-smoke-testcase us-east-1 S3 Bucket https://dataverse.unc.edu/dataverse/cmascenter cmas@unc.edu [CMAS CENTER](https://cmascenter.org/) New data is added as soon as it is available. There are no restrictions on the use of this data. US EPA License (https://paste aws-pds, air quality, meteorological, geospatial, environmental, climate ['[Browse Bucket](https://cmas-smoke-testcase.s3.amazonaws.com/index.html)']
CMAS Data Warehouse SMOKE 2016 Modeling Platform arn:aws:s3:::cmas-smoke-modeling-platform-2016 us-east-1 S3 Bucket https://dataverse.unc.edu/dataverse/cmascenter cmas@unc.edu [CMAS CENTER](https://cmascenter.org/) New data is added as soon as it is available. There are no restrictions on the use of this data. US EPA License (https://paste aws-pds, air quality, meteorological, geospatial, environmental, climate ['[Browse Bucket](https://cmas-smoke-modeling-platform-2016.s3.amazonaws.com/index.html)']
CMAS Data Warehouse 2020 Modeling Platform arn:aws:s3:::2020platform us-east-1 S3 Bucket https://dataverse.unc.edu/dataverse/cmascenter cmas@unc.edu [CMAS CENTER](https://cmascenter.org/) New data is added as soon as it is available. There are no restrictions on the use of this data. US EPA License (https://paste aws-pds, air quality, meteorological, geospatial, environmental, climate ['[Browse Bucket](https://2020platform.s3.amazonaws.com/index.html)']
CMAS Data Warehouse 2016v3 Modeling Platform arn:aws:s3:::2016v3platform us-east-1 S3 Bucket https://dataverse.unc.edu/dataverse/cmascenter cmas@unc.edu [CMAS CENTER](https://cmascenter.org/) New data is added as soon as it is available. There are no restrictions on the use of this data. US EPA License (https://paste aws-pds, air quality, meteorological, geospatial, environmental, climate ['[Browse Bucket](https://2016v3platform.s3.amazonaws.com/index.html)']
CMIP6 GCMs downscaled using WRF WRF output files arn:aws:s3:::wrf-cmip6-noversioning us-west-2 S3 Bucket https://dept.atmos.ucla.edu/alexhall/downscaling-cmip6 srahimi@uwyo.edu, leih@ucla.edu [UCLA Center for Climate Science](https://dept.atmos.ucla.edu/) New downscaled results are uploaded as soon as they become available Creative Commons Attribution 4.0 International License aws-pds, agriculture, atmosphere, climate, earth observation, environmental, model, oceans, simulations, weather ['[Browse Bucket](https://wrf-cmip6-noversioning.s3.amazonaws.com/index.html)']
CMS 2008-2010 Data Entrepreneurs’ Synthetic Public Use File (DE-SynPUF) in OMOP Common Data Model Project data files arn:aws:s3:::synpuf-omop us-east-1 S3 Bucket https://www.cms.gov/Research-Statistics-Data-and-Systems/Downloadable-Public-Use Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6 [Amazon Web Sevices](https://aws.amazon.com/) Not updated https://www.cms.gov/Research-Statistics-Data-and-Systems/Downloadable-Public-Use amazon.science, bioinformatics, health, life sciences, natural language processing, us
COBRA Whole slide images with corresponding labels including skin cancer and basal cel arn:aws:s3:::cobra-pathology us-west-2 S3 Bucket https://daangeijs.github.io/cobra/ https://www.computationalpathologygroup.eu/members/daan-geijs/ Radboud University Medical Center As required CC BY-SA-NC 4.0 aws-pds, life sciences, cancer, computational pathology, deep learning, histopathology, computer vision
COCO - Common Objects in Context - fast.ai datasets Datasets arn:aws:s3:::fast-ai-coco us-east-1 S3 Bucket http://course.fast.ai/datasets info@fast.ai [fast.ai](http://www.fast.ai/) As required Creative Commons http://cocodataset.org/#termsofuse aws-pds, deep learning, computer vision, machine learning
COVID-19 Data Lake Collected COVID-19 related datasets arn:aws:s3:::covid19-lake us-east-2 S3 Bucket https://aws.amazon.com/blogs/big-data/a-public-data-lake-for-analysis-of-covid-1 aws-covid-19-data-lake@amazon.com [Amazon Web Services](https://aws.amazon.com/) Periodically Varies by dataset amazon.science, bioinformatics, biology, coronavirus, COVID-19, health, life sciences, MERS, medicine, SARS ['[Browse Bucket](https://covid19-lake.s3.amazonaws.com/index.html)']
COVID-19 Genome Sequence Dataset Metadata for sra-pub-sars-cov2 in an Athena-queryable format arn:aws:s3:::sra-pub-sars-cov2-metadata-us-east-1 us-east-1 S3 Bucket https://www.ncbi.nlm.nih.gov/sra/docs/sra-aws-download/ https://support.nlm.nih.gov/support/create-case/ [National Library of Medicine (NLM)](http://nlm.nih.gov/) Daily [NIH Genomic Data Sharing Policy](https://osp.od.nih.gov/scientific-sharing/geno aws-pds, bioinformatics, biology, coronavirus, COVID-19, fastq, bam, cram, genomic, genetic, health, life sciences, MERS, SARS, virus, STRIDES, whole genome sequencing, transcriptomics
COVID-19 Genome Sequence Dataset Genomic sequence reads of SARS-CoV-2 and related coronaviridae, organized by NCB arn:aws:s3:::sra-pub-sars-cov2 us-east-1 S3 Bucket https://www.ncbi.nlm.nih.gov/sra/docs/sra-aws-download/ https://support.nlm.nih.gov/support/create-case/ [National Library of Medicine (NLM)](http://nlm.nih.gov/) Daily [NIH Genomic Data Sharing Policy](https://osp.od.nih.gov/scientific-sharing/geno aws-pds, bioinformatics, biology, coronavirus, COVID-19, fastq, bam, cram, genomic, genetic, health, life sciences, MERS, SARS, virus, STRIDES, whole genome sequencing, transcriptomics
COVID-19 Harmonized Data COVID-19 Harmonized Dataset arn:aws:s3:::covid19-harmonized-dataset us-east-2 S3 Bucket https://www.stitchdata.com/docs/integrations/saas/covid-19 covid19.dataset@talend.com [Talend / Stitch](http://www.stitchdata.com/) New COVID-19 data is added twice daily There are no restrictions on the use of this data. aws-pds, COVID-19, coronavirus, life sciences ['[Browse Bucket](https://covid19-harmonized-dataset.s3.amazonaws.com/index.html)']
COVID-19 Molecular Structure and Therapeutics Hub Data storage of for the MolSSI and BioExcel COVID-19 Hub Includes atomistic str arn:aws:s3:::molssi-bioexcel-covid-19-structure-therapeutics-hub us-east-1 S3 Bucket https://covid.molssi.org/ info@molssi.org [Molecular Sciences Software Institute (MolSSI)](https://molssi.org/) and [BioEx Data contributions come from external researchers and groups at a roughly weekly Most data will be in an open license provided by the contributing individual(s). aws-pds, biology, bioinformatics, coronavirus, COVID-19, life sciences, molecular docking, pharmaceutical
COVID-19 Open Research Dataset (CORD-19) S3 bucket with CORD-19 dataset files arn:aws:s3:::ai2-semanticscholar-cord-19 us-west-2 S3 Bucket https://pages.semanticscholar.org/coronavirus-research partnerships@allenai.org Allen Institute for AI Weekly Open (see license file for details) aws-pds, COVID-19, coronavirus, life sciences, SARS, MERS
CZ CELLxGENE Discover Census CZ CELLxGENE Discover Census Data arn:aws:s3:::cellxgene-census-public-us-west-2/cell-census us-west-2 S3 Bucket https://chanzuckerberg.github.io/cellxgene-census/ cellxgene@chanzuckerberg.com [Chan Zuckerberg Initiative Foundation](http://www.chanzuckerberg.com/) New releases are published weekly. Long-term supported (LTS) releases are publis CC BY license aws-pds, single-cell transcriptomics, transcriptomics, cell biology, bioinformatics
Cancer Cell Line Encyclopedia (CCLE) RNA-Seq Aligned Reads, WXS Aligned Reads, WGS Aligned Reads arn:aws:s3:::gdc-ccle-2-open us-east-1 S3 Bucket https://portals.broadinstitute.org/ccle/about dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, cancer, genetic, genomic, life sciences, transcriptomics, whole genome sequencing, Homo sapiens, STRIDES
Cancer Genome Characterization Initiatives - Burkitt Lymphoma, HIV+ Cervical Cancer WGS/Targeted Sequencing/RNA-Seq/miRNA-Seq Aligned Reads, RNA-Seq Splice Junction arn:aws:s3:::gdc-cgci-phs000235-2-controlled us-east-1 S3 Bucket https://ocg.cancer.gov/programs/cgci dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, cancer, genomic, life sciences, transcriptomics, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs000235.v14.p2
Cancer Genome Characterization Initiatives - Burkitt Lymphoma, HIV+ Cervical Cancer Clinical Supplement, Biospecimen Supplement, RNA-Seq Gene Expression Quantificat arn:aws:s3:::gdc-cgci-phs000235-2-open us-east-1 S3 Bucket https://ocg.cancer.gov/programs/cgci dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, cancer, genomic, life sciences, transcriptomics, STRIDES
Cancer Genome Characterization Initiatives - Burkitt Lymphoma, HIV+ Cervical Cancer Clinical Supplement, Biospecimen Supplement, RNA-Seq Gene Expression Quantificat arn:aws:s3:::gdc-cgci-blgsp-phs000235-2-open us-east-1 S3 Bucket https://ocg.cancer.gov/programs/cgci dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, cancer, genomic, life sciences, transcriptomics, STRIDES
Capella Space Synthetic Aperture Radar (SAR) Open Dataset Capella Space Open Data in COG format arn:aws:s3:::capella-open-data/data/ us-west-2 S3 Bucket Documentation is available under [support.capellaspace.com](https://support.cape opendata@capellaspace.com [Capella Space](https://www.capellaspace.com/) New data is added quarterly. [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) aws-pds, cog, stac, earth observation, satellite imagery, geospatial, image processing, computer vision, synthetic aperture radar ['[STAC Catalog](https://capella-open-data.s3.us-west-2.amazonaws.com/stac/catalog.json)', '[STAC Browser](https://radiantearth.github.io/stac-browser/#/external/capella-open-data.s3.us-west-2.amazonaws.com/stac/catalog.json)'] False
Capella Space Synthetic Aperture Radar (SAR) Open Dataset Capella Space Open Data in TileDB format arn:aws:s3:::capella-open-data/data/tiledb/ us-west-2 S3 Bucket Documentation is available under [support.capellaspace.com](https://support.cape opendata@capellaspace.com [Capella Space](https://www.capellaspace.com/) New data is added quarterly. [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) aws-pds, cog, stac, earth observation, satellite imagery, geospatial, image processing, computer vision, synthetic aperture radar False
Catalina Sky Survey (CSS) subset data on AWS Catalina Sky Survey Raw Data arn:aws:s3:::pds-css-archive us-west-2 S3 Bucket https://sbn.psi.edu/pds/resource/css.html pds-operator@jpl.nasa.gov [Planetary Data Systems Small Bodies Node (SBN)](https://sbn.psi.edu/pds/support CSS data are delivered nightly into the PDS archive starting with the night of J There are no restrictions on the use of this data. aws-pds, planetary, astronomy, object detection, survey ['[Browse archive](https://sbnarchive.psi.edu/pds4/surveys/gbo.ast.catalina.survey/data_raw/V06/2023/23Jul15/)']
Cell Organelle Segmentation in Electron Microscopy (COSEM) on AWS Raw FIB-SEM datasets and derived data arn:aws:s3:::janelia-cosem-datasets us-east-1 S3 Bucket https://github.com/janelia-cosem/aws-opendata/blob/master/cosem-introduction.md COSEMData@janelia.hhmi.org [Janelia Research Campus](https://www.janelia.org/) New datasets and derived data are added as soon as they are available. CC-BY-4.0 aws-pds, cell biology, computer vision, electron microscopy, life sciences, imaging, organelle
Cell Organelle Segmentation in Electron Microscopy (COSEM) on AWS Machine learning models for organelle prediction arn:aws:s3:::janelia-cosem-networks us-east-1 S3 Bucket https://github.com/janelia-cosem/aws-opendata/blob/master/cosem-introduction.md COSEMData@janelia.hhmi.org [Janelia Research Campus](https://www.janelia.org/) New datasets and derived data are added as soon as they are available. CC-BY-4.0 aws-pds, cell biology, computer vision, electron microscopy, life sciences, imaging, organelle
Cell Painting Gallery Cell Painting data, comprising fluorescence microscopy cell images (TIFF), extra arn:aws:s3:::cellpainting-gallery us-east-1 S3 Bucket https://github.com/broadinstitute/cellpainting-gallery cellpainting@broadinstitute.org Carpenter-Singh and Cimini Labs at the Broad Institute Typically when an associated publication is posted on biorxiv CC0 1.0 Universal (CC0 1.0) Public Domain Dedication, but please do cite the cor aws-pds, bioinformatics, biology, cancer, cell biology, cell imaging, cell painting, chemical biology, computer vision, csv, deep learning, fluorescence imaging, genetic, high-throughput imaging, image processing, image-based profiling, imaging, machine learning, medicine, microscopy, organelle ['[Documentation](https://github.com/broadinstitute/cellpainting-gallery)', '[Browse Bucket](https://cellpainting-gallery.s3.amazonaws.com/index.html)']
Cell Painting Image Collection Images, extracted features and aggregated profiles are available as a S3 bucket arn:aws:s3:::cytodata us-east-1 S3 Bucket https://github.com/cytodata/cytodata-hackathon-2018 "Post on https://forum.image.sc/ and tag with ""cellpainting""" The Broad Institute irregularly CC0 1.0 Universal (CC0 1.0) Public Domain Dedication aws-pds, microscopy, biology, life sciences, imaging, high-throughput imaging, cell imaging, cell painting, fluorescence imaging
Central Weather Administration OpenData CWA data lake arn:aws:s3:::cwaopendata ap-northeast-1 S3 Bucket https://opendata.cwa.gov.tw/devManual/insrtuction od@cwa.gov.tw [Central Weather Administration](https://www.cwa.gov.tw/) Data is updated as soon as newer one is available. http://data.gov.tw/license aws-pds, climate, earth observation, earthquakes, satellite imagery, weather
Central Weather Bureau OpenData CWB data lake arn:aws:s3:::cwbopendata ap-northeast-1 S3 Bucket https://opendata.cwb.gov.tw/devManual/insrtuction od@cwb.gov.tw [Central Weather Bureau](https://www.cwb.gov.tw/) Data is updated as soon as newer one is available. http://data.gov.tw/license aws-pds, climate, earth observation, earthquakes, satellite imagery, weather
Chalmers Cloud Ice Climatology CCIC total ice water path and 2D cloud probability in Zarr format arn:aws:s3:::chalmerscloudiceclimatology us-west-2 S3 Bucket https://ccic.readthedocs.io https://github.com/see-geo/ccic [Geoscience and Remote Sensing at Chalmers University of Technology](https://www Quarterly [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) atmosphere, aws-pds, climate, deep learning, environmental, exploration, geophysics, geoscience, geospatial, global, ice, planetary, satellite imagery, zarr ['[Browse Bucket](https://chalmerscloudiceclimatology.s3.amazonaws.com/index.html)']
CitrusFarm Dataset CitrusFarm Dataset sequences arn:aws:s3:::ucr-robotics/citrus-farm-dataset us-west-2 S3 Bucket https://ucr-robotics.github.io/Citrus-Farm-Dataset/ Hanzhe Teng (hteng007@ucr.edu), Konstantinos Karydis (kkarydis@ece.ucr.edu) [Autonomous Robots and Control Systems Lab](https://sites.google.com/view/arcs-l NA Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0). aws-pds, robotics, computer vision, agriculture, localization, mapping, lidar, IMU
Clinical Proteomic Tumor Analysis Consortium 2 (CPTAC-2) RNA-Seq Gene Expression Quantification, miRNA-Seq Isoform Expression Quantificat arn:aws:s3:::gdc-cptac-2-phs000892-2-open us-east-1 S3 Bucket https://cptac-data-portal.georgetown.edu/cptac/public?scope=Phase+II+%2525 dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, cancer, genomic, life sciences, transcriptomics, STRIDES
Clinical Proteomic Tumor Analysis Consortium 3 (CPTAC-3) RNA-Seq Gene Expression Quantification arn:aws:s3:::gdc-cptac-phs001287-2-open us-east-1 S3 Bucket https://cptac-data-portal.georgetown.edu/cptac/public?scope=Phase+III dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, cancer, genomic, life sciences, transcriptomics, STRIDES
Clinical Trial Sequencing Project - Diffuse Large B-Cell Lymphoma RNA-Seq Gene Expression Quantification arn:aws:s3:::gdc-ctsp-phs001175-2-open us-east-1 S3 Bucket https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001175.v dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, cancer, genomic, life sciences, transcriptomics, whole genome sequencing, STRIDES
Cloud Indexes for Bowtie, Kraken, HISAT, and Centrifuge This bucket contains genomic indexes for Bowtie, Kraken, HISAT, and Centrifuge arn:aws:s3:::genome-idx us-east-1 S3 Bucket https://benlangmead.github.io/aws-indexes/ https://github.com/BenLangmead/aws-indexes/issues Langmead Lab at Johns Hopkins University & Kim Lab at University of Texas Southw As new data becomes available; roughly quarterly Public Domain aws-pds, genomic, bioinformatics, biology, whole genome sequencing, medicine, reference index, mapping
Cloud to Street - Microsoft Flood and Clouds Dataset Flood and Cloud Training Dataset arn:aws:s3:::radiant-mlhub/c2smsfloods us-west-2 S3 Bucket https://www.drivendata.org/competitions/81/detect-flood-water/ support@cloudtostreet.info [Radiant Earth Foundation](https://radiant.earth/) Not updated CC-BY-4.0 https://creativecommons.org/licenses/by/4.0/ aws-pds, computer vision, deep learning, machine learning, floods, geospatial, earth observation, satellite imagery, cog, synthetic aperture radar
Co-Produced Climate Data to Support California's Resilience Investments Data catalog arn:aws:s3:::cadcat us-west-2 S3 Bucket https://analytics.cal-adapt.org/data/ analytics@cal-adapt.org Cal-Adapt Analytics Engine https://analytics.cal-adapt.org/ Infrequent, Irregular Varies, see dataset specific metadata atmosphere, aws-pds, climate, climate model, earth observation, geoscience, geospatial, meteorological, simulations, weather, zarr ['[Browse Bucket](https://cadcat.s3.amazonaws.com/index.html)', '[Data Catalog](https://cadcat.s3.amazonaws.com/cae.yaml)']
CoMMpass from the Multiple Myeloma Research Foundation RNA-Seq Gene Expression Quantification arn:aws:s3:::gdc-mmrf-commpass-phs000748-2-open us-east-1 S3 Bucket https://gdc.cancer.gov/about-gdc/contributed-genomic-data-cancer-research/founda dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, cancer, genomic, genetic, whole genome sequencing, STRIDES
Collection of open nation-scale LiDAR datasets Open LiDAR datasets arn:aws:s3:::open-lidar-data eu-central-1 S3 Bucket https://github.com/flai-ai/open-lidar-data info@flai.ai [Flai](https://flai.ai/) When new open dataset is published. The exact version of the licence depends on LiDAR dataset and is not the same fo aws-pds, lidar, earth observation, geoscience, geospatial, land cover, mapping, survey
Common Crawl Crawl data (WARC and ARC format) arn:aws:s3:::commoncrawl us-east-1 S3 Bucket https://commoncrawl.org/the-data/get-started/ https://commoncrawl.org/connect/contact-us/ [Common Crawl](https://commoncrawl.org/) Monthly This data is available for anyone to use under the [Common Crawl Terms of Use](h aws-pds, encyclopedic, natural language processing, internet, web archive True
Common Screens Cloudfront CDN distribution for hotlinking screenshots us-west-2 CloudFront Distribution https://commonscreens.com/?page_id=1492 admin@commonscreens.com [Common Screens](https://commonscreens.com/) Monthly [Attribution 4.0 International (CC BY 4.0)](https://creativecommons.org/licenses aws-pds, encyclopedic, natural language processing, internet dqh5x5k6xg3n1.cloudfront.net
Common Screens Common Screens (jpeg and csv format) arn:aws:s3:::common-screens us-west-2 S3 Bucket https://commonscreens.com/?page_id=1492 admin@commonscreens.com [Common Screens](https://commonscreens.com/) Monthly [Attribution 4.0 International (CC BY 4.0)](https://creativecommons.org/licenses aws-pds, encyclopedic, natural language processing, internet
Community Earth System Model Large Ensemble (CESM LENS) Project data files arn:aws:s3:::ncar-cesm-lens us-west-2 S3 Bucket https://doi.org/10.26024/wt24-5j82 rdahelp@ucar.edu [National Center for Atmospheric Research](https://ncar.ucar.edu/) Rare. The LENS experiment is complete, but we may occasionally copy additional f https://www.ucar.edu/terms-of-use/data climate, model, climate model, atmosphere, oceans, land, ice, geospatial, aws-pds, sustainability, zarr
Community Earth System Model v2 ARISE (CESM2 ARISE) Project data files arn:aws:s3:::ncar-cesm2-arise us-east-2 S3 Bucket (https://github.com/NCAR/CESM2-ARISE) opendata-aws-arise@ucar.edu [National Center for Atmospheric Research](https://ncar.ucar.edu/) Rare once complete (August 2022) https://www.ucar.edu/terms-of-use/data climate, model, climate model, atmosphere, oceans, land, ice, geospatial, aws-pds, sustainability ['[Browse Bucket](https://ncar-cesm2-arise.s3.amazonaws.com/index.html)']
Community Earth System Model v2 Large Ensemble (CESM2 LENS) Project data files arn:aws:s3:::ncar-cesm2-lens us-west-2 S3 Bucket https://doi.org/10.26024/y48t-q717 rdahelp@ucar.edu [National Center for Atmospheric Research](https://ncar.ucar.edu/) Rare. The LENS experiment is complete, but we may occasionally copy additional f https://www.ucar.edu/terms-of-use/data climate, model, climate model, atmosphere, oceans, land, ice, geospatial, aws-pds, sustainability, zarr
Community Multiscale Air Quality (CMAQ) 2019 3D Gridded and Column data from the EPA's Air Quality Time Series (EQUATES) Project The 2019 CMAQ output are stored as compressed netcdf/hdf5 formatted files using arn:aws:s3:::epa-equates-v1 us-east-1 S3 Bucket EQUATES data DOI: https://doi.org/10.15139/S3/F2KJSK. Please see the Data Use St CMAQ_Team@epa.gov U.S. Environmental Protection Agency, Office of Research and Development, Center Annual These datasets are products of the U.S. Government and are intended for public a aws-pds, air quality, atmosphere, model ['[Browse Bucket](https://epa-equates-v1.s3.amazonaws.com/index.html)']
Community Multiscale Air Quality (CMAQ) 2019 3D Gridded and Column data from the EPA's Air Quality Time Series (EQUATES) Project Notifications for EQUATES bucket arn:aws:sns:us-east-1:127085394039:epa-equates-v1-object_created us-east-1 SNS Topic EQUATES data DOI: https://doi.org/10.15139/S3/F2KJSK. Please see the Data Use St CMAQ_Team@epa.gov U.S. Environmental Protection Agency, Office of Research and Development, Center Annual These datasets are products of the U.S. Government and are intended for public a aws-pds, air quality, atmosphere, model
Conformational Space of Short Peptides Penta-peptides All possible 3200000 penta-peptides, no replicas File types: t arn:aws:s3:::toyokounqpeptides/5pep/ us-west-2 S3 Bucket https://github.com/ToyokoLabs/SBG/blob/master/README.md awsopendata@toyoko.io [Toyoko](https://www.toyoko.io/) Not updated CC-BY 4.0 See https://github.com/ToyokoLabs/SBG/blob/master/LICENSE aws-pds, amino acid, bioinformatics, biomolecular modeling, molecular dynamics, protein, structural biology, life sciences
Conformational Space of Short Peptides Tri-peptides All possible 8000 tri-peptides, 2 replicas File types: Amber out arn:aws:s3:::toyokounqpeptides/tripep/ us-west-2 S3 Bucket https://github.com/ToyokoLabs/SBG/blob/master/README.md awsopendata@toyoko.io [Toyoko](https://www.toyoko.io/) Not updated CC-BY 4.0 See https://github.com/ToyokoLabs/SBG/blob/master/LICENSE aws-pds, amino acid, bioinformatics, biomolecular modeling, molecular dynamics, protein, structural biology, life sciences
Consented Activities of People The Consented Activities of People (CAP) dataset is a fine grained activity data arn:aws:s3:::consented-activities-of-people/train/ us-west-2 S3 Bucket https://visym.github.io/cap info@visym.com [Visym Labs](https://visym.com) Not updated Creative Commons Attribution 4.0 International (CC BY 4.0). Every subject in thi video, computer vision, aws-pds, machine learning, labeled, privacy, activity recognition, activity detection
Copernicus Digital Elevation Model (DEM) GLO-90 in S3 bucket arn:aws:s3:::copernicus-dem-90m eu-central-1 S3 Bucket https://copernicus-dem-30m.s3.amazonaws.com/readme.html https://forum.sentinel-hub.com/c/aws-copdem/28 [Sinergise](https://www.sinergise.com/) None, except GLO-30 Public can be updated if the public tile list changes. GLO-30 Public and GLO-90 are available on a free basis for the general public un aws-pds, agriculture, elevation, earth observation, satellite imagery, geospatial, disaster response, cog ['[STAC V1.0.0 endpoint](https://copernicus-dem-90m-stac.s3.amazonaws.com/)']
Copernicus Digital Elevation Model (DEM) GLO-30 Public in S3 bucket The list of tiles covering specific countries that a arn:aws:s3:::copernicus-dem-30m eu-central-1 S3 Bucket https://copernicus-dem-30m.s3.amazonaws.com/readme.html https://forum.sentinel-hub.com/c/aws-copdem/28 [Sinergise](https://www.sinergise.com/) None, except GLO-30 Public can be updated if the public tile list changes. GLO-30 Public and GLO-90 are available on a free basis for the general public un aws-pds, agriculture, elevation, earth observation, satellite imagery, geospatial, disaster response, cog ['[STAC V1.0.0 endpoint](https://copernicus-dem-30m-stac.s3.amazonaws.com/)']
Corn Kernel Counting Dataset Folder contains the terms of use, paper, and zip file of data in COOC format Ea arn:aws:s3:::intelinair-data-releases/corn-kernel-counting us-east-1 S3 Bucket https://www.frontiersin.org/articles/10.3389/frobt.2021.627009/abstract support@intelinair.com Intelinair, Inc. Periodically Provided in the bucket. aws-pds, agriculture, computer vision, machine learning False
Coupled Model Intercomparison Project 6 Zarr formatted data arn:aws:s3:::cmip6-pds us-west-2 S3 Bucket https://pangeo-data.github.io/pangeo-cmip6-cloud/, https://www.wcrp-climate.org/ If you have any feedback on the CMIP6 data available on AWS please email sustain ESGF and Pangeo Core CMIP6 datasets are added as soon as they are available. See [docs] (https://pangeo-data.github.io/pangeo-cmip6-cloud/licensing_citation. aws-pds, agriculture, atmosphere, climate, earth observation, environmental, model, oceans, simulations, weather ['[Browse Bucket](https://cmip6-pds.s3.amazonaws.com/index.html#CMIP6/)', '[Data Catalog](https://cmip6-pds.s3.amazonaws.com/pangeo-cmip6.csv)']
Coupled Model Intercomparison Project 6 Netcdf formatted data managed by the Earth System Grid Federation arn:aws:s3:::esgf-world us-east-2 S3 Bucket https://pangeo-data.github.io/pangeo-cmip6-cloud/, https://www.wcrp-climate.org/ If you have any feedback on the CMIP6 data available on AWS please email sustain ESGF and Pangeo Core CMIP6 datasets are added as soon as they are available. See [docs] (https://pangeo-data.github.io/pangeo-cmip6-cloud/licensing_citation. aws-pds, agriculture, atmosphere, climate, earth observation, environmental, model, oceans, simulations, weather ['[Browse Bucket](https://esgf-world.s3.amazonaws.com/index.html)', '[Data Catalog](https://cmip6-nc.s3.amazonaws.com/esgf-world.csv.gz)']
Coupled Model Intercomparison Project Phase 5 (CMIP5) University of Wisconsin-Madison Probabilistic Downscaling Dataset Data files arn:aws:s3:::noaa-nws-uwpd-cmip5-pds us-east-1 S3 Bucket http://djlorenz.github.io/downscaling2/main.html For questions about data development, quality and content, please contact Dr. Da [NOAA](http://www.noaa.gov/) Periodically, as new data becomes available or when corrections are implemented. Open Data. There are no restrictions on the use of this data. aws-pds, climate, coastal, disaster response, environmental, meteorological, sustainability, oceans, water, weather ['[Browse Bucket](https://noaa-nws-uwpd-cmip5-pds.s3.amazonaws.com/index.html)']
CoversBR metadata of songs, features files and audio streaming arn:aws:s3:::covers-song-br us-west-2 S3 Bucket https://github.com/SPLab-IT/CoversBR https://github.com/SPLab-IT/CoversBR/issues Dirceu G Silva New metadata, songs features files and audio streamings for live song identifica The code in this repository is licensed under Apache 2.0The metadata and the pre aws-pds, copyright monitoring, cover song identification, live song identification, music, music features dataset, music information retrieval, music recognition
Covid Job Impacts - US Hiring Data Since March 1 2020 GreenwichHR daily US hiring data (normalized to March 1 2020) arn:aws:s3:::greenwichhr-covidjobimpacts us-east-2 S3 Bucket https://greenwichhr-covidjobimpacts.s3.us-east-2.amazonaws.com/ghr_data_specs_co info@Greenwich.HR [Greenwich.HR](http://www.greenwich.hr/) Daily This data is made available under a [Creative Commons license](https://creativec aws-pds, COVID-19, hiring, economics, financial markets, market data
Crowdsourced Bathymetry Notifications for CSB data arn:aws:sns:us-east-1:709902155096:NewDCDBBathymetryObject us-east-1 SNS Topic https://noaa-dcdb-bathymetry-pds.s3.amazonaws.com/docs/readme.html mb.info@noaa.gov [NOAA](http://www.noaa.gov/) New data is added once a week. There are no restrictions on the use of this data. aws-pds, earth observation, oceans
Crowdsourced Bathymetry Crowdsourced bathymetry data arn:aws:s3:::noaa-dcdb-bathymetry-pds us-east-1 S3 Bucket https://noaa-dcdb-bathymetry-pds.s3.amazonaws.com/docs/readme.html mb.info@noaa.gov [NOAA](http://www.noaa.gov/) New data is added once a week. There are no restrictions on the use of this data. aws-pds, earth observation, oceans ['[Browse Bucket](https://noaa-dcdb-bathymetry-pds.s3.amazonaws.com/index.html)']
DARPA Invisible Headlights Dataset Various types of multispectral, hyperspectral, polarimetric, and broadband image arn:aws:s3:::ihdataset-01 us-east-2 S3 Bucket https://www.kitware.com/darpa-headlights-dataset/ ihdataset-aws@kitware.com [Kitware](http://www.kitware.com/) No updates anticipated at this time. This work is licensed under CC BY 4.0. This dataset was developed with funding f aws-pds, autonomous vehicles, broadband, computer vision, lidar, machine learning, segmentation, us
DNAStack COVID19 SRA Data SARS-CoV-2 raw sequencing and output data (FASTQ, BAM, FASTA, VCF) arn:aws:s3:::dnastack-covid-19-sra-data us-west-2 S3 Bucket https://github.com/DNAstack/dnastack-open-data [DNAstack](bioinformatics@dnastack.com) [DNAstack](https://dnastack.com/) Rolling [DNAstack terms of use](https://dnastack.com/terms-of-use/) aws-pds, bam, bioinformatics, coronavirus, COVID-19, fasta, fastq, global, genetic, genomic, health, life sciences, long read sequencing, SARS-CoV-2, vcf, virus, whole genome sequencing ['[Browse bucket](https://dnastack-covid-19-sra-data.s3.amazonaws.com/)'] False
DOE's Water Power Technology Office's (WPTO) US Wave dataset HSDS US Virtual Buoy domains arn:aws:s3:::nrel-pds-hsds/nrel/US_wave/virtual_buoy/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/US_Wave.md Levi.Kilcher@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed https://github.com/openEDI/documentation/blob/master/US_Wave.md aws-pds, earth observation, energy, geospatial, meteorological, water ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2FUS_wave%2Fvirtual_buoy%2F)']
DOE's Water Power Technology Office's (WPTO) US Wave dataset HSDS US Wave domains arn:aws:s3:::nrel-pds-hsds/nrel/US_wave/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/US_Wave.md Levi.Kilcher@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed https://github.com/openEDI/documentation/blob/master/US_Wave.md aws-pds, earth observation, energy, geospatial, meteorological, water ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2FUS_wave%2F)']
DOE's Water Power Technology Office's (WPTO) US Wave dataset 32 Year Wave Hindcast (1979-2010) from select virtual buoys along the Atlantic C arn:aws:s3:::wpto-pds-us-wave/v1.0.0/virtual_buoy/Atlantic/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/US_Wave.md Levi.Kilcher@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed https://github.com/openEDI/documentation/blob/master/US_Wave.md aws-pds, earth observation, energy, geospatial, meteorological, water ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2Fvirtual_buoy%2FAtlantic%2F)']
DOE's Water Power Technology Office's (WPTO) US Wave dataset 32 Year Wave Hindcast (1979-2010) from select virtual buoys along the West Coast arn:aws:s3:::wpto-pds-us-wave/v1.0.0/virtual_buoy/West_Coast/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/US_Wave.md Levi.Kilcher@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed https://github.com/openEDI/documentation/blob/master/US_Wave.md aws-pds, earth observation, energy, geospatial, meteorological, water ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2Fvirtual_buoy%2FWest_Coast%2F)']
DOE's Water Power Technology Office's (WPTO) US Wave dataset 32 Year Wave Hindcast (1979-2010) for the Pacific Ocean around US state of Hawai arn:aws:s3:::wpto-pds-us-wave/v1.0.0/Hawaii/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/US_Wave.md Levi.Kilcher@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed https://github.com/openEDI/documentation/blob/master/US_Wave.md aws-pds, earth observation, energy, geospatial, meteorological, water ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2FHawaii%2F)']
DOE's Water Power Technology Office's (WPTO) US Wave dataset 32 Year Wave Hindcast (1979-2010) for the Atlantic Coast of the United States at arn:aws:s3:::wpto-pds-us-wave/v1.0.0/Atlantic/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/US_Wave.md Levi.Kilcher@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed https://github.com/openEDI/documentation/blob/master/US_Wave.md aws-pds, earth observation, energy, geospatial, meteorological, water ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2FAtlantic%2F)']
DOE's Water Power Technology Office's (WPTO) US Wave dataset 32 Year Wave Hindcast (1979-2010) for the West Coast of the United States at 3-h arn:aws:s3:::wpto-pds-us-wave/v1.0.0/West_Coast/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/US_Wave.md Levi.Kilcher@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed https://github.com/openEDI/documentation/blob/master/US_Wave.md aws-pds, earth observation, energy, geospatial, meteorological, water ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2FWest_Coast%2F)']
DOE's Water Power Technology Office's (WPTO) US Wave dataset DOE's Water Power Technology Office's Wave Hindcast datasets arn:aws:s3:::wpto-pds-us-wave/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/US_Wave.md Levi.Kilcher@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed https://github.com/openEDI/documentation/blob/master/US_Wave.md aws-pds, earth observation, energy, geospatial, meteorological, water ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave)']
Daylight Map Distribution of OpenStreetMap Daylight OSM Elements (Parquet) arn:aws:s3:::daylight-openstreetmap/parquet/osm_elements us-west-2 S3 Bucket [Project Website](https://daylightmap.org) osm@fb.com [Meta](https://dataforgood.fb.com/) Quarterly [Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/) geospatial, osm, mapping, disaster response, aws-pds
Daylight Map Distribution of OpenStreetMap Daylight OSM Features (Parquet) arn:aws:s3:::daylight-openstreetmap/parquet/osm_features us-west-2 S3 Bucket [Project Website](https://daylightmap.org) osm@fb.com [Meta](https://dataforgood.fb.com/) Quarterly [Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/) geospatial, osm, mapping, disaster response, aws-pds
Daylight Map Distribution of OpenStreetMap New Parquet File Notification arn:aws:sns:us-west-2:632571768781:Analysis_Ready_Daylight us-west-2 SNS Topic [Project Website](https://daylightmap.org) osm@fb.com [Meta](https://dataforgood.fb.com/) Quarterly [Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/) geospatial, osm, mapping, disaster response, aws-pds
Daylight Map Distribution of OpenStreetMap Daylight Earth Table (Parquet) arn:aws:s3:::daylight-openstreetmap/earth us-west-2 S3 Bucket [Project Website](https://daylightmap.org) osm@fb.com [Meta](https://dataforgood.fb.com/) Quarterly [Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/) geospatial, osm, mapping, disaster response, aws-pds
Daylight Map Distribution of OpenStreetMap New OSM PBF Notification arn:aws:sns:us-west-1:632571768781:Daylight us-west-1 SNS Topic [Project Website](https://daylightmap.org) osm@fb.com [Meta](https://dataforgood.fb.com/) Quarterly [Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/) geospatial, osm, mapping, disaster response, aws-pds
Daylight Map Distribution of OpenStreetMap Daylight OSM PBF Files arn:aws:s3:::daylight-map-distribution/release/ us-west-1 S3 Bucket [Project Website](https://daylightmap.org) osm@fb.com [Meta](https://dataforgood.fb.com/) Quarterly [Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/) geospatial, osm, mapping, disaster response, aws-pds
Defense Meteorology Satellite Program (DMSP) Auroral Particle Flux DMSP Auroral Particle Flux arn:aws:s3:::dmspssj us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/dmspssj delores.knipp@colorado.edu Space Weather Technology, Research and Education Center (TREC) at University of Infrequent This data is in the '[public domain](https://creativecommons.org/publicdomain/ze aws-pds, solar, space weather, geospatial, earth observation
Demand-Side Grid (dsgrid) Toolkit Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (E arn:aws:s3:::oedi-data-lake/dsgrid-2018-efs/ us-west-2 S3 Bucket https://www.nrel.gov/analysis/dsgrid.html elaine.hale@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 4.0 United States License data assimilation, electricity, energy, energy modeling, meteorological, transportation, industrial, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=dsgrid-2018-efs%2F)']
Demand-Side Grid (dsgrid) Toolkit Demand-side grid (dsgrid) Toolkit Datasets arn:aws:s3:::nrel-pds-dsgrid/ us-west-2 S3 Bucket https://www.nrel.gov/analysis/dsgrid.html elaine.hale@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 4.0 United States License data assimilation, electricity, energy, energy modeling, meteorological, transportation, industrial, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-dsgrid%2F)']
Demand-Side Grid (dsgrid) Toolkit Transportation Energy & Mobility Pathway Options (TEMPO) Model Datasets arn:aws:s3:::nrel-pds-dsgrid/tempo/ us-west-2 S3 Bucket https://www.nrel.gov/analysis/dsgrid.html elaine.hale@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 4.0 United States License data assimilation, electricity, energy, energy modeling, meteorological, transportation, industrial, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-dsgrid&prefix=tempo%2F)']
Department of Energy's Marine Energy Data Lake Tidal Resource Data from Sequim Bay Inlet, WA, August 2020 arn:aws:s3:::marine-energy-data/primre/sequim-tidal-resource/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 4.0 United States License aws-pds, energy, marine, water ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=marine-energy-data&prefix=primre%2Fsequim-tidal-resource%2F)']
Department of Energy's Marine Energy Data Lake Data Catalog of the Marine and Hydrokinetic Data Repository arn:aws:s3:::marine-energy-data/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 4.0 United States License aws-pds, energy, marine, water ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=marine-energy-data)']
Department of Energy's Open Energy Data Initiative (OEDI) Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (E arn:aws:s3:::oedi-data-lake/dsgrid-2018-efs/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=dsgrid-2018-efs%2F)']
Department of Energy's Open Energy Data Initiative (OEDI) BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short- arn:aws:s3:::oedi-data-lake/buildings-bench/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=buildings-bench)']
Department of Energy's Open Energy Data Initiative (OEDI) Wind and Structural Loads on Parabolic Trough Solar Collectors at Nevada Solar O arn:aws:s3:::oedi-data-lake/NSO/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=NSO%2F)']
Department of Energy's Open Energy Data Initiative (OEDI) PR100: Puerto Rico Grid Resilience and Transition to 100% Renewable Energy arn:aws:s3:::oedi-data-lake/PR100/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=PR100%2F)']
Department of Energy's Open Energy Data Initiative (OEDI) AlphaBuilding - Synthetic Buildings Operation Dataset arn:aws:s3:::oedi-data-lake/building_synthetic_dataset/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=building_synthetic_dataset%2F)']
Department of Energy's Open Energy Data Initiative (OEDI) Photovoltaic Data Acquisition (PVDAQ) Public Datasets arn:aws:s3:::oedi-data-lake/pvdaq/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=pvdaq%2F)']
Department of Energy's Open Energy Data Initiative (OEDI) University of Miami Coupled Model (UMCM) for Hurricanes Ike and Sandy arn:aws:s3:::oedi-data-lake/umcm/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=umcm%2F)']
Department of Energy's Open Energy Data Initiative (OEDI) Distributed Generation Market Demand (dGen) model arn:aws:s3:::oedi-data-lake/dgen/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=dgen%2F)']
Department of Energy's Open Energy Data Initiative (OEDI) Lawrence Berkeley National Laboratory (LBNL) Tracking the Sun arn:aws:s3:::oedi-data-lake/tracking-the-sun/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=tracking-the-sun%2F)']
Department of Energy's Open Energy Data Initiative (OEDI) National Renewable Energy Laboratory (NREL) PV Rooftop Database - (PVRDB) arn:aws:s3:::oedi-data-lake/pv-rooftop/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=pv-rooftop%2F)']
Department of Energy's Open Energy Data Initiative (OEDI) National Renewable Energy Laboratory (NREL) PV Rooftop Database - Puerto Rico (P arn:aws:s3:::oedi-data-lake/pv-rooftop-pr/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=pv-rooftop-pr%2F)']
Department of Energy's Open Energy Data Initiative (OEDI) Synthetic Models for Advanced, Realistic Testing: Distribution systems and Scena arn:aws:s3:::oedi-data-lake/SMART-DS/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=SMART-DS%2F)']
Department of Energy's Open Energy Data Initiative (OEDI) NREL's Annual Technology Baseline (ATB) arn:aws:s3:::oedi-data-lake/ATB/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2F)']
Department of Energy's Open Energy Data Initiative (OEDI) Data Catalog of the Open Energy Data Initiative (OEDI) arn:aws:s3:::oedi-data-lake/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake)']
Department of Energy's Open Energy Data Initiative (OEDI) BUTTER - Empirical Deep Learning Dataset arn:aws:s3:::oedi-data-lake/butter/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=butter%2F)']
Department of Energy's Open Energy Data Initiative (OEDI) End-Use Load Profiles for the US Building Stock arn:aws:s3:::oedi-data-lake/nrel-pds-building-stock/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, geospatial, model, solar, lidar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=nrel-pds-building-stock%2F)']
Department of Energy’s Geothermal Data Repository (GDR) Data Lake Seismic Survey 2016 Data at Crescent Valley, Nevada arn:aws:s3:::gdr-data-lake/wholescale/subter_seismic/crescent_valley us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 4.0 United States License aws-pds, energy, geothermal ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=gdr-data-lake&prefix=wholescale%2Fsubter_seismic%2Fcrescent_valley%2F)']
Department of Energy’s Geothermal Data Repository (GDR) Data Lake WHOLESCALE: Seismic Survey Data from San Emidio Nevada 2021 arn:aws:s3:::gdr-data-lake/wholescale/2021_seismic us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 4.0 United States License aws-pds, energy, geothermal ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=gdr-data-lake&prefix=wholescale%2F2021_seismic%2F)']
Department of Energy’s Geothermal Data Repository (GDR) Data Lake Seismic Survey 2016 Data at San Emidio Nevada arn:aws:s3:::gdr-data-lake/wholescale/subter_seismic/san_emidio us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 4.0 United States License aws-pds, energy, geothermal ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=gdr-data-lake&prefix=wholescale%2Fsubter_seismic%2Fsan_emidio%2F)']
Department of Energy’s Geothermal Data Repository (GDR) Data Lake Imperial Valley Dark Fiber Project Continuous DAS Data arn:aws:s3:::gdr-data-lake/imperialvalleydas us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 4.0 United States License aws-pds, energy, geothermal ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=gdr-data-lake&prefix=imperialvalleydas%2F)']
Department of Energy’s Geothermal Data Repository (GDR) Data Lake EGS Collab Experiment 1: Continuous Active-Source Seismic Monitoring (CASSM) Dat arn:aws:s3:::gdr-data-lake/egs_collab/experiment_1/EGS_CASSM us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 4.0 United States License aws-pds, energy, geothermal ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=gdr-data-lake&prefix=egs_collab%2Fexperiment_1%2FEGS_CASSM%2F)']
Department of Energy’s Geothermal Data Repository (GDR) Data Lake Data Catalog of the Geothermal Data Repository (GDR) arn:aws:s3:::gdr-data-lake/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/ https://github.com/openEDI/documentation/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 4.0 United States License aws-pds, energy, geothermal ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=gdr-data-lake)']
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue DialoGLUE checkpoints arn:aws:s3:::dialoglue us-east-1 S3 Bucket https://github.com/alexa/dialoglue mihaeric@amazon.com, mehrishikib@gmail.com, hakkanit@amazon.com [Amazon](https://www.amazon.com/) Not currently being updated [CDLA-Sharing](https://cdla.io/sharing-1-0/) amazon.science, natural language processing, machine learning, conversation data ['[Browse Bucket](https://dialoglue.s3.amazonaws.com/index.html)']
Digital Earth Africa ALOS PALSAR, ALOS-2 PALSAR-2 and JERS-1 ALOS PALSAR ALOS-2 PALSAR-2 data arn:aws:s3:::deafrica-input-datasets/alos_palsar_mosaic af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/ALOS_PALSAR_annual_mosa helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) As available, generally annually. Data is available for free under the [terms of use](https://earth.jaxa.jp/policy aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, synthetic aperture radar, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/alos_palsar_mosaic)'] False
Digital Earth Africa ALOS PALSAR, ALOS-2 PALSAR-2 and JERS-1 S3 Inventory arn:aws:s3:::deafrica-input-datasets-inventory af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/ALOS_PALSAR_annual_mosa helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) As available, generally annually. Data is available for free under the [terms of use](https://earth.jaxa.jp/policy aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, synthetic aperture radar, deafrica, stac, cog
Digital Earth Africa ALOS PALSAR, ALOS-2 PALSAR-2 and JERS-1 Bucket creation event notification, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-input-datasets-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/ALOS_PALSAR_annual_mosa helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) As available, generally annually. Data is available for free under the [terms of use](https://earth.jaxa.jp/policy aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, synthetic aperture radar, deafrica, stac, cog
Digital Earth Africa CHIRPS Rainfall Bucket creation event notification, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-input-datasets-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/CHIRPS_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) Monthly. To the extent possible under the law, Pete Peterson has waived all copyright and aws-pds, agriculture, climate, earth observation, food security, geospatial, meteorological, satellite imagery, sustainability, deafrica, stac, cog
Digital Earth Africa CHIRPS Rainfall CHIRPS monthly rainfall arn:aws:s3:::deafrica-input-datasets/rainfall_chirps_monthly af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/CHIRPS_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) Monthly. To the extent possible under the law, Pete Peterson has waived all copyright and aws-pds, agriculture, climate, earth observation, food security, geospatial, meteorological, satellite imagery, sustainability, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/rainfall_chirps_monthly)'] False
Digital Earth Africa CHIRPS Rainfall CHIRPS daily rainfall arn:aws:s3:::deafrica-input-datasets/rainfall_chirps_daily af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/CHIRPS_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) Monthly. To the extent possible under the law, Pete Peterson has waived all copyright and aws-pds, agriculture, climate, earth observation, food security, geospatial, meteorological, satellite imagery, sustainability, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/rainfall_chirps_daily)'] False
Digital Earth Africa CHIRPS Rainfall S3 Inventory arn:aws:s3:::deafrica-input-datasets-inventory af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/CHIRPS_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) Monthly. To the extent possible under the law, Pete Peterson has waived all copyright and aws-pds, agriculture, climate, earth observation, food security, geospatial, meteorological, satellite imagery, sustainability, deafrica, stac, cog
Digital Earth Africa Coastlines S3 Inventory arn:aws:s3:::deafrica-services-inventory af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Coastlines_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) To be defined. DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, climate, coastal, earth observation, geospatial, satellite imagery, sustainability, deafrica
Digital Earth Africa Coastlines Bucket creation event notification, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-services-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/Coastlines_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) To be defined. DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, climate, coastal, earth observation, geospatial, satellite imagery, sustainability, deafrica
Digital Earth Africa Coastlines DE Africa Coastlines arn:aws:s3:::deafrica-services/coastlines af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Coastlines_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) To be defined. DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, climate, coastal, earth observation, geospatial, satellite imagery, sustainability, deafrica False
Digital Earth Africa Cropland Extent Map (2019) Cropland extent map 2019 arn:aws:s3:::deafrica-services/crop_mask af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Cropland_extent_specs.h helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) To be defined. DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, earth observation, food security, geospatial, satellite imagery, sustainability, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/crop_mask)'] False
Digital Earth Africa Cropland Extent Map (2019) S3 Inventory arn:aws:s3:::deafrica-services-inventory af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Cropland_extent_specs.h helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) To be defined. DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, earth observation, food security, geospatial, satellite imagery, sustainability, deafrica, stac, cog
Digital Earth Africa Cropland Extent Map (2019) Bucket creation event notification, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-services-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/Cropland_extent_specs.h helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) To be defined. DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, earth observation, food security, geospatial, satellite imagery, sustainability, deafrica, stac, cog
Digital Earth Africa Fractional Cover S3 Inventory arn:aws:s3:::deafrica-services-inventory af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs. helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New scene-level data is added as new Landsat data is available. New summaries ar DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog
Digital Earth Africa Fractional Cover Bucket creation event notification, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-services-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs. helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New scene-level data is added as new Landsat data is available. New summaries ar DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog
Digital Earth Africa Fractional Cover New scene notifications, can subscribe with Lambda arn:aws:sns:af-south-1:565417506782:deafrica-landsat-wofs af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs. helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New scene-level data is added as new Landsat data is available. New summaries ar DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog
Digital Earth Africa Fractional Cover Fractional Cover data arn:aws:s3:::deafrica-services/fc_ls af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs. helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New scene-level data is added as new Landsat data is available. New summaries ar DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/fc_ls)'] False
Digital Earth Africa Fractional Cover Fractional Cover Annual Summary data arn:aws:s3:::deafrica-services/fc_ls_summary_annual af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs. helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New scene-level data is added as new Landsat data is available. New summaries ar DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/fc_ls_summary_annual)'] False
Digital Earth Africa GeoMAD Sentinel-2 GeoMAD (Annual) data arn:aws:s3:::deafrica-services/gm_s2_annual af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gm_s2_annual)'] False
Digital Earth Africa GeoMAD Sentinel-2 GeoMAD (Semi-Annual) data arn:aws:s3:::deafrica-services/gm_s2_semiannual af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gm_s2_semiannual)'] False
Digital Earth Africa GeoMAD Landsat 8 GeoMAD (Annual) data arn:aws:s3:::deafrica-services/gm_ls8_annual af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gm_ls8_annual)'] False
Digital Earth Africa GeoMAD Bucket creation event notification, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-services-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog
Digital Earth Africa GeoMAD Landsat 5 and 7 GeoMAD (Annual) data arn:aws:s3:::deafrica-services/gm_ls5_ls7_annual af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gm_ls5_ls7_annual)'] False
Digital Earth Africa GeoMAD S3 Inventory arn:aws:s3:::deafrica-services-inventory af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog
Digital Earth Africa Global Mangrove Watch Bucket creation event notification, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-input-datasets-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/Global_Mangrove_Watch_s helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) To be defined. DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, natural resource, earth observation, coastal, geospatial, satellite imagery, sustainability, deafrica, stac, cog, land cover
Digital Earth Africa Global Mangrove Watch Global Mangrove Watch arn:aws:s3:::deafrica-input-datasets/gmw af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Global_Mangrove_Watch_s helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) To be defined. DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, natural resource, earth observation, coastal, geospatial, satellite imagery, sustainability, deafrica, stac, cog, land cover ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gmw)'] False
Digital Earth Africa Global Mangrove Watch S3 Inventory arn:aws:s3:::deafrica-services-inventory af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Global_Mangrove_Watch_s helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) To be defined. DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, natural resource, earth observation, coastal, geospatial, satellite imagery, sustainability, deafrica, stac, cog, land cover
Digital Earth Africa Landsat Collection 2 Level 2 New scene notifications, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-landsat-scene-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.htm helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New Landsat data are added regularly, usually within a few hours of them being a There are no restrictions on Landsat data downloaded from the USGS; it can be us aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog
Digital Earth Africa Landsat Collection 2 Level 2 S3 Inventory files arn:aws:s3:::deafrica-landsat-inventory af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.htm helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New Landsat data are added regularly, usually within a few hours of them being a There are no restrictions on Landsat data downloaded from the USGS; it can be us aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog
Digital Earth Africa Landsat Collection 2 Level 2 Landsat scenes and metadata arn:aws:s3:::deafrica-landsat af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.htm helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New Landsat data are added regularly, usually within a few hours of them being a There are no restrictions on Landsat data downloaded from the USGS; it can be us aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/)'] False
Digital Earth Africa Landsat Collection 2 Level 2 Bucket creation event notification, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-landsat-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.htm helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New Landsat data are added regularly, usually within a few hours of them being a There are no restrictions on Landsat data downloaded from the USGS; it can be us aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog
Digital Earth Africa Monthly Normalised Difference Vegetation Index (NDVI) Anomaly S3 Inventory arn:aws:s3:::deafrica-services-inventory af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/NDVI_Anomaly_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) From September 2022, the Monthly NDVI Anomaly is generated as a low latency prod DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog
Digital Earth Africa Monthly Normalised Difference Vegetation Index (NDVI) Anomaly Bucket creation event notification, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-services-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/NDVI_Anomaly_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) From September 2022, the Monthly NDVI Anomaly is generated as a low latency prod DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog
Digital Earth Africa Monthly Normalised Difference Vegetation Index (NDVI) Anomaly Monthly Normalised Difference Vegetation Index (NDVI) Anomaly arn:aws:s3:::deafrica-services/ndvi_anomaly af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/NDVI_Anomaly_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) From September 2022, the Monthly NDVI Anomaly is generated as a low latency prod DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/ndvi_anomaly)'] False
Digital Earth Africa Monthly Normalised Difference Vegetation Index (NDVI) Anomaly New scene notifications, can subscribe with Lambda arn:aws:sns:af-south-1:565417506782:deafrica-landsat-wofs af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/NDVI_Anomaly_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) From September 2022, the Monthly NDVI Anomaly is generated as a low latency prod DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog
Digital Earth Africa Normalised Difference Vegetation Index (NDVI) Climatology Bucket creation event notification, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-services-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/ndvi_climatology_ls.htm helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) N/A DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog
Digital Earth Africa Normalised Difference Vegetation Index (NDVI) Climatology New scene notifications, can subscribe with Lambda arn:aws:sns:af-south-1:565417506782:deafrica-landsat-wofs af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/ndvi_climatology_ls.htm helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) N/A DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog
Digital Earth Africa Normalised Difference Vegetation Index (NDVI) Climatology Normalised Difference Vegetation Index (NDVI) Climatology arn:aws:s3:::deafrica-services/ndvi_climatology_ls af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/ndvi_climatology_ls.htm helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) N/A DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/ndvi_climatology_ls)'] False
Digital Earth Africa Normalised Difference Vegetation Index (NDVI) Climatology S3 Inventory arn:aws:s3:::deafrica-services-inventory af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/ndvi_climatology_ls.htm helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) N/A DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog
Digital Earth Africa Sentinel-1 Radiometrically Terrain Corrected Sentinel-1 tiles and metadata arn:aws:s3:::deafrica-sentinel-1 af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-1_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New Sentinel-1 data are added regularly. Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog, synthetic aperture radar ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/s1_rtc)'] False
Digital Earth Africa Sentinel-1 Radiometrically Terrain Corrected S3 Inventory arn:aws:s3:::deafrica-sentinel-1-inventory af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-1_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New Sentinel-1 data are added regularly. Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog, synthetic aperture radar
Digital Earth Africa Sentinel-1 Radiometrically Terrain Corrected New scene notifications, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-1-scene-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-1_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New Sentinel-1 data are added regularly. Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog, synthetic aperture radar
Digital Earth Africa Sentinel-1 Radiometrically Terrain Corrected Bucket creation event notification, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-1-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-1_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New Sentinel-1 data are added regularly. Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog, synthetic aperture radar
Digital Earth Africa Sentinel-2 Level-2A New scene notifications, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-2-scene-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New Sentinel-2 scenes are added regularly, usually within few hours after they a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog
Digital Earth Africa Sentinel-2 Level-2A Bucket creation event notification, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-2-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New Sentinel-2 scenes are added regularly, usually within few hours after they a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog
Digital Earth Africa Sentinel-2 Level-2A S3 Inventory arn:aws:s3:::deafrica-sentinel-2-inventory af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New Sentinel-2 scenes are added regularly, usually within few hours after they a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog
Digital Earth Africa Sentinel-2 Level-2A Sentinel-2 scenes and metadata arn:aws:s3:::deafrica-sentinel-2 af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New Sentinel-2 scenes are added regularly, usually within few hours after they a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/s2_l2a)'] False
Digital Earth Africa Water Observations from Space Bucket creation event notification, can subscribe with Lambda arn:aws:sns:af-south-1:543785577597:deafrica-services-topic af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New scene-level data is added as new Landsat data is available. New summaries ar DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog
Digital Earth Africa Water Observations from Space S3 Inventory arn:aws:s3:::deafrica-services-inventory af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New scene-level data is added as new Landsat data is available. New summaries ar DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog
Digital Earth Africa Water Observations from Space Water Observations from Space All-Time Summary data arn:aws:s3:::deafrica-services/wofs_ls_summary_alltime af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New scene-level data is added as new Landsat data is available. New summaries ar DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/wofs_ls_summary_alltime)'] False
Digital Earth Africa Water Observations from Space Water Observations from Space Annual Summary data arn:aws:s3:::deafrica-services/wofs_ls_summary_annual af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New scene-level data is added as new Landsat data is available. New summaries ar DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/wofs_ls_summary_annual)'] False
Digital Earth Africa Water Observations from Space Water Observations from Space data arn:aws:s3:::deafrica-services/wofs_ls af-south-1 S3 Bucket https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New scene-level data is added as new Landsat data is available. New summaries ar DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/wofs_ls)'] False
Digital Earth Africa Water Observations from Space New scene notifications, can subscribe with Lambda arn:aws:sns:af-south-1:565417506782:deafrica-landsat-wofs af-south-1 SNS Topic https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html helpdesk@digitalearthafrica.org [Digital Earth Africa](https://www.digitalearthafrica.org/) New scene-level data is added as new Landsat data is available. New summaries ar DE Africa makes this data available under the Creative Commons Attribute 4.0 lic aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog
DigitalCorpora Digital Corpora Dataset arn:aws:s3:::digitalcorpora us-west-2 S3 Bucket https://digitalcorpora.org Digital Corpora <admin@digitalcorpora.org> [Simson Garfinkel](https://simson.net/) Quarterly There are no restrictions on the use of this data. aws-pds, computer security, cyber security, CSI, information retrieval, computer forensics, digital forensics, machine learning, machine translation, image processing, imaging, internet, intrusion detection, text analysis
Discrete Reasoning Over the content of Paragraphs (DROP) Project data files in a public bucket arn:aws:s3:::ai2-public-datasets us-west-2 S3 Bucket https://allenai.org/data/drop info@allenai.org [Allen Institute for AI](https://allenai.org) Not updated [CC BY](https://creativecommons.org/licenses/by/4.0) aws-pds, machine learning, natural language processing
Distributed Archives for Neurophysiology Data Integration (DANDI) All datasets arn:aws:s3:::dandiarchive us-east-2 S3 Bucket http://dandiarchive.org [DANDI Archive Help Desk](https://github.com/dandi/helpdesk/issues/new/choose) [DANDI Archive](https://www.dandiarchive.org/team) New datasets deposited every month CC0, CC-BY aws-pds, biology, cell imaging, electrophysiology, life sciences, infrastructure, neuroimaging, neurophysiology, neuroscience
District of Columbia - Classified Point Cloud LiDAR LAS, XML, SHP arn:aws:s3:::dc-lidar-2015 us-east-1 S3 Bucket [2015 data](https://github.com/awslabs/open-data-docs/tree/main/docs/dc-lidar-20 dcgis@dc.gov [Washington DC government](https://dc.gov/) The most recent data is from 2018 and 2015 data is available as well. A new data See Washington, DC [Terms of Use](https://dc.gov/page/terms-and-conditions-use) aws-pds, geospatial, cities, us-dc, disaster response ['[Browse Bucket](https://dc-lidar-2015.s3.amazonaws.com/index.html)']
District of Columbia - Classified Point Cloud LiDAR LAS, XML arn:aws:s3:::dc-lidar-2018 us-east-1 S3 Bucket [2015 data](https://github.com/awslabs/open-data-docs/tree/main/docs/dc-lidar-20 dcgis@dc.gov [Washington DC government](https://dc.gov/) The most recent data is from 2018 and 2015 data is available as well. A new data See Washington, DC [Terms of Use](https://dc.gov/page/terms-and-conditions-use) aws-pds, geospatial, cities, us-dc, disaster response ['[Browse Bucket](https://dc-lidar-2018.s3.amazonaws.com/index.html)']
Downscaled Climate Data for Alaska (v1.1, August 2023) Dynamically downscaled climate data for Alaska and surrounding regions arn:aws:s3:::wrf-ak-ar5 us-east-1 S3 Bucket https://catalog.snap.uaf.edu/geonetwork/srv/eng/catalog.search#/metadata/7825535 http://directory.iarc.uaf.edu/peter-bieniek Scenarios Network for Alaska + Arctic Planning at the International Arctic Resea as needed https://creativecommons.org/licenses/by/4.0/ aws-pds, agriculture, climate, coastal, earth observation, environmental, weather, aws-pds, sustainability ['[Browse Bucket](http://wrf-ak-ar5.s3-website-us-east-1.amazonaws.com/)']
ECMWF real-time forecasts Access ECMWF's open-data for real-time forecasts arn:aws:s3:::ecmwf-forecasts eu-central-1 S3 Bucket [User Documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A https://confluence.ecmwf.int/site/support [European Centre for Medium-Range Weather Forecasts](https://www.ecmwf.int/) The data are released 1 hour after the [real-time dissemination schedule](https: This ECMWF data is published under a Creative Commons Attribution 4.0 Internatio aws-pds, air temperature, atmosphere, meteorological, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, precipitation, weather
EMory BrEast Imaging Dataset (EMBED) EMBED dataset and tables arn:aws:s3:::embed-dataset-open us-west-2 S3 Bucket https://github.com/Emory-HITI/EMBED_Open_Data hari.trivedi@emory.edu Health Innovation and Translational Informatics Lab at Emory University (hitilab New data to be added annually [Custom License](https://github.com/Emory-HITI/EMBED_Open_Data/blob/main/EMBED_l aws-pds, health, cancer, mammography, imaging, x-ray, bias, biology https://forms.gle/HwGMM6vdv3w32TKF9
EPA Dynamically Downscaled Ensemble (EDDE) Notifications for EDDE bucket arn:aws:sns:us-east-1:127085394039:epa-edde-object_created us-east-1 SNS Topic EDDE Version 1 can be referenced using https://doi.org/10.23719/1530964 Please s spero.tanya@epa.gov; mallard.megan@epa.gov U.S. Environmental Protection Agency, Office of Research and Development, Center Quarterly These datasets are products of the U.S. Government and are intended for public a aws-pds, weather, climate, climate model, climate projections, CMIP5, CMIP6, us, atmosphere, environmental, meteorological, Eulerian, model, simulations, HPC, events, fluid dynamics, geospatial, netcdf, hdf5, physics, geoscience, open source software, post-processing, air temperature, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, precipitation, radiation, elevation, land use, land cover, agriculture, air quality, infrastructure, ecosystems, floods, health, hydrology, water
EPA Dynamically Downscaled Ensemble (EDDE) EDDE data are compressed netCDF (https://unidataucaredu/software/netcdf/) file arn:aws:s3:::epa-edde us-east-1 S3 Bucket EDDE Version 1 can be referenced using https://doi.org/10.23719/1530964 Please s spero.tanya@epa.gov; mallard.megan@epa.gov U.S. Environmental Protection Agency, Office of Research and Development, Center Quarterly These datasets are products of the U.S. Government and are intended for public a aws-pds, weather, climate, climate model, climate projections, CMIP5, CMIP6, us, atmosphere, environmental, meteorological, Eulerian, model, simulations, HPC, events, fluid dynamics, geospatial, netcdf, hdf5, physics, geoscience, open source software, post-processing, air temperature, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, precipitation, radiation, elevation, land use, land cover, agriculture, air quality, infrastructure, ecosystems, floods, health, hydrology, water ['[Browse Bucket](https://epa-edde.s3.amazonaws.com/index.html)']
EPA Risk-Screening Environmental Indicators RSEI Microdata arn:aws:s3:::epa-rsei-pds us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/epa-rsei-pds https://www.epa.gov/rsei/forms/contact-us-about-rsei-model [Environmental Protection Agency](https://www.epa.gov/rsei/) Updated infrequently US Government work aws-pds, environmental ['[Browse Bucket](https://epa-rsei-pds.s3.amazonaws.com/index.html)']
ERA5-for-WRF Open Data on AWS ERA5-for-WRF Data arn:aws:s3:::era5-for-wrf us-east-1 S3 Bucket https://github.com/moptis/era5-for-wrf/ info@veer.eco [Veer Renewables](http://www.veer.eco/) Monthly. CC BY-SA 4.0 aws-pds, weather, sustainability, atmosphere, electricity, meteorological, model
ESA WorldCover ESA WorldCover in a S3 bucket arn:aws:s3:::esa-worldcover eu-central-1 S3 Bucket Documentation is available [here](https://esa-worldcover.org/en/data-access). https://esa-worldcover.org/en/contact [VITO](https://vito.be) Yearly. CC-BY 4.0 aws-pds, earth observation, agriculture, satellite imagery, geospatial, natural resource, sustainability, cog, disaster response, mapping, synthetic aperture radar, land cover, land use, machine learning, stac ['[STAC endpoint](https://services.terrascope.be/stac/)'] False
ESA WorldCover Sentinel-1 and Sentinel-2 10m Annual Composites ESA WorldCover S1 composites The bucket contains 1 Sentinel-1 annual composite arn:aws:s3:::esa-worldcover-s1 eu-central-1 S3 Bucket More information is available on the products' [GitHub](https://github.com/ESA-W https://esa-worldcover.org/en/contact [VITO](https://vito.be) Not updated. CC-BY 4.0 aws-pds, earth observation, agriculture, satellite imagery, geospatial, natural resource, sustainability, cog, disaster response, mapping, synthetic aperture radar, land cover, land use, machine learning, stac ['[Products Grid](https://esa-worldcover.s3.eu-central-1.amazonaws.com/esa_worldcover_grid_composites.fgb)', '[WorldCover Viewer](https://viewer.esa-worldcover.org/worldcover/?layer=WORLDCOVER_2021_S1_VVVHratio)'] False
ESA WorldCover Sentinel-1 and Sentinel-2 10m Annual Composites ESA WorldCover S2 composites The bucket contains the 3 Sentinel-2 L2A annual co arn:aws:s3:::esa-worldcover-s2 eu-central-1 S3 Bucket More information is available on the products' [GitHub](https://github.com/ESA-W https://esa-worldcover.org/en/contact [VITO](https://vito.be) Not updated. CC-BY 4.0 aws-pds, earth observation, agriculture, satellite imagery, geospatial, natural resource, sustainability, cog, disaster response, mapping, synthetic aperture radar, land cover, land use, machine learning, stac ['[Products Grid](https://esa-worldcover.s3.eu-central-1.amazonaws.com/esa_worldcover_grid_composites.fgb)', '[WorldCover Viewer](https://viewer.esa-worldcover.org/worldcover/?layer=WORLDCOVER_2021_S2_NDVI)'] False
EURO-CORDEX - European component of the Coordinated Regional Downscaling Experiment Project data files arn:aws:s3:::euro-cordex eu-central-1 S3 Bucket https://www.euro-cordex.net/060378/index.php.en cordex-aws@hereon.de [Helmholtz Centre Hereon / GERICS](https://www.climate-service-center.de) We will add more datasets on demand. https://is-enes-data.github.io/cordex_terms_of_use.pdf aws-pds, climate, model, climate model, atmosphere, geospatial, zarr
Earth Observation Data Cubes for Brazil Notifications for new EO Data Cubes Sentinel-2 scenes arn:aws:sns:us-west-2:896627514407:bdc-sentinel-2-object_created us-west-2 SNS Topic http://brazildatacube.org/en/home-page-2/ brazildatacube@inpe.br [INPE - Brazil Data Cube](http://brazildatacube.org/) New EO data cubes are added as soon as there are produced by the Brazil Data Cub The EO data cubes are produced from free and open images of CBERS-4, Landsat-8 a earth observation, satellite imagery, geoscience, geospatial, image processing, open source software, cog, stac, aws-pds
Earth Observation Data Cubes for Brazil Earth Observation Data Cubes for Brazil - CBERS 4 arn:aws:s3:::bdc-cbers us-west-2 S3 Bucket http://brazildatacube.org/en/home-page-2/ brazildatacube@inpe.br [INPE - Brazil Data Cube](http://brazildatacube.org/) New EO data cubes are added as soon as there are produced by the Brazil Data Cub The EO data cubes are produced from free and open images of CBERS-4, Landsat-8 a earth observation, satellite imagery, geoscience, geospatial, image processing, open source software, cog, stac, aws-pds ['[BDC STAC V0.9.0 endpoint](https://bdc-cbers.s3.us-west-2.amazonaws.com/catalog.json)'] False
Earth Observation Data Cubes for Brazil Earth Observation Data Cubes for Brazil - Sentinel 2A/2B arn:aws:s3:::bdc-sentinel-2 us-west-2 S3 Bucket http://brazildatacube.org/en/home-page-2/ brazildatacube@inpe.br [INPE - Brazil Data Cube](http://brazildatacube.org/) New EO data cubes are added as soon as there are produced by the Brazil Data Cub The EO data cubes are produced from free and open images of CBERS-4, Landsat-8 a earth observation, satellite imagery, geoscience, geospatial, image processing, open source software, cog, stac, aws-pds ['[BDC STAC V0.9.0 endpoint](https://bdc-sentinel-2.s3.us-west-2.amazonaws.com/catalog.json)'] False
Earth Observation Data Cubes for Brazil Notifications for new EO Data Cubes CBERS scenes arn:aws:sns:us-west-2:896627514407:bdc-cbers-object_created us-west-2 SNS Topic http://brazildatacube.org/en/home-page-2/ brazildatacube@inpe.br [INPE - Brazil Data Cube](http://brazildatacube.org/) New EO data cubes are added as soon as there are produced by the Brazil Data Cub The EO data cubes are produced from free and open images of CBERS-4, Landsat-8 a earth observation, satellite imagery, geoscience, geospatial, image processing, open source software, cog, stac, aws-pds
Earth Radio Occultation Three types of data exist in a directory hierarchy that includes the contributin arn:aws:s3:::gnss-ro-data us-east-1 S3 Bucket http://github.com/gnss-ro/aws-opendata Stephen Leroy (sleroy@aer.com) Verisk Atmospheric and Environmental Research, Inc. The dataset is updated monthly for UCAR and ROM SAF contributions only. The upda A Creative Commons open-use licence (https://www.ucar.edu/terms-of-use/data) app aws-pds, atmosphere, climate, earth observation, global, signal processing, weather ['[Browse Bucket](https://gnss-ro-data.s3.amazonaws.com/index.html)']
EarthDEM EarthDEM DEM Strips arn:aws:s3:::pgc-opendata-dems/earthdem/strips/ us-west-2 S3 Bucket https://www.pgc.umn.edu/data/earthdem/ pgc-support@umn.edu [Polar Geospatial Center](https://www.pgc.umn.edu/) New DEM strips are added when allowed by licensing restrictions. Mosaic product [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac ['[Browse STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/earthdem/strips.json)']
Encyclopedia of DNA Elements (ENCODE) Released and archived ENCODE data arn:aws:s3:::encode-public us-west-2 S3 Bucket https://www.encodeproject.org encode-help@lists.stanford.edu ENCODE Data Coordinating Center Daily External data users may freely download, analyze, and publish results based on a aws-pds, biology, bioinformatics, genetic, genomic, life sciences
End of Term Web Archive Dataset Web Archive Crawl Data (WARC and ARC formats) arn:aws:s3:::eotarchive us-east-1 S3 Bucket https://eotarchive.org/data/ Mark Phillips <mark.phillips@unt.edu>, Sawood Alam <sawood@archive.org> [End of Term Web Archive](https://eotarchive.org) Every four years after a US Presidentaial Election There are no restrictions on the use, access, and/or download of data from the E aws-pds, natural language processing, internet, web archive, archives
End-Use Load Profiles for the U.S. Building Stock End-Use Load Profiles for the US Building Stock arn:aws:s3:::oedi-data-lake/nrel-pds-building-stock/ us-west-2 S3 Bucket https://www.nrel.gov/buildings/end-use-load-profiles.html ComStock@nrel.gov and ResStock@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Twice per year [ComStock License](https://github.com/NREL/ComStock/blob/main/LICENSE.txt) and [ aws-pds, climate, cities, energy, energy modeling, geospatial, metadata, model, open source software, sustainability, utilities ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=nrel-pds-building-stock%2Fend-use-load-profiles-for-us-building-stock%2F)']
Enriched Topical-Chat Dataset for Knowledge-Grounded Dialogue Systems Enriched Topical-Chat Dataset for Knowledge-Grounded Dialogue Systems arn:aws:s3:::enriched-topical-chat us-west-2 S3 Bucket https://github.com/alexa/Topical-Chat/blob/master/TopicalChatEnriched/README.md behnam@amazon.com, karthgop@amazon.com, seokhwk@amazon.com, yangliud@amazon.com, [Amazon](https://www.amazon.com/) Not currently being updated [CDLA-Sharing](https://cdla.io/sharing-1-0/) amazon.science, natural language processing, machine learning, conversation data
Ensemble Meteorological Dataset for Planet Earth, EM-Earth Ensemble Meteorological Dataset for Planet Earth, EM-Earth arn:aws:s3:::emearth us-west-2 S3 Bucket https://doi.org/10.20383/102.0547 shervan.gharari@usask.ca [Computational Hydrology at the University of Saskatchewan](https://uofs-comphyd N/A Creative Commons Attribution 4.0 International (CC BY 4.0) https://creativecommo aws-pds, atmosphere, netcdf, near-surface air temperature, precipitation, meteorological ['[Browse Bucket](https://emearth.s3.amazonaws.com/index.html)']
Epoch of Reionization Dataset Selected MWA EoR data (uvfits format) from 2013-2015 arn:aws:s3:::mwapublic us-east-1 S3 Bucket http://danielcjacobs.com/research/epoch-of-reionization-aws-public-dataset/ brynah (at) phys.washington.edu University of washington Radio Cosmology Group Irregularly BSD 2-Clause astronomy, aws-pds
Estimating Confidence Intervals for 2020 Census Statistics Using an Approximate Monte Carlo Simulation Census Open Data S3 Inventory arn:aws:s3:::uscb-opendata-inventory us-west-2 S3 Bucket [AMC Replicates README](https://uscb-2020-product-releases.s3.amazonaws.com/dece 2020DAS@census.gov [United States Census Bureau](http://www.census.gov/) Not Updated CC0 1.0 Universal census, differential privacy, disclosure avoidance, ethnicity, group quarters, hispanic, latino, housing, housing units, noisy measurements, population, race, redistricting, demographic and housing characteristics file, dhc, voting age, household type, relation-to-householder, age, single year of age, approximate monte carlo, approximate monte carlo replicates, microdata
Estimating Confidence Intervals for 2020 Census Statistics Using an Approximate Monte Carlo Simulation 2010 Census Production Settings Demographic and Housing Characteristics Approxim arn:aws:s3:::uscb-2020-product-releases/decennial/amc/2010/mdf/2010-dhc-mdf-replicates us-west-2 S3 Bucket [AMC Replicates README](https://uscb-2020-product-releases.s3.amazonaws.com/dece 2020DAS@census.gov [United States Census Bureau](http://www.census.gov/) Not Updated CC0 1.0 Universal census, differential privacy, disclosure avoidance, ethnicity, group quarters, hispanic, latino, housing, housing units, noisy measurements, population, race, redistricting, demographic and housing characteristics file, dhc, voting age, household type, relation-to-householder, age, single year of age, approximate monte carlo, approximate monte carlo replicates, microdata
Exceptional Responders Initiative Sequencing Reads, Transcriptome Profiling, Simple Nucleotide Variation, Copy Num arn:aws:s3:::gdc-exceptional-responders-er-phs001145-2-open us-east-1 S3 Bucket https://ftp.ncbi.nlm.nih.gov/dbgap/studies/phs001145/phs001145.v1.p1 support@nci-gdc.datacommons.io “[Center for Translational Data Science at The University of Chicago] (https://c Genomic Data Commons is the source of truth for this dataset and it offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, STRIDES, cancer, life sciences, genomic, whole genome sequencing, whole exome sequencing, transcriptomics, epigenomics
FashionLocalTriplets Image objects and metadata arn:aws:s3:::fashionlocaltriplets us-east-1 S3 Bucket https://fashionlocaltriplets.s3.amazonaws.com/Documentation.md Nikhil Garg (nikhgarg@amazon.de), Yuan Zhang (yuaa@amazon.com) [Amazon](https://www.amazon.com/) Not updated Creative Commons Non-Commercial 4.0 amazon.science, computer vision, machine learning
Finnish Meteorological Institute Weather Radar Data Notifications for new volume data arn:aws:sns:eu-west-1:916174725480:fmi-opendata-radar-volume-hdf5-object_created eu-west-1 SNS Topic http://en.ilmatieteenlaitos.fi/radar-data-on-aws-s3 avoin-data@fmi.fi [Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/) 5 minutes Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, agriculture, earth observation, weather, meteorological
Finnish Meteorological Institute Weather Radar Data Volume data as HDF5 arn:aws:s3:::fmi-opendata-radar-volume-hdf5 eu-west-1 S3 Bucket http://en.ilmatieteenlaitos.fi/radar-data-on-aws-s3 avoin-data@fmi.fi [Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/) 5 minutes Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, agriculture, earth observation, weather, meteorological ['[Browse Bucket](https://fmi-opendata-radar-volume-hdf5.s3.amazonaws.com/index.html)']
Finnish Meteorological Institute Weather Radar Data Radar data as GeoTIFF arn:aws:s3:::fmi-opendata-radar-geotiff eu-west-1 S3 Bucket http://en.ilmatieteenlaitos.fi/radar-data-on-aws-s3 avoin-data@fmi.fi [Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/) 5 minutes Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, agriculture, earth observation, weather, meteorological ['[Browse Bucket](https://fmi-opendata-radar-geotiff.s3.amazonaws.com/index.html)']
Finnish Meteorological Institute Weather Radar Data Notifications for new GeoTIFF data arn:aws:sns:eu-west-1:916174725480:fmi-opendata-radar-geotiff-object_created eu-west-1 SNS Topic http://en.ilmatieteenlaitos.fi/radar-data-on-aws-s3 avoin-data@fmi.fi [Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/) 5 minutes Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, agriculture, earth observation, weather, meteorological
Fly Brain Anatomy: FlyLight Gen1 and Split-GAL4 Imagery Color Depth MIPs arn:aws:s3:::janelia-flylight-color-depth us-east-1 S3 Bucket https://open.quiltdata.com/b/janelia-flylight-imagery flylight@janelia.hhmi.org [Janelia Research Campus](https://www.janelia.org) As required [Creative Commons Attribution 4.0 International](https://creativecommons.org/lic aws-pds, biology, life sciences, imaging, neuroscience, neurobiology, neuroimaging, fluorescence imaging, microscopy, image processing
Fly Brain Anatomy: FlyLight Gen1 and Split-GAL4 Imagery Alignment Templates arn:aws:s3:::janelia-flylight-templates us-east-1 S3 Bucket https://open.quiltdata.com/b/janelia-flylight-imagery flylight@janelia.hhmi.org [Janelia Research Campus](https://www.janelia.org) As required [Creative Commons Attribution 4.0 International](https://creativecommons.org/lic aws-pds, biology, life sciences, imaging, neuroscience, neurobiology, neuroimaging, fluorescence imaging, microscopy, image processing
Fly Brain Anatomy: FlyLight Gen1 and Split-GAL4 Imagery Imagery and Metadata arn:aws:s3:::janelia-flylight-imagery us-east-1 S3 Bucket https://open.quiltdata.com/b/janelia-flylight-imagery flylight@janelia.hhmi.org [Janelia Research Campus](https://www.janelia.org) As required [Creative Commons Attribution 4.0 International](https://creativecommons.org/lic aws-pds, biology, life sciences, imaging, neuroscience, neurobiology, neuroimaging, fluorescence imaging, microscopy, image processing
Foldingathome COVID-19 Datasets Simulations of SARS-CoV-2 and associated host proteins relevant to neutralizatio arn:aws:s3:::fah-public-data-covid19-antibodies us-east-2 S3 Bucket https://github.com/FoldingAtHome/coronavirus [Folding@home](https://foldingathome.org/contact-us/) Folding@home Datasets will be updated periodically as additional simulations are completed. [CC0](https://creativecommons.org/share-your-work/public-domain/cc0/) alchemical free energy calculations, aws-pds, biomolecular modeling, coronavirus, COVID-19, foldingathome, health, life sciences, molecular dynamics, protein, SARS-CoV-2, simulations, structural biology
Foldingathome COVID-19 Datasets Absolute free energy calculations of small molecules from the COVID Moonshot, do arn:aws:s3:::fah-public-data-covid19-absolute-free-energy us-east-2 S3 Bucket https://github.com/FoldingAtHome/coronavirus [Folding@home](https://foldingathome.org/contact-us/) Folding@home Datasets will be updated periodically as additional simulations are completed. [CC0](https://creativecommons.org/share-your-work/public-domain/cc0/) alchemical free energy calculations, aws-pds, biomolecular modeling, coronavirus, COVID-19, foldingathome, health, life sciences, molecular dynamics, protein, SARS-CoV-2, simulations, structural biology
Foldingathome COVID-19 Datasets Simulations of target proteins and bound small molecules from the COVID Moonshot arn:aws:s3:::fah-public-data-covid19-moonshot-dynamics us-east-2 S3 Bucket https://github.com/FoldingAtHome/coronavirus [Folding@home](https://foldingathome.org/contact-us/) Folding@home Datasets will be updated periodically as additional simulations are completed. [CC0](https://creativecommons.org/share-your-work/public-domain/cc0/) alchemical free energy calculations, aws-pds, biomolecular modeling, coronavirus, COVID-19, foldingathome, health, life sciences, molecular dynamics, protein, SARS-CoV-2, simulations, structural biology
Foldingathome COVID-19 Datasets Simulations of SARS-CoV-2 and associated host proteins, with emphasis on discove arn:aws:s3:::fah-public-data-covid19-cryptic-pockets us-east-2 S3 Bucket https://github.com/FoldingAtHome/coronavirus [Folding@home](https://foldingathome.org/contact-us/) Folding@home Datasets will be updated periodically as additional simulations are completed. [CC0](https://creativecommons.org/share-your-work/public-domain/cc0/) alchemical free energy calculations, aws-pds, biomolecular modeling, coronavirus, COVID-19, foldingathome, health, life sciences, molecular dynamics, protein, SARS-CoV-2, simulations, structural biology
Ford Multi-AV Seasonal Dataset All data arn:aws:s3:::ford-multi-av-seasonal us-west-2 S3 Bucket avdata.ford.com avdata.ford.com [Ford Motor Company](https://avdata.ford.com) New data will be added until the entire dataset is released online. This data is intended for non-commercial academic use only. It is licensed under autonomous vehicles, computer vision, lidar, mapping, robotics, transportation, urban, weather, aws-pds
Foundation Medicine Adult Cancer Clinical Dataset (FM-AD) Biospecimen Supplement, Clinical Supplement arn:aws:s3:::gdc-fm-ad-phs001179-2-open us-east-1 S3 Bucket https://gdc.cancer.gov/about-gdc/contributed-genomic-data-cancer-research/founda dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is the source of truth for this dataset; GDC offers m NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, cancer, genomic
GATK Structural Variation (SV) Data This dataset contains, among others, the following data: <ul> * Illumina short arn:aws:s3:::gatk-sv-data-us-east-2 us-east-2 S3 Bucket https://github.com/LokaHQ/aws-open-data/blob/main/gatk-sv/documentation.md awsdata@loka.com [Loka Inc.](https://loka.com/) Every 3 months https://github.com/LokaHQ/aws-open-data/blob/main/LICENSE aws-pds, biology, bioinformatics, genetic, genomic, life sciences, structural variation, gatk-sv, cromwell
GATK Structural Variation (SV) Data This dataset contains, among others, the following data: <ul> * Illumina short arn:aws:s3:::gatk-sv-data-us-east-1 us-east-1 S3 Bucket https://github.com/LokaHQ/aws-open-data/blob/main/gatk-sv/documentation.md awsdata@loka.com [Loka Inc.](https://loka.com/) Every 3 months https://github.com/LokaHQ/aws-open-data/blob/main/LICENSE aws-pds, biology, bioinformatics, genetic, genomic, life sciences, structural variation, gatk-sv, cromwell
GATK Test Data The contents of this dataset is multi-modal and includes various types of genomi arn:aws:s3:::gatk-test-data us-east-1 S3 Bucket https://s3.amazonaws.com/gatk-test-data/gatk-test-data-readme.html https://gatkforums.broadinstitute.org/gatk Broad Institute Every 3 months CC0 1.0 Universal (CC0 1.0) Public Domain Dedication aws-pds, biology, bioinformatics, cancer, genetic, genomic, life sciences
GEOGLOWS Hydrological Model Version 2 GEOGLOWS Version 2 arn:aws:s3:::geoglows-v2 us-west-2 S3 Bucket https://data.geoglows.org https://groups.google.com/g/geoglows Riley Hales Monthly [Creative Commons BY 4 (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/ aws-pds, hydrology, hydrologic model, simulations, zarr, hydrography, geopackage ['[Browse Bucket](http://geoglows-v2.s3-website-us-west-2.amazonaws.com)']
GEOGLOWS Hydrological Model Version 2 GEOGLOWS V2 Forecasts arn:aws:s3:::geoglows-v2-forecasts us-west-2 S3 Bucket https://data.geoglows.org https://groups.google.com/g/geoglows Riley Hales Monthly [Creative Commons BY 4 (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/ aws-pds, hydrology, hydrologic model, simulations, zarr, hydrography, geopackage ['[Browse Bucket](http://geoglows-v2-forecasts.s3-website-us-west-2.amazonaws.com)']
GEOGLOWS Hydrological Model Version 2 GEOGLOWS V2 Retrospective Simulation arn:aws:s3:::geoglows-v2-retrospective us-west-2 S3 Bucket https://data.geoglows.org https://groups.google.com/g/geoglows Riley Hales Monthly [Creative Commons BY 4 (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/ aws-pds, hydrology, hydrologic model, simulations, zarr, hydrography, geopackage ['[Browse Bucket](http://geoglows-v2-retrospective.s3-website-us-west-2.amazonaws.com)']
GEOS-Chem Nested Input Data Top-level directory for all GEOS-Chem nested-grid data arn:aws:s3:::gcgrid us-east-1 S3 Bucket https://geos-chem.readthedocs.io http://geos-chem.org/support-team [Harvard University](https://www.harvard.edu/) and [Washington University in St. New meteorological and emission data will be added when available. http://geos-chem.org/license aws-pds, climate, weather, meteorological, environmental, air quality, chemistry, atmosphere, model ['[Browse Bucket](https://s3.amazonaws.com/gcgrid/index.html)']
GX database for NCBI Foreign Contamination Screen (FCS) Tool Suite FCS-GX database arn:aws:s3:::ncbi-fcs-gx us-east-1 S3 Bucket https://github.com/ncbi/fcs/wiki/FCS-GX https://support.nlm.nih.gov/support/create-case/ [National Library of Medicine (NLM)](http://nlm.nih.gov/) Yearly [NIH Genomic Data Sharing Policy](https://osp.od.nih.gov/scientific-sharing/geno aws-pds, bioinformatics, biology, contamination, fasta, genome, assembly, genetic, health, life sciences, whole genome sequencing
Gabriella Miller Kids First Pediatric Research Program (Kids First) Gabriella Miller Kids First Pediatric Research Program in Genetics at the Inters arn:aws:s3:::kf-study-us-east-1-prd-sd-jws3v24d us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001846.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) The Collaboration to Assess Risk and Identify LoNG-term outcomes for Children wi arn:aws:s3:::kf-study-us-east-1-prd-sd-ffvq3t38 us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs002577.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Gabriella Miller Kids First Pediatric Research Project in Microtia in Hispanic P arn:aws:s3:::kf-study-us-east-1-prd-sd-dz4gpqx6 us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs002172.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Gabriella Miller Kids First Pediatric Research Program in Craniofacial Microsomi arn:aws:s3:::kf-study-us-east-1-prd-sd-b8x3c1mx us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs002130.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Gabriella Miller Kids First Pediatric Research Program in Pediatric T-cell Acute arn:aws:s3:::kf-study-us-east-1-prd-sd-aq9kvn5p us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs002276.v2.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Gabriella Miller Kids First Pediatric Research Project in Cornelia de Lange Synd arn:aws:s3:::kf-study-us-east-1-prd-sd-2cekq05v us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs002174.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Kids First: Structural Defects of The Neural Tube arn:aws:s3:::kf-study-us-east-1-prd-sd-15a2mqq9 us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs002591.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Children's Brain Tumor Network arn:aws:s3:::kf-study-us-east-1-prd-sd-bhjxbdqk us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs002517.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Gabriella Miller Kids First Pediatric Research Program in Bladder Exstrophy, Epi arn:aws:s3:::kf-study-us-east-1-prd-sd-z0d9n23x us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs002173.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Kids First: Genomic Analysis of Esophageal Atresia and Tracheoesophageal Fistula arn:aws:s3:::kf-study-us-east-1-prd-sd-0tyvy1tw us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs002161.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Clinical Sequencing Exploratory Research Consortium: Incorporation of Genomic Se arn:aws:s3:::kf-study-us-east-1-prd-sd-zfgdg5ys us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001683.v2.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Chordoma Foundation Dataset arn:aws:s3:::kf-study-us-east-1-prd-sd-7spqtt8m us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://cavatica.sbgenomics.com/p/datasets#cavatica/cbttc-cdhm-pa-01
Gabriella Miller Kids First Pediatric Research Program (Kids First) National Heart, Lung, and Blood Institute (NHLBI) Bench to Bassinet Program: The arn:aws:s3:::kf-study-us-east-1-prd-sd-preasa7s us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001138.v3.p2
Gabriella Miller Kids First Pediatric Research Program (Kids First) Pediatric Brain Tumor Atlas: PNOC arn:aws:s3:::kf-study-us-east-1-prd-sd-m3dbxd12 us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs002517.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Gabriella Miller Kids First (GMKF) Pediatric Research Program in Susceptibility arn:aws:s3:::kf-study-us-east-1-prd-sd-ygva0e1c us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001228
Gabriella Miller Kids First Pediatric Research Program (Kids First) Gabriella Miller Kids First Pediatric Research Program: An Integrated Clinical a arn:aws:s3:::kf-study-us-east-1-prd-sd-zxjffmef us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001714.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) GMKF: Kids First Pediatric Research Program on Congenital Cranial Dysinnervation arn:aws:s3:::kf-study-us-east-1-prd-sd-dztb5hrr us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001247.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Kids First: Pediatric Research Project on Adolescent Idiopathic Scoliosis arn:aws:s3:::kf-study-us-east-1-prd-sd-rm8afw0r us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001410.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Disorders/Differences of Sex Development (DSD) Study Performed at UCLA in Collab arn:aws:s3:::kf-study-us-east-1-prd-sd-6fpyjqbr us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001178.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Kids First: Genomics of Orofacial Cleft Birth Defects in Latin American Families arn:aws:s3:::kf-study-us-east-1-prd-sd-r0eprsgs us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001420.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Discovering the Genetic Basis of Human Neuroblastoma: A Gabriella Miller Kids Fi arn:aws:s3:::kf-study-us-east-1-prd-sd-dypmehhf us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001436.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Gabriella Miller Kids First Pediatric Research Program in Enchondromatoses and R arn:aws:s3:::kf-study-us-east-1-prd-sd-7nq9151j us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001987.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Kids First Pediatric Research Study in Familial Predisposition to Hematopoietic arn:aws:s3:::kf-study-us-east-1-prd-sd-vttshwv4 us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001738.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Gabriella Miller Kids First Pediatric Research Program in Whole Genome Sequencin arn:aws:s3:::kf-study-us-east-1-prd-sd-dk0krwk8 us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001997.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Kids First: Whole Genome Sequencing of Nonsyndromic Craniosynostosis arn:aws:s3:::kf-study-us-east-1-prd-sd-p445achv us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001806.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Gabriella Miller Kids First Pediatric Research Program in Germline and Somatic V arn:aws:s3:::kf-study-us-east-1-prd-sd-pet7q6f2 us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs002187.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Kids First Pediatric Research Study in Familial Predisposition to Hematopoietic arn:aws:s3:::kf-study-us-east-1-prd-sd-w0v965xz us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001738.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Kids First: Genetics of Kidney and Urinary Tract Malformations arn:aws:s3:::kf-study-us-east-1-prd-sd-nmvv8a1y us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs002162.v2.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Kids First: Genomic Studies of Orofacial Cleft Birth Defects arn:aws:s3:::kf-study-us-east-1-prd-sd-9pyzahhe us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001168.v2.p2
Gabriella Miller Kids First Pediatric Research Program (Kids First) Kids First and INCLUDE: Down Syndrome, Heart Defects, and Acute Lymphoblastic Le arn:aws:s3:::kf-study-us-east-1-prd-sd-z6mwd3h0 us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs002330.v1.p1
Gabriella Miller Kids First Pediatric Research Program (Kids First) Kids First: Pediatric Research Project on the Genomic Analysis of Congenital Dia arn:aws:s3:::kf-study-us-east-1-prd-sd-46sk55a3 us-east-1 S3 Bucket https://kidsfirstdrc.org/ support@kidsfirstdrc.org [The Gabriella Miller Kids First Data Resource Center at the Children's Hospital Data is updated on a rolling basis by the KFDRC to make data available asrapidly NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, pediatric, structural birth defect, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001110.v2.p1
Galaxy Evolution Explorer Satellite (GALEX) Galex Project data files arn:aws:s3:::stpubdata/galex us-east-1 S3 Bucket https://archive.stsci.edu/missions-and-data/galex archive@stsci.edu [Space Telescope Science Institute](http://www.stsci.edu/) Never STScI hereby grants the non-exclusive, royalty-free, non-transferable, worldwide astronomy, aws-pds False
Garvan Institute Long Read Sequencing Benchmark Data Currently, the dataset contains two reference samples that will be useful for be arn:aws:s3:::gtgseq us-west-2 S3 Bucket https://github.com/GenTechGp/gtgseq [gtgseq team](https://github.com/GenTechGp/gtgseq/issues) Genomic Technologies Group, Garvan Institute of Medical Research (https://www.ga We plan to extend this open dataset with additional samples, including sequencin [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) genomic, life sciences, long read sequencing, bioinformatics, aws-pds ['[Browse Bucket](https://gtgseq.s3.amazonaws.com/index.html)']
Genome Aggregation Database (gnomAD) gnomAD summary data aggregated from large-scale human genome and exome sequencin arn:aws:s3:::gnomad-public-us-east-1 us-east-1 S3 Bucket https://gnomad.broadinstitute.org/about gnomad@broadinstitute.org gnomAD Production Team at the Broad Institute Data from new releases are made public as soon as they are available. New releas [MIT](https://github.com/broadinstitute/gnomad_methods/blob/master/LICENSE); [te aws-pds, population genetics, population, whole genome sequencing, genomic, genetic, life sciences, bioinformatics, short read sequencing
Genome Ark https://vgpgithubio arn:aws:s3:::genomeark us-east-1 S3 Bucket https://vertebrategenomesproject.org [Dr. Erich Jarvis](ejarvis@rockefeller.edu) The Genome10K community of scientists Data will be continually updated as it is generated. [G10K Data Use Policy](https://genome10k.soe.ucsc.edu/data-use-policies/) aws-pds, biodiversity, bioinformatics, biology, conservation, genetic, genomic, life sciences ['[Browse Bucket](https://genomeark.s3.amazonaws.com/index.html)']
Genome in a Bottle on AWS GIAB release data, last updated 11/12/2020 arn:aws:s3:::giab us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/giab http://genomeinabottle.org/ [National Institute of Standards and Technology](https://www.nist.gov/) New data are added as soon as they are available. There are no restrictions on the use of this data. More information on citation aws-pds, genetic, genomic, life sciences, reference index, vcf
Genomic Characterization of Metastatic Castration Resistant Prostate Cancer Whole Genome Sequencing, RNA Sequencing arn:aws:s3:::gdc-wcdt-mcrpc-phs001648-2-open us-east-1 S3 Bucket https://isb-cancer-genomics-cloud.readthedocs.io/en/latest/sections/data/WCDT_ab support@nci-gdc.datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, life sciences, cancer, genomic, whole genome sequencing, STRIDES
GeoNet Aotearoa New Zealand Data Data files arn:aws:s3:::geonet-open-data ap-southeast-2 S3 Bucket https://github.com/GeoNet/data-tutorials/tree/main/AWS_Open_Data For questions regarding data content or quality, please visit [the GeoNet site]( [GeoNet](https://www.geonet.org.nz/) Daily for majority of datasets. GeoNet data are made available free of charge under '[CC3 licence](https://creat aws-pds, broadband, coastal, Continuously Operating Reference Station (CORS), earthquakes, geophysics, geoscience, geoscience, GNSS, GPS, oceans, RINEX, seismology
Geosnap Data, Center for Geospatial Sciences Data files stored as Apache parquet and GeoTiff in a public bucket arn:aws:s3:::spatial-ucr us-east-1 S3 Bucket https://spatialucr.github.io/geosnap-guide/content/home Eli Knaap <knaap@ucr.edu> [UCR Center for Geospatial Sciences](https://spatial.ucr.edu) Annually BSD aws-pds, urban, geospatial, demographics
Global 30m Height Above Nearest Drainage (HAND) Notifications for new data arn:aws:sns:us-west-2:879002409890:glo-30-hand-object_created us-west-2 SNS Topic https://glo-30-hand.s3.us-west-2.amazonaws.com/readme.html https://asf.alaska.edu/asf/contact-us/ [The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/) None, except HAND may be updated if the[ Copernicus GLO-30 Public](https://regis Copyright 2022 Alaska Satellite Facility (ASF). Produced using the Copernicus Wo aws-pds, elevation, hydrology, agriculture, disaster response, satellite imagery, geospatial, cog, stac
Global 30m Height Above Nearest Drainage (HAND) GLO-30 HAND S3 bucket arn:aws:s3:::glo-30-hand us-west-2 S3 Bucket https://glo-30-hand.s3.us-west-2.amazonaws.com/readme.html https://asf.alaska.edu/asf/contact-us/ [The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/) None, except HAND may be updated if the[ Copernicus GLO-30 Public](https://regis Copyright 2022 Alaska Satellite Facility (ASF). Produced using the Copernicus Wo aws-pds, elevation, hydrology, agriculture, disaster response, satellite imagery, geospatial, cog, stac ['[STAC V1.0.0 endpoint](https://stac.asf.alaska.edu/collections/glo-30-hand)', '[Via STAC Browser](https://radiantearth.github.io/stac-browser/#/external/stac.asf.alaska.edu/collections/glo-30-hand)']
Global Biodiversity Information Facility (GBIF) Species Occurrences GBIF species occurrence data in Parquet format (sa-east-1 region) arn:aws:s3:::gbif-open-data-sa-east-1 sa-east-1 S3 Bucket Documentation can be found [here](https://github.com/gbif/occurrence/blob/master helpdesk@gbif.org The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org)) Snapshots of GBIF are taken on a monthly basis [CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences ['[Browse bucket](https://gbif-open-data-sa-east-1.s3.sa-east-1.amazonaws.com/index.html)']
Global Biodiversity Information Facility (GBIF) Species Occurrences GBIF species occurrence data in Parquet format (us-east-1 region) arn:aws:sns:af-south-1:288719126026:gbif-open-data-us-east-1-object_created us-east-1 SNS Topic Documentation can be found [here](https://github.com/gbif/occurrence/blob/master helpdesk@gbif.org The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org)) Snapshots of GBIF are taken on a monthly basis [CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences
Global Biodiversity Information Facility (GBIF) Species Occurrences GBIF species occurrence data in Parquet format (eu-central-1 region) arn:aws:sns:af-south-1:288719126026:gbif-open-data-eu-central-1-object_created eu-central-1 SNS Topic Documentation can be found [here](https://github.com/gbif/occurrence/blob/master helpdesk@gbif.org The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org)) Snapshots of GBIF are taken on a monthly basis [CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences
Global Biodiversity Information Facility (GBIF) Species Occurrences GBIF species occurrence data in Parquet format (ap-southeast-2 region) arn:aws:sns:af-south-1:288719126026:gbif-open-data-ap-southeast-2-object_created ap-southeast-2 SNS Topic Documentation can be found [here](https://github.com/gbif/occurrence/blob/master helpdesk@gbif.org The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org)) Snapshots of GBIF are taken on a monthly basis [CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences
Global Biodiversity Information Facility (GBIF) Species Occurrences GBIF species occurrence data in Parquet format (af-south-1 region) arn:aws:sns:af-south-1:288719126026:gbif-open-data-af-south-1-object_created af-south-1 SNS Topic Documentation can be found [here](https://github.com/gbif/occurrence/blob/master helpdesk@gbif.org The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org)) Snapshots of GBIF are taken on a monthly basis [CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences
Global Biodiversity Information Facility (GBIF) Species Occurrences GBIF species occurrence data in Parquet format (sa-east-1 region) arn:aws:sns:af-south-1:288719126026:gbif-open-data-sa-east-1-object_created sa-east-1 SNS Topic Documentation can be found [here](https://github.com/gbif/occurrence/blob/master helpdesk@gbif.org The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org)) Snapshots of GBIF are taken on a monthly basis [CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences
Global Biodiversity Information Facility (GBIF) Species Occurrences GBIF species occurrence data in Parquet format (eu-central-1 region) arn:aws:s3:::gbif-open-data-eu-central-1 eu-central-1 S3 Bucket Documentation can be found [here](https://github.com/gbif/occurrence/blob/master helpdesk@gbif.org The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org)) Snapshots of GBIF are taken on a monthly basis [CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences ['[Browse bucket](https://gbif-open-data-eu-central-1.s3.eu-central-1.amazonaws.com/index.html)']
Global Biodiversity Information Facility (GBIF) Species Occurrences GBIF species occurrence data in Parquet format (ap-southeast-2 region) arn:aws:s3:::gbif-open-data-ap-southeast-2 ap-southeast-2 S3 Bucket Documentation can be found [here](https://github.com/gbif/occurrence/blob/master helpdesk@gbif.org The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org)) Snapshots of GBIF are taken on a monthly basis [CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences ['[Browse bucket](https://gbif-open-data-ap-southeast-2.s3.ap-southeast-2.amazonaws.com/index.html)']
Global Biodiversity Information Facility (GBIF) Species Occurrences GBIF species occurrence data in Parquet format (af-south-1 region) arn:aws:s3:::gbif-open-data-af-south-1 af-south-1 S3 Bucket Documentation can be found [here](https://github.com/gbif/occurrence/blob/master helpdesk@gbif.org The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org)) Snapshots of GBIF are taken on a monthly basis [CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences ['[Browse bucket](https://gbif-open-data-af-south-1.s3.af-south-1.amazonaws.com/index.html)']
Global Biodiversity Information Facility (GBIF) Species Occurrences GBIF species occurrence data in Parquet format (us-east-1 region) arn:aws:s3:::gbif-open-data-us-east-1 us-east-1 S3 Bucket Documentation can be found [here](https://github.com/gbif/occurrence/blob/master helpdesk@gbif.org The Global Biodiversity Information Facility ([GBIF](https://www.gbif.org)) Snapshots of GBIF are taken on a monthly basis [CC-BY-NC](https://creativecommons.org/licenses/by-nc/4.0/) under the GBIF [term aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences ['[Browse bucket](https://gbif-open-data-us-east-1.s3.us-east-1.amazonaws.com/index.html)']
Global Database of Events, Language and Tone (GDELT) Project data files arn:aws:s3:::gdelt-open-data us-east-1 S3 Bucket http://www.gdeltproject.org/ http://www.gdeltproject.org/about.html#contact Unmanaged Not currently being updated http://www.gdeltproject.org/about.html#termsofuse aws-pds, events, disaster response
Global Database of Events, Language and Tone (GDELT) Notifications for new data arn:aws:sns:us-east-1:928094251383:gdelt-csv us-east-1 SNS Topic http://www.gdeltproject.org/ http://www.gdeltproject.org/about.html#contact Unmanaged Not currently being updated http://www.gdeltproject.org/about.html#termsofuse aws-pds, events, disaster response
Global Seasonal Sentinel-1 Interferometric Coherence and Backscatter Data Set Global mosaics at 001 degree pixel spacing as cloud optimized GeoTIFFs in a S3 arn:aws:s3:::sentinel-1-global-coherence-earthbigdata/data/mosaics us-west-2 S3 Bucket http://sentinel-1-global-coherence-earthbigdata.s3-website-us-west-2.amazonaws.c For questions regarding data methodology or delivery, contact info@earthbigdata. [Earth Big Data LLC](https://earthbigdata.com/) The data set covers the time period from 1-Dec-2019 to 30-Nov-2020. No updates a The use of these data fall under the terms and conditions of the [Creative Commo global, satellite imagery, ecosystems, agriculture, urban, infrastructure, earth observation, earthquakes, environmental, geology, geophysics, geospatial, mapping, natural resource, cog, synthetic aperture radar, aws-pds
Global Seasonal Sentinel-1 Interferometric Coherence and Backscatter Data Set 1x1 degree tiled data and metadata in a S3 bucket, Global VRT mosaics (vrt arn:aws:s3:::sentinel-1-global-coherence-earthbigdata/data/tiles us-west-2 S3 Bucket http://sentinel-1-global-coherence-earthbigdata.s3-website-us-west-2.amazonaws.c For questions regarding data methodology or delivery, contact info@earthbigdata. [Earth Big Data LLC](https://earthbigdata.com/) The data set covers the time period from 1-Dec-2019 to 30-Nov-2020. No updates a The use of these data fall under the terms and conditions of the [Creative Commo global, satellite imagery, ecosystems, agriculture, urban, infrastructure, earth observation, earthquakes, environmental, geology, geophysics, geospatial, mapping, natural resource, cog, synthetic aperture radar, aws-pds
Golden Retriever Lifetime Study: Whole genome genotyping of Golden Retrievers on Axiom HD Arrays Two zip files containing genotyping data from Axiom Array sets A and B, as well arn:aws:s3:::mafgrlsgenome us-west-2 S3 Bucket https://datacommons.morrisanimalfoundation.org/artisanal_dataset/151 datacommons@morrisanimalfoundation.org [Morris Animal Foundation](https://www.morrisanimalfoundation.org/) Static CC-BY-SA aws-pds, genome, genotyping, golden retriever lifetime study, morris animal foundation False
Google Books Ngrams A data set containing Google Books n-gram corpora in a Hadoop friendly file form arn:aws:s3:::datasets.elasticmapreduce/ngrams/books/ us-east-1 S3 Bucket http://books.google.com/ngrams/ https://books.google.com/ngrams Not managed Not updated Creative Commons Attribution 3.0 Unported License amazon.science, natural language processing
Google Brain Genomics Sequencing Dataset for Benchmarking and Development FASTQ files for nine human samples comprising three parent-child trios at 40X 30 arn:aws:s3:::genomics-benchmark-datasets/google-brain us-east-1 S3 Bucket https://genomics-benchmark-datasets.s3.amazonaws.com/README.txt genomics-benchmark-datasets@amazon.com Amazon Web Services Occasionally as new derived files (alignment files or variant call files) are ge [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) amazon.science, bioinformatics, life sciences, genetic, genomic, fastq, short read sequencing, long read sequencing, whole exome sequencing, whole genome sequencing
Grid Algorithms and Data Analytics Library (GADAL) Sample IEEE123 Bus system for OEDI SI arn:aws:s3:::gadal/gadal_ieee123/ us-west-2 S3 Bucket https://github.com/openEDI/GADAL https://github.com/openEDI/GADAL/issues [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, energy, environmental, sustainability, model ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=gadal&prefix=gadal_ieee123%2F)']
Gulfwide Avian Colony Monitoring Survey Photos High resolution(5184 x 3456) images are provided in jpg format (compression qual arn:aws:s3:::twi-aviandata us-east-2 S3 Bucket https://experience.arcgis.com/experience/010503b4c64b4ff6a7f3570220a53647 avaiandataaws@thewaterinstitute.org [CPRA](https://coastal.la.gov/) and [The Water Institute](https://thewaterinstit ~2 years Creative Commons BY-SA biology, conservation, ecosystems, object detection, labeled, environmental, aws-pds ['[Explore dataset](https://experience.arcgis.com/experience/010503b4c64b4ff6a7f3570220a53647/page/Data-Explorer/)', '[README](https://experience.arcgis.com/experience/010503b4c64b4ff6a7f3570220a53647/page/Project-Information/)', '[Data processing notebook](https://github.com/waterinstitute/avian_data_ingestor/blob/master/doc/Metadata%20for%20DottedImages.ipynb)']
Guy's Breast Cancer Lymph Nodes (GRAPE) H&E-stained WSI lymph node ndpi images in a public bucket arn:aws:s3:::GRAPE us-east-1 S3 Bucket https://github.com/cancerbioinformatics/GRAPE https://github.com/cancerbioinformatics/GRAPE/issues http://www.cancerbioinformatics.co.uk New data will be added as soon as it's available This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAl aws-pds, biology, cancer, life sciences, breast cancer, computational pathology, histopathology
HIRLAM Weather Model Surface GRIB files arn:aws:s3:::fmi-opendata-rcrhirlam-surface-grib eu-west-1 S3 Bucket http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3 avoin-data@fmi.fi [Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/) The data is updated four times a day with analysis hours 00, 06, 12 and 18. Corr Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, agriculture, earth observation, climate, weather, meteorological ['[Browse Bucket](https://fmi-opendata-rcrhirlam-surface-grib.s3.amazonaws.com/index.html)']
HIRLAM Weather Model Pressure GRIB files arn:aws:s3:::fmi-opendata-rcrhirlam-pressure-grib eu-west-1 S3 Bucket http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3 avoin-data@fmi.fi [Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/) The data is updated four times a day with analysis hours 00, 06, 12 and 18. Corr Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, agriculture, earth observation, climate, weather, meteorological ['[Browse Bucket](https://fmi-opendata-rcrhirlam-pressure-grib.s3.amazonaws.com/index.html)']
HIRLAM Weather Model Notifications for new surface data arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-rcrhirlam-surface-grib eu-west-1 SNS Topic http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3 avoin-data@fmi.fi [Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/) The data is updated four times a day with analysis hours 00, 06, 12 and 18. Corr Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, agriculture, earth observation, climate, weather, meteorological
HIRLAM Weather Model Notifications for new pressure data arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-rcrhirlam-pressure-grib eu-west-1 SNS Topic http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3 avoin-data@fmi.fi [Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/) The data is updated four times a day with analysis hours 00, 06, 12 and 18. Corr Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, agriculture, earth observation, climate, weather, meteorological
HYCOM-OceanTrack Integrated HYCOM Eulerian Fields and Lagrangian Trajectories Dataset HYCOM Eulerian and Lagrangian velocity and sea surface height arn:aws:s3:::hycom-global-drifters us-west-2 S3 Bucket https://github.com/selipot/hycom-oceantrack https://github.com/selipot/hycom-oceantrack/issues Shane Elipot Not updated There are no restrictions on the use of this data. aws-pds, drifters, Eulerian, HYCOM, Lagrangian, oceans, ocean simulation, ocean circulation, ocean currents, ocean velocity, ocean sea surface height, numerical particle ['[Browse Bucket](https://hycom-global-drifters.s3.amazonaws.com/index.html)']
HYbrid Coordinate Ocean Model Global Ocean Forecast System Reanalysis GOFS 31: 41-layer HYCOM + NCODA Global 1/12° Reanalysis arn:aws:s3:::hycom-gofs-3pt1-reanalysis us-west-2 S3 Bucket https://www.hycom.org/dataserver/gofs-3pt1/reanalysis help@hycom.org [COAPS](https://www.coaps.fsu.edu/) Static Dataset Covering 1994-01-01 to 2015-12-31 There are no restrictions on the use of this data. aws-pds, global, oceans
Harvard Electroencephalography Database Harvard Electroencephalography Database arn:aws:s3:us-east-1:184438910517:accesspoint/bdsp-eeg-access-point/EEG us-east-1 S3 Bucket More documentation can be found [here](https://doi.org/10.60508/cw6j-s785) contact@bdsp.io [Brain Data Science Platform](https://bdsp.io/) New data is added as soon as it is available. "BDSP Restricted Health Data License 1.0.0 ""[BDSP Licence](https://bdsp.io/conten" aws-pds, neurophysiology, medicine, machine learning, neuroscience, deep learning, life sciences, bioinformatics https://doi.org/10.60508/7651-3337
Harvard-Emory ECG Database Harvard-Emory ECG Database arn:aws:s3:us-east-1:184438910517:accesspoint/bdsp-ecg-accesspoint/ECG/ us-east-1 S3 Bucket More documentation can be found [here](https://doi.org/10.60508/g072-7n95) contact@bdsp.io [Brain Data Science Platform](https://bdsp.io/) New data is added as soon as it is available. "BDSP Restricted Health Data License 1.0.0 ""[BDSP Licence](https://bdsp.io/conten" aws-pds, neurophysiology, medicine, machine learning, neuroscience, deep learning, life sciences, bioinformatics https://doi.org/10.60508/g072-7n95
Hecatomb Databases Hecatomb Database Resources arn:aws:s3:::hecatombdatabases us-west-2 S3 Bucket https://hecatomb.readthedocs.io/en/latest/ shandley@wustl.edu [Washington University in St. Louis](https://wustl.edu/) Every 6 to 12 months [MIT](https://opensource.org/licenses/MIT) aws-pds, life sciences, genetic, genomic, metagenomics, bioinformatics, whole genome sequencing, virus ['[Explore Bucket](https://hecatombdatabases.s3.us-west-2.amazonaws.com/index.html)']
Helpful Sentences from Reviews Helpful Sentences from Reviews arn:aws:s3:::helpful-sentences-from-reviews us-east-1 S3 Bucket https://helpful-sentences-from-reviews.s3.amazonaws.com/README.md gkutiel@amazon.com [Amazon](https://www.amazon.com/) Not updated This data is available for anyone to use under the terms of the CDLA-Sharing lic amazon.science, information retrieval, natural language processing, text analysis, json ['[train.json](https://helpful-sentences-from-reviews.s3.amazonaws.com/train.json)', '[test.json](https://helpful-sentences-from-reviews.s3.amazonaws.com/test.json)']
High Resolution Canopy Height Maps by WRI and Meta Sub Saharan Africa Height maps GeoTIFF files and Geojson files with observation arn:aws:s3:::dataforgood-fb-data/forests/v1/subsaharan_africa/ us-east-1 S3 Bucket https://github.com/facebookresearch/HighResCanopyHeight dataforgood@meta.com [Meta](https://dataforgood.fb.com/) TBD https://creativecommons.org/licenses/by/4.0/ aws-pds, cog, earth observation, climate, land cover, agriculture, machine learning, aerial imagery, satellite imagery, image processing, geospatial
High Resolution Canopy Height Maps by WRI and Meta Model weights arn:aws:s3:::dataforgood-fb-data/forests/v1/models/ us-east-1 S3 Bucket https://github.com/facebookresearch/HighResCanopyHeight dataforgood@meta.com [Meta](https://dataforgood.fb.com/) TBD https://creativecommons.org/licenses/by/4.0/ aws-pds, cog, earth observation, climate, land cover, agriculture, machine learning, aerial imagery, satellite imagery, image processing, geospatial
High Resolution Canopy Height Maps by WRI and Meta Sao Paulo Canopy Height maps GeoTIFF files and Geojson files with observation d arn:aws:s3:::dataforgood-fb-data/forests/v1/sao_paulo/ us-east-1 S3 Bucket https://github.com/facebookresearch/HighResCanopyHeight dataforgood@meta.com [Meta](https://dataforgood.fb.com/) TBD https://creativecommons.org/licenses/by/4.0/ aws-pds, cog, earth observation, climate, land cover, agriculture, machine learning, aerial imagery, satellite imagery, image processing, geospatial
High Resolution Canopy Height Maps by WRI and Meta California Canopy Height maps GeoTIFF files and Geojson files with observation arn:aws:s3:::dataforgood-fb-data/forests/v1/California/ us-east-1 S3 Bucket https://github.com/facebookresearch/HighResCanopyHeight dataforgood@meta.com [Meta](https://dataforgood.fb.com/) TBD https://creativecommons.org/licenses/by/4.0/ aws-pds, cog, earth observation, climate, land cover, agriculture, machine learning, aerial imagery, satellite imagery, image processing, geospatial
High Resolution Canopy Height Maps by WRI and Meta Global Canopy Height maps GeoTIFF files and Geojson files with observation date arn:aws:s3:::dataforgood-fb-data/forests/v1/alsgedi_global_v6_float/ us-east-1 S3 Bucket https://github.com/facebookresearch/HighResCanopyHeight dataforgood@meta.com [Meta](https://dataforgood.fb.com/) TBD https://creativecommons.org/licenses/by/4.0/ aws-pds, cog, earth observation, climate, land cover, agriculture, machine learning, aerial imagery, satellite imagery, image processing, geospatial
High Resolution Downscaled Climate Data for Southeast Alaska High-res dynamically downscaled climate data for Southeast Alaska arn:aws:s3:::wrf-se-ak-ar5 us-west-2 S3 Bucket https://www.sciencebase.gov/catalog/item/5f93658882ce720ee2d598a7 http://directory.iarc.uaf.edu/richard-lader Scenarios Network for Alaska + Arctic Planning at the International Arctic Resea as needed https://creativecommons.org/licenses/by/4.0/ aws-pds, agriculture, climate, coastal, earth observation, environmental, weather, aws-pds, sustainability ['[Browse Bucket](http://wrf-se-ak-ar5.s3-website-us-west-2.amazonaws.com/)']
High Resolution Population Density Maps + Demographic Estimates by CIESIN and Meta Cloud-optimized GeoTIFF files arn:aws:s3:::dataforgood-fb-data/hrsl-cogs/ us-east-1 S3 Bucket [Project overview](https://dataforgood.facebook.com/dfg/docs/methodology-high-re disastermaps@fb.com [Meta](https://dataforgood.fb.com/) Quarterly https://creativecommons.org/licenses/by/4.0/ population, demographics, machine learning, aerial imagery, satellite imagery, image processing, geospatial, disaster response, aws-pds
High Resolution Population Density Maps + Demographic Estimates by CIESIN and Meta CSV files arn:aws:s3:::dataforgood-fb-data/csv/ us-east-1 S3 Bucket [Project overview](https://dataforgood.facebook.com/dfg/docs/methodology-high-re disastermaps@fb.com [Meta](https://dataforgood.fb.com/) Quarterly https://creativecommons.org/licenses/by/4.0/ population, demographics, machine learning, aerial imagery, satellite imagery, image processing, geospatial, disaster response, aws-pds
High resolution, annual cropland and landcover maps for selected African countries Field boundary and land cover maps arn:aws:s3:::mappingafrica us-west-2 S3 Bucket https://github.com/agroimpacts/mapping-africa mappingafrica@clarku.edu [The Agricultural Impacts Research Group](https://agroimpacts.info/) New maps are added as developed [Planet NICFI participant license agreement](https://assets.planet.com/docs/Plan aws-pds, agriculture, land cover, satellite imagery, machine learning, deep learning, cog, labeled
High-Order Accurate Direct Numerical Simulation of Flow over a MTU-T161 Low Pressure Turbine Blade Data files arn:aws:s3:::pyfr-mtu-t161-dns-data us-west-2 S3 Bucket http://pyfr-mtu-t161-dns-data.s3-website-us-west-2.amazonaws.com/ info@pyfr.org http://www.pyfr.org Periodically CC BY 2.0 aws-pds, computational fluid dynamics, low-pressure turbine, green aviation, turbulence
Homeland Security and Infrastructure US Cities A Requester Pays Bucket of HSIP data including building footprints, LiDAR, ortho arn:aws:s3:::usgs-lidar-uscities us-west-2 S3 Bucket https://github.com/hobuinc/hsip-lidar https://github.com/hobuinc/hsip-lidar [Hobu, Inc.](https://hobu.co) Periodically US Government Public Domain https://www.usgs.gov/faqs/what-are-terms-uselicensin aws-pds, elevation, disaster response, geospatial, lidar True
Hubble Space Telescope HST Mission data files arn:aws:s3:::stpubdata/hst us-east-1 S3 Bucket https://archive.stsci.edu/missions-and-data/hst archive@stsci.edu [Space Telescope Science Institute](http://www.stsci.edu/) Hourly STScI hereby grants the non-exclusive, royalty-free, non-transferable, worldwide astronomy, aws-pds False
Hubble Space Telescope Notifications for new data arn:aws:sns:us-east-1:879230861493:stpubdata us-east-1 SNS Topic https://archive.stsci.edu/missions-and-data/hst archive@stsci.edu [Space Telescope Science Institute](http://www.stsci.edu/) Hourly STScI hereby grants the non-exclusive, royalty-free, non-transferable, worldwide astronomy, aws-pds
Human Cancer Models Initiative (HCMI) Cancer Model Development Center Biospecimen Supplement, RNA-Seq Gene Expression Quantification arn:aws:s3:::gdc-hcmi-cmdc-phs001486-2-open us-east-1 S3 Bucket https://ocg.cancer.gov/programs/hcmi/nci-cancer-model-development dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy https://gdc.cancer.gov/access-data/data-access-p aws-pds, cancer, genomic, life sciences, whole genome sequencing, STRIDES
Human PanGenomics Project Human PanGenomics Project arn:aws:s3:::human-pangenomics us-west-2 S3 Bucket https://github.com/human-pangenomics/hpgp-data https://github.com/human-pangenomics/hpgp-data/issues (Human Pangenome Reference Consortium)[https://humanpangenome.org/] Data will be added and updated as technologies improve or new data uses are enco [Creative Commons CC0 1.0 Universal](https://creativecommons.org/publicdomain/ze aws-pds, genomic, genetic, life sciences, fastq, fast5, cram ['[Browse Bucket](https://human-pangenomics.s3.amazonaws.com/index.html)']
Humor Detection from Product Question Answering Systems Humor Detection Dataset arn:aws:s3:::humor-detection-pds us-west-2 S3 Bucket https://humor-detection-pds.s3-us-west-2.amazonaws.com/README.txt yftahz@amazon.com, ekravi@amazon.com [Amazon](https://www.amazon.com/) Not currently being updated [CDLA-Sharing](https://cdla.io/sharing-1-0/) amazon.science, natural language processing, machine learning ['[Browse Bucket](https://humor-detection-pds.s3.amazonaws.com/index.html)']
Humor patterns used for querying Alexa traffic Humor patterns arn:aws:s3:::amazon-humor-patterns us-west-2 S3 Bucket Documented in [this paper](https://camps.aptaracorp.com/ACM_PMS/PMS/ACM/CHI22EXT chen.shani@mail.huji.ac.il, alibov@amazon.com [Amazon](https://www.amazon.com/) Not currently updated CDLA-Sharing license amazon.science, dialog, natural language processing, machine learning
Hybrid statistical-dynamic downscaling based on multi-model ensembles in Southeast Asia We are releasing a bias-corrected and downscaled dataset based on 14 Coupled Mod arn:aws:s3:::arn:aws:s3:::cmip6-wrf-southeastasia us-west-2 S3 Bucket https://sgcale.github.io/resource/data/ For any questions regarding dataset, email Professor Xiaogang He at hexg@nus.edu [PREP-NexT Lab](https://github.com/PREP-NexT) Update when needed. All the code in this repository is [MIT](https://choosealicense.com/licenses/mit climate, netcdf, precipitation, aws-pds ['[Browse Bucket](https://cmip6-wrf-southeastasia.s3.us-west-2.amazonaws.com/index.html)'] False
I-CARE:International Cardiac Arrest REsearch consortium Electroencephalography Database This database consists of clinical and EEG data from adult patients with out-of- arn:aws:s3:us-east-1:184438910517:accesspoint/bdsp-icare-access-point/ICARE_train/ us-east-1 S3 Bucket More documentation can be found [here](https://doi.org/10.60508/xwye-v214) contact@bdsp.io [Brain Data Science Platform](https://bdsp.io/) New data is added as soon as it is available. "BDSP Restricted Health Data License 1.0.0 ""[BDSP Licence](https://bdsp.io/conten" aws-pds, neurophysiology, medicine, machine learning, neuroscience, deep learning, life sciences, bioinformatics https://doi.org/10.60508/xwye-v214
IBL Behavioral Data on AWS Project data in public bucket arn:aws:s3:::ibl-brain-wide-map-public us-east-1 S3 Bucket https://int-brain-lab.github.io/iblenv/dj_docs/dj_public.html info@internationalbrainlab.org [International Brain Laboratory](https://www.internationalbrainlab.com) TBD CC-BY 4.0 aws-pds, life sciences, neuroscience, neurophysiology, open source software, Mus musculus
IBL Neuropixels Brainwide Map on AWS Project data in public bucket arn:aws:s3:::ibl-brain-wide-map-public us-east-1 S3 Bucket https://int-brain-lab.github.io/iblenv/notebooks_external/data_release_brainwide info@internationalbrainlab.org [International Brain Laboratory](https://www.internationalbrainlab.com) TBD CC-BY 4.0 aws-pds, life sciences, neuroscience, neurophysiology, open source software, Mus musculus
IBL Neuropixels Reproducible Ephys Data on AWS Project data in public bucket arn:aws:s3:::ibl-brain-wide-map-public us-east-1 S3 Bucket https://int-brain-lab.github.io/iblenv/notebooks_external/data_release_repro_eph info@internationalbrainlab.org [International Brain Laboratory](https://www.internationalbrainlab.com) TBD CC-BY 4.0 aws-pds, life sciences, neuroscience, neurophysiology, open source software, Mus musculus
ICGC on AWS This public Amazon S3 bucket contains analysis metadata in XML format for genome arn:aws:s3:::oicr.icgc.meta/metadata us-east-1 S3 Bucket https://dcc.icgc.org/icgc-in-the-cloud/aws dcc-support@icgc.org [International Cancer Genome Collaboratory](https://dcc.icgc.org/) New data is added as soon as it is available. Data use is subject to the access and publication polices of the source. Distrib aws-pds, cancer, genetic, genomic, life sciences, bam, vcf
ICGC on AWS BAM and VCF files from the The PanCancer Analysis of Whole Genomes (PCAWG) study arn:aws:s3:::icgc us-east-1 S3 Bucket https://dcc.icgc.org/icgc-in-the-cloud/aws dcc-support@icgc.org [International Cancer Genome Collaboratory](https://dcc.icgc.org/) New data is added as soon as it is available. Data use is subject to the access and publication polices of the source. Distrib aws-pds, cancer, genetic, genomic, life sciences, bam, vcf https://icgc.org/daco
ICGC on AWS Raw sequencing and other primary data from non-TCGA ICGC projects arn:aws:s3:::oicr.icgc us-east-1 S3 Bucket https://dcc.icgc.org/icgc-in-the-cloud/aws dcc-support@icgc.org [International Cancer Genome Collaboratory](https://dcc.icgc.org/) New data is added as soon as it is available. Data use is subject to the access and publication polices of the source. Distrib aws-pds, cancer, genetic, genomic, life sciences, bam, vcf https://docs.icgc.org/download/guide/
IDEAM - Colombian Radar Network Level II data arn:aws:s3:::s3-radaresideam us-east-1 S3 Bucket http://www.pronosticosyalertas.gov.co/archivos-radar atencionalciudadano@ideam.gov.co, radares_ideam@ideam.gov.co [IDEAM](http://www.ideam.gov.co/) Updated level II data is added as soon as it is available. Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, agriculture, earth observation, natural resource, weather, meteorological
ISERV ISERV Optical Imagery arn:aws:s3:::nasa-iserv us-west-2 S3 Bucket https://stacindex.org/collections/nasa-iserv support@radiant.earth [Radiant Earth Foundation](https://www.radiant.earth/) Not updated The data is released under a ODC Public Domain Dedication & License 1.0 ([PDDL-1 aws-pds, geospatial, earth observation, satellite imagery, environmental
Image classification - fast.ai datasets Datasets arn:aws:s3:::fast-ai-imageclas us-east-1 S3 Bucket http://course.fast.ai/datasets info@fast.ai [fast.ai](http://www.fast.ai/) As required Varies by dataset - see documentation link aws-pds, deep learning, computer vision, machine learning
Image localization - fast.ai datasets Datasets arn:aws:s3:::fast-ai-imagelocal us-east-1 S3 Bucket http://course.fast.ai/datasets info@fast.ai [fast.ai](http://www.fast.ai/) As required Varies by dataset - see documentation link aws-pds, deep learning, computer vision, machine learning
InRad COVID-19 X-Ray and CT Scans Radiographs in png format CT-Scans in nii format Object names include a hash arn:aws:s3:::inlab-opendata-covid-anonymized-images us-west-2 S3 Bucket https://docs.google.com/document/d/1isuyQnszSio3JUZ1_3C4DTPC1fvaJGAR4ziTWGRi8K4/ inlab.inrad@hc.fm.usp.br [Faculdade de Medicina da Universidade de São Paulo Institute of Radiology (InRa As Necessary Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, bioinformatics, coronavirus, COVID-19, health, life sciences, medicine, SARS
Indexes for Kaiju This AWS S3 bucket contains pre-built indexes for Kaiju arn:aws:s3:::kaiju-idx eu-central-1 S3 Bucket https://bioinformatics-centre.github.io/kaiju/downloads.html https://github.com/bioinformatics-centre/kaiju/issues [Peter Menzel](https://github.com/pmenzel) roughly yearly Public Domain aws-pds, bioinformatics, biology, genomic, life sciences, whole genome sequencing, reference index, metagenomics, microbiome
Indiana Statewide Digital Aerial Imagery Catalog State of Indiana digital orthophotography archive arn:aws:s3:::gisimageryingov us-east-2 S3 Bucket https://imagery-ingov.hub.arcgis.com/ sscholer@iot.in.gov Indiana Geographic Information Office The State of Indiana has had a 4-year cycle collecting imagery. The collections Access to Indiana Geographic Information Office Orthoimagery is governed by Crea aerial imagery, aws-pds, earth observation, geospatial, imaging, mapping, cog, natural resource, sustainability, agriculture
Integrative Analysis of Lung Adenocarcinoma in Environment and Genetics Lung cancer Etiology (Phase 2) Whole Genome Sequencing, Whole Exome Sequencing arn:aws:s3:::gdc-cddp-eagle-1-phs001239-2-open us-east-1 S3 Bucket https://ftp.ncbi.nlm.nih.gov/dbgap/studies/phs001239/phs001239.v1.p1 support@nci-gdc.datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month (NIH Genomic Data Sharing Policy)[https://gdc.cancer.gov/access-data/data-access cancer, whole exome sequencing, whole genome sequencing, aws-pds, life sciences, STRIDES, genomic, epigenomics
Inter-mission Time Series of Land Ice Velocity and Elevation (ITS_LIVE) Notifications for new data arn:aws:sns:us-west-2:367587189974:its-live-data-object_created us-west-2 SNS Topic https://its-live-data.s3.us-west-2.amazonaws.com/README.html If you have questions about the data itself or the processing methods used, plea [The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/) Up to daily, as new satellite imagery is made available. [Creative Commons Zero (CC0) 1.0 Universal License](https://creativecommons.org/ aws-pds, ice, earth observation, satellite imagery, geophysics, geospatial, global, cog, netcdf, zarr, stac
Inter-mission Time Series of Land Ice Velocity and Elevation (ITS_LIVE) ITS_LIVE Data S3 Bucket arn:aws:s3:::its-live-data us-west-2 S3 Bucket https://its-live-data.s3.us-west-2.amazonaws.com/README.html If you have questions about the data itself or the processing methods used, plea [The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/) Up to daily, as new satellite imagery is made available. [Creative Commons Zero (CC0) 1.0 Universal License](https://creativecommons.org/ aws-pds, ice, earth observation, satellite imagery, geophysics, geospatial, global, cog, netcdf, zarr, stac ['[Browse Bucket](https://its-live-data.s3.amazonaws.com/index.html)']
International Neuroimaging Data-Sharing Initiative (INDI) Neuroimaging data for the International Neuroimaging Data-Sharing Initiative (IN arn:aws:s3:::fcp-indi us-east-1 S3 Bucket http://fcon_1000.projects.nitrc.org/ [FCP-INDI](alexandre.franco@childmind.org) [Child Mind Institute](https://childmind.org/our-research/) Each dataset within INDI has its own release schedule. See release date and freq ODC-By v1.0 for imaging data and BSD 3-Clause for CPAC, unless otherwise specifi aws-pds, life sciences, imaging, neuroimaging, neuroscience, magnetic resonance imaging, Homo sapiens
JAXA / USGS / NASA Kaguya/SELENE Terrain Camera Digital Terrain Models Digital terrain models, orthoimages, shaded reliefs, and quality assurance docum arn:aws:s3:::astrogeo-ard/moon/kaguya/terrain_camera/usgs_dtms/ us-west-2 S3 Bucket https://stac.astrogeology.usgs.gov/docs/data/moon/kaguyatc/ https://answers.usgs.gov/ [NASA](https://www.nasa.gov) The Kaguya/SELENE mission has completed. At least one update to this dataset is [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) aws-pds, planetary, elevation, stac, cog ['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/kaguya_terrain_camera_usgs_dtms)']
JAXA / USGS / NASA Kaguya/SELENE Terrain Camera Observations Scenes and metadata for spectral profiler (spsupport) observing mode arn:aws:s3:::astrogeo-ard/moon/kaguya/terrain_camera/spsupport/uncontrolled/ us-west-2 S3 Bucket https://stac.astrogeology.usgs.gov/docs/data/moon/kaguyatc/ https://answers.usgs.gov/ [NASA](https://www.nasa.gov) The Kaguya/SELENE mission has completed. No updates to this dataset are planned. [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) aws-pds, planetary, satellite imagery, stac, cog ['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/kaguya_terrain_camera_spsupport_uncontrolled_observations)']
JAXA / USGS / NASA Kaguya/SELENE Terrain Camera Observations Scenes and metadata for stereoscopic observing mode arn:aws:s3:::astrogeo-ard/moon/kaguya/terrain_camera/stereoscopic/uncontrolled/ us-west-2 S3 Bucket https://stac.astrogeology.usgs.gov/docs/data/moon/kaguyatc/ https://answers.usgs.gov/ [NASA](https://www.nasa.gov) The Kaguya/SELENE mission has completed. No updates to this dataset are planned. [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) aws-pds, planetary, satellite imagery, stac, cog ['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/kaguya_terrain_camera_stereoscopic_uncontrolled_observations)']
JAXA / USGS / NASA Kaguya/SELENE Terrain Camera Observations Scenes and metadata for monoscopic observing mode arn:aws:s3:::astrogeo-ard/moon/kaguya/terrain_camera/monoscopic/uncontrolled/ us-west-2 S3 Bucket https://stac.astrogeology.usgs.gov/docs/data/moon/kaguyatc/ https://answers.usgs.gov/ [NASA](https://www.nasa.gov) The Kaguya/SELENE mission has completed. No updates to this dataset are planned. [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) aws-pds, planetary, satellite imagery, stac, cog ['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/kaguya_terrain_camera_monoscopic_uncontrolled_observations)']
JMA Himawari-8/9 Himawari-9 Imagery arn:aws:s3:::noaa-himawari9 us-east-1 S3 Bucket https://www.data.jma.go.jp/mscweb/en/himawari89/cloud_service/cloud_service.html For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) 10 minutes for Full Disk, 2.5 minutes for Regions 1, 2, and 3, and .5 minutes fo Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery ['[Browse Bucket](https://noaa-himawari9.s3.amazonaws.com/index.html)']
JMA Himawari-8/9 New data notifications for Himawari-8, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewHimawari8Object us-east-1 SNS Topic https://www.data.jma.go.jp/mscweb/en/himawari89/cloud_service/cloud_service.html For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) 10 minutes for Full Disk, 2.5 minutes for Regions 1, 2, and 3, and .5 minutes fo Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery
JMA Himawari-8/9 Himawari-8 Imagery arn:aws:s3:::noaa-himawari8 us-east-1 S3 Bucket https://www.data.jma.go.jp/mscweb/en/himawari89/cloud_service/cloud_service.html For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) 10 minutes for Full Disk, 2.5 minutes for Regions 1, 2, and 3, and .5 minutes fo Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery ['[Browse Bucket](https://noaa-himawari8.s3.amazonaws.com/index.html)']
JMA Himawari-8/9 New data notifications for Himawari-9, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewHimawariNineObject us-east-1 SNS Topic https://www.data.jma.go.jp/mscweb/en/himawari89/cloud_service/cloud_service.html For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) 10 minutes for Full Disk, 2.5 minutes for Regions 1, 2, and 3, and .5 minutes fo Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery
Japanese Tokenizer Dictionaries Dictionary Files arn:aws:s3:::cotonoha-dic ap-northeast-1 S3 Bucket This dataset includes dictionaries for tokenization and morphologicalanalysis of polm@cotonoha.io Cotonoha Infrequently (typically less than once a year) Versions of Unidic offered here are available under the GPL/LGPL/BSD license.IPA aws-pds, natural language processing, csv, japanese
K2 Mission Data K2 Mission data files arn:aws:s3:::stpubdata/k2 us-east-1 S3 Bucket https://archive.stsci.edu/missions-and-data/k2 archive@stsci.edu [Space Telescope Science Institute](http://www.stsci.edu/) Never STScI hereby grants the non-exclusive, royalty free, non-transferable, worldwide astronomy, aws-pds False
KITTI Vision Benchmark Suite http://wwwcvlibsnet/datasets/kitti/raw_dataphp arn:aws:s3:::avg-kitti eu-central-1 S3 Bucket http://www.cvlibs.net/datasets/kitti/ http://www.cvlibs.net/people.php [Max Planck Campus Tübingen](http://tue.mpg.de/) Not updated Creative Commons Attribution-NonCommercial-ShareAlike 3.0 http://creativecommons aws-pds, autonomous vehicles, computer vision, robotics, machine learning, deep learning
Kepler Mission Data Kepler Mission data files arn:aws:s3:::stpubdata/kepler us-east-1 S3 Bucket https://archive.stsci.edu/missions-and-data/kepler archive@stsci.edu [Space Telescope Science Institute](http://www.stsci.edu/) Never STScI hereby grants the non-exclusive, royalty-free, non-transferable, worldwide astronomy, aws-pds False
Korea Meteorological Administration (KMA) GK-2A Satellite Data New data notifications for GK2A, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewGK2AObject us-east-1 SNS Topic https://nmsc.kma.go.kr/enhome/html/base/cmm/selectPage.do?page=satellite.gk2a.fa For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) 10 minutes for Full Disk, 2 minutes for 4 visible channels and 12 infrared chan Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery
Korea Meteorological Administration (KMA) GK-2A Satellite Data GK2A Imagery arn:aws:s3:::noaa-gk2a-pds us-east-1 S3 Bucket https://nmsc.kma.go.kr/enhome/html/base/cmm/selectPage.do?page=satellite.gk2a.fa For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) 10 minutes for Full Disk, 2 minutes for 4 visible channels and 12 infrared chan Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery ['[Browse Bucket](https://noaa-gk2a-pds.s3.amazonaws.com/index.html)']
Kraken2 NCBI RefSeq Complete V205 database on AWS Kraken2 NCBI RefSeq Complete V205 database arn:aws:s3:::kraken2-ncbi-refseq-complete-v205 us-west-2 S3 Bucket https://github.com/R-Wright-1/kraken_metaphlan_comparison/wiki robyn.wright@dal.ca Robyn Wright This database is currently what was published in our 2023 paper comparing the pe There are no restrictions on the use of this data. aws-pds, metagenomics, microbiome, benchmark, bioinformatics ['[Browse Bucket](https://kraken2-ncbi-refseq-complete-v205.s3.amazonaws.com/)']
KyFromAbove on AWS LiDAR-derived digital elevation models (DEM) for the Commonwealth of Kentucky or arn:aws:s3:::kyfromabove/elevation/DEM/ us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove More information regarding the KyFromAbove program can be found at https://kyfro [Kentucky Division of Geographic Information](https://kygeonet.ky.gov) KyFromAbove data is typically updated on an annual basis. Each year, a portion o Public Domain with Attribution aws-pds, earth observation, aerial imagery, geospatial, lidar, elevation False
KyFromAbove on AWS Topographic contours created from the KyFromAbove Phase 1 LiDAR-derived digital arn:aws:s3:::kyfromabove/elevation/Contours/ us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove More information regarding the KyFromAbove program can be found at https://kyfro [Kentucky Division of Geographic Information](https://kygeonet.ky.gov) KyFromAbove data is typically updated on an annual basis. Each year, a portion o Public Domain with Attribution aws-pds, earth observation, aerial imagery, geospatial, lidar, elevation False
KyFromAbove on AWS KyFromAbove Topographic Contours, digital elevation models, point cloud, spot el arn:aws:s3:::kyfromabove/elevation/ us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove More information regarding the KyFromAbove program can be found at https://kyfro [Kentucky Division of Geographic Information](https://kygeonet.ky.gov) KyFromAbove data is typically updated on an annual basis. Each year, a portion o Public Domain with Attribution aws-pds, earth observation, aerial imagery, geospatial, lidar, elevation False
KyFromAbove on AWS LiDAR-derived Point Cloud tiles for the Commonwealth of Kentucky organized in a arn:aws:s3:::kyfromabove/elevation/PointCloud/ us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove More information regarding the KyFromAbove program can be found at https://kyfro [Kentucky Division of Geographic Information](https://kygeonet.ky.gov) KyFromAbove data is typically updated on an annual basis. Each year, a portion o Public Domain with Attribution aws-pds, earth observation, aerial imagery, geospatial, lidar, elevation False
KyFromAbove on AWS The data in this bucket includes spot elevations for the entire Commonwealth of arn:aws:s3:::kyfromabove/elevation/SpotElevations/ us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove More information regarding the KyFromAbove program can be found at https://kyfro [Kentucky Division of Geographic Information](https://kygeonet.ky.gov) KyFromAbove data is typically updated on an annual basis. Each year, a portion o Public Domain with Attribution aws-pds, earth observation, aerial imagery, geospatial, lidar, elevation False
KyFromAbove on AWS Elevation and imagery data resources for the Commonwealth of Kentucky are organi arn:aws:s3:::kyfromabove us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove More information regarding the KyFromAbove program can be found at https://kyfro [Kentucky Division of Geographic Information](https://kygeonet.ky.gov) KyFromAbove data is typically updated on an annual basis. Each year, a portion o Public Domain with Attribution aws-pds, earth observation, aerial imagery, geospatial, lidar, elevation False
KyFromAbove on AWS KyFromAbove ortho imagery for the Commonwealth of Kentucky organized in a 5000x5 arn:aws:s3:::kyfromabove/imagery/orthos/ us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove More information regarding the KyFromAbove program can be found at https://kyfro [Kentucky Division of Geographic Information](https://kygeonet.ky.gov) KyFromAbove data is typically updated on an annual basis. Each year, a portion o Public Domain with Attribution aws-pds, earth observation, aerial imagery, geospatial, lidar, elevation False
KyFromAbove on AWS KyFromAbove oblique imagery can be found in this folder The four oblique views arn:aws:s3:::kyfromabove/imagery/obliques/ us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove More information regarding the KyFromAbove program can be found at https://kyfro [Kentucky Division of Geographic Information](https://kygeonet.ky.gov) KyFromAbove data is typically updated on an annual basis. Each year, a portion o Public Domain with Attribution aws-pds, earth observation, aerial imagery, geospatial, lidar, elevation False
KyFromAbove on AWS There are three data resources in this folder - 1) KyTopo Map Series quadrangles arn:aws:s3:::kyfromabove/elevation/KyTopoMapSeries/ us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove More information regarding the KyFromAbove program can be found at https://kyfro [Kentucky Division of Geographic Information](https://kygeonet.ky.gov) KyFromAbove data is typically updated on an annual basis. Each year, a portion o Public Domain with Attribution aws-pds, earth observation, aerial imagery, geospatial, lidar, elevation False
KyFromAbove on AWS KyFromAbove aerial imagery, both nadir and oblique views, can be found in this b arn:aws:s3:::kyfromabove/imagery/ us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/kyfromabove More information regarding the KyFromAbove program can be found at https://kyfro [Kentucky Division of Geographic Information](https://kygeonet.ky.gov) KyFromAbove data is typically updated on an annual basis. Each year, a portion o Public Domain with Attribution aws-pds, earth observation, aerial imagery, geospatial, lidar, elevation False
LOFAR ELAIS-N1 cycle 2 observations on AWS LOFAR ELAIS-N1 cycle 2 observations arn:aws:s3:::lofar-elais-n1 us-east-1 S3 Bucket https://www.lofarcloud.uk/data.html https://www.lofarcloud.uk/ Institute for Astronomy, University of Edinburgh Not updated "The data are considered ""LOFAR data in the public domain"" and their use must adh" astronomy, aws-pds, survey, imaging
Learning to Rank and Filter - community question answering S3 bucket with dataset arn:aws:s3:::ltrf-cqa-dataset us-west-2 S3 Bucket https://ltrf-cqa-dataset.s3-us-west-2.amazonaws.com/readme.txt ekravi@amazon.com [Amazon](https://www.amazon.com/) Not currently being updated. [CDLA-Permissive](https://cdla.dev/permissive-1-0/) amazon.science, natural language processing, machine learning
Legal Entity Identifier (LEI) and Legal Entity Reference Data (LE-RD) Legal Entity Identifier (LEI) and Legal Entity Reference Data (LE-RD) arn:aws:s3:::gleif eu-central-1 S3 Bucket https://www.gleif.org/en/lei-data/gleif-golden-copy/download-the-golden-copy#/ info@gleif.org [GLEIF](http://www.gleif.org/) Three times daily (about every 8 hours) Creative Commons (CC0) license analytics, aws-pds, blockchain, climate, commerce, copyright monitoring, csv, financial markets, governance, government spending, json, market data, statistics, transparency, xml, socioeconomic
Longitudinal Nutrient Deficiency Folder contains the terms of use, paper, and zip file of data arn:aws:s3:::intelinair-data-releases/longitudinal-nutrient-deficiency us-east-1 S3 Bucket https://arxiv.org/abs/2012.09654 support@intelinair.com Intelinair, Inc. Periodically Provided in the bucket. aws-pds, aerial imagery, agriculture, computer vision, deep learning, machine learning False
Low Altitude Disaster Imagery (LADI) Dataset LADI dataset: images and labels arn:aws:s3:::ladi us-west-2 S3 Bucket https://github.com/LADI-Dataset/ladi-overview ladi-dataset-admin@mit.edu [MIT Lincoln Laboratory Humanitarian Assistance and Disaster Relief group](https Periodically Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, aerial imagery, coastal, computer vision, disaster response, earth observation, earthquakes, geospatial, imaging, image processing, infrastructure, land, machine learning, mapping, natural resource, seismology, transportation, urban, water
Low Context Name Entity Recognition (NER) Datasets with Gazetteer Data files arn:aws:s3:::lowcontext-ner-gaz us-east-1 S3 Bucket https://lowcontext-ner-gaz.s3.amazonaws.com/readme.html njfn@amazon.com [Amazon](https://www.amazon.com/) N/A [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) amazon.science, natural language processing
MIMIC-III (‘Medical Information Mart for Intensive Care’) Project data files arn:aws:s3:::mimic-iii-physionet us-east-1 S3 Bucket https://mimic.physionet.org/ https://mimic.physionet.org/help/ [MIT Laboratory for Computational Physiology](https://lcp.mit.edu/) Not updated https://physionet.org/content/mimiciii/view-license/1.4/ aws-pds, bioinformatics, health, life sciences, natural language processing, us https://mimic.physionet.org/gettingstarted/access/#request-access-to-mimic-iii
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 Imagery and metadata arn:aws:s3:::astraea-opendata us-west-2 S3 Bucket Documentation is available for this data at the [s22s/astraea-opendata GitHub re https://astraea.earth/ [Astraea](https://astraea.earth/) New scenes are added daily. There are no restrictions on the use of data, unless expressly identified prior aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response True
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 S3 Inventory files for MCD43A4 arn:aws:s3:::astraea-opendata-inventory/astraea-opendata/modis-assets-MCD43A4 us-west-2 S3 Bucket Documentation is available for this data at the [s22s/astraea-opendata GitHub re https://astraea.earth/ [Astraea](https://astraea.earth/) New scenes are added daily. There are no restrictions on the use of data, unless expressly identified prior aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response True
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 New data notifications arn:aws:sns:us-west-2:791757209086:astraea-opendata-events us-west-2 SNS Topic Documentation is available for this data at the [s22s/astraea-opendata GitHub re https://astraea.earth/ [Astraea](https://astraea.earth/) New scenes are added daily. There are no restrictions on the use of data, unless expressly identified prior aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 S3 Inventory files for MOD11A1 arn:aws:s3:::astraea-opendata-inventory/astraea-opendata/modis-assets-MOD11A1 us-west-2 S3 Bucket Documentation is available for this data at the [s22s/astraea-opendata GitHub re https://astraea.earth/ [Astraea](https://astraea.earth/) New scenes are added daily. There are no restrictions on the use of data, unless expressly identified prior aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response True
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 S3 Inventory files for MYD11A1 arn:aws:s3:::astraea-opendata-inventory/astraea-opendata/modis-assets-MYD11A1 us-west-2 S3 Bucket Documentation is available for this data at the [s22s/astraea-opendata GitHub re https://astraea.earth/ [Astraea](https://astraea.earth/) New scenes are added daily. There are no restrictions on the use of data, unless expressly identified prior aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response True
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 S3 Inventory files for MOD13A1 arn:aws:s3:::astraea-opendata-inventory/astraea-opendata/modis-assets-MOD13A1 us-west-2 S3 Bucket Documentation is available for this data at the [s22s/astraea-opendata GitHub re https://astraea.earth/ [Astraea](https://astraea.earth/) New scenes are added daily. There are no restrictions on the use of data, unless expressly identified prior aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response True
MODIS MYD13A1, MOD13A1, MYD11A1, MOD11A1, MCD43A4 S3 Inventory files for MYD13A1 arn:aws:s3:::astraea-opendata-inventory/astraea-opendata/modis-assets-MYD13A1 us-west-2 S3 Bucket Documentation is available for this data at the [s22s/astraea-opendata GitHub re https://astraea.earth/ [Astraea](https://astraea.earth/) New scenes are added daily. There are no restrictions on the use of data, unless expressly identified prior aws-pds, agriculture, geospatial, satellite imagery, natural resource, disaster response True
MWIS VR Instances Conflict graphs for maximum weight independent set arn:aws:s3:::mwis-vr-instances us-east-1 S3 Bucket https://mwis-vr-instances.s3.amazonaws.com/vrInstances.pdf resendem@amazon.com [Amazon](https://www.amazon.com/) Infrequent MIT-0 amazon.science, traffic, transportation, graph
Mars Spectrometry 2: Gas Chromatography for the Sample Analysis at Mars Data (SAM) Instrument GCMS SAM Instrument Exploration Dataset arn:aws:s3:::gcms-samdata-mlchallenge us-west-2 S3 Bucket https://pds-geosciences.wustl.edu/missions/msl/sam.htm victoria.dapoian@nasa.gov, eric.i.lyness@nasa.gov NASA """Static dataset for the commercial data. When more data is collected on the SAM " There are no restrictions on the use, access, and/or download of data from the N aws-pds, analytics, archives, deep learning, planetary, machine learning, NASA SMD AI False
Mars Spectrometry: Detect Evidence for Past Habitability EGAMS SAM Instrument Exploration Dataset arn:aws:s3:::egams-samdata-mlchallenge us-west-2 S3 Bucket https://pds-geosciences.wustl.edu/missions/msl/sam.htm victoria.dapoian@nasa.gov , eric.i.lyness@nasa.gov NASA Static dataset for the commercial dataWhen more data is collected on the SAM ins There are no restrictions on the use, access, and/or download of data from the N aws-pds, analytics, archives, deep learning, planetary, machine learning, NASA SMD AI False
Materials Project Data Raw Data arn:aws:s3:::materialsproject-raw us-east-1 S3 Bucket https://docs.materialsproject.org materialsproject@lbl.gov [Materials Project](https://materialsproject.org) New versions and objects added as we continuously calculate, parse and build new [Materials Project Terms of Use](https://materialsproject.org/about/terms) aws-pds, chemistry, cloud computing, data assimilation, digital assets, digital preservation, energy, environmental, free software, genome, HPC, information retrieval, infrastructure, json, machine learning, materials science, molecular dynamics, molecule, open source software, physics, post-processing, x-ray crystallography
Materials Project Data Parsed Data arn:aws:s3:::materialsproject-parsed us-east-1 S3 Bucket https://docs.materialsproject.org materialsproject@lbl.gov [Materials Project](https://materialsproject.org) New versions and objects added as we continuously calculate, parse and build new [Materials Project Terms of Use](https://materialsproject.org/about/terms) aws-pds, chemistry, cloud computing, data assimilation, digital assets, digital preservation, energy, environmental, free software, genome, HPC, information retrieval, infrastructure, json, machine learning, materials science, molecular dynamics, molecule, open source software, physics, post-processing, x-ray crystallography ['[Browse Bucket](https://materialsproject-parsed.s3.amazonaws.com/index.html)']
Materials Project Data Build Data arn:aws:s3:::materialsproject-build us-east-1 S3 Bucket https://docs.materialsproject.org materialsproject@lbl.gov [Materials Project](https://materialsproject.org) New versions and objects added as we continuously calculate, parse and build new [Materials Project Terms of Use](https://materialsproject.org/about/terms) aws-pds, chemistry, cloud computing, data assimilation, digital assets, digital preservation, energy, environmental, free software, genome, HPC, information retrieval, infrastructure, json, machine learning, materials science, molecular dynamics, molecule, open source software, physics, post-processing, x-ray crystallography ['[Browse Bucket](https://materialsproject-build.s3.amazonaws.com/index.html)']
Maxar Open Data Program Imagery and metadata arn:aws:s3:::maxar-opendata us-west-2 S3 Bucket https://www.maxar.com/open-data https://www.maxar.com/open-data [Maxar](https://www.maxar.com/) New data is released in response to activations. Older data may be migrated to t Creative Commons Attribution Non Commercial 4.0 aws-pds, earth observation, disaster response, geospatial, satellite imagery, cog, stac ['[STAC Browser](https://radiantearth.github.io/stac-browser/#/external/maxar-opendata.s3.dualstack.us-west-2.amazonaws.com/events/catalog.json)', '[STAC Catalog](https://stacindex.org/catalogs/maxar-open-data-catalog-ard-format#/)']
Medical Segmentation Decathlon Ten tasks from the Medical Segmentation Decathlon Challenge Tasks are organized arn:aws:s3:::msd-for-monai us-west-2 S3 Bucket http://medicaldecathlon.com [Medical Decathlon Organisers](medicaldecathlon@gmail.com) [MONAI Development Team](https://github.com/Project-MONAI/MONAI) This is a static dataset; however, tutorials and resources will be updated as th [CC-BY-SA 4.0 International](https://creativecommons.org/licenses/by/4.0/) aws-pds, health, life sciences, medicine, imaging, magnetic resonance imaging, nifti, computed tomography, segmentation
Medical Segmentation Decathlon This is a mirror of s3://msd-for-monai in eu-west-2 arn:aws:s3:::msd-for-monai-eu eu-west-2 S3 Bucket http://medicaldecathlon.com [Medical Decathlon Organisers](medicaldecathlon@gmail.com) [MONAI Development Team](https://github.com/Project-MONAI/MONAI) This is a static dataset; however, tutorials and resources will be updated as th [CC-BY-SA 4.0 International](https://creativecommons.org/licenses/by/4.0/) aws-pds, health, life sciences, medicine, imaging, magnetic resonance imaging, nifti, computed tomography, segmentation
MegaScenes The MegaScenes Dataset is an extensive collection of around 430k scenes, featuri arn:aws:s3:::megascenes us-east-1 S3 Bucket https://megascenes.github.io jt664@cornell.edu; gene@cs.cornell.edu Cornell University (https://www.cs.cornell.edu/~snavely/) The dataset will be updated periodically. Creative Commons Attribution 4.0 International License. The photos have their ow internet, benchmark, computer vision, deep learning
Met Office Global Deterministic 10km on a 2-year rolling archive Met Office Global Deterministic 10km on a 2-year rolling archive arn:aws:s3:::met-office-atmospheric-model-data eu-west-2 S3 Bucket https://www.metoffice.gov.uk/services/data/external-data-channels servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un [Met Office] (https://www.metoffice.gov.uk/) The Global Deterministic available time steps are provided every hour from 0 to Creative Commons Attribution-ShareAlike (CC BY-SA) aws-pds, air temperature, atmosphere, forecast, geoscience, geospatial, model, near-surface air temperature, near-surface relative humidity, netcdf, weather ['[Browse bucket](https://met-office-atmospheric-model-data.s3.eu-west-2.amazonaws.com/index.html)']
Met Office Global Deterministic 10km on a 2-year rolling archive Notifications for new atmospheric model data arn:aws:sns:eu-west-2:633885181284:met-office-atmospheric-model-data-object_created eu-west-2 SNS Topic https://www.metoffice.gov.uk/services/data/external-data-channels servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un [Met Office] (https://www.metoffice.gov.uk/) The Global Deterministic available time steps are provided every hour from 0 to Creative Commons Attribution-ShareAlike (CC BY-SA) aws-pds, air temperature, atmosphere, forecast, geoscience, geospatial, model, near-surface air temperature, near-surface relative humidity, netcdf, weather
Met Office UK Deterministic (UKV)2km on a 2-year rolling archive Notifications for new atmospheric model data arn:aws:sns:eu-west-2:633885181284:met-office-atmospheric-model-data-object_created eu-west-2 SNS Topic https://www.metoffice.gov.uk/services/data/external-data-channels servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un [Met Office] (https://www.metoffice.gov.uk/) The UKV provides hourly forecasts covering the period T+0 to T+48 hours, produce Creative Commons Attribution-ShareAlike (CC BY-SA) aws-pds, air temperature, atmosphere, forecast, geoscience, geospatial, model, near-surface air temperature, near-surface relative humidity, netcdf, weather
Met Office UK Deterministic (UKV)2km on a 2-year rolling archive Met Office UK Deterministic (UKV)2km on a 2-year rolling archive arn:aws:s3:::met-office-atmospheric-model-data eu-west-2 S3 Bucket https://www.metoffice.gov.uk/services/data/external-data-channels servicedesk@metoffice.gov.uk. Service desk is only available Mon – Fri, 09:00 un [Met Office] (https://www.metoffice.gov.uk/) The UKV provides hourly forecasts covering the period T+0 to T+48 hours, produce Creative Commons Attribution-ShareAlike (CC BY-SA) aws-pds, air temperature, atmosphere, forecast, geoscience, geospatial, model, near-surface air temperature, near-surface relative humidity, netcdf, weather ['[Browse bucket](https://met-office-atmospheric-model-data.s3.eu-west-2.amazonaws.com/index.html)']
Molecular Profiling to Predict Response to Treatment (phs001965) miRNA Sequencing, Total RNA Sequencing, Whole Genome Sequencing, Targeted Sequen arn:aws:s3:::gdc-mp2prt-wt-phs001965-2-open us-east-1 S3 Bucket https://datacatalog.ccdi.cancer.gov/dataset/GDC-MP2PRT support@nci-gdc.datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month [NIH Genomic Data Sharing Policy](https://gdc.cancer.gov/access-data/data-access aws-pds, life sciences, cancer, genomic, whole genome sequencing, STRIDES
Mouse Brain Anatomy: MouseLight Imagery Imagery and Metadata arn:aws:s3:::janelia-mouselight-imagery us-east-1 S3 Bucket https://open.quiltdata.com/b/janelia-mouselight-imagery hortacloud@janelia.hhmi.org [Janelia Research Campus](https://www.janelia.org) As required [Creative Commons Attribution 4.0 International](https://creativecommons.org/lic aws-pds, biology, life sciences, imaging, neuroscience, neurobiology, neuroimaging, fluorescence imaging, microscopy, image processing
Multi Token Completion multi-token-completion Datasets arn:aws:s3:::multi-token-completion us-east-1 S3 Bucket https://multi-token-completion.s3.amazonaws.com/README.txt guyk@amazon.com, orenk@amazon.com [Amazon](https://www.amazon.com/) Not currently being updated Datasets are published under [CC-NC-SA-3.0](https://creativecommons.org/licenses amazon.science, natural language processing, machine learning
Multi-Scale Ultra High Resolution (MUR) Sea Surface Temperature (SST) MUR Level 4 SST dataset in Zarr format The zarr-v1/ directory contains a zarr s arn:aws:s3:::mur-sst/zarr-v1 us-west-2 S3 Bucket https://podaac.jpl.nasa.gov/dataset/MUR-JPL-L4-GLOB-v4.1 podaac@podaac.jpl.nasa.gov [Farallon Institute](https://faralloninstitute.org) The temporal extent of the Zarr store is 2002-06-01 to 2020-01-20. There are no restrictions on the use of these data. aws-pds, earth observation, environmental, natural resource, oceans, satellite imagery, climate, water, weather
Multi-robot, Multi-Sensor, Multi-Environment Event Dataset (M3ED) Multi-robot, Multi-Sensor, Multi-Environment Event Dataset (M3ED) arn:aws:s3:::m3ed-dist us-west-2 S3 Bucket You can access the overview of the data [here](https://m3ed.io/overview/). https://m3ed.io/contact-us/ [Daniilidis Group](https://www.grasp.upenn.edu/people/kostas-daniilidis/), [Kuma The dataset will be uploaded sporadically, when bugs are found and new features Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) aws-pds, autonomous vehicles, computer vision, deep learning, event camera, global shutter camera, GNSS, GPS, h5, hdf5, IMU, lidar, machine learning, perception, robotics, RTK
MultiCoNER Datasets MultiCoNER 1 Data files arn:aws:s3:::multiconer/multiconer2022/ us-west-2 S3 Bucket https://multiconer.s3.us-west-2.amazonaws.com/readme.html besnikf@amazon.com [Amazon](https://www.amazon.com/) N/A [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) natural language processing
MultiCoNER Datasets MultiCoNER 2 Data files arn:aws:s3:::multiconer/multiconer2023/ us-west-2 S3 Bucket https://multiconer.s3.us-west-2.amazonaws.com/readme.html besnikf@amazon.com [Amazon](https://www.amazon.com/) N/A [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) natural language processing
Multilingual Name Entity Recognition (NER) Datasets with Gazetteer Data file arn:aws:s3:::code-mixed-ner us-east-1 S3 Bucket https://code-mixed-ner.s3.amazonaws.com/readme.html njfn@amazon.com [Amazon](https://www.amazon.com/) N/A [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) amazon.science, natural language processing
Multimedia Commons This directory has 99,171,688 image files and 787,479 video files The videos ad arn:aws:s3:::multimedia-commons us-west-2 S3 Bucket https://multimediacommons.wordpress.com/yfcc100m-core-dataset/ multimedia-commons@icsi.berkeley.edu [Multimedia Commons](http://mmcommons.org/) Not updated. The International Computer Science Institute and Lawrence Livermore National Lab aws-pds, computer vision, machine learning, multimedia, video ['[Browse Bucket](https://multimedia-commons.s3.amazonaws.com/index.html)']
Multiview Extended Video with Activities (MEVA) AVI video clips and collection site map arn:aws:s3:::mevadata-public-01 us-east-1 S3 Bucket http://mevadata.org mevadata@kitware.com [Kitware](http://www.kitware.com/) We anticipate two or three updates as morevideo data is released to the public. http://mevadata.org/resources/MEVA-data-license.txt aws-pds, computer vision, urban, us, video
My School Today Using open-source georeferenced data and satellite data products, we construct t arn:aws:s3:::my-school-today us-west-2 S3 Bucket https://sdgstoday.org/dataset/my-school-today sdgstoday@unsdsn.org SDSN SDGs Today Monthly (weekly updates in progress) This work is licensed under a Creative Commons by Attribution (CC BY 4.0) licens aws-pds, education, geospatial, infrastructure, schools
NA-CORDEX - North American component of the Coordinated Regional Downscaling Experiment Project data files arn:aws:s3:::ncar-na-cordex us-west-2 S3 Bucket https://doi.org/10.26024/9xkm-fp81 rdahelp@ucar.edu [National Center for Atmospheric Research](https://ncar.ucar.edu/) Rare. NA-CORDEX is complete, but we may occasionally copy additional fields from https://na-cordex.org/terms-use.html climate, model, climate model, atmosphere, land, geospatial, aws-pds, sustainability, zarr
NAIP on AWS The data in this bucket is 3 band RGB in Geotiff format It is converted and man arn:aws:s3:::naip-visualization us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/naip imagerycontent@esri.com [Esri](https://www.esri.com/en-us/home) NAIP data is provided state by state at varying time intervals. Each year, a var Public Domain with Attribution aws-pds, agriculture, earth observation, aerial imagery, geospatial, natural resource, regulatory, cog True
NAIP on AWS The data in this bucket is 4-band (RGB + NIR) in MRF format and Cloud Optimized arn:aws:s3:::naip-analytic us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/naip imagerycontent@esri.com [Esri](https://www.esri.com/en-us/home) NAIP data is provided state by state at varying time intervals. Each year, a var Public Domain with Attribution aws-pds, agriculture, earth observation, aerial imagery, geospatial, natural resource, regulatory, cog True
NAIP on AWS The data in this bucket is Original Imagery in Geotiff format 4-band (RGB + NIR) arn:aws:s3:::naip-source us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/naip imagerycontent@esri.com [Esri](https://www.esri.com/en-us/home) NAIP data is provided state by state at varying time intervals. Each year, a var Public Domain with Attribution aws-pds, agriculture, earth observation, aerial imagery, geospatial, natural resource, regulatory, cog True
NASA / USGS Controlled Europa DTMs Scenes and metadata arn:aws:s3:::astrogeo-ard/jupiter/europa/galileo_voyager/usgs_controlled_dtms/ us-west-2 S3 Bucket https://stac.astrogeology.usgs.gov/docs/data/jupiter/europa/europa_controlled_us https://answers.usgs.gov/ [NASA](https://www.nasa.gov) HiRISE data will be updated as new releases are made to the Planetary Data Syste [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) aws-pds, planetary, satellite imagery, stac, cog ['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/galileo_usgs_photogrammetrically_controlled_dtms?.language=en)']
NASA / USGS Controlled THEMIS Mosaics Scenes and metadata arn:aws:s3:::astrogeo-ard/mars/mo/themis/controlled_mosaics/ us-west-2 S3 Bucket https://stac.astrogeology.usgs.gov/docs/data/mars/themis_controlled_mosaics/ https://answers.usgs.gov/ [NASA](https://www.nasa.gov) None planned. [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) aws-pds, planetary, satellite imagery, stac, cog ['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/mo_themis_controlled_mosaics)']
NASA / USGS Europa Controlled Observation Mosaics Scenes and metadata arn:aws:s3:::astrogeo-ard/jupiter/europa/galileo_voyager/usgs_controlled_mosaics/ us-west-2 S3 Bucket https://stac.astrogeology.usgs.gov/docs/data/jupiter/europa/galileo_sequence_mos https://answers.usgs.gov/ [NASA](https://www.nasa.gov) No future updates planned. [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) aws-pds, planetary, satellite imagery, stac, cog ['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/galileo_usgs_photogrammetrically_controlled_mosaics)']
NASA / USGS Europa Controlled Observations Scenes and metadata arn:aws:s3:::astrogeo-ard/jupiter/europa/galileo_voyager/usgs_controlled_observations/ us-west-2 S3 Bucket https://stac.astrogeology.usgs.gov/docs/data/jupiter/europa/galileo_individual_i https://answers.usgs.gov/ [NASA](https://www.nasa.gov) No future updates planned. [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) aws-pds, planetary, satellite imagery, stac, cog ['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/galileo_usgs_photogrammetrically_controlled_observations)']
NASA / USGS Lunar Orbiter Laser Altimeter Cloud Optimized Point Cloud Lunar Orbiter Laser Altimeter (LOLA) Reduced Data Record (RDR) point cloud in Cl arn:aws:s3:::astrogeo-ard/moon/lro/lola/ us-west-2 S3 Bucket https://stac.astrogeology.usgs.gov/docs/data/moon/lola/ https://answers.usgs.gov/ [NASA](https://www.nasa.gov) Intermittent as new LOLA RDR data are released and processing capabilities becom [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) aws-pds, planetary, elevation, lidar, stac ['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/lunar_orbiter_laser_altimeter)']
NASA / USGS Mars Reconnaissance Orbiter (MRO) Context Camera (CTX) Targeted DTMs DTMs, orthoimages, error images, and quality assurance metrics arn:aws:s3:::astrogeo-ard/mars/mro/ctx/controlled/usgs/ us-west-2 S3 Bucket https://stac.astrogeology.usgs.gov/docs/data/mars/ctxdtms/ https://answers.usgs.gov/ [NASA](https://www.nasa.gov) Updated as new stereoapirs are processed [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) aws-pds, planetary, satellite imagery, elevation, stac, cog ['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/collections/mro_ctx_controlled_usgs_dtms)']
NASA / USGS Released HiRISE Digital Terrain Models Scenes and metadata arn:aws:s3:::astrogeo-ard/mars/mro/hirise/controlled/dtm us-west-2 S3 Bucket https://stac.astrogeology.usgs.gov/docs/data/mars/hirise_dtms/ https://answers.usgs.gov/ [NASA](https://www.nasa.gov) HiRISE DTMs will be updated as new releases are made by the University of Arizon [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) aws-pds, planetary, satellite imagery, stac, cog ['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/api/collections/mro_hirise_socet_dtms)']
NASA / USGS Uncontrolled HiRISE RDRs Scenes and metadata arn:aws:s3:::astrogeo-ard/mars/mro/hirise/uncontrolled_rdr_observations/ us-west-2 S3 Bucket https://stac.astrogeology.usgs.gov/docs/data/mars/uncontrolled_hirise/ https://answers.usgs.gov/ [NASA](https://www.nasa.gov) HiRISE data will be updated as new releases are made to the Planetary Data Syste [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) aws-pds, planetary, satellite imagery, stac, cog ['[STAC Catalog](https://stac.astrogeology.usgs.gov/browser-dev/#/collections/mro_hirise_uncontrolled_observations)']
NASA Earth Exchange (NEX) Data Collection Localized Constructed Analogs (LOCA) arn:aws:s3:::nasanex/LOCA us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/nasa-nex https://www.nasa.gov/nex/team NASA Infrequently US Government work aws-pds, CMIP5, natural resource, climate, sustainability
NASA Earth Exchange (NEX) Data Collection Global Daily Downscaled Projections (NEX-GDDP) arn:aws:s3:::nasanex/NEX-GDDP us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/nasa-nex https://www.nasa.gov/nex/team NASA Infrequently US Government work aws-pds, CMIP5, natural resource, climate, sustainability
NASA Earth Exchange (NEX) Data Collection Downscaled Climate Projections (NEX-DCP30) arn:aws:s3:::nasanex/NEX-DCP30 us-west-2 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/nasa-nex https://www.nasa.gov/nex/team NASA Infrequently US Government work aws-pds, CMIP5, natural resource, climate, sustainability
NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6) The NEX-GDDP-CMIP6 archive Files are in NetCDF format with the CF-17 metadata arn:aws:s3:::nex-gddp-cmip6 us-west-2 S3 Bucket https://doi.org/10.7917/OFSG3345 support@nccs.nasa.gov [NASA](https://www.nasa.gov) No future updates planned. As noted in the metadata of each file, the NEX-GDDP-CMIP6 archive wasinitially m aws-pds, CMIP6, climate, climate model, model, global, environmental, earth observation, climate projections, netcdf, near-surface relative humidity, near-surface specific humidity, precipitation, air temperature, NASA Center for Climate Simulation (NCCS), cog ['[Browse Bucket](https://nex-gddp-cmip6.s3.us-west-2.amazonaws.com/index.html)'] False
NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6) The NEX-GDDP-CMIP6-COG archive Files are in Cloud-Optimized GeoTiff (COG arn:aws:s3:::nex-gddp-cmip6-cog us-west-2 S3 Bucket https://doi.org/10.7917/OFSG3345 support@nccs.nasa.gov [NASA](https://www.nasa.gov) No future updates planned. As noted in the metadata of each file, the NEX-GDDP-CMIP6 archive wasinitially m aws-pds, CMIP6, climate, climate model, model, global, environmental, earth observation, climate projections, netcdf, near-surface relative humidity, near-surface specific humidity, precipitation, air temperature, NASA Center for Climate Simulation (NCCS), cog ['[Browse Bucket](https://nex-gddp-cmip6-cog.s3.us-west-2.amazonaws.com/index.html)'] False
NASA High Energy Astrophysics Mission Data The The EXOSAT Observatory Data Archive Total size 80 GB arn:aws:s3:::nasa-heasarc/exosat/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The DXS Mission Data Archive Total size < 1 GB arn:aws:s3:::nasa-heasarc/dxs/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The COS-B Mission Data Archive Total size < 1 GB arn:aws:s3:::nasa-heasarc/cosb/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The Ginga Mission Data Archive Total size 19 GB arn:aws:s3:::nasa-heasarc/ginga/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The Compton Mission More information available at the mission support website arn:aws:s3:::nasa-heasarc/compton/data us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data Chandra Mission Data Archive supported by the Chandra X-ray Observatory arn:aws:s3:::nasa-heasarc/chandra/data/byobsid us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The BBXRT Mission Data Archive Total size of 1 GB arn:aws:s3:::nasa-heasarc/bbxrt us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The ASCA Mission Data Archive More information available at the mission suppor arn:aws:s3:::nasa-heasarc/asca/data/rev2 us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The Ariel5 Mission Data Archive Total size < 1 GB arn:aws:s3:::nasa-heasarc/ariel5/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The The Einstein Observatory (aka HEAO-2) Data Archive Total size 15 GB arn:aws:s3:::nasa-heasarc/einstein/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The COPERNICUS Mission Data Archive Total size < 1 GB arn:aws:s3:::nasa-heasarc/copernicus/data/uclrawfits us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The HaloSat Mission Data Archive More information available at the mission su arn:aws:s3:::nasa-heasarc/halosat/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The BeppoSAX Mission Data Archive More information available at the mission s arn:aws:s3:::nasa-heasarc/sax/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The HEAO-1 Mission Data Archive Total size 84 GB arn:aws:s3:::nasa-heasarc/heao1/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The HETE-2 Mission Data Archive Total size 287 GB arn:aws:s3:::nasa-heasarc/hete2/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The Hitomi Mission Data Archive Total size 115 GB arn:aws:s3:::nasa-heasarc/hitomi/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The NICER Mission Data Archive For more information, see the NICER Science Ce arn:aws:s3:::heasarc-public/nicer/data/obs/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The NuSTAR Mission Data Archive For more information, see the NuSTAR pages at arn:aws:s3:::heasarc-public/nustar/data/obs/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The OSO-8 Mission Data Archive Total size 5 GB arn:aws:s3:::nasa-heasarc/oso8/data/gcxse/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The ROSAT Mission Data Archive For more information, see the website of the R arn:aws:s3:::nasa-heasarc/rosat/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The RXTE Mission Data Archive For more information, see the website of the RXT arn:aws:s3:::nasa-heasarc/xte/data/archive/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data Fermi LAT weekly Data Products as well as GBM bursts and triggers (The full mi arn:aws:s3:::heasarc-public/fermi/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The Suzaku Mission Data Archive For more information, see the website of the arn:aws:s3:::nasa-heasarc/suzaku/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data Swift Mission Data Archive For more information, see the website of the Swift arn:aws:s3:::nasa-heasarc/swift/data/obs/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The VELA 5B Mission Data Archive Total size < 1 GB arn:aws:s3:::nasa-heasarc/vela5b/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The WASS Mission Data Archive Total size < 1 GB arn:aws:s3:::nasa-heasarc/wass/data/maps/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The SAS-2 Mission Data Archive Total size < 1 GB arn:aws:s3:::nasa-heasarc/sas2/data/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data XMM-Newton Mission Data Archive For more information, see the website of the arn:aws:s3:::nasa-heasarc/xmm/data/rev0/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA High Energy Astrophysics Mission Data The XQC Mission Data Archive Total size < 1 GB arn:aws:s3:::nasa-heasarc/xqc/data/spectra/ us-east-1 S3 Bucket The [HEASARC Website](https://heasarc.gsfc.nasa.gov/) The [HEASARC Feedback](https://heasarc.gsfc.nasa.gov/cgi-bin/Feedback) The [HEASARC](https://heasarc.gsfc.nasa.gov/) Various. See [the HEASARC data policy web site](https://heasarc.gsfc.nasa.gov/docs/heasar aws-pds, astronomy, archives, datacenter, imaging, satellite imagery, x-ray
NASA Legacy Archive for Microwave Background Data Analysis (LAMBDA) the Wilkinson Microwave Anisotropy Probe (WMAP)otal size of 2 TB arn:aws:s3:::nasa-lambda/cobe/map/dr5 us-west-2 S3 Bucket [The LAMBDA Website](https://lambda.gsfc.nasa.gov/) [LAMBDA Feedback](https://lambda.gsfc.nasa.gov/contact/contact.html) [LAMBDA](https://lambda.gsfc.nasa.gov/) Various. There are no restrictions on the use of this data. aws-pds, astronomy, archives, datacenter, imaging, satellite imagery
NASA Legacy Archive for Microwave Background Data Analysis (LAMBDA) The COBE/Far-InfraRed Absolute Spectrophotometer (FIRAS) Total size of 94 GB arn:aws:s3:::nasa-lambda/cobe/firas us-west-2 S3 Bucket [The LAMBDA Website](https://lambda.gsfc.nasa.gov/) [LAMBDA Feedback](https://lambda.gsfc.nasa.gov/contact/contact.html) [LAMBDA](https://lambda.gsfc.nasa.gov/) Various. There are no restrictions on the use of this data. aws-pds, astronomy, archives, datacenter, imaging, satellite imagery
NASA Legacy Archive for Microwave Background Data Analysis (LAMBDA) The COBE/Differential Microwave Radiometer (DMR) Total size of 25 GB arn:aws:s3:::nasa-lambda/cobe/dmr us-west-2 S3 Bucket [The LAMBDA Website](https://lambda.gsfc.nasa.gov/) [LAMBDA Feedback](https://lambda.gsfc.nasa.gov/contact/contact.html) [LAMBDA](https://lambda.gsfc.nasa.gov/) Various. There are no restrictions on the use of this data. aws-pds, astronomy, archives, datacenter, imaging, satellite imagery
NASA Legacy Archive for Microwave Background Data Analysis (LAMBDA) The COBE/Diffuse Infrared Background Experiment (DIRBE) Total size of 95 GB arn:aws:s3:::nasa-lambda/cobe/dirbe us-west-2 S3 Bucket [The LAMBDA Website](https://lambda.gsfc.nasa.gov/) [LAMBDA Feedback](https://lambda.gsfc.nasa.gov/contact/contact.html) [LAMBDA](https://lambda.gsfc.nasa.gov/) Various. There are no restrictions on the use of this data. aws-pds, astronomy, archives, datacenter, imaging, satellite imagery
NASA Physical Sciences Informatics (PSI) Directional Solidification Insert (DSI) and Observation and Analysis of Smectic arn:aws:s3:::nasa-psi us-west-2 S3 Bucket https://www.nasa.gov/PSI https://www.nasa.gov/content/psi-contacts-tutorials-and-related-links NASA New research data is added as soon as it is available. There are no restrictions on the use of this data. aws-pds, chemistry, space biology, fluid dynamics, physics, materials science ['[Browse Bucket](https://nasa-psi.s3.us-west-2.amazonaws.com/index.html)']
NASA Prediction of Worldwide Energy Resources (POWER) POWER's Zarr Analysis Ready Data (ARD) Datasets arn:aws:s3:::power-analysis-ready-datastore us-west-2 S3 Bucket https://power.larc.nasa.gov/docs/ larc-power-project@mail.nasa.gov NASA Near Real Time (NRT); as soon as source data becomes available from our source d There are no restrictions on the use, access, and/or download of data from the N agriculture, air quality, analytics, archives, atmosphere, climate, climate model, data assimilation, deep learning, earth observation, energy, environmental, forecast, geoscience, geospatial, global, netcdf, history, imaging, industry, machine learning, machine translation, metadata, meteorological, model, opendap, radiation, satellite imagery, solar, statistics, sustainability, time series forecasting, water, weather, zarr, aws-pds ['[Browse Bucket](https://power-analysis-ready-datastore.s3.us-west-2.amazonaws.com/index.html)'] False
NASA Prediction of Worldwide Energy Resources (POWER) POWER's NetCDF Datastore arn:aws:s3:::power-datastore us-west-2 S3 Bucket https://power.larc.nasa.gov/docs/ larc-power-project@mail.nasa.gov NASA Near Real Time (NRT); as soon as source data becomes available from our source d There are no restrictions on the use, access, and/or download of data from the N agriculture, air quality, analytics, archives, atmosphere, climate, climate model, data assimilation, deep learning, earth observation, energy, environmental, forecast, geoscience, geospatial, global, netcdf, history, imaging, industry, machine learning, machine translation, metadata, meteorological, model, opendap, radiation, satellite imagery, solar, statistics, sustainability, time series forecasting, water, weather, zarr, aws-pds ['[Browse Bucket](https://power-datastore.s3.us-west-2.amazonaws.com/index.html)'] False
NASA SOHO/LASCO2 comet challenge on AWS AI/ML ready data set created using NASA/SOHO/LASCO2 archive data arn:aws:s3:::nasa-comets-training-data us-east-1 S3 Bucket https://ssa.esac.esa.int/ssa/#/pages/home ekaterina.m.verner@nasa.gov [NASA](http://www.nasa.gov/) No updates There are no restrictions on the use of this data. aws-pds, astronomy, machine learning, NASA SMD AI
NASA Space Biology Open Science Data Repository (OSDR) Biological research data from spaceflight and space relevant experiments arn:aws:s3:::nasa-osdr us-west-2 S3 Bucket https://osdr.nasa.gov/bio/repo https://osdr.nasa.gov/bio/help/contact.html NASA New research data is added as soon as it is available. There are no restrictions on the use of this data. aws-pds, biology, bioinformatics, GeneLab, genomic, imaging, life sciences, space biology ['[Browse Bucket](http://nasa-osdr.s3-website-us-west-2.amazonaws.com)']
NEOWISE Post-Cryo Data | Wide-field Infrared Survey Explorer (WISE) NEOWISE Post-Cryo Single-exposure Image Sets: 901,271 calibrated 1016x1016 pix @ arn:aws:s3:::nasa-irsa-wise/wise/postcryo us-west-2 S3 Bucket https://irsa.ipac.caltech.edu/Missions/wise.html https://irsa.ipac.caltech.edu/docs/help_desk.html NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca The NEOWISE Post-Cryo Data Release has been finalized and will not be updated. https://irsa.ipac.caltech.edu/data_use_terms.html aws-pds, astronomy, imaging, satellite imagery, survey False False
NEOWISE Reactivation Data | Near-Earth Object Wide-field Infrared Survey Explorer (NEOWISE) The Single-exposure Image Sets consist of more than 20 million calibrated 1016x1 arn:aws:s3:::nasa-irsa-wise/wise/neowiser us-west-2 S3 Bucket https://irsa.ipac.caltech.edu/Missions/wise.html https://irsa.ipac.caltech.edu/docs/help_desk.html NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca The NEOWISE-R dataset is updated annually. The data may also be presented in new https://irsa.ipac.caltech.edu/data_use_terms.html aws-pds, astronomy, imaging, object detection, parquet, satellite imagery, survey False False
NEXRAD on AWS Notifications for the Level II archival bucket arn:aws:sns:us-east-1:811054952067:NewNEXRADLevel2Archive us-east-1 SNS Topic https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nexrad support-level2@unidata.ucar.edu [Unidata](https://www.unidata.ucar.edu/) New Level II data is added as soon as it is available. There are no restrictions on the use of this data. aws-pds, agriculture, earth observation, natural resource, weather, meteorological
NEXRAD on AWS NEXRAD Level II archive data arn:aws:s3:::noaa-nexrad-level2 us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nexrad support-level2@unidata.ucar.edu [Unidata](https://www.unidata.ucar.edu/) New Level II data is added as soon as it is available. There are no restrictions on the use of this data. aws-pds, agriculture, earth observation, natural resource, weather, meteorological ['[Browse Bucket](https://noaa-nexrad-level2.s3.amazonaws.com/index.html)']
NEXRAD on AWS NEXRAD Level II real-time data arn:aws:s3:::unidata-nexrad-level2-chunks us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nexrad support-level2@unidata.ucar.edu [Unidata](https://www.unidata.ucar.edu/) New Level II data is added as soon as it is available. There are no restrictions on the use of this data. aws-pds, agriculture, earth observation, natural resource, weather, meteorological
NEXRAD on AWS NEXRAD Level III real-time select data arn:aws:s3:::unidata-nexrad-level3 us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nexrad support-level2@unidata.ucar.edu [Unidata](https://www.unidata.ucar.edu/) New Level II data is added as soon as it is available. There are no restrictions on the use of this data. aws-pds, agriculture, earth observation, natural resource, weather, meteorological ['[Browse Bucket](https://unidata-nexrad-level3.s3.amazonaws.com/index.html)']
NEXRAD on AWS Rich notifications for real-time data with filterable fields arn:aws:sns:us-east-1:684042711724:NewNEXRADLevel2ObjectFilterable us-east-1 SNS Topic https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nexrad support-level2@unidata.ucar.edu [Unidata](https://www.unidata.ucar.edu/) New Level II data is added as soon as it is available. There are no restrictions on the use of this data. aws-pds, agriculture, earth observation, natural resource, weather, meteorological
NEXRAD on AWS Notifications for the Level III bucket arn:aws:sns:us-east-1:684042711724:NewNEXRADLevel3Object us-east-1 SNS Topic https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nexrad support-level2@unidata.ucar.edu [Unidata](https://www.unidata.ucar.edu/) New Level II data is added as soon as it is available. There are no restrictions on the use of this data. aws-pds, agriculture, earth observation, natural resource, weather, meteorological
NIFS Large Helical Device (LHD) Experiment LHD Diagnostic data arn:aws:s3:::nifs-lhd ap-northeast-1 S3 Bucket https://www-lhd.nifs.ac.jp/pub/Repository_en.html For any questions regarding data delivery or any general questions regarding the [NIFS](https://www.nifs.ac.jp/) Archived data files are updated nightly when new or revised data are generated i "This data is available for anyone to use under the ""[Rights and Terms](https://w" analytics, anomaly detection, archives, aws-pds, computed tomography, datacenter, digital assets, electricity, energy, fluid dynamics, image processing, physics, post-processing, radiation, signal processing, source code, turbulence, video, x-ray, x-ray tomography ['[Browse Bucket](https://nifs-lhd.s3.amazonaws.com/index.html)']
NIH NCBI PubMed Central (PMC) Article Datasets - Full-Text Biomedical and Life Sciences Journal Articles on AWS xml and txt files with the full-text of articles; txt and csv file lists for arn:aws:s3:::pmc-oa-opendata us-east-1 S3 Bucket https://www.ncbi.nlm.nih.gov/pmc/tools/pmcaws pubmedcentral@ncbi.nlm.nih.gov [National Library of Medicine (NLM)](http://nlm.nih.gov/) Daily [PMC Copyright](https://www.ncbi.nlm.nih.gov/pmc/about/copyright/) aws-pds, life sciences, STRIDES, txt, xml, csv
NIH NCBI Sequence Read Archive (SRA) on AWS sra files in a controlled-access S3 bucket This bucket contains controlled-acc arn:aws:s3:::sra-ca-run-odp us-east-1 S3 Bucket https://www.ncbi.nlm.nih.gov/sra/docs/sra-cloud/ sra@ncbi.nlm.nih.gov [National Library of Medicine (NLM)](http://nlm.nih.gov/) Daily [NCBI Policy](https://www.ncbi.nlm.nih.gov/home/about/policies/) and [NIH Genomi aws-pds, life sciences, genetic, genomic, whole genome sequencing, whole exome sequencing, transcriptomics, fastq, bam, cram, STRIDES https://dbgap.ncbi.nlm.nih.gov/aa/wga.cgi?page=login
NIH NCBI Sequence Read Archive (SRA) on AWS sra files in a public S3 bucket This bucket contains all open access SRA submi arn:aws:s3:::sra-pub-run-odp us-east-1 S3 Bucket https://www.ncbi.nlm.nih.gov/sra/docs/sra-cloud/ sra@ncbi.nlm.nih.gov [National Library of Medicine (NLM)](http://nlm.nih.gov/) Daily [NCBI Policy](https://www.ncbi.nlm.nih.gov/home/about/policies/) and [NIH Genomi aws-pds, life sciences, genetic, genomic, whole genome sequencing, whole exome sequencing, transcriptomics, fastq, bam, cram, STRIDES
NIH NCBI Sequence Read Archive (SRA) on AWS bam, cram, and fastq files in a public S3 bucket This is the first of two S3 arn:aws:s3:::sra-pub-src-1 us-east-1 S3 Bucket https://www.ncbi.nlm.nih.gov/sra/docs/sra-cloud/ sra@ncbi.nlm.nih.gov [National Library of Medicine (NLM)](http://nlm.nih.gov/) Daily [NCBI Policy](https://www.ncbi.nlm.nih.gov/home/about/policies/) and [NIH Genomi aws-pds, life sciences, genetic, genomic, whole genome sequencing, whole exome sequencing, transcriptomics, fastq, bam, cram, STRIDES
NIH NCBI Sequence Read Archive (SRA) on AWS bam, cram, and fastq files in a public S3 bucket This is the second of two S arn:aws:s3:::sra-pub-src-2 us-east-1 S3 Bucket https://www.ncbi.nlm.nih.gov/sra/docs/sra-cloud/ sra@ncbi.nlm.nih.gov [National Library of Medicine (NLM)](http://nlm.nih.gov/) Daily [NCBI Policy](https://www.ncbi.nlm.nih.gov/home/about/policies/) and [NIH Genomi aws-pds, life sciences, genetic, genomic, whole genome sequencing, whole exome sequencing, transcriptomics, fastq, bam, cram, STRIDES
NIH NCBI Sequence Read Archive (SRA) on AWS Update notifications for s3://sra-pub-run-odp Users can subscribe to this SNS t arn:aws:sns:us-east-1:867126678632:sra-pub-run-odp-objects us-east-1 SNS Topic https://www.ncbi.nlm.nih.gov/sra/docs/sra-cloud/ sra@ncbi.nlm.nih.gov [National Library of Medicine (NLM)](http://nlm.nih.gov/) Daily [NCBI Policy](https://www.ncbi.nlm.nih.gov/home/about/policies/) and [NIH Genomi aws-pds, life sciences, genetic, genomic, whole genome sequencing, whole exome sequencing, transcriptomics, fastq, bam, cram, STRIDES
NIH NCBI Sequence Read Archive (SRA) on AWS Metadata files for the Sequence Read Archive, ready to load into AWS Glue and qu arn:aws:s3:::sra-pub-metadata-us-east-1/sra/metadata us-east-1 S3 Bucket https://www.ncbi.nlm.nih.gov/sra/docs/sra-cloud/ sra@ncbi.nlm.nih.gov [National Library of Medicine (NLM)](http://nlm.nih.gov/) Daily [NCBI Policy](https://www.ncbi.nlm.nih.gov/home/about/policies/) and [NIH Genomi aws-pds, life sciences, genetic, genomic, whole genome sequencing, whole exome sequencing, transcriptomics, fastq, bam, cram, STRIDES
NLP - fast.ai datasets Datasets arn:aws:s3:::fast-ai-nlp us-east-1 S3 Bucket http://course.fast.ai/datasets info@fast.ai [fast.ai](http://www.fast.ai/) As required Varies by dataset - see documentation link aws-pds, deep learning, natural language processing, machine learning
NOAA - hourly position, current, and sea surface temperature from drifters Hourly position, current, and sea surface temperature data from drifters arn:aws:s3:::noaa-oar-hourly-gdp-pds us-east-1 S3 Bucket https://www.aoml.noaa.gov/phod/gdp/hourly_data.php Please direct scientific inquiries to Dr. Rick Lumpkin (Rick.Lumpkin@noaa.gov) a [NOAA](http://www.noaa.gov/) New data is added as soon as it's available. Open Data. There are no restrictions on the use of this data. aws-pds, climate, meteorological, sustainability, weather, oceans, environmental ['[Browse Bucket](https://noaa-oar-hourly-gdp-pds.s3.amazonaws.com/index.html)']
NOAA - hourly position, current, and sea surface temperature from drifters New data notifications for Hourly position, current, and sea surface temperature arn:aws:sns:us-east-1:709902155096:NewHourlyGDPObject us-east-1 SNS Topic https://www.aoml.noaa.gov/phod/gdp/hourly_data.php Please direct scientific inquiries to Dr. Rick Lumpkin (Rick.Lumpkin@noaa.gov) a [NOAA](http://www.noaa.gov/) New data is added as soon as it's available. Open Data. There are no restrictions on the use of this data. aws-pds, climate, meteorological, sustainability, weather, oceans, environmental
NOAA / NGA Satellite Computed Bathymetry Assessment-SCuBA NOAA / NGA Satellite Computed Bathymetry Assessment (SCuBA) data notifications arn:aws:sns:us-east-1:709902155096:NewICESATObject us-east-1 SNS Topic https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/SCuBA/NOAA_webs For questions regarding data content or quality, email gretchen.imahori@noaa.gov [NOAA’s National Geodetic Survey](https://geodesy.noaa.gov/) Monthly, quarterly, and annually, depending on the dataset. Open Data. There are no restrictions on the use of this data. aws-pds, bathymetry, agriculture, weather, climate, environmental, disaster response, agriculture, transportation, oceans
NOAA / NGA Satellite Computed Bathymetry Assessment-SCuBA NOAA / NGA Satellite Computed Bathymetry Assessment (SCuBA) data arn:aws:s3:::noaa-nos-scuba-icesat2-pds us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/SCuBA/NOAA_webs For questions regarding data content or quality, email gretchen.imahori@noaa.gov [NOAA’s National Geodetic Survey](https://geodesy.noaa.gov/) Monthly, quarterly, and annually, depending on the dataset. Open Data. There are no restrictions on the use of this data. aws-pds, bathymetry, agriculture, weather, climate, environmental, disaster response, agriculture, transportation, oceans ['[Browse Bucket](https://noaa-nos-scuba-icesat2-pds.s3.amazonaws.com/index.html)']
NOAA 3-D Surge and Tide Operational Forecast System for the Atlantic Basin (STOFS-3D-Atlantic) NOAA STOFS-3D-Atlantic Forecast Guidance arn:aws:s3:::noaa-nos-stofs3d-pds us-east-1 S3 Bucket https://noaa-nos-stofs3d-pds.s3.amazonaws.com/README.html For questions regarding data content or quality, visit the STOFS site (https://p [NOAA](http://www.noaa.gov/) One time per day at 12 UTC Open Data. There are no restrictions on the use of this data. aws-pds, global, coastal, marine navigation, disaster response, weather, water, environmental, meteorological, oceans, sustainability, climate ['[Browse Bucket](https://noaa-nos-stofs3d-pds.s3.amazonaws.com/index.html)']
NOAA 3-D Surge and Tide Operational Forecast System for the Atlantic Basin (STOFS-3D-Atlantic) NOAA STOFS-3D-Atlantic Forecast Guidance New Dataset Notification arn:aws:sns:us-east-1:709902155096:NewICOGS3DObject us-east-1 SNS Topic https://noaa-nos-stofs3d-pds.s3.amazonaws.com/README.html For questions regarding data content or quality, visit the STOFS site (https://p [NOAA](http://www.noaa.gov/) One time per day at 12 UTC Open Data. There are no restrictions on the use of this data. aws-pds, global, coastal, marine navigation, disaster response, weather, water, environmental, meteorological, oceans, sustainability, climate
NOAA Analysis of Record for Calibration (AORC) Dataset 1-km resolution AORC version 11 arn:aws:s3:::noaa-nws-aorc-v1-1-1km us-east-1 S3 Bucket [Analysis of Record for Calibration: Version 1.1 Sources, Methods, and Verificat For questions regarding data content or quality, email the AORC team at aorc.inf [NOAA](http://www.noaa.gov/) To be determined CC-0 - Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation ['[Browse Bucket](https://noaa-nws-aorc-v1-1-1km.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records Ocean Nearsurface Atmos Profiles arn:aws:s3:::noaa-cdr-ocean-nearsurface-atmos-profiles-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-ocean-nearsurface-atmos-profiles-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records Ocean Heat Content arn:aws:s3:::noaa-cdr-ocean-heat-content-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-ocean-heat-content-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records Solar Spectral Irradiance arn:aws:s3:::noaa-cdr-solar-spectral-irradiance-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-solar-spectral-irradiance-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records Total Solar Irradiance arn:aws:s3:::noaa-cdr-total-solar-irradiance-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-total-solar-irradiance-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records PERSIANN Precip arn:aws:s3:::noaa-cdr-precip-persiann-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-precip-persiann-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records NEXRAD Precip arn:aws:s3:::noaa-cdr-precip-nexrad-qpe-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-precip-nexrad-qpe-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records Aerosol Optical Thickness arn:aws:s3:::noaa-cdr-aerosol-optical-thickness-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-aerosol-optical-thickness-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records GPCP Precip Monthly arn:aws:s3:::noaa-cdr-precip-gpcp-monthly-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-precip-gpcp-monthly-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records GPCP Precip Daily arn:aws:s3:::noaa-cdr-precip-gpcp-daily-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-precip-gpcp-daily-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records Cloud Properties Polar Orbiter arn:aws:s3:::noaa-cdr-cloud-properties-polar-orbiter-nasa-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-cloud-properties-polar-orbiter-nasa-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records Hydrological Properties arn:aws:s3:::noaa-cdr-hydrological-properties-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-hydrological-properties-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records Outgoing Longwave Radiation - Monthly arn:aws:s3:::noaa-cdr-outgoing-longwave-radiation-monthly-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-outgoing-longwave-radiation-monthly-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records Outgoing Longwave Radiation - Daily arn:aws:s3:::noaa-cdr-outgoing-longwave-radiation-daily-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-outgoing-longwave-radiation-daily-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records Cloud Properties ISCCP arn:aws:s3:::noaa-cdr-cloud-properties-isccp-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-cloud-properties-isccp-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records Ocean Heatflux arn:aws:s3:::noaa-cdr-ocean-heatflux-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-ocean-heatflux-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records CMORPH Precip arn:aws:s3:::noaa-cdr-precip-cmorph-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-precip-cmorph-pds.s3.amazonaws.com/index.html)']
NOAA Atmospheric Climate Data Records Ozone - ESRL arn:aws:s3:::noaa-cdr-ozone-esrl-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/products/climate-data-records/atmospheric For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-ozone-esrl-pds.s3.amazonaws.com/index.html)']
NOAA Climate Forecast System (CFS) New data notifications for CFS, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewCFSObject us-east-1 SNS Topic https://cfs.ncep.noaa.gov/ For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly, 6-Hourly, and Monthly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Climate Forecast System (CFS) Climate Forecast System (CFS) Model Data arn:aws:s3:::noaa-cfs-pds us-east-1 S3 Bucket https://cfs.ncep.noaa.gov/ For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly, 6-Hourly, and Monthly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-cfs-pds.s3.amazonaws.com/index.html)']
NOAA Cloud Optimized Zarr Reference Files (Kerchunk) New data notifications for Cloud-optimized Zarr Reference Files arn:aws:sns:us-east-1:123901341784:NewNODDKerchunkObject us-east-1 SNS Topic Refer to source datasets documentation For questions regarding data content or quality, visit [Email The Tetra Tech Tea [NOAA's National Ocean Service, the Integrated Ocean Observing System (IOOS)](ht Optimizations run every time new data is uploaded to the source buckets and are Open Data. There are no restrictions on the use of this data. aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather
NOAA Cloud Optimized Zarr Reference Files (Kerchunk) Cloud-optimized Zarr Reference Files arn:aws:s3:::noaa-nodd-kerchunk-pds us-east-1 S3 Bucket Refer to source datasets documentation For questions regarding data content or quality, visit [Email The Tetra Tech Tea [NOAA's National Ocean Service, the Integrated Ocean Observing System (IOOS)](ht Optimizations run every time new data is uploaded to the source buckets and are Open Data. There are no restrictions on the use of this data. aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather ['[Browse Bucket](https://noaa-nodd-kerchunk-pds.s3.amazonaws.com/index.html)']
NOAA Coastal Lidar Data NOAA Coastal Lidar Dataset arn:aws:s3:::noaa-nos-coastal-lidar-pds us-east-1 S3 Bucket https://coast.noaa.gov/digitalcoast/data/coastallidar.html and https://coast. For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Periodically, as new data becomes available Open Data. There are no restrictions on the use of this data. aws-pds, climate, elevation, disaster response, geospatial, lidar
NOAA Coastal Lidar Data NOAA Coastal Lidar Dataset New Dataset Notification arn:aws:sns:us-east-1:709902155096:NewCoastalLidarObject us-east-1 SNS Topic https://coast.noaa.gov/digitalcoast/data/coastallidar.html and https://coast. For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Periodically, as new data becomes available Open Data. There are no restrictions on the use of this data. aws-pds, climate, elevation, disaster response, geospatial, lidar
NOAA Continuously Operating Reference Stations (CORS) Network (NCN) NCN Data and Products arn:aws:s3:::noaa-cors-pds us-east-1 S3 Bucket For more information, visit [NCN Data and Products](https://geodesy.noaa.gov/COR - For general inquiries about NCN data and products, email ✉ ngs.cors at noaa.go [NOAA](http://www.noaa.gov/) Most data are available within 1 hour from when they were recorded at the remote There are no restrictions on the use of this data. aws-pds, broadcast ephemeris, Continuously Operating Reference Station (CORS), earth observation, geospatial, GPS, GNSS, mapping, NOAA CORS Network (NCN), post-processing, RINEX, survey ['[Browse NOAA-NCN Bucket](https://noaa-cors-pds.s3.amazonaws.com/index.html)']
NOAA Emergency Response Imagery GeoTIFF & COG Imagery (COG Format available for recent events) arn:aws:s3:::noaa-eri-pds us-east-1 S3 Bucket https://www.ngs.noaa.gov/RSD/erp.shtml For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Manually when needed There are no restrictions on the use of this data. aws-pds, aerial imagery, climate, cog, disaster response, weather ['[Browse Bucket](https://noaa-eri-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Gridsat B1 arn:aws:s3:::noaa-cdr-gridsat-b1-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-gridsat-b1-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Mean Layer Temperature arn:aws:s3:::noaa-cdr-mean-layer-temp-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-mean-layer-temp-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Microwave Humidity Sounder Brightness Temperature arn:aws:s3:::noaa-cdr-microwave-humidity-sounder-brit-temp-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-microwave-humidity-sounder-brit-temp-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Mean Layer Temperature Lower Stratosphere arn:aws:s3:::noaa-cdr-mean-layer-temp-lower-strat-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-mean-layer-temp-lower-strat-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Polar Orbiter Radiances and Cloud Properties - NASA arn:aws:s3:::noaa-cdr-radiances-and-cloud-properties-polar-orbiter-nasa-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-radiances-and-cloud-properties-polar-orbiter-nasa-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Polar Pathfinder arn:aws:s3:::noaa-cdr-polar-pathfinder-fcdr-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-polar-pathfinder-fcdr-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Polar Pathfinder Extended arn:aws:s3:::noaa-cdr-polar-pathfinder-extended-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-polar-pathfinder-extended-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) MSU Brightness Temperature arn:aws:s3:::noaa-cdr-msu-brit-temp-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-msu-brit-temp-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Microwave Temperature Sounder Brightness Temperature arn:aws:s3:::noaa-cdr-microwave-temp-sounder-brit-temp-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-microwave-temp-sounder-brit-temp-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Microwave Imager Brightness Temperature - RSS arn:aws:s3:::noaa-cdr-microwave-imager-brit-temp-rss-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-microwave-imager-brit-temp-rss-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Microwave Imager Brightness Temperature - CSU arn:aws:s3:::noaa-cdr-microwave-imager-brit-temp-csu-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-microwave-imager-brit-temp-csu-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Water Vapor Brightness Temperature arn:aws:s3:::noaa-cdr-ir-water-vapor-brit-temp-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-ir-water-vapor-brit-temp-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Microwave Brightness Temperature arn:aws:s3:::noaa-cdr-microwave-brit-temp-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-microwave-brit-temp-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Mean Layer Temperature Upper Troposphere arn:aws:s3:::noaa-cdr-mean-layer-temp-upper-trop-lower-strat-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-mean-layer-temp-upper-trop-lower-strat-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Mean Layer Temperature - UAH arn:aws:s3:::noaa-cdr-mean-layer-temp-uah-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-mean-layer-temp-uah-pds.s3.amazonaws.com/index.html)']
NOAA Fundamental Climate Data Records (FCDR) Mean Layer Temperature - RSS arn:aws:s3:::noaa-cdr-mean-layer-temp-rss-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-mean-layer-temp-rss-pds.s3.amazonaws.com/index.html)']
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17 & 18 New data notifications for GOES-18, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewGOES18Object us-east-1 SNS Topic https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-goes16 "For questions related to specific GOES Products, please visit the ""[GOES-R websi" [NOAA](http://www.noaa.gov/) New data is added as soon as it's available There are no restrictions on the use of this data. aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17 & 18 GOES-18 imagery and metadata arn:aws:s3:::noaa-goes18 us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-goes16 "For questions related to specific GOES Products, please visit the ""[GOES-R websi" [NOAA](http://www.noaa.gov/) New data is added as soon as it's available There are no restrictions on the use of this data. aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery ['[Browse Bucket](https://noaa-goes18.s3.amazonaws.com/index.html)']
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17 & 18 GOES-16 imagery and metadata arn:aws:s3:::noaa-goes16 us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-goes16 "For questions related to specific GOES Products, please visit the ""[GOES-R websi" [NOAA](http://www.noaa.gov/) New data is added as soon as it's available There are no restrictions on the use of this data. aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery ['[Browse Bucket](https://noaa-goes16.s3.amazonaws.com/index.html)']
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17 & 18 New data notifications for GOES-17, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewGOES17Object us-east-1 SNS Topic https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-goes16 "For questions related to specific GOES Products, please visit the ""[GOES-R websi" [NOAA](http://www.noaa.gov/) New data is added as soon as it's available There are no restrictions on the use of this data. aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17 & 18 GOES-17 imagery and metadata arn:aws:s3:::noaa-goes17 us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-goes16 "For questions related to specific GOES Products, please visit the ""[GOES-R websi" [NOAA](http://www.noaa.gov/) New data is added as soon as it's available There are no restrictions on the use of this data. aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery ['[Browse Bucket](https://noaa-goes17.s3.amazonaws.com/index.html)']
NOAA Geostationary Operational Environmental Satellites (GOES) 16, 17 & 18 New data notifications for GOES-16, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewGOES16Object us-east-1 SNS Topic https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-goes16 "For questions related to specific GOES Products, please visit the ""[GOES-R websi" [NOAA](http://www.noaa.gov/) New data is added as soon as it's available There are no restrictions on the use of this data. aws-pds, agriculture, geospatial, weather, earth observation, meteorological, disaster response, satellite imagery
NOAA Global Data Assimilation (DA) Test Data Global Data Assimilation (DA) System Test Data arn:aws:s3:::noaa-ufs-gdas-pds us-east-1 S3 Bucket https://github.com/NOAA-EMC/GDASApp/wiki For questions regarding data content or quality, post on the ufs-community forum [NOAA](http://www.noaa.gov/) These are stable datasets for use with global DA projects. They will be updated GNU Lesser Public License v2.1: https://www.gnu.org/licenses/old-licenses/lgpl-2 aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather ['[Browse Bucket](https://noaa-ufs-gdas-pds.s3.amazonaws.com/index.html)']
NOAA Global Data Assimilation (DA) Test Data New data notifications for Global Data Assimilation (DA) System Test Data, only arn:aws:sns:us-east-1:709902155096:NewNWSUFSGDASObject us-east-1 SNS Topic https://github.com/NOAA-EMC/GDASApp/wiki For questions regarding data content or quality, post on the ufs-community forum [NOAA](http://www.noaa.gov/) These are stable datasets for use with global DA projects. They will be updated GNU Lesser Public License v2.1: https://www.gnu.org/licenses/old-licenses/lgpl-2 aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather
NOAA Global Ensemble Forecast System (GEFS) Project data files arn:aws:s3:::noaa-gefs-pds us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-gefs-pds For questions regarding data content or quality, visit [the NOAA GEFS site](http [NOAA](http://www.noaa.gov/) 4 times a day, every 6 hours starting at midnight. Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-gefs-pds.s3.amazonaws.com/index.html)']
NOAA Global Ensemble Forecast System (GEFS) New data notifications for GFS, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewGEFSObject us-east-1 SNS Topic https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-gefs-pds For questions regarding data content or quality, visit [the NOAA GEFS site](http [NOAA](http://www.noaa.gov/) 4 times a day, every 6 hours starting at midnight. Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Global Ensemble Forecast System (GEFS) Re-forecast GEFS Re-forecast in Grib2 Format arn:aws:s3:::noaa-gefs-retrospective us-east-1 S3 Bucket https://noaa-gefs-retrospective.s3.amazonaws.com/Description_of_reforecast_data. For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Re-forecasts do not adhere to an update frequency. Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-gefs-retrospective.s3.amazonaws.com/index.html)']
NOAA Global Forecast System (GFS) New data notifications for GFS, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewGFSObject us-east-1 SNS Topic https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/gfs.php For questions regarding data content or quality, visit [the NOAA GFS site](https [NOAA](http://www.noaa.gov/) 4 times a day, every 6 hours starting at midnight UTC Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather
NOAA Global Forecast System (GFS) New data notifications for GFS Warm Start IC, only Lambda and SQS protocols allo arn:aws:sns:us-east-1:123901341784:NewGfsWarmStartObject us-east-1 SNS Topic https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/gfs.php For questions regarding data content or quality, visit [the NOAA GFS site](https [NOAA](http://www.noaa.gov/) 4 times a day, every 6 hours starting at midnight UTC Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather
NOAA Global Forecast System (GFS) GFS Warm Start Initial Conditions arn:aws:s3:::noaa-gfs-warmstart-pds us-east-1 S3 Bucket https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/gfs.php For questions regarding data content or quality, visit [the NOAA GFS site](https [NOAA](http://www.noaa.gov/) 4 times a day, every 6 hours starting at midnight UTC Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather ['[Browse Bucket](https://noaa-gfs-warmstart-pds.s3.amazonaws.com/index.html)']
NOAA Global Forecast System (GFS) GFS data arn:aws:s3:::noaa-gfs-bdp-pds us-east-1 S3 Bucket https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/gfs.php For questions regarding data content or quality, visit [the NOAA GFS site](https [NOAA](http://www.noaa.gov/) 4 times a day, every 6 hours starting at midnight UTC Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather ['[Browse Bucket](https://noaa-gfs-bdp-pds.s3.amazonaws.com/index.html)']
NOAA Global Historical Climatology Network Daily (GHCN-D) Project data files arn:aws:s3:::noaa-ghcn-pds us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-ghcn For questions regarding data content or quality, visit [the NOAA GHCN site](http [NOAA](http://www.noaa.gov/) Daily https://www.ncdc.noaa.gov/ghcnd-data-access aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-ghcn-pds.s3.amazonaws.com/index.html)']
NOAA Global Hydro Estimator (GHE) Project data files arn:aws:s3:::noaa-ghe-pds us-east-1 S3 Bucket https://www.ospo.noaa.gov/Products/atmosphere/ghe/index.html For questions regarding product content orquality, visit https://www.ospo.noaa.g [NOAA](http://www.noaa.gov/) 15 minute-instantaneous There are no restrictions on the use of this data. aws-pds, agriculture, meteorological, water, weather ['[Browse Bucket](https://noaa-ghe-pds.s3.amazonaws.com/index.html)']
NOAA Global Hydro Estimator (GHE) New data notifications for GHE, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewGHEObject us-east-1 SNS Topic https://www.ospo.noaa.gov/Products/atmosphere/ghe/index.html For questions regarding product content orquality, visit https://www.ospo.noaa.g [NOAA](http://www.noaa.gov/) 15 minute-instantaneous There are no restrictions on the use of this data. aws-pds, agriculture, meteorological, water, weather
NOAA Global Mosaic of Geostationary Satellite Imagery (GMGSI) New data notifications for GMGSI, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewGMGSIObject us-east-1 SNS Topic [https://www.ospo.noaa.gov/Operations/GOES/index.html](https://www.ospo.noaa.gov For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Global Mosaic of Geostationary Satellite Imagery (GMGSI) NOAA Global Mosaic of Geostationary Satellite Imagery (GMGSI) arn:aws:s3:::noaa-gmgsi-pds us-east-1 S3 Bucket [https://www.ospo.noaa.gov/Operations/GOES/index.html](https://www.ospo.noaa.gov For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-gmgsi-pds.s3.amazonaws.com/index.html)']
NOAA Global Real-Time Ocean Forecast System (Global RTOFS) NOAA Global Real Time Ocean Forecasting System New Dataset Notification arn:aws:sns:us-east-1:709902155096:NewRTOFSObject us-east-1 SNS Topic https://noaa-nws-rtofs-pds.s3.amazonaws.com/README.html For questions regarding data content or quality, visit the RTOFS site (https://p [NOAA](http://www.noaa.gov/) Once a day. The products are available at the following times each day <br /> 00 Open Data. There are no restrictions on the use of this data. aws-pds, global, coastal, disaster response, weather, water, environmental, meteorological, oceans, climate
NOAA Global Real-Time Ocean Forecast System (Global RTOFS) NOAA Global Real Time Ocean Forecasting System Data arn:aws:s3:::noaa-nws-rtofs-pds us-east-1 S3 Bucket https://noaa-nws-rtofs-pds.s3.amazonaws.com/README.html For questions regarding data content or quality, visit the RTOFS site (https://p [NOAA](http://www.noaa.gov/) Once a day. The products are available at the following times each day <br /> 00 Open Data. There are no restrictions on the use of this data. aws-pds, global, coastal, disaster response, weather, water, environmental, meteorological, oceans, climate ['[Browse Bucket](https://noaa-nws-rtofs-pds.s3.amazonaws.com/index.html)']
NOAA Global Surface Summary of Day Measurements and metadata arn:aws:s3:::noaa-gsod-pds us-east-1 S3 Bucket http://www.ncdc.noaa.gov/ For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Data is updated as new products are available. Open Data. There are no restrictions on the use of this data aws-pds, agriculture, environmental, climate, weather, natural resource, regulatory
NOAA Global Surge and Tide Operational Forecast System 2-D (STOFS-2D-Global) NOAA STOFS-2D-Global Water Level Forecast Guidance New Dataset Notification arn:aws:sns:us-east-1:123901341784:NewGESTOFSObject us-east-1 SNS Topic https://noaa-gestofs-pds.s3.amazonaws.com/README.html For questions regarding data content or quality, visit the ESTOFS site (https:// [NOAA](http://www.noaa.gov/) Four times per day, every 6 hours starting at midnight UTC Open Data. There are no restrictions on the use of this data. aws-pds, global, coastal, disaster response, weather, water, environmental, meteorological, oceans, climate
NOAA Global Surge and Tide Operational Forecast System 2-D (STOFS-2D-Global) NOAA STOFS-2D-Global Water Level Forecast Guidance arn:aws:s3:::noaa-gestofs-pds us-east-1 S3 Bucket https://noaa-gestofs-pds.s3.amazonaws.com/README.html For questions regarding data content or quality, visit the ESTOFS site (https:// [NOAA](http://www.noaa.gov/) Four times per day, every 6 hours starting at midnight UTC Open Data. There are no restrictions on the use of this data. aws-pds, global, coastal, disaster response, weather, water, environmental, meteorological, oceans, climate ['[Browse Bucket](https://noaa-gestofs-pds.s3.amazonaws.com/index.html)']
NOAA High-Resolution Rapid Refresh (HRRR) Model Archive of HRRR data since 2014 arn:aws:s3:::noaa-hrrr-bdp-pds us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-hrrr For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly U.S. Government Work aws-pds, agriculture, climate, weather, environmental, disaster response ['[Browse Bucket](https://noaa-hrrr-bdp-pds.s3.amazonaws.com/index.html)']
NOAA High-Resolution Rapid Refresh (HRRR) Model HRRR Zarr format near-real time data archive managed by the University of Utah arn:aws:s3:::hrrrzarr us-west-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-hrrr For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly U.S. Government Work aws-pds, agriculture, climate, weather, environmental, disaster response ['[Browse Bucket](https://hrrrzarr.s3.amazonaws.com/index.html)']
NOAA High-Resolution Rapid Refresh (HRRR) Model New data notifications arn:aws:sns:us-east-1:123901341784:NewHRRRObject us-east-1 SNS Topic https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-hrrr For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly U.S. Government Work aws-pds, agriculture, climate, weather, environmental, disaster response
NOAA Historical Maps and Charts NOAA Historic Chart Datasets arn:aws:s3:::noaa-nos-historicalcharts-pds us-east-1 S3 Bucket https://historicalcharts.noaa.gov/about.php For any questions regarding data delivery not associated with this platform or a [NOAA](http://www.noaa.gov/) Periodic manual updates when historic charts are added to the collection. Open Data. There are no restrictions on the use of this data. aws-pds, history, mapping, coastal, geospatial, survey ['[Browse Bucket](https://noaa-nos-historicalcharts-pds.s3.amazonaws.com/index.html)']
NOAA Hurricane Analysis and Forecast System (HAFS) Hurricane Analysis Forecast System (HAFS) Data arn:aws:s3:::noaa-nws-hafs-pds us-east-1 S3 Bucket https://wpo.noaa.gov/the-hurricane-analysis-and-forecast-system-hafs/ For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Event Driven Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-nws-hafs-pds.s3.amazonaws.com/index.html)']
NOAA Hurricane Analysis and Forecast System (HAFS) New data notifications for HAFS, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewHAFSObject us-east-1 SNS Topic https://wpo.noaa.gov/the-hurricane-analysis-and-forecast-system-hafs/ For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Event Driven Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Integrated Surface Database (ISD) ISD in original format arn:aws:s3:::noaa-isd-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/data/global-hourly/doc/isd-format-document.pdf For questions regarding data content or quality, visit [the NOAA ISD site](https [NOAA](http://www.noaa.gov/) Daily https://www.ncdc.noaa.gov/isd/data-access aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-isd-pds.s3.amazonaws.com/index.html)']
NOAA Integrated Surface Database (ISD) ISD in CSV format arn:aws:s3:::noaa-global-hourly-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/data/global-hourly/doc/isd-format-document.pdf For questions regarding data content or quality, visit [the NOAA ISD site](https [NOAA](http://www.noaa.gov/) Daily https://www.ncdc.noaa.gov/isd/data-access aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-global-hourly-pds.s3.amazonaws.com/index.html)']
NOAA Joint Polar Satellite System (JPSS) NOAA JPSS NOAA-21 Data arn:aws:s3:::noaa-nesdis-n21-pds us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-nesdis-n21-pds.s3.amazonaws.com/index.html)']
NOAA Joint Polar Satellite System (JPSS) New data notifications for JPSS data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewNOAA20Object us-east-1 SNS Topic https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Joint Polar Satellite System (JPSS) New data notifications for JPSS data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewNOAA21Object us-east-1 SNS Topic https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Joint Polar Satellite System (JPSS) NOAA JPSS SNPP (Suomi NPP) Data arn:aws:s3:::noaa-nesdis-snpp-pds us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-nesdis-snpp-pds.s3.amazonaws.com/index.html)']
NOAA Joint Polar Satellite System (JPSS) New data notifications for JPSS data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewSNPPObject us-east-1 SNS Topic https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Joint Polar Satellite System (JPSS) NOAA JPSS Development Data arn:aws:s3:::noaa-jpss us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-jpss.s3.amazonaws.com/index.html)']
NOAA Joint Polar Satellite System (JPSS) NOAA JPSS NOAA-20 Data arn:aws:s3:::noaa-nesdis-n20-pds us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-nesdis-n20-pds.s3.amazonaws.com/index.html)']
NOAA Joint Polar Satellite System (JPSS) New data notifications for JPSS data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewJPSSObject us-east-1 SNS Topic https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Multi-Radar/Multi-Sensor System (MRMS) NOAA Multi-Radar/Multi-Sensor System (MRMS) arn:aws:s3:::noaa-mrms-pds us-east-1 S3 Bucket https://www.nssl.noaa.gov/projects/mrms/ For specific MRMS data questions, please reach out to the MRMS Team at mrms@noaa [NOAA](http://www.noaa.gov/) Data is delivered in real-time with a 2-minute update cycle. Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-mrms-pds.s3.amazonaws.com/index.html)']
NOAA Multi-Radar/Multi-Sensor System (MRMS) New data notifications for MRMS data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewMRMSObject us-east-1 SNS Topic https://www.nssl.noaa.gov/projects/mrms/ For specific MRMS data questions, please reach out to the MRMS Team at mrms@noaa [NOAA](http://www.noaa.gov/) Data is delivered in real-time with a 2-minute update cycle. Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Multi-Year Reanalysis of Remotely Sensed Storms (MYRORSS) Multi-Year Reanalysis of Remotely Sensed Storms arn:aws:s3:::noaa-oar-myrorss-pds us-east-1 S3 Bucket https://osf.io/9gzp2/ For any data delivery issues or any questions in general, please contact the NOA [NOAA](http://www.noaa.gov/) No updates Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, earth observation, meteorological, natural resource, sustainability, weather ['[Browse Bucket](https://noaa-oar-myrorss-pds.s3.amazonaws.com/index.html)']
NOAA National Bathymetric Source Data NOAA National Bathymetry New Object Notification arn:aws:sns:us-east-1:709902155096:NewNationalBathymetryObject us-east-1 SNS Topic https://nauticalcharts.noaa.gov/data/bluetopo.html For general questions or feedback about the data, please submit inquiriesthrough [NOAA](http://www.noaa.gov/) Monthly where new data is available. Creative Commons licenses are attached to each file and, where available, are at aws-pds, earth observation, model, oceans, bathymetry, marine navigation, oceans
NOAA National Bathymetric Source Data NOAA National Bathymetric Source Data arn:aws:s3:::noaa-ocs-nationalbathymetry-pds us-east-1 S3 Bucket https://nauticalcharts.noaa.gov/data/bluetopo.html For general questions or feedback about the data, please submit inquiriesthrough [NOAA](http://www.noaa.gov/) Monthly where new data is available. Creative Commons licenses are attached to each file and, where available, are at aws-pds, earth observation, model, oceans, bathymetry, marine navigation, oceans ['[Browse Bucket](https://noaa-ocs-nationalbathymetry-pds.s3.amazonaws.com/index.html)']
NOAA National Blend of Models (NBM) New data notifications for NBM-COG Format, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewNBMCOGObject us-east-1 SNS Topic https://vlab.noaa.gov/web/mdl/nbm For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Once per hour Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, cog, meteorological, weather
NOAA National Blend of Models (NBM) National Blend of Models (NBM) Grib2 Format arn:aws:s3:::noaa-nbm-grib2-pds us-east-1 S3 Bucket https://vlab.noaa.gov/web/mdl/nbm For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Once per hour Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, cog, meteorological, weather ['[Browse Bucket](https://noaa-nbm-grib2-pds.s3.amazonaws.com/index.html)']
NOAA National Blend of Models (NBM) National Blend of Models (NBM) COG Format arn:aws:s3:::noaa-nbm-pds us-east-1 S3 Bucket https://vlab.noaa.gov/web/mdl/nbm For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Once per hour Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, cog, meteorological, weather ['[Browse Bucket](https://noaa-nbm-pds.s3.amazonaws.com/index.html)']
NOAA National Blend of Models (NBM) New data notifications for NBM-Grib2 Format, only Lambda and SQS protocols allow arn:aws:sns:us-east-1:123901341784:NewNBMGRIBObject us-east-1 SNS Topic https://vlab.noaa.gov/web/mdl/nbm For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Once per hour Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, cog, meteorological, weather
NOAA National Digital Forecast Database (NDFD) New data notifications for NDFD, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewNDFDObject us-east-1 SNS Topic https://vlab.noaa.gov/web/mdl/ndfd (For NDFD Product information, instructions, For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) As often as once every half hour (varies by forecast element, forecast projectio Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA National Digital Forecast Database (NDFD) National Digital Forecast Database (NDFD) Grib2 Format arn:aws:s3:::noaa-ndfd-pds us-east-1 S3 Bucket https://vlab.noaa.gov/web/mdl/ndfd (For NDFD Product information, instructions, For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) As often as once every half hour (varies by forecast element, forecast projectio Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-ndfd-pds.s3.amazonaws.com/index.html)']
NOAA National Water Model CONUS Retrospective Dataset The complete archive of NWM input forcing and model output data version 30 in N arn:aws:s3:::noaa-nwm-retrospective-3-0-pds us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For [NOAA](http://www.noaa.gov/) No updates Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation ['[Browse Bucket](https://noaa-nwm-retrospective-3-0-pds.s3.amazonaws.com/index.html)']
NOAA National Water Model CONUS Retrospective Dataset The complete archive of NWM input forcing and model output data version 21 in N arn:aws:s3:::noaa-nwm-retrospective-2-1-pds us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For [NOAA](http://www.noaa.gov/) No updates Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation ['[Browse Bucket](https://noaa-nwm-retrospective-2-1-pds.s3.amazonaws.com/index.html)']
NOAA National Water Model CONUS Retrospective Dataset The streamflow from the NWM version 20 in Zarr format arn:aws:s3:::noaa-nwm-retro-v2-zarr-pds us-west-2 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For [NOAA](http://www.noaa.gov/) No updates Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation ['[Browse Bucket](https://noaa-nwm-retro-v2-zarr-pds.s3.amazonaws.com/index.html)']
NOAA National Water Model CONUS Retrospective Dataset The complete archive of NWM model output data version 21 in Zarr format The NW arn:aws:s3:::noaa-nwm-retrospective-2-1-zarr-pds us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For [NOAA](http://www.noaa.gov/) No updates Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation ['[Browse Bucket](https://noaa-nwm-retrospective-2-1-zarr-pds.s3.amazonaws.com/index.html)']
NOAA National Water Model CONUS Retrospective Dataset The complete archive of NWM data version 12 arn:aws:s3:::nwm-archive us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For [NOAA](http://www.noaa.gov/) No updates Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation ['[Browse Bucket](https://nwm-archive.s3.amazonaws.com/index.html)']
NOAA National Water Model CONUS Retrospective Dataset The complete archive of NWM data version 20 arn:aws:s3:::noaa-nwm-retro-v2-0-pds us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For [NOAA](http://www.noaa.gov/) No updates Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation ['[Browse Bucket](https://noaa-nwm-retro-v2-0-pds.s3.amazonaws.com/index.html)']
NOAA National Water Model Short-Range Forecast New data notifications for NWM, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewNWMObject us-east-1 SNS Topic https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nwm-pds For questions regarding data content or quality, go [here](http://water.noaa.gov [NOAA](http://www.noaa.gov/) Daily Open Data. There are no restrictions on the use of this data aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation
NOAA National Water Model Short-Range Forecast A rolling four week archive of NWM data arn:aws:s3:::noaa-nwm-pds us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nwm-pds For questions regarding data content or quality, go [here](http://water.noaa.gov [NOAA](http://www.noaa.gov/) Daily Open Data. There are no restrictions on the use of this data aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation ['[Browse Bucket](https://noaa-nwm-pds.s3.amazonaws.com/index.html)']
NOAA North American Mesoscale Forecast System (NAM) North American Mesoscale Forecast System (NAM) Data arn:aws:s3:::noaa-nam-pds us-east-1 S3 Bucket https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/nam.php, http For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Four times daily (0000, 0600, 1200, and 1800 UTC) Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-nam-pds.s3.amazonaws.com/index.html)']
NOAA North American Mesoscale Forecast System (NAM) New data notifications for NAM data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewNCEPNAMObject us-east-1 SNS Topic https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/nam.php, http For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Four times daily (0000, 0600, 1200, and 1800 UTC) Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Oceanic Climate Data Records Sea Surface Temperature - WHOI arn:aws:s3:::noaa-cdr-sea-surface-temp-whoi-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, oceans, sustainability, weather ['[Browse Bucket](https://noaa-cdr-sea-surface-temp-whoi-pds.s3.amazonaws.com/index.html)']
NOAA Oceanic Climate Data Records Sea Surface Temperature - Optimum Interpolation arn:aws:s3:::noaa-cdr-sea-surface-temp-optimum-interpolation-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, oceans, sustainability, weather ['[Browse Bucket](https://noaa-cdr-sea-surface-temp-optimum-interpolation-pds.s3.amazonaws.com/index.html)']
NOAA Oceanic Climate Data Records Sea Ice Concentration arn:aws:s3:::noaa-cdr-sea-ice-concentration-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, oceans, sustainability, weather ['[Browse Bucket](https://noaa-cdr-sea-ice-concentration-pds.s3.amazonaws.com/index.html)']
NOAA Office of Coast Survey - Hydrographic Survey Data NOAA Office of Coast Survey Hydrographic Survey Data arn:aws:s3:::noaa-ocs-hydrodata-pds us-east-1 S3 Bucket https://nauticalcharts.noaa.gov/ For general questions or feedback about the data, please submit inquiriesthrough [NOAA](http://www.noaa.gov/) This bucket is updated as new data source become available Creative Commons licenses are attached to each file and, where available, are at aws-pds, earth observation, model, oceans, bathymetry, marine navigation, oceans ['[Browse Bucket](https://noaa-ocs-hydrodata-pds.s3.amazonaws.com/index.html)']
NOAA Office of Coast Survey - Hydrographic Survey Data NOAA Office of Coast Survey Hydrographic Survey Data New Object Notification arn:aws:sns:us-east-1:709902155096:NewOCSHYDROObject us-east-1 SNS Topic https://nauticalcharts.noaa.gov/ For general questions or feedback about the data, please submit inquiriesthrough [NOAA](http://www.noaa.gov/) This bucket is updated as new data source become available Creative Commons licenses are attached to each file and, where available, are at aws-pds, earth observation, model, oceans, bathymetry, marine navigation, oceans
NOAA Operational Forecast System (OFS) NOMADS Production OFS Data (30 day rolling retention) arn:aws:s3:::noaa-ofs-pds us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md For questions regarding data content or quality, visit [the NOAA OFS site](https [NOAA](http://www.noaa.gov/) 4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w Open Data. There are no restrictions on the use of this data. aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather ['[Browse Bucket](https://noaa-ofs-pds.s3.amazonaws.com/index.html)']
NOAA Operational Forecast System (OFS) CO-OPS Operational OFS Data (Historical Retention) arn:aws:s3:::noaa-nos-ofs-pds us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md For questions regarding data content or quality, visit [the NOAA OFS site](https [NOAA](http://www.noaa.gov/) 4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w Open Data. There are no restrictions on the use of this data. aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather ['[Browse Bucket](https://noaa-nos-ofs-pds.s3.amazonaws.com/index.html)']
NOAA Operational Forecast System (OFS) New data notifications for OFS, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewOFSObject us-east-1 SNS Topic https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md For questions regarding data content or quality, visit [the NOAA OFS site](https [NOAA](http://www.noaa.gov/) 4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w Open Data. There are no restrictions on the use of this data. aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather
NOAA Operational Forecast System (OFS) New data notifications for NOS OFS Historical Retention, only Lambda and SQS pro arn:aws:sns:us-east-1:123901341784:NewNOSOFSObject us-east-1 SNS Topic https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md For questions regarding data content or quality, visit [the NOAA OFS site](https [NOAA](http://www.noaa.gov/) 4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w Open Data. There are no restrictions on the use of this data. aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather
NOAA Rapid Refresh (RAP) New data notifications for RAP, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewRAPObject us-east-1 SNS Topic https://www.nco.ncep.noaa.gov/pmb/products/rap/ For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Rapid Refresh (RAP) Rapid Refresh (RAP) Data arn:aws:s3:::noaa-rap-pds us-east-1 S3 Bucket https://www.nco.ncep.noaa.gov/pmb/products/rap/ For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-rap-pds.s3.amazonaws.com/index.html)']
NOAA Rapid Refresh Forecast System (RRFS) [Prototype] Rapid Refresh Forecast System (RRFS) Data arn:aws:s3:::noaa-rrfs-pds us-east-1 S3 Bucket https://vlab.noaa.gov/web/ufs-r2o For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Daily Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-rrfs-pds.s3.amazonaws.com/index.html)']
NOAA Rapid Refresh Forecast System (RRFS) [Prototype] New data notifications for RRFS, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewRRFSObject us-east-1 SNS Topic https://vlab.noaa.gov/web/ufs-r2o For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Daily Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA) Real-Time Mesoscale Analysis (RTMA) Data arn:aws:s3:::noaa-rtma-pds us-east-1 S3 Bucket https://www.nco.ncep.noaa.gov/pmb/products/rtma/ For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-rtma-pds.s3.amazonaws.com/index.html)']
NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA) New data notifications for RTMA data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewNCEPRTMAObject us-east-1 SNS Topic https://www.nco.ncep.noaa.gov/pmb/products/rtma/ For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA) Unrestricted Mesoscale Analysis (URMA) Data arn:aws:s3:::noaa-urma-pds us-east-1 S3 Bucket https://www.nco.ncep.noaa.gov/pmb/products/rtma/ For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-urma-pds.s3.amazonaws.com/index.html)']
NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA) New data notifications for URMA data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewNCEPURMAObject us-east-1 SNS Topic https://www.nco.ncep.noaa.gov/pmb/products/rtma/ For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA S-102 Bathymetric Surface Data NOAA S-102 Bathymetric Surface New Object Notification arn:aws:sns:us-east-1:123901341784:NewS102Object us-east-1 SNS Topic https://noaa-s102-pds.s3.amazonaws.com/README.html For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Irregular, updated when new data is available. Open Data. There are no restrictions on the use of this data. aws-pds, bathymetry, marine navigation, hydrography, oceans, seafloor, water
NOAA S-102 Bathymetric Surface Data NOAA S-102 Bathymetric Surface Datasets arn:aws:s3:::noaa-s102-pds us-east-1 S3 Bucket https://noaa-s102-pds.s3.amazonaws.com/README.html For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Irregular, updated when new data is available. Open Data. There are no restrictions on the use of this data. aws-pds, bathymetry, marine navigation, hydrography, oceans, seafloor, water ['[Browse Bucket](https://noaa-s102-pds.s3.amazonaws.com/index.html)']
NOAA S-111 Surface Water Currents Data NOAA S-111 Surface Water Currents Datasets arn:aws:s3:::noaa-s111-pds us-east-1 S3 Bucket https://noaa-s111-pds.s3.amazonaws.com/README.html For general questions or feedback about the data, please submit inquiries throug [NOAA](http://www.noaa.gov/) Four times per day for each OFS, except Global RTOFS which updates once per day Open Data. There are no restrictions on the use of this data. aws-pds, oceans, water ['[Browse Bucket](https://noaa-s111-pds.s3.amazonaws.com/index.html)']
NOAA S-111 Surface Water Currents Data NOAA S-111 Surface Water Currents New Dataset Notification arn:aws:sns:us-east-1:123901341784:NewS111Object us-east-1 SNS Topic https://noaa-s111-pds.s3.amazonaws.com/README.html For general questions or feedback about the data, please submit inquiries throug [NOAA](http://www.noaa.gov/) Four times per day for each OFS, except Global RTOFS which updates once per day Open Data. There are no restrictions on the use of this data. aws-pds, oceans, water
NOAA Severe Weather Data Inventory (SWDI) NOAA Severe Weather Data Inventory Dataset Notification arn:aws:sns:us-east-1:123901341784:NewSWDIObject us-east-1 SNS Topic https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc: For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Monthly Open Data. There are no restrictions on the use of this data. Use of the data sh aws-pds, agriculture, climate, meteorological, weather
NOAA Severe Weather Data Inventory (SWDI) NOAA Severe Weather Data Inventory Dataset (SWDI) arn:aws:s3:::noaa-swdi-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc: For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Monthly Open Data. There are no restrictions on the use of this data. Use of the data sh aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-swdi-pds.s3.amazonaws.com/index.html)']
NOAA Space Weather Forecast and Observation Data New data notifications for NOAA Space Weather Prediction Center Forecasts, only arn:aws:sns:us-east-1:123901341784:NewSWPCObject us-east-1 SNS Topic https://www.swpc.noaa.gov/products-and-data For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) The update frequencies of the space weather dataset range from one minute observ Open Data. There are no restrictions on the use of this data. aws-pds, climate, meteorological, solar, weather
NOAA Space Weather Forecast and Observation Data NOAA Space Weather Prediction Center Forecasts arn:aws:s3:::noaa-swpc-pds us-east-1 S3 Bucket https://www.swpc.noaa.gov/products-and-data For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) The update frequencies of the space weather dataset range from one minute observ Open Data. There are no restrictions on the use of this data. aws-pds, climate, meteorological, solar, weather ['[Browse Bucket](https://noaa-swpc-pds.s3.amazonaws.com/index.html)']
NOAA Terrestrial Climate Data Records Leaf Area Index arn:aws:s3:::noaa-cdr-leaf-area-index-fapar-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-leaf-area-index-fapar-pds.s3.amazonaws.com/index.html)']
NOAA Terrestrial Climate Data Records NDVI arn:aws:s3:::noaa-cdr-ndvi-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-ndvi-pds.s3.amazonaws.com/index.html)']
NOAA Terrestrial Climate Data Records Snow Cover Extent arn:aws:s3:::noaa-cdr-snow-cover-ext-north-pds us-east-1 S3 Bucket https://www.ncdc.noaa.gov/cdr For questions regarding the specific CDR data holdings, please contact NCEI.SAT. [NOAA](http://www.noaa.gov/) Climate Data Records are updated independently. For update frequency for a speci Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-cdr-snow-cover-ext-north-pds.s3.amazonaws.com/index.html)']
NOAA U.S. Climate Gridded Dataset (NClimGrid) Monthly NClimGrid Data arn:aws:s3:::noaa-nclimgrid-monthly-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc: For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Monthly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-nclimgrid-monthly-pds.s3.amazonaws.com/index.html)']
NOAA U.S. Climate Gridded Dataset (NClimGrid) Daily NClimGrid Data arn:aws:s3:::noaa-nclimgrid-daily-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc: For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Monthly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-nclimgrid-daily-pds.s3.amazonaws.com/index.html)']
NOAA U.S. Climate Gridded Dataset (NClimGrid) New data notifications for Daily NClimGrid, only Lambda and SQS protocols allowe arn:aws:sns:us-east-1:123901341784:NewNClimGridDailyObject us-east-1 SNS Topic https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc: For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Monthly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA U.S. Climate Gridded Dataset (NClimGrid) New data notifications for Daily NClimGrid, only Lambda and SQS protocols allowe arn:aws:sns:us-east-1:123901341784:NewNClimGridMonthlyObject us-east-1 SNS Topic https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc: For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Monthly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA U.S. Climate Normals US Climate Normals Data arn:aws:s3:::noaa-normals-pds us-east-1 S3 Bucket [https://www.ncei.noaa.gov/products/us-climate-normals](https://www.ncei.noaa.go For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Data is updated on 10 year cycles or when corrections are implemented. Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, sustainability, weather ['[Browse Bucket](https://noaa-normals-pds.s3.amazonaws.com/index.html)']
NOAA Unified Forecast System (UFS) Hierarchical Testing Framework (HTF) New data notifications for UFS HTF, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewNWSUFSHTFObject us-east-1 SNS Topic https://epic-ufs-htf.readthedocs.io/en/develop/ For questions regarding data content or quality, visit https://github.com/NOAA-E [NOAA](http://www.noaa.gov/) The UFS HTF is in its prototype phase and will be updated as new case studies ar Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather, oceans
NOAA Unified Forecast System (UFS) Hierarchical Testing Framework (HTF) NOAA Unified Forecast System (UFS) Hierarchical Testing Framework (HTF) Data arn:aws:s3:::noaa-ufs-htf-pds us-east-1 S3 Bucket https://epic-ufs-htf.readthedocs.io/en/develop/ For questions regarding data content or quality, visit https://github.com/NOAA-E [NOAA](http://www.noaa.gov/) The UFS HTF is in its prototype phase and will be updated as new case studies ar Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather, oceans ['[Browse Bucket](https://noaa-ufs-htf-pds.s3.amazonaws.com/index.html)']
NOAA Unified Forecast System (UFS) Land Data Assimilation (DA) System Unified Forecast System (UFS) Land Data Assimilation (DA) System arn:aws:s3:::noaa-ufs-land-da-pds us-east-1 S3 Bucket https://land-da.readthedocs.io/en/latest/ For questions regarding data content or quality, visit https://github.com/NOAA-E [NOAA](http://www.noaa.gov/) These are stable datasets for use with the Land DA System. They will not be upda The Land DA license page can be found at: https://github.com/NOAA-EPIC/land-offl aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-ufs-land-da-pds.s3.amazonaws.com/index.html)']
NOAA Unified Forecast System (UFS) Land Data Assimilation (DA) System New data notifications for UFS Land Data Assimilation (DA) System, only Lambda a arn:aws:sns:us-east-1:709902155096:NewUFSLANDDAObject us-east-1 SNS Topic https://land-da.readthedocs.io/en/latest/ For questions regarding data content or quality, visit https://github.com/NOAA-E [NOAA](http://www.noaa.gov/) These are stable datasets for use with the Land DA System. They will not be upda The Land DA license page can be found at: https://github.com/NOAA-EPIC/land-offl aws-pds, agriculture, climate, meteorological, weather
NOAA Unified Forecast System (UFS) Marine Reanalysis: 1979-2019 NOAA UFS Marine Reanalysis 1979-2019 data arn:aws:s3:::noaa-ufs-rnrmarine-pds us-east-1 S3 Bucket https://vlab.noaa.gov/web/ufs-r2o/ NWS Disclaimer https://www.weather.gov/discla For questions regarding data content or quality, visit https://vlab.noaa.gov/web [NOAA](http://www.noaa.gov/) The UFS-DATM-MOM6-CICE6 model free run output contains continuous files from 197 Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-ufs-rnrmarine-pds.s3.amazonaws.com/index.html)']
NOAA Unified Forecast System Short-Range Weather (UFS SRW) Application Unified Forecast System Short-Range Weather (UFS SRW) Application data arn:aws:s3:::noaa-ufs-srw-pds us-east-1 S3 Bucket https://ufs-srweather-app.readthedocs.io/en/develop/ For questions regarding data content or quality, visit https://github.com/ufs-c [NOAA](http://www.noaa.gov/) These are stable datasets for use with the SRW Application. They will not be upd The UFS SRW Application license page can be found at: https://github.com/ufs-com aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-ufs-srw-pds.s3.amazonaws.com/index.html)']
NOAA Unified Forecast System Short-Range Weather (UFS SRW) Application New data notifications for UFS Short-Range Weather data, only Lambda and SQS pro arn:aws:sns:us-east-1:709902155096:NewUFSSRWObject us-east-1 SNS Topic https://ufs-srweather-app.readthedocs.io/en/develop/ For questions regarding data content or quality, visit https://github.com/ufs-c [NOAA](http://www.noaa.gov/) These are stable datasets for use with the SRW Application. They will not be upd The UFS SRW Application license page can be found at: https://github.com/ufs-com aws-pds, agriculture, climate, meteorological, weather
NOAA Unified Forecast System Subseasonal to Seasonal Prototypes UFS prototype files (5, 6, 7, & 8) arn:aws:s3:::noaa-ufs-prototypes-pds us-east-1 S3 Bucket https://vlab.noaa.gov/web/ufs-r2o/dataproducts NWS Disclaimer https://www.weathe For questions regarding data content or quality, visit https://vlab.noaa.gov/web [NOAA](http://www.noaa.gov/) A Prototype is a retrospective run for the period from 2011 to 2018. The runs ar Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather, oceans ['[Browse Bucket](https://noaa-ufs-prototypes-pds.s3.amazonaws.com/index.html)']
NOAA Unified Forecast System Subseasonal to Seasonal Prototypes New data notifications for UFS Prototype, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewUfsPrototypesObject us-east-1 SNS Topic https://vlab.noaa.gov/web/ufs-r2o/dataproducts NWS Disclaimer https://www.weathe For questions regarding data content or quality, visit https://vlab.noaa.gov/web [NOAA](http://www.noaa.gov/) A Prototype is a retrospective run for the period from 2011 to 2018. The runs ar Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather, oceans
NOAA Unified Forecast System Weather Model (UFS-WM) Regression Tests Unified Forecast System Weather Model (UFS-WM) Regression Tests data arn:aws:s3:::noaa-ufs-regtests-pds us-east-1 S3 Bucket https://ufs-weather-model.readthedocs.io/en/ufs-v1.0.0/index.html For questions regarding data content or quality, visit https://github.com/ufs-c [NOAA](http://www.noaa.gov/) The input and baseline datasets are updated for the latest two-months of develop The UFS-WM has license page at: https://github.com/ufs-community/ufs-weather-mod aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-ufs-regtests-pds.s3.amazonaws.com/index.html)']
NOAA Unified Forecast System Weather Model (UFS-WM) Regression Tests New data notifications for UFS Weather Model Regression data, only Lambda and SQ arn:aws:sns:us-east-1:709902155096:NewUFSObject us-east-1 SNS Topic https://ufs-weather-model.readthedocs.io/en/ufs-v1.0.0/index.html For questions regarding data content or quality, visit https://github.com/ufs-c [NOAA](http://www.noaa.gov/) The input and baseline datasets are updated for the latest two-months of develop The UFS-WM has license page at: https://github.com/ufs-community/ufs-weather-mod aws-pds, agriculture, climate, meteorological, weather
NOAA Wang Sheeley Arge (WSA) Enlil New data notifications for NOAA WSA-Enlil Products, only Lambda and SQS protocol arn:aws:sns:us-east-1:709902155096:NewSWPCWSAEnlilObject us-east-1 SNS Topic https://www.swpc.noaa.gov/products/wsa-enlil-solar-wind-prediction For any questions regarding WSA-Ensil data, please contact Eric Adamson (eric.ad [NOAA](http://www.noaa.gov/) Only model output from model runs containing CMEs are provided here. As these ru Open Data. There are no restrictions on the use of this data. aws-pds, climate, meteorological, solar, weather
NOAA Wang Sheeley Arge (WSA) Enlil NOAA WSA-Enlil Products arn:aws:s3:::noaa-wsa-enlil-pds us-east-1 S3 Bucket https://www.swpc.noaa.gov/products/wsa-enlil-solar-wind-prediction For any questions regarding WSA-Ensil data, please contact Eric Adamson (eric.ad [NOAA](http://www.noaa.gov/) Only model output from model runs containing CMEs are provided here. As these ru Open Data. There are no restrictions on the use of this data. aws-pds, climate, meteorological, solar, weather ['[Browse Bucket](https://noaa-wsa-enlil-pds.s3.amazonaws.com/index.html)']
NOAA Water-Column Sonar Data Archive NCEI Water-Column Sonar Data Archive arn:aws:s3:::noaa-wcsd-pds us-east-1 S3 Bucket https://cires.gitbook.io/ncei-wcsd-archive/ wcd.info@noaa.gov [NOAA](https://www.ngdc.noaa.gov/mgg/wcd/) New water-column sonar data are added regularly as they are provided to the arch The data may be used and redistributed for free but is not intended for legal us aws-pds, earth observation, biodiversity, ecosystems, environmental, geospatial, mapping, oceans ['[Browse Bucket](https://noaa-wcsd-pds.s3.amazonaws.com/index.html)']
NOAA Wave Ensemble Reforecast NOAA Wave Ensemble Reforecast Data arn:aws:s3:::noaa-nws-gefswaves-reforecast-pds us-east-1 S3 Bucket https://github.com/NOAA-EMC/gefswaves_reforecast/wiki https://github.com/NOAA-E For questions related to wave modeling and the ensemble reforecast available, pl [NOAA](http://www.noaa.gov/) Quarterly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-nws-gefswaves-reforecast-pds.s3.amazonaws.com/index.html)']
NOAA Wave Ensemble Reforecast New data notifications for NOAA Wave Ensemble Reforecast, only Lambda and SQS pr arn:aws:sns:us-east-1:709902155096:NewWERObject us-east-1 SNS Topic https://github.com/NOAA-EMC/gefswaves_reforecast/wiki https://github.com/NOAA-E For questions related to wave modeling and the ensemble reforecast available, pl [NOAA](http://www.noaa.gov/) Quarterly Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather
NOAA Whole Atmosphere Model-Ionosphere Plasmasphere Electrodynamics (WAM-IPE) Forecast System (WFS) NOAA WAM-IPE Products arn:aws:s3:::noaa-nws-wam-ipe-pds us-east-1 S3 Bucket https://www.swpc.noaa.gov/products/wam-ipe For any questions regarding WAM-IPE data, please contact Adam Kubaryk (adam.kuba [NOAA](http://www.noaa.gov/) The update frequencies of the WAM-IPE dataset range from 10 minutes to 6 hours d CC-0, Open Data. There are no restrictions on the use of this data. aws-pds, climate, meteorological, solar, weather ['[Browse Bucket](https://noaa-nws-wam-ipe-pds.s3.amazonaws.com/index.html)']
NOAA Whole Atmosphere Model-Ionosphere Plasmasphere Electrodynamics (WAM-IPE) Forecast System (WFS) New data notifications for NOAA WAM-IPE Products, only Lambda and SQS protocols arn:aws:sns:us-east-1:709902155096:NewWIFSObject us-east-1 SNS Topic https://www.swpc.noaa.gov/products/wam-ipe For any questions regarding WAM-IPE data, please contact Adam Kubaryk (adam.kuba [NOAA](http://www.noaa.gov/) The update frequencies of the WAM-IPE dataset range from 10 minutes to 6 hours d CC-0, Open Data. There are no restrictions on the use of this data. aws-pds, climate, meteorological, solar, weather
NOAA World Ocean Database (WOD) World Ocean Database (WOD) NetCDF Format arn:aws:s3:::noaa-wod-pds us-east-1 S3 Bucket https://www.nodc.noaa.gov/OC5/WOD/pr_wod.html For any questions regarding data delivery not associated with this platform or a [NOAA](http://www.noaa.gov/) Data is update on a quarterly basis Open Data. There are no restrictions on the use of this data. aws-pds, climate, oceans ['[Browse Bucket](https://noaa-wod-pds.s3.amazonaws.com/index.html)']
NOAA's Coastal Ocean Reanalysis (CORA) Dataset NOAA’s Coastal Ocean Reanalysis (CORA) Dataset Notifications arn:aws:sns:us-east-1:709902155096:NewNOSCORAObject us-east-1 SNS Topic https://tidesandcurrents.noaa.gov/ For questions regarding data content or quality, email CO-OPS.UserServices@noaa. [NOAA’s National Ocean Service, The Center for Operational Oceanographic Product Monthly, quarterly, and annually, depending on the dataset. Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation, oceans
NOAA's Coastal Ocean Reanalysis (CORA) Dataset NOAA’s Coastal Ocean Reanalysis (CORA) Dataset NetCDF arn:aws:s3:::noaa-nos-cora-pds us-east-1 S3 Bucket https://tidesandcurrents.noaa.gov/ For questions regarding data content or quality, email CO-OPS.UserServices@noaa. [NOAA’s National Ocean Service, The Center for Operational Oceanographic Product Monthly, quarterly, and annually, depending on the dataset. Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation, oceans ['[Browse Bucket](https://noaa-nos-cora-pds.s3.amazonaws.com/index.html)']
NOAA/PMEL Ocean Climate Stations Moorings OCS moored buoy data arn:aws:s3:::noaa-oar-keo-papa-pds us-east-1 S3 Bucket https://www.pmel.noaa.gov/ocs/ http://www.oceansites.org https://dods.ndbc.noaa. For questions regarding data content or quality, users are directed to the OCS w [NOAA](http://www.noaa.gov/) KEO and Papa data on BDP are synchronized with the OceanSITES Global Data Assemb Open Data. There are no restrictions on the use of this data. aws-pds, climate, environmental, oceans, weather ['[Browse Bucket](https://noaa-oar-keo-papa-pds.s3.amazonaws.com/index.html)']
NOAA/PMEL Ocean Climate Stations Moorings New data notifications for OCS moored buoy data, only Lambda and SQS protocols a arn:aws:sns:us-east-1:709902155096:NewKeoPapaObject us-east-1 SNS Topic https://www.pmel.noaa.gov/ocs/ http://www.oceansites.org https://dods.ndbc.noaa. For questions regarding data content or quality, users are directed to the OCS w [NOAA](http://www.noaa.gov/) KEO and Papa data on BDP are synchronized with the OceanSITES Global Data Assemb Open Data. There are no restrictions on the use of this data. aws-pds, climate, environmental, oceans, weather
NREL National Solar Radiation Database NSRDB v3 4km x 30min data (1998-2018 arn:aws:s3:::nrel-pds-nsrdb/v3/ us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=v3%2F)']
NREL National Solar Radiation Database HSDS NSRDB domains arn:aws:s3:::nrel-pds-hsds/nrel/nsrdb/ us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2Fnsrdb%2F)']
NREL National Solar Radiation Database Meteorological Statistical Model 2 (MTS2) data (1991-2005) in HDF5 format arn:aws:s3:::nrel-pds-nsrdb/mts2 us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=mts2%2F)']
NREL National Solar Radiation Database Meteorological Statistical Model 1 (MTS1) data (1961-1990) in HDF5 format arn:aws:s3:::nrel-pds-nsrdb/mts1 us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=mts1%2F)']
NREL National Solar Radiation Database NSRDB 4km-10min data from the Himawari satellites starting in 2015 in HDF5 arn:aws:s3:::nrel-pds-nsrdb/himawari/ us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=himawari%2F)']
NREL National Solar Radiation Database NSRDB 4km-15min data from the Meteosat satellites starting in 2017 in HDF5 arn:aws:s3:::nrel-pds-nsrdb/meteosat/ us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=meteosat%2F)']
NREL National Solar Radiation Database NSRDB 2km-10min data for the all of the Western Hemisphere (GOES full-disc arn:aws:s3:::nrel-pds-nsrdb/full_disc/ us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=full_disc%2F)']
NREL National Solar Radiation Database NSRDB 2km-5min data for the Contiguous United States (CONUS arn:aws:s3:::nrel-pds-nsrdb/conus/ us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=conus%2F)']
NREL National Solar Radiation Database NSRDB Suny-India data (2000-2014 arn:aws:s3:::nrel-pds-nsrdb/india/ us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=india%2F)']
NREL National Solar Radiation Database NSRDB v3 typical global years (TGY arn:aws:s3:::nrel-pds-nsrdb/v3/tgy/ us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=v3%2Ftgy%2F)']
NREL National Solar Radiation Database NSRDB v3 typical direct years (TDY arn:aws:s3:::nrel-pds-nsrdb/v3/tdy/ us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=v3%2Ftdy%2F)']
NREL National Solar Radiation Database NSRDB v3 typical meteorological years (TMY arn:aws:s3:::nrel-pds-nsrdb/v3/tmy/ us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=v3%2Ftmy%2F)']
NREL National Solar Radiation Database NREL Solar Radiation Datasets arn:aws:s3:::nrel-pds-nsrdb/ us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb)']
NREL National Solar Radiation Database NSRDB synthetically downscaled 2km x 5min for Puerto Rico (1998-2017 arn:aws:s3:::nrel-pds-nsrdb/v3/puerto_rico/ us-west-2 S3 Bucket https://nsrdb.nrel.gov/ nsrdb@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) Annually Creative Commons Attribution 3.0 United States License aws-pds, earth observation, energy, geospatial, meteorological, solar ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-nsrdb&prefix=v3%2Fpuerto_rico%2F)']
NREL Wind Integration National Dataset Source files for wtk-us gridded (2007-2013) arn:aws:s3:::nrel-pds-wtk/wtk-us/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=wtk-us%2F)']
NREL Wind Integration National Dataset Central Asia wind resource data (2015) in HDF5 format arn:aws:s3:::nrel-pds-wtk/central_asia/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=central_asia%2F)']
NREL Wind Integration National Dataset Bangladesh wind resource data (2014-2017) in HDF5 format arn:aws:s3:::nrel-pds-wtk/bangladesh/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=bangladesh%2F)']
NREL Wind Integration National Dataset India wind resource data (2014) in HDF5 format arn:aws:s3:::nrel-pds-wtk/india/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=india%2F)']
NREL Wind Integration National Dataset Kazakhstan wind resource data (2015) in HDF5 format arn:aws:s3:::nrel-pds-wtk/kazakhstan/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=kazakhstan%2F)']
NREL Wind Integration National Dataset Maine wind resource data (2000-2020) in HDF5 format arn:aws:s3:::nrel-pds-wtk/maine/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=maine%2F)']
NREL Wind Integration National Dataset Gulf of Mexico wind resource data (2000-2020) in HDF5 format arn:aws:s3:::nrel-pds-wtk/gulf_of_mexico/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=gulf_of_mexico%2F)']
NREL Wind Integration National Dataset Philippines wind resource data (2017) in HDF5 format arn:aws:s3:::nrel-pds-wtk/philippines/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=philippines%2F)']
NREL Wind Integration National Dataset Vietnam wind resource data (2016-2018) in HDF5 format arn:aws:s3:::nrel-pds-wtk/vietnam/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=vietnam%2F)']
NREL Wind Integration National Dataset HSDS WIND domains arn:aws:s3:::nrel-pds-hsds/nrel/wtk/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2Fwtk%2F)']
NREL Wind Integration National Dataset HSDS gridded WIND Toolkit domain arn:aws:s3:::nrel-pds-hsds/nrel/wtk-us.h5 us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2Fwtk-us.h5%2F)']
NREL Wind Integration National Dataset South Atlantic offshore wind resource data (2000-2020) in HDF5 format arn:aws:s3:::nrel-pds-wtk/south_atlantic/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=south_atlantic)']
NREL Wind Integration National Dataset Data for the Eastern Wind Integration Study (2004-2006 arn:aws:s3:::nrel-pds-wtk/eastern_wind/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=eastern_wind%2F)']
NREL Wind Integration National Dataset Data for the Western Wind Integration Study (2004-2006 arn:aws:s3:::nrel-pds-wtk/western_wind/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=western_wind%2F)']
NREL Wind Integration National Dataset Philippines typical meteorological year data in HDF5 format arn:aws:s3:::nrel-pds-wtk/philippines_tmy/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=philippines_tmy%2F)']
NREL Wind Integration National Dataset Great Lakes wind resource data (2000-2020) in HDF5 format arn:aws:s3:::nrel-pds-wtk/Great_Lakes/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=Great_Lakes%2F)']
NREL Wind Integration National Dataset Puerto Rico wind resource data (2001-2020) in HDF5 format arn:aws:s3:::nrel-pds-wtk/pr100/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=pr100%2F)']
NREL Wind Integration National Dataset Mid Atlantic three-dimensional planetary boundary layer (3D PBL) scheme wind res arn:aws:s3:::nrel-pds-wtk/mid_atlantic_3d_pbl/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=mid_atlantic_3d_pbl%2F)']
NREL Wind Integration National Dataset Southeast Asia wind resource data v2 (2007-2021) in HDF5 format arn:aws:s3:::nrel-pds-wtk/seasiawind_v2/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=seasiawind_v2%2F)']
NREL Wind Integration National Dataset Southeast Asia wind resource data v3 (2007-2021) in HDF5 format arn:aws:s3:::nrel-pds-wtk/seasiawind_v3/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=seasiawind_v3%2F)']
NREL Wind Integration National Dataset Mid Atlantic wind resource data with modeled wakes in HDF5 format arn:aws:s3:::nrel-pds-wtk/NOW-WAKES_Mid_Atlantic/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=NOW-WAKES_Mid_Atlantic%2F)']
NREL Wind Integration National Dataset Mid Atlantic Wind Resource data for (2000-2020) in HDF5 format arn:aws:s3:::nrel-pds-wtk/Mid_Atlantic/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=Mid_Atlantic%2F)']
NREL Wind Integration National Dataset California offshore wind resource data (2000-2022) in HDF5 format arn:aws:s3:::nrel-pds-wtk/now23_california/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=now23_california%2F)']
NREL Wind Integration National Dataset Techno-economic subset of the WIND Toolkit by location in netCDF arn:aws:s3:::nrel-pds-wtk/wtk-techno-economic/pywtk-data/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=wtk-techno-economic%2Fpywtk-data%2F)']
NREL Wind Integration National Dataset Southeast Asia wind resource data (2017-2021) in HDF5 format arn:aws:s3:::nrel-pds-wtk/seasiawind/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=seasiawind%2F)']
NREL Wind Integration National Dataset NW Pacific Wind Resource data for (2000-2019) in HDF5 format arn:aws:s3:::nrel-pds-wtk/NW_Pacific/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=NW_Pacific%2F)']
NREL Wind Integration National Dataset Offshore California Wind Resource data for (2000-2019) in HDF5 format arn:aws:s3:::nrel-pds-wtk/Offshore_CA/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=Offshore_CA%2F)']
NREL Wind Integration National Dataset Source files for WIND Toolkit Mexico (2007-2014) arn:aws:s3:::nrel-pds-wtk/mexico/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=mexico%2F)']
NREL Wind Integration National Dataset Source files for WIND Toolkit Canada (2007-2014) arn:aws:s3:::nrel-pds-wtk/canada/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=canada%2F)']
NREL Wind Integration National Dataset Source files for WIND Toolkit CONUS (2007-2014) arn:aws:s3:::nrel-pds-wtk/conus/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=conus%2F)']
NREL Wind Integration National Dataset NREL Wind Resource Datasets arn:aws:s3:::nrel-pds-wtk/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk)']
NREL Wind Integration National Dataset Hawaii Wind Resource data for (2000-2019) in HDF5 format arn:aws:s3:::nrel-pds-wtk/Hawaii/ us-west-2 S3 Bucket https://www.nrel.gov/grid/wind-toolkit.html wind-toolkit@nrel.gov [National Renewable Energy Laboratory](https://www.nrel.gov/) As Needed Creative Commons Attribution 3.0 United States License aws-pds, environmental, geospatial, meteorological ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-wtk&prefix=Hawaii%2F)']
NSF NCAR Curated ECMWF Reanalysis 5 (ERA5) Notifications for the NSF NCAR ERA5 bucket arn:aws:sns:us-west-2:891377163634:nsf-ncar-era5-object_created us-west-2 SNS Topic https://doi.org/10.5065/BH6N-5N20 rdahelp@ucar.edu [NSF National Center for Atmospheric Research](https://ncar.ucar.edu/) Monthly, with a 3-4 month lag from realtime https://www.ucar.edu/terms-of-use/data climate, model, atmosphere, land, data assimilation, forecast, meteorological, weather, geoscience, geospatial, aws-pds, netcdf
NSF NCAR Curated ECMWF Reanalysis 5 (ERA5) ERA5 NetCDF4 Data Files arn:aws:s3:::nsf-ncar-era5 us-west-2 S3 Bucket https://doi.org/10.5065/BH6N-5N20 rdahelp@ucar.edu [NSF National Center for Atmospheric Research](https://ncar.ucar.edu/) Monthly, with a 3-4 month lag from realtime https://www.ucar.edu/terms-of-use/data climate, model, atmosphere, land, data assimilation, forecast, meteorological, weather, geoscience, geospatial, aws-pds, netcdf ['[Browse Bucket](https://nsf-ncar-era5.s3.amazonaws.com/index.html)']
NYU Langone & FAIR FastMRI Dataset Raw k-space data and DICOM files for a knee and brain dataset in a public S3 buc arn:aws:s3:::fastmri-dataset us-east-1 S3 Bucket https://fastmri.med.nyu.edu/ [Florian Knoll](florian.knoll@nyuangone.org) [FastMRI](https://fastmri.med.nyu.edu/) The dataset is estimated to grow annually to include MRI raw data and imaging fo MIT License aws-pds, life sciences, health, imaging, biology, image processing, neurobiology, neuroimaging, magnetic resonance imaging https://fastmri.med.nyu.edu/
NYUMets Brain Dataset NIFTI files for brain MRIs and segmentations, CSV files with metadata arn:aws:s3:us-east-1:230249121367:accesspoint/external-users-read-only-ap us-east-1 S3 Bucket https://nyumets.org/ [NYUMets Discussion](https://github.com/nyumets/nyumets.github.io/discussions) [NYUMets](https://nyumets.org/) This dataset will be updated as new data is added. [Custom Non-Commercial License](https://signup.nyumets.org/#agreement) aws-pds, life sciences, health, imaging, biology, image processing, neurobiology, neuroimaging, magnetic resonance imaging, cancer, segmentation, medicine, medical imaging, machine learning, computer vision https://nyumets.org/
Nanopore Reference Human Genome Nanopore Reference Human Genome arn:aws:s3:::nanopore-human-wgs us-east-1 S3 Bucket https://github.com/nanopore-wgs-consortium/NA12878 https://github.com/nanopore-wgs-consortium/NA12878/issues Nanopore Whole Genome Sequencing Consortium Data will be added as methodology improves or new data uses are encountered. Nanopore Human Reference data is released under the Creative Commons CC-BY licen aws-pds, genetic, genomic, life sciences, whole genome sequencing ['[Browse Bucket](https://nanopore-human-wgs.s3.amazonaws.com/index.html)']
NapierOne Mixed File Dataset NapierOne Mixed File Dataset arn:aws:s3:::napierone.com eu-north-1 S3 Bucket https://github.com/simonrdavies/NapierOne Simon Davies s.davies@napier.ac.uk Richard Macfarlane R.Macfarlane@napier.ac.u [School of Computing at Edinburgh Napier University](https://www.napier.ac.uk/ab Data will be added as methodology improves or new common or required file types NapierOne is released under the Edinburgh Napier University License Agreement an computer forensics, computer security, cyber security, digital forensics, ransomware, malware, mixed file dataset, aws-pds ['[Browse Bucket](http://napierone.com.s3-website.eu-north-1.amazonaws.com)']
National Archives Catalog National Archives Catalog arn:aws:s3:::nara-national-archives-catalog us-east-2 S3 Bucket https://www.archives.gov/developer/national-archives-catalog-dataset public.dataset.program@nara.gov National Archives and Records Administration (NARA) Biannual US Government work nara, national archives catalog, archives, government records, aws-pds
National Cancer Institute Center for Cancer Research - Diffuse Large B Cell Lymphoma (DLBCL) Genomics and Expression RNA-Seq Gene Expression Quantification arn:aws:s3:::gdc-nciccr-phs001444-2-open us-east-1 S3 Bucket https://gdc.cancer.gov/about-data/publications/DLBCL-2018 dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, cancer, genomic
National Cancer Institute Imaging Data Commons (IDC) Collections Second bucket containing de-identified imaging data files in DICOM format distri arn:aws:s3:::idc-open-data-two us-east-1 S3 Bucket https://learn.canceridc.dev/ https://discourse.canceridc.dev/ Imaging Data Commons (IDC)(https://imaging.datacommons.cancer.gov) team Every 1-3 months https://fairsharing.org/FAIRsharing.0b5a1d aws-pds, cancer, imaging, digital pathology, radiology, microscopy, fluorescence imaging, image processing, machine learning
National Cancer Institute Imaging Data Commons (IDC) Collections De-identified imaging data files in DICOM format distributed under CC-BY license arn:aws:s3:::idc-open-data us-east-1 S3 Bucket https://learn.canceridc.dev/ https://discourse.canceridc.dev/ Imaging Data Commons (IDC)(https://imaging.datacommons.cancer.gov) team Every 1-3 months https://fairsharing.org/FAIRsharing.0b5a1d aws-pds, cancer, imaging, digital pathology, radiology, microscopy, fluorescence imaging, image processing, machine learning
National Cancer Institute Imaging Data Commons (IDC) Collections De-identified imaging data files in DICOM format distributed under CC-NC license arn:aws:s3:::idc-open-data-cr us-east-1 S3 Bucket https://learn.canceridc.dev/ https://discourse.canceridc.dev/ Imaging Data Commons (IDC)(https://imaging.datacommons.cancer.gov) team Every 1-3 months https://fairsharing.org/FAIRsharing.0b5a1d aws-pds, cancer, imaging, digital pathology, radiology, microscopy, fluorescence imaging, image processing, machine learning
National Herbarium of NSW Herbarium Collection Image files arn:aws:s3:::herbariumnsw-pds ap-southeast-2 S3 Bucket https://www.rbgsyd.nsw.gov.au/science/national-herbarium-of-new-south-wales Hannah.McPherson@rbgsyd.nsw.gov.au Royal Botanic Gardens and Domain Trust Quarterly https://creativecommons.org/licenses/by/4.0/legalcode aws-pds, agriculture, biodiversity, biology, climate, digital preservation, ecosystems, environmental
Natural Earth Shapefile downloads in ZIP archives arn:aws:s3:::naturalearth us-west-2 S3 Bucket https://www.naturalearthdata.com/downloads/ https://github.com/nvkelso/natural-earth-vector/issues North American Cartographic Information Society (nacis.org) As needed Public Domain. https://www.naturalearthdata.com/about/terms-of-use/ aws-pds, mapping, geospatial, global, tiles, earth observation, population False
Natural Scenes Dataset Structural and functional MRI and other data from the Natural Scenes Dataset arn:aws:s3:::natural-scenes-dataset us-east-2 S3 Bucket To receive access to the NSD Data Manual, please fill out the [NSD Data Access A info@cvnlab.net [Computational Visual Neuroscience Laboratory](http://cvnlab.net) at the [Center This dataset is now released. A small portion of the data is held out and will b [Terms & Conditions for the NSD dataset](https://cvnlab.slite.com/api/s/note/9dg aws-pds, life sciences, imaging, neuroscience, nifti, neuroimaging, magnetic resonance imaging, machine learning, image processing, computer vision ['[Browse Bucket](https://natural-scenes-dataset.s3.amazonaws.com/index.html)']
New Jersey Statewide Digital Aerial Imagery Catalog New Jersey digital orthophotography archive arn:aws:s3:::njogis-imagery us-west-2 S3 Bucket https://njgin.nj.gov/njgin/edata/imagery/index.html njgin@oit.nj.gov The New Jersey Office of GIS, NJ Office of Information Technology None "The State of New Jersey provides the service ""as is"". The State makes no guarant" aerial imagery, aws-pds, earth observation, geospatial, imaging, mapping, cog
New Jersey Statewide LiDAR New Jersey digital elevation data archive, LiDAR derived products arn:aws:s3:::njogis-elevation us-west-2 S3 Bucket https://njgin.nj.gov/njgin/edata/elevation/index.html njgin@oit.nj.gov The New Jersey Office of GIS, NJ Office of Information Technology None "The State of New Jersey provides the service ""as is"". The State makes no guarant" aws-pds, lidar, elevation, geospatial, mapping
New York City Taxi and Limousine Commission (TLC) Trip Record Data PARQUET files containing NYC TLC trip data arn:aws:s3:::nyc-tlc us-east-1 S3 Bucket https://www1.nyc.gov/site/tlc/about/tlc-trip-record-data.page research@tlc.nyc.gov City of New York Taxi and Limousine Commission As soon as new data is available to be shared publicly. http://www1.nyc.gov/home/terms-of-use.page aws-pds, cities, urban, transportation True
New Zealand Elevation New Zealand Elevation with accompanying metadata arn:aws:s3:::nz-elevation ap-southeast-2 S3 Bucket https://github.com/linz/elevation elevation@linz.govt.nz [Toitū Te Whenua Land Information New Zealand](https://www.linz.govt.nz) New elevation data will regularly be added, as part of being published to the LI Toitū Te Whenua Land Information New Zealand does not own the copyright for all aws-pds, elevation, earth observation, stac, cog, geospatial
New Zealand Imagery New Zealand Imagery with accompanying metadata arn:aws:s3:::nz-imagery ap-southeast-2 S3 Bucket https://github.com/linz/imagery imagery@linz.govt.nz [Toitū Te Whenua Land Information New Zealand](https://www.linz.govt.nz) New imagery will regularly be added, as part of being published to the LINZ Data Toitū Te Whenua Land Information New Zealand does not own the copyright for all aws-pds, aerial imagery, satellite imagery, earth observation, stac, cog, geospatial
Nighttime-Fire-Flare NASA Black Marble Combustion Detections, Earth Science Training Data arn:aws:s3:::us-west-2.opendata.source.coop/vnp46a1_thermal_anomaly/ us-west-2 S3 Bucket https://docs.google.com/document/d/e/2PACX-1vSeDj3BbmvKCrFY3aimZ7-0eMhEN0OFIFk1J schakraborty@usra.edu [USRA](https://srijachakraborty.com/) and [NASA Black Marble](https://blackmarbl New combustion detections are added whenever it is available and with model upda There are no restrictions on the use of this data. aws-pds, anomaly detection, classification, earth observation, satellite imagery, disaster response, socioeconomic, environmental, urban, NASA SMD AI
Normalized Difference Urban Index (NDUI) NDUI-2000 on a global land scale arn:aws:s3:::qinglinglab-ndui-2000 us-west-2 S3 Bucket https://github.com/yifwahaha/NDUI_work_flow/blob/master/User's%20Guide%20-%20202 zhangqling@mail.sysu.edu.cn Remote Sensing Big Data Intelligent Application Laboratory, School of Aeronautic Next year's NDUI is added as soon as it is available. There are no restrictions on the use of this data. aws-pds, earth observation, geospatial, urban, satellite imagery
Northern California Earthquake Data Seismic waveform data (miniSEED format), metadata (FDSNStationXML format) and ea arn:aws:s3:::ncedc-pds us-west-2 S3 Bucket https://ncedc.org/db/cloud.html stephane@berkeley.edu [Northern California Earthquake Data Center](https://ncedc.org) Daily NCEDC hereby grants the non-exclusive, royalty free, non-transferable, worldwide aws-pds, earth observation, earthquakes, seismology
OAQPS 2022 Modeling Platform Notification for the 2022 Modeling Platform bucket arn:aws:sns:us-east-1:127085394039:epa-2022-modeling-platform-object_created us-east-1 SNS Topic 2022 WRF Modeling TSD: https://www.epa.gov/system/files/documents/2024-03/wrf_2 Misenis.Chris@epa.gov U.S. Environmental Protection Agency, Office of Air Quality Planning and Standar As needed These datasets are products of the U.S. Government and are intended for public a aws-pds, air quality, regulatory, weather, meteorological
OAQPS 2022 Modeling Platform The 2022 WRF output are stored as uncompressed netcdf/hdf5 formatted files in t arn:aws:s3:::epa-2022-modeling-platform us-east-1 S3 Bucket 2022 WRF Modeling TSD: https://www.epa.gov/system/files/documents/2024-03/wrf_2 Misenis.Chris@epa.gov U.S. Environmental Protection Agency, Office of Air Quality Planning and Standar As needed These datasets are products of the U.S. Government and are intended for public a aws-pds, air quality, regulatory, weather, meteorological ['[Browse Bucket](https://epa-2022-modeling-platform.s3.amazonaws.com/index.html)']
ONS Open Data Portal Power plant availability data (PT-BR Dados de Disponibilidade de Usinas) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/disponibilidade_usina)']
ONS Open Data Portal Hourly charge curve (PT-BR Curva de carga horária) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/curva-carga)']
ONS Open Data Portal Verfied energy charge (PT-BR Carga de energia verificada) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/carga-energia-verificada)']
ONS Open Data Portal Reservoir hydrological data (PT-BR Dados hidrológicos de reservatório) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/dados-hidrologicos-res)']
ONS Open Data Portal Daily affluent natural energy per equivalent energy reservoir (PT-BR Energia Nat arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ena-diario-por-ree-reservatorio-equivalente-de-energia)']
ONS Open Data Portal Daily stored energy per reservoir (PT-BR Energia Armazenada (EAR) diário por res arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ear-diario-por-reservatorio)']
ONS Open Data Portal Energy Exchange Data by Modality (PT-BR Dados de Intercâmbio de Energia por Moda arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/intercambio_modalidade)']
ONS Open Data Portal Daily stored energy per equivalent energy reservoir (PT-BR Energia Armazenada (E arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ear-diario-por-ree-reservatorio-equivalente-de-energia)']
ONS Open Data Portal Operation restriction data due to constrained-off of wind farms - breakdown by p arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/restricao_coff_eolica_detail)']
ONS Open Data Portal Data of the relationship between power plant and group (PT-BR Dados do relaciona arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/usina_conjunto)']
ONS Open Data Portal Daily affluent natural energy per reservoir (PT-BR Energia Natural Afluente (ENA arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ena-diario-por-reservatorio)']
ONS Open Data Portal Data of the relationship between power plant and groups of small power plants (P arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/usina_pqu)']
ONS Open Data Portal Daily stored energy per basin (PT-BR Energia Armazenada (EAR) diário por bacia) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ear-diario-por-bacia)']
ONS Open Data Portal Daily affluent natural energy per basin (PT-BR Energia Natural Afluente (ENA) di arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ena-diario-por-bacia)']
ONS Open Data Portal Daily stored energy per subsystem (PT-BR Energia Armazenada (EAR) diário por sub arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ear-diario-por-subsistema)']
ONS Open Data Portal Fluviometric data (PT-BR Dados de grandezas fluviométricas) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/grandezas_fluviometricas)']
ONS Open Data Portal Daily affluent natural energy per subsystem (PT-BR Energia Natural Afluente (ENA arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ena-diario-por-subsistema)']
ONS Open Data Portal Scheduled energy charge (PT-BR Carga de energia programda) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/carga-energia-programada)']
ONS Open Data Portal Reagents control equipment (PT-BR Equipamentos de controle de reativos) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/equipamento-controle-reativo)']
ONS Open Data Portal Thermal generation due to dispatch (PT-BR Geração térmica por motivo de despacho arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/geracao-termica-despacho-2)']
ONS Open Data Portal Generation per power plant on an hourly basis (PT-BR Geração por usina em base h arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/geracao-usina-2)']
ONS Open Data Portal Import of energy in commercial mode per block (PT-BR Importação de energia na mo arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/importacaoenergia-comercial-2)']
ONS Open Data Portal Transmission function availability indicator - converters (PT-BR Indicador de di arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ind_disponibilidade_ft_conversor)']
ONS Open Data Portal Transmission function availability indicator - reagents control equipment (PT-BR arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ind_disponibilidade_ft_reativo)']
ONS Open Data Portal Transmission function availability indicator - transmission lines and transforme arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ind_disponibilidade_ft_trlt)']
ONS Open Data Portal Performance indicator of generation functions per generating unit on an yearly b arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ind_disponibilidade_fgeracao_uge_anual)']
ONS Open Data Portal Performance indicator of generation functions per generating unit on an monthly arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ind_disponibilidade_fgeracao_uge_mensal)']
ONS Open Data Portal Generation function availability indicators for the National Interconnected Syst arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ind-disponibilidade-geracao)']
ONS Open Data Portal National Interconnected System exchange with other countries (PT-BR Intercâmbio arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/intercambio-internacional)']
ONS Open Data Portal Exchange between subsystems (PT-BR Intercâmbio entre subsistemas) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/intercambio-nacional)']
ONS Open Data Portal Operation network transmission lines (PT-BR Linhas de transmissão da rede de ope arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/linha-transmissao)']
ONS Open Data Portal Price offers for import (PT-BR Ofertas de preço para importação) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/ofertapreco-importacao)']
ONS Open Data Portal Reservoirs (PT-BR Reservatórios) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/reservatorio)']
ONS Open Data Portal TEIFa (Equivalent Rate of Forced Unavailability) and TEIP (Scheduled Unavailabil arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/reservatorio)']
ONS Open Data Portal Commercial generation for international export (PT-BR Geração Comercial Para Exp arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/geracao-exportacao-internacional)']
ONS Open Data Portal Wind and solar generation capacity factor (PT-BR Fator de capacidade de geração arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/fator-capacidade-2)']
ONS Open Data Portal Turbinable spilled energy (PT-BR Energia vertida turbinável) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/energia-vertida-turbinavel)']
ONS Open Data Portal Monthly energy charge (PT-BR Carga de energia mensal) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/carga-mensal)']
ONS Open Data Portal Operation restriction data due to constrained-off of wind farms (PT-BR Dados de arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/restricao_coff_eolica_usi)']
ONS Open Data Portal Basic network transformation capacity (PT-BR Capacidade de transformação da rede arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/capacidade-transformacao)']
ONS Open Data Portal Installed generation capacity (PT-BR Capacidade instalada de geração) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/capacidade-geracao)']
ONS Open Data Portal Unit Variable Cost of thermal power plants (PT-BR Custo Variável Unitário (CVU) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/cvu-usitermica)']
ONS Open Data Portal Semi-hourly marginal cost of operation (PT-BR Custo Marginal de Operação (CMO) S arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/cmo-semi-horario)']
ONS Open Data Portal Weekly marginal cost of operation (PT-BR Custo Marginal de Operação (CMO) semana arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/cmo-semanal)']
ONS Open Data Portal Subsystems energy balance (PT-BR Balanço de energia nos subsistemas) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/balanco-energia-subsistema)']
ONS Open Data Portal DESSEM energy balance (PT-BR Balanço de energia DESSEM) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/balanco-energia-dessem)']
ONS Open Data Portal Daily schedule energetic balance (PT-BR Balanço energético da programação diária arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/balanco-programacao-diaria)']
ONS Open Data Portal Daily energy charge (PT-BR Carga de Energia Diária) arn:aws:s3:::ons-aws-prod-opendata sa-east-1 S3 Bucket https://dados.ons.org.br/dataset/ dadosabertos@ons.org.br [ONS - National Electric System Operator](https://www.ons.org.br/) diary CC-BY 4.0 aws-pds, electricity, hydrography, energy ['[Browse Dataset](https://dados.ons.org.br/dataset/carga-energia)']
Ohio State Cardiac MRI Raw Data (OCMR) Raw k-space data for cardiac MRI dataset in a public S3 bucket arn:aws:s3:::ocmr us-east-2 S3 Bucket https://github.com/MRIOSU/OCMR https://github.com/MRIOSU/OCMR/issues [OCMR](https://www.ocmr.info/) Annually Creative Commons Attribution-NonCommercial 4.0 International License (https://cr aws-pds, life sciences, Homo sapiens, magnetic resonance imaging, image processing, imaging, signal processing
Open Bioinformatics Reference Data for Galaxy The data is organized as versioned objects for reference data, and data packages arn:aws:s3:::biorefdata ap-southeast-2 S3 Bucket https://github.com/openbiorefdata/documentation/ outreach@galaxyproject.org or https://support.bioconductor.org/ Galaxy and Bioconductor Projects Periodically but not on a set schedule. Public Domain aws-pds, bioinformatics, biology, genetic, genomic, life sciences, reference index
Open City Model (OCM) Project data files arn:aws:s3:::opencitymodel us-east-1 S3 Bucket https://github.com/opencitymodel/opencitymodel https://github.com/opencitymodel/opencitymodel#contact BuildZero Quarterly https://github.com/opencitymodel/opencitymodel#license aws-pds, events, cities, geospatial
Open Food Facts Images Open Food Facts image dataset arn:aws:s3:::openfoodfacts-images eu-west-3 S3 Bucket https://openfoodfacts.github.io/openfoodfacts-server/api/aws-images-dataset contact@openfoodfacts.org [Open Food Facts](https://world.openfoodfacts.org) Monthly All data contained in this dataset is licenced under the [Creative Commons Attri aws-pds, machine learning, image processing
Open NeuroData Neuroglancer precomputed volumes in a public bucket arn:aws:s3:::open-neurodata us-east-1 S3 Bucket https://neurodata.io/help/download/ support@neurodata.io [NeuroData](https://neurodata.io/ocp) The dataset may be updated with additional or corrected data on a need-to-update ODC-By v1.0 unless otherwise specified aws-pds, biology, image processing, neuroimaging, neuroscience, electron microscopy, life sciences, light-sheet microscopy, magnetic resonance imaging, array tomography
Open Observatory of Network Interference (OONI) New S3 bucket with JSONL files arn:aws:s3:::ooni-data-eu-fra eu-central-1 S3 Bucket https://ooni.org/data/ https://ooni.org/get-involved/ Open Observatory of Network Interference Hourly Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International https:// aws-pds, internet
Open Observatory of Network Interference (OONI) Old S3 bucket with cans for older measurements arn:aws:s3:::ooni-data us-east-1 S3 Bucket https://ooni.org/data/ https://ooni.org/get-involved/ Open Observatory of Network Interference Hourly Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International https:// aws-pds, internet
Open VLF: Scientific Open Data Initiative for CRAAM's SAVNET and AWESOME VLF Data. The Open VLF Files Total size of 736 GB arn:aws:s3:::craam-files-bucket sa-east-1 S3 Bucket [Open VLF](https://open-vlf.web.app) [Open VLF Feedback](https://open-vlf.web.app/markdown/the-project) [CRAAM Mackenzie](https://www.mackenzie.br/centro-de-radio-astronomia-e-astrofis Various. Data since 2006, and still updated. Follow the announcements and what i There are no restrictions on the use of this data. archives, astronomy, atmosphere, aws-pds, global, open source software, signal processing
Open-Meteo Weather API Database Open-Meteo Weather API Database arn:aws:s3:::openmeteo us-west-2 S3 Bucket https://github.com/open-meteo/open-data info@open-meteo.com [Open-Meteo](https://www.open-meteo.com/) Hourly CC-BY 4.0 aws-pds, agriculture, climate, earth observation, meteorological, weather ['[Browse Bucket](https://openmeteo.s3.amazonaws.com/index.html#data/)']
OpenAQ Daily gzipped CSVs of global air quality measurements fetched from sources all o arn:aws:s3:::openaq-data-archive us-east-1 S3 Bucket https://openaq.org info@openaq.org [OpenAQ](https://openaq.org) Hourly Varies, depends on data provider aws-pds, air quality, cities, environmental, geospatial
OpenAQ OpenAQ API us-east-1 CloudFront Distribution https://openaq.org info@openaq.org [OpenAQ](https://openaq.org) Hourly Varies, depends on data provider aws-pds, air quality, cities, environmental, geospatial api.openaq.org
OpenAQ SNS topic for new objects in the openaq-data-archive bucket arn:aws:sns:us-east-1:817926761842:openaq-data-archive-object_created us-east-1 SNS Topic https://openaq.org info@openaq.org [OpenAQ](https://openaq.org) Hourly Varies, depends on data provider aws-pds, air quality, cities, environmental, geospatial
OpenAlex dataset OpenAlex Entities in JSON Lines format arn:aws:s3:::openalex us-east-1 S3 Bucket https://docs.openalex.org team@ourresearch.org [OurResearch](https://ourresearch.org/) Approximately monthly [CC0](https://creativecommons.org/publicdomain/zero/1.0/) graph, json, metadata, scholarly communication, aws-pds ['[Browse Bucket](https://openalex.s3.amazonaws.com/browse.html)']
OpenAlex dataset Openalex Entities decomposed to tab-separated columnar files for backward compat arn:aws:s3:::openalex-mag-format us-east-1 S3 Bucket https://docs.openalex.org team@ourresearch.org [OurResearch](https://ourresearch.org/) Approximately monthly [CC0](https://creativecommons.org/publicdomain/zero/1.0/) graph, json, metadata, scholarly communication, aws-pds ['[Browse Bucket](https://openalex-mag-format.s3.amazonaws.com/browse.html)']
OpenCRAVAT OpenCRAVAT Store EU arn:aws:s3:::opencravat-store-eu-west-2 eu-west-2 S3 Bucket https://open-cravat.readthedocs.io support@opencravat.org KarchinLab, Potomac IT Group Data is mirrored daily. Update frequencies of individual annotators depend on th "License varies per-annotator. Commercial users must check the ""commercial_warnin" aws-pds, genetic, genomic, life sciences, variant annotation, sqlite, tertiary analysis
OpenCRAVAT OpenCRAVAT Store US arn:aws:s3:::opencravat-store-aws us-east-1 S3 Bucket https://open-cravat.readthedocs.io support@opencravat.org KarchinLab, Potomac IT Group Data is mirrored daily. Update frequencies of individual annotators depend on th "License varies per-annotator. Commercial users must check the ""commercial_warnin" aws-pds, genetic, genomic, life sciences, variant annotation, sqlite, tertiary analysis
OpenCell on AWS Live-cell confocal fluorescence microscopy images of the OpenCell library of flu arn:aws:s3:::czb-opencell us-west-2 S3 Bucket https://opencell.czbiohub.org/download opencell@czbiohub.org [Chan Zuckerberg Biohub](https://www.czbiohub.org/) This is the final version of the dataset. https://github.com/czbiohub/opencell/blob/master/LICENSE aws-pds, biology, cell biology, life sciences, imaging, cell imaging, fluorescence imaging, microscopy, computer vision, machine learning
OpenEEW OpenEEW arn:aws:s3:::grillo-openeew us-east-1 S3 Bucket https://github.com/openeew/openeew hello@openeew.com [Grillo](https://grillo.io/) Approximately every 5 minutes https://github.com/openeew/openeew#license disaster response, earth observation, earthquakes, aws-pds ['[Browse Bucket](https://grillo-openeew.s3.amazonaws.com/index.html)']
OpenNeuro MRI, MEG, EEG, iEEG, and ECoG datasets from OpenNeuro arn:aws:s3:::openneuro.org us-east-1 S3 Bucket http://openneuro.org Support form at https://openneuro.org [Stanford University Center for Reproducible Neuroscience](https://reproducibili New datasets deposited every 4-6 days CC0 aws-pds, biology, imaging, life sciences, neurobiology, neuroimaging
OpenProteinSet A repository of MSAs and template hits arn:aws:s3:::openfold us-east-1 S3 Bucket https://docs.google.com/document/d/1R90-VJSLQEbot7tgXF3zb068Y1ZJAmsckQ_t2sJTv2c/ https://github.com/aqlaboratory/openfold/issues OpenFold Never [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) openfold, msa, protein, protein template, protein folding, alphafold, open source software, life sciences, aws-pds
OpenStreetMap on AWS New data notifications arn:aws:sns:us-east-1:800218804198:New_File us-east-1 SNS Topic https://github.com/awslabs/open-data-docs/tree/main/docs/osm-pds https://github.com/mojodna/osm-pds-pipelines/issues Pacific Atlas Data is updated weekly https://www.openstreetmap.org/copyright aws-pds, geospatial, mapping, osm, disaster response
OpenStreetMap on AWS Imagery and metadata arn:aws:s3:::osm-pds us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/osm-pds https://github.com/mojodna/osm-pds-pipelines/issues Pacific Atlas Data is updated weekly https://www.openstreetmap.org/copyright aws-pds, geospatial, mapping, osm, disaster response
OpenSurfaces OpenSurfaces data arn:aws:s3:::labelmaterial us-east-1 S3 Bucket http://opensurfaces.cs.cornell.edu/publications/opensurfaces/ snavely@cs.cornell.edu Cornell University Static dataset (not updated) The annotations are licensed under a Creative Commons Attribution 4.0 Internatio computer vision, aws-pds ['[Browse data on project webpage](http://opensurfaces.cs.cornell.edu/)']
OpenUniverse 2024 Matched Rubin and Roman Simulations: Preview The simulated Rubin data products include raw pixel data, calibrated exposures, arn:aws:s3:::nasa-irsa-simulations/openuniverse2024/rubin/ us-east-1 S3 Bucket https://irsa.ipac.caltech.edu/data/theory/openuniverse2024 https://irsa.ipac.caltech.edu/docs/help_desk.html NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca The OpenUniverse 2024 Data Preview has been finalized and will not be updated. https://irsa.ipac.caltech.edu/data_use_terms.html aws-pds, astronomy, imaging, object detection, parquet, satellite imagery, simulations, survey False False
OpenUniverse 2024 Matched Rubin and Roman Simulations: Preview The simulated Roman data products include truth files listing the basic physical arn:aws:s3:::nasa-irsa-simulations/openuniverse2024/roman/ us-east-1 S3 Bucket https://irsa.ipac.caltech.edu/data/theory/openuniverse2024 https://irsa.ipac.caltech.edu/docs/help_desk.html NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca The OpenUniverse 2024 Data Preview has been finalized and will not be updated. https://irsa.ipac.caltech.edu/data_use_terms.html aws-pds, astronomy, imaging, object detection, parquet, satellite imagery, simulations, survey False False
Opioid Industry Documents Archive (OIDA) Data on AWS Raw data from the Opioid Industry Documents Archive (OIDA), including documents arn:aws:s3:::opioid-industry-documents-archive-dataset-bucket us-east-1 S3 Bucket https://opioid-industry-documents-archive-dataset-bucket.s3.amazonaws.com/index. opioidarchive@jh.edu Johns Hopkins University monthly https://www.industrydocuments.ucsf.edu/opioids/help/copyright/ aws-pds, archives, text analysis, txt, pharmaceutical
Orcasound - bioacoustic data for marine conservation Labeled audio data for ML model development arn:aws:s3:::acoustic-sandbox us-west-2 S3 Bucket https://github.com/orcasound/orcadata/wiki info@orcasound.net Orcasound Typical latency is 10-120 seconds https://creativecommons.org/licenses/by-nc-sa/4.0/ aws-pds, biodiversity, biology, coastal, conservation, deep learning, ecosystems, environmental, geospatial, labeled, machine learning, mapping, oceans, open source software, signal processing
Orcasound - bioacoustic data for marine conservation Archived lossless orca audio data (FLAC) arn:aws:s3:::archive-orcasound-net us-west-2 S3 Bucket https://github.com/orcasound/orcadata/wiki info@orcasound.net Orcasound Typical latency is 10-120 seconds https://creativecommons.org/licenses/by-nc-sa/4.0/ aws-pds, biodiversity, biology, coastal, conservation, deep learning, ecosystems, environmental, geospatial, labeled, machine learning, mapping, oceans, open source software, signal processing
Orcasound - bioacoustic data for marine conservation Live-streamed orca audio data (HLS) arn:aws:s3:::streaming-orcasound-net us-west-2 S3 Bucket https://github.com/orcasound/orcadata/wiki info@orcasound.net Orcasound Typical latency is 10-120 seconds https://creativecommons.org/licenses/by-nc-sa/4.0/ aws-pds, biodiversity, biology, coastal, conservation, deep learning, ecosystems, environmental, geospatial, labeled, machine learning, mapping, oceans, open source software, signal processing
Oregon Health & Science University Chronic Neutrophilic Leukemia Dataset RNA-Seq Gene Expression Quantification arn:aws:s3:::gdc-ohsu-cnl-phs001799-2-open us-east-1 S3 Bucket https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001799.v dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, cancer, genomic, life sciences
Overture Maps Foundation Open Map Data Overture Maps Foundation Data (GeoParquet) arn:aws:s3:::overturemaps-us-west-2/release/ us-west-2 S3 Bucket Documentation is available at [docs.overturemaps.org](https://docs.overturemaps. info@overturemaps.org [Overture Maps Foundation](https://overturemaps.org) Monthly Overture data is licensed under the Community Database License Agreement Permiss aws-pds, geospatial, global, mapping, osm, parquet, transportation
Overture Maps Foundation Open Map Data New File Notification arn:aws:sns:us-west-2:913550007193:overturemaps-us-west-2 us-west-2 SNS Topic Documentation is available at [docs.overturemaps.org](https://docs.overturemaps. info@overturemaps.org [Overture Maps Foundation](https://overturemaps.org) Monthly Overture data is licensed under the Community Database License Agreement Permiss aws-pds, geospatial, global, mapping, osm, parquet, transportation
Oxford Nanopore Technologies Benchmark Datasets Using nanopore sequencing, researchers have directly identified DNA and RNA base arn:aws:s3:::ont-open-data/gm24385_mod_2021.09/extra_analysis/bonito_remora eu-west-1 S3 Bucket https://labs.epi2me.io/dataindex/ support@nanoporetech.com Oxford Nanopore Technologies Additional datasets will be added periodically. Updates and amendents will be ma Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) https://creativecommo aws-pds, bioinformatics, biology, fastq, fast5, genomic, life sciences, Homo sapiens, whole genome sequencing False
Oxford Nanopore Technologies Benchmark Datasets CpG dinucleotides frequently occur in high-density clusters called CpG islands ( arn:aws:s3:::ont-open-data/rrms_2022.07 eu-west-1 S3 Bucket https://labs.epi2me.io/dataindex/ support@nanoporetech.com Oxford Nanopore Technologies Additional datasets will be added periodically. Updates and amendents will be ma Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) https://creativecommo aws-pds, bioinformatics, biology, fastq, fast5, genomic, life sciences, Homo sapiens, whole genome sequencing False
Oxford Nanopore Technologies Benchmark Datasets Oxford Nanopore Open Datasets arn:aws:s3:::ont-open-data eu-west-1 S3 Bucket https://labs.epi2me.io/dataindex/ support@nanoporetech.com Oxford Nanopore Technologies Additional datasets will be added periodically. Updates and amendents will be ma Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) https://creativecommo aws-pds, bioinformatics, biology, fastq, fast5, genomic, life sciences, Homo sapiens, whole genome sequencing False
Oxford Nanopore Technologies Benchmark Datasets Nanopore sequencing data of the Genome in a Bottle samples NA24385, NA24149, and arn:aws:s3:::ont-open-data/giab_lsk114_2022.12 eu-west-1 S3 Bucket https://labs.epi2me.io/dataindex/ support@nanoporetech.com Oxford Nanopore Technologies Additional datasets will be added periodically. Updates and amendents will be ma Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) https://creativecommo aws-pds, bioinformatics, biology, fastq, fast5, genomic, life sciences, Homo sapiens, whole genome sequencing False
Ozone Monitoring Instrument (OMI) / Aura NO2 Tropospheric Column Density S3 Bucket for OMI NO2 in Cloud-Optimized GeoTiff format arn:aws:s3:::omi-no2-nasa us-west-2 S3 Bucket https://disc.gsfc.nasa.gov/datasets/OMNO2d_003/summary binita.kc@nasa.gov NASA None There are no restrictions on the use of these data. aws-pds, earth observation, geospatial, satellite imagery, air quality, atmosphere, environmental
PALSAR-2 ScanSAR CARD4L (L2.2) PALSAR-2 ScanSAR CARD4L arn:aws:s3:::jaxaalos2/palsar2/L2.2/Africa/ us-west-2 S3 Bucket https://www.eorc.jaxa.jp/ALOS/en/dataset/palsar2_l22_e.htm aproject@jaxa.jp [JAXA](https://www.jaxa.jp/) Every month after 42 days observed Data is available for free under the [terms of use](https://earth.jaxa.jp/policy aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, sustainability, disaster response, synthetic aperture radar, deafrica, stac, cog False
PALSAR-2 ScanSAR Flooding in Rwanda (L2.1) PALSAR-2 ScanSAR L11 & L22 arn:aws:s3:::jaxaalos2/palsar2-scansar/Rwanda/ us-west-2 S3 Bucket https://www.eorc.jaxa.jp/ALOS/en/dataset/alos_open_and_free_e.htm, https://www.e aproject@jaxa.jp [JAXA](https://www.jaxa.jp/) As available. Data is available for free under the terms of use. aws-pds, agriculture, cog, deafrica, disaster response, earth observation, geospatial, natural resource, satellite imagery, stac, sustainability, synthetic aperture radar False
PALSAR-2 ScanSAR Tropical Cycolne Mocha (L2.1) PALSAR-2 ScanSAR L22 arn:aws:s3:::jaxaalos2/palsar2-scansar/Bangladesh/ us-west-2 S3 Bucket https://www.eorc.jaxa.jp/ALOS/en/dataset/alos_open_and_free_e.htm, https://www.e aproject@jaxa.jp [JAXA](https://www.jaxa.jp/) As available. Data is available for free under the terms of use. aws-pds, agriculture, cog, disaster response, earth observation, geospatial, natural resource, satellite imagery, stac, sustainability, synthetic aperture radar False
PALSAR-2 ScanSAR Turkey & Syria Earthquake (L2.1 & L1.1) PALSAR-2 ScanSAR L11 & L22 arn:aws:s3:::jaxaalos2/palsar2-scansar/Turkey-Syria-earthquake/ us-west-2 S3 Bucket https://www.eorc.jaxa.jp/ALOS/en/dataset/alos_open_and_free_e.htm, https://www.e aproject@jaxa.jp [JAXA](https://www.jaxa.jp/) As available. Data is available for free under the [terms of use](https://earth.jaxa.jp/policy aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, sustainability, disaster response, synthetic aperture radar, deafrica, stac, cog False
PASS: Perturb-and-Select Summarizer for Product Reviews A collection of summaries generated by PASS for the FewSum Product Reviews datas arn:aws:s3:::pass-summary-fewsum us-east-1 S3 Bucket https://pass-summary-fewsum.s3.amazonaws.com/README.md noved@amazon.com [Amazon](https://www.amazon.com/) Not updated This data is available for anyone to use under the terms of the CDLA-Sharing lic amazon.science, natural language processing, text analysis ['[pass_generated_summaries.jsonl](https://pass-summary-fewsum.s3.amazonaws.com/pass_gen_summaries_fewsum_amazon_val_test.jsonl)']
PROJ datum grids Horizontal and vertical adjustment datasets us-east-1 CloudFront Distribution https://github.com/OSGeo/proj-datumgrid-geotiff proj@lists.osgeo.org [PROJ](https://proj.org) New grids are added when made available Per file. Under an Open Source Definition compliant license. Consult the READMEs aws-pds, geospatial, mapping cdn.proj.org
Pacific Ocean Sound Recordings original 256 kHz audio recordings year 2023 arn:aws:s3:::pacific-sound-256khz-2023 us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pacific Ocean Sound Recordings original 256 kHz audio recordings year 2024 arn:aws:s3:::pacific-sound-256khz-2024 us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pacific Ocean Sound Recordings machine learning models arn:aws:s3:::pacific-sound-models us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pacific Ocean Sound Recordings decimated 16 kHz audio recordings arn:aws:s3:::pacific-sound-16khz us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pacific Ocean Sound Recordings decimated 2 kHz audio recordings arn:aws:s3:::pacific-sound-2khz us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pacific Ocean Sound Recordings original 256 kHz audio recordings year 2025 arn:aws:s3:::pacific-sound-256khz-2025 us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pacific Ocean Sound Recordings original 256 kHz audio recordings year 2015 arn:aws:s3:::pacific-sound-256khz-2015 us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pacific Ocean Sound Recordings original 256 kHz audio recordings year 2016 arn:aws:s3:::pacific-sound-256khz-2016 us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pacific Ocean Sound Recordings original 256 kHz audio recordings year 2018 arn:aws:s3:::pacific-sound-256khz-2018 us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pacific Ocean Sound Recordings original 256 kHz audio recordings year 2019 arn:aws:s3:::pacific-sound-256khz-2019 us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pacific Ocean Sound Recordings original 256 kHz audio recordings year 2020 arn:aws:s3:::pacific-sound-256khz-2020 us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pacific Ocean Sound Recordings original 256 kHz audio recordings year 2021 arn:aws:s3:::pacific-sound-256khz-2021 us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pacific Ocean Sound Recordings original 256 kHz audio recordings year 2022 arn:aws:s3:::pacific-sound-256khz-2022 us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pacific Ocean Sound Recordings original 256 kHz audio recordings year 2017 arn:aws:s3:::pacific-sound-256khz-2017 us-west-2 S3 Bucket https://docs.mbari.org/pacific-sound/ dcline@mbari.org [Monterey Bay Aquarium Research Institute](https://www.mbari.org/) daily CC-BY 4.0 aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software
Pan-STARRS PS1 Survey PS1 DR1 and DR2 image files arn:aws:s3:::stpubdata/ps1 us-east-1 S3 Bucket https://outerspace.stsci.edu/display/PANSTARRS/ archive@stsci.edu [Space Telescope Science Institute](http://www.stsci.edu/) Never STScI hereby grants the non-exclusive, royalty-free, non-transferable, worldwide aws-pds, astronomy False
Pancreatic Cancer Organoid Profiling WGS/WXS/RNA-Seq Aligned Reads, WXS Annotated Somatic Mutation, WXS Raw Somatic M arn:aws:s3:::gdc-organoid-pancreatic-phs001611-2-controlled us-east-1 S3 Bucket https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001611.v dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, cancer, genetic, genomic, transcriptomics, whole genome sequencing, STRIDES https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001611.v1.p1
Pancreatic Cancer Organoid Profiling RNA-Seq Gene Expression Quantification arn:aws:s3:::gdc-organoid-pancreatic-phs001611-2-open us-east-1 S3 Bucket https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001611.v dcf-support@datacommons.io [Center for Translational Data Science at The University of Chicago](https://ctd Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access- aws-pds, cancer, genetic, genomic, transcriptomics, whole genome sequencing, STRIDES
PersonPath22 Source data arn:aws:s3:::tracking-dataset-eccv-2022 us-east-2 S3 Bucket https://amazon-science.github.io/tracking-dataset/personpath22.html Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6 [Amazon Web Services](https://aws.amazon.com/) Periodically Creative Commons Attribution-NonCommercial 4.0 International Public License (CC amazon.science, computer vision
Phrase Clustering Dataset (PCD) Phsrase Clustering Dataset (PCD) arn:aws:s3:::amazon-phrase-clustering us-west-2 S3 Bucket https://amazon-phrase-clustering.s3.amazonaws.com/readme.md Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6 [Amazon](https://www.amazon.com/) Not updated This data is available for anyone to use under the terms of the CDLA-permissive amazon.science, natural language processing, json ['[phrase-clustering-dataset.json](https://amazon-phrase-clustering.s3.amazonaws.com/phrase-clustering-dataset.json)']
Physionet https://s3amazonawscom/physionet-pds/indexhtml arn:aws:s3:::physionet-pds us-east-1 S3 Bucket https://physionet.org/ contact@physionet.org [MIT Laboratory for Computational Physiology](https://lcp.mit.edu/) Not updated PhysioBank databases are made available under the ODC Public Domain Dedication a aws-pds, biology, life sciences
Pohang Canal Dataset: A Multimodal Maritime Dataset for Autonomous Navigation in Restricted Waters Pohang Canal dataset arn:aws:s3:::pohang-canal-dataset us-west-2 S3 Bucket https://sites.google.com/view/pohang-canal-dataset/home morin-lab@kaist.ac.kr [MORIN](http://morin.kaist.ac.kr) Not updated [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) aws-pds, autonomous vehicles, marine navigation, robotics, computer vision, lidar
PoroTomo PoroTomo Datasets arn:aws:s3:::nrel-pds-porotomo/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md Thomas Coleman (thomas.coleman@silixa.com) [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, geothermal, seismology, image processing, geospatial ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo)']
PoroTomo PoroTomo Nodal Seismometer Sweep Data arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_sac_sweep/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md Thomas Coleman (thomas.coleman@silixa.com) [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, geothermal, seismology, image processing, geospatial ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_sac_sweep%2F)']
PoroTomo PoroTomo Nodal Seismometer Continuous Data arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_sac/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md Thomas Coleman (thomas.coleman@silixa.com) [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, geothermal, seismology, image processing, geospatial ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_sac%2F)']
PoroTomo PoroTomo Nodal Seismometer Field Notes and Metadata arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_metadata/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md Thomas Coleman (thomas.coleman@silixa.com) [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, geothermal, seismology, image processing, geospatial ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_metadata%2F)']
PoroTomo PoroTomo Vertical Distributed Acoustic Sensing (DASV) Data in HDF5 format arn:aws:s3:::nrel-pds-porotomo/DAS/H5/DASV/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md Thomas Coleman (thomas.coleman@silixa.com) [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, geothermal, seismology, image processing, geospatial ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FH5%2FDASV%2F)']
PoroTomo PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in HDF5 format arn:aws:s3:::nrel-pds-porotomo/DAS/H5/DASH/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md Thomas Coleman (thomas.coleman@silixa.com) [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, geothermal, seismology, image processing, geospatial ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FH5%2FDASH%2F)']
PoroTomo PoroTomo Vertical Distributed Acoustic Sensing (DASV) Data in SEG-Y format arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASV/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md Thomas Coleman (thomas.coleman@silixa.com) [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, geothermal, seismology, image processing, geospatial ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASV%2F)']
PoroTomo PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data Resampled in Time M arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASH/Resampled/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md Thomas Coleman (thomas.coleman@silixa.com) [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, geothermal, seismology, image processing, geospatial ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASH%2FResampled%2F)']
PoroTomo PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in SEG-Y format arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASH/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md Thomas Coleman (thomas.coleman@silixa.com) [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, geothermal, seismology, image processing, geospatial ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASH%2F)']
PoroTomo HSDS PoroTomo domains arn:aws:s3:::nrel-pds-hsds/nrel/porotomo/ us-west-2 S3 Bucket https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md Thomas Coleman (thomas.coleman@silixa.com) [National Renewable Energy Laboratory](https://www.nrel.gov/) As needed Creative Commons Attribution 3.0 United States License aws-pds, geothermal, seismology, image processing, geospatial ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2Fporotomo%2F)']
Pre- and post-purchase product questions S3 bucket with dataset arn:aws:s3:::pre-post-purchase-questions us-east-1 S3 Bucket https://pre-post-purchase-questions.s3.amazonaws.com/README.txt litalku@amazon.com [Amazon](https://www.amazon.com/) Not currently being updated [Apache-2.0](https://www.apache.org/licenses/LICENSE-2.0) amazon.science, natural language processing, machine learning ['[PrePostQuestions.csv](https://pre-post-purchase-questions.s3.amazonaws.com/PrePostQuestions.csv)']
Prefeitura Municipal de São Paulo (PMSP) LiDAR Point Cloud São Paulo city's 3D LiDAR - Entwine Point Tiles arn:aws:s3:::ept-m3dc-pmsp sa-east-1 S3 Bucket https://github.com/geoinfo-smdu/M3DC geosampa@prefeitura.sp.gov.br [GeoSampa - o mapa digital da cidade de São Paulo](http://geosampa.prefeitura.sp Local survey executed by demand generates new data as local point clouds. [GNU General Public License v3.0](https://www.gnu.org/licenses/gpl-3.0.html) cities, land, lidar, urban, geospatial, elevation, mapping, aws-pds
Prefeitura Municipal de São Paulo (PMSP) LiDAR Point Cloud São Paulo city's 3D LiDAR - LAZ Files arn:aws:s3:::laz-m3dc-pmsp sa-east-1 S3 Bucket https://github.com/geoinfo-smdu/M3DC geosampa@prefeitura.sp.gov.br [GeoSampa - o mapa digital da cidade de São Paulo](http://geosampa.prefeitura.sp Local survey executed by demand generates new data as local point clouds. [GNU General Public License v3.0](https://www.gnu.org/licenses/gpl-3.0.html) cities, land, lidar, urban, geospatial, elevation, mapping, aws-pds
Product Comparison Dataset for Online Shopping Product Comparison Dataset for Online Shopping arn:aws:s3:::prod-comp-shopping-dataset us-west-2 S3 Bucket https://prod-comp-shopping-dataset.s3.us-west-2.amazonaws.com/README.md Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6 [Amazon](https://www.amazon.com/) None [CC-BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) product comparison, online shopping, amazon.science, natural language processing, machine learning ['[final_prodcomp_dataset_cleaned.tsv](https://prod-comp-shopping-dataset.s3.us-west-2.amazonaws.com/final_prodcomp_dataset_cleaned.tsv)']
Protein Data Bank 3D Structural Biology Data Historical snapshots of archival datasets from 2005 onwards Snapshots are gener arn:aws:s3:::pdbsnapshots us-west-2 S3 Bucket https://www.wwpdb.org/documentation/file-format https://www.wwpdb.org/about/contact [Worldwide Protein Data Bank Partnership](wwpdb.org) New and updated data files are published weekly and released on Wednesdays 0:00 https://creativecommons.org/publicdomain/zero/1.0/ aws-pds, amino acid, archives, bioinformatics, biomolecular modeling, cell biology, chemical biology, COVID-19, electron microscopy, electron tomography, enzyme, life sciences, molecule, nuclear magnetic resonance, pharmaceutical, protein, protein template, SARS-CoV-2, structural biology, x-ray crystallography ['[Browse Bucket](https://pdbsnapshots.s3.us-west-2.amazonaws.com/index.html)']
Protein Data Bank 3D Structural Biology Data Globally cached distribution of the dataset Web frontend also available to brow us-west-2 CloudFront Distribution https://www.wwpdb.org/documentation/file-format https://www.wwpdb.org/about/contact [Worldwide Protein Data Bank Partnership](wwpdb.org) New and updated data files are published weekly and released on Wednesdays 0:00 https://creativecommons.org/publicdomain/zero/1.0/ aws-pds, amino acid, archives, bioinformatics, biomolecular modeling, cell biology, chemical biology, COVID-19, electron microscopy, electron tomography, enzyme, life sciences, molecule, nuclear magnetic resonance, pharmaceutical, protein, protein template, SARS-CoV-2, structural biology, x-ray crystallography ['[Browse Dataset](https://s3.rcsb.org)']
Provision of Web-Scale Parallel Corpora for Official European Languages (ParaCrawl) Parallel Corpora to/from English for all official EU languages arn:aws:s3:::web-language-models us-east-1 S3 Bucket https://paracrawl.eu/releases.html For questions regarding the datasets contact Kenneth Heafield, email kheafiel@in [ParaCrawl](https://paracrawl.eu) New data is added according to ParaCrawl release schedule. "Creative Commons CC0 license (""no rights reserved"")." aws-pds, machine translation, natural language processing
PubSeq - Public Sequence Resource PubSeq submitted datasets (FASTA and JSON metadata) arn:aws:s3:::pubseq-datasets us-east-2 S3 Bucket https://covid19.genenetwork.org/about https://covid19.genenetwork.org/contact [UTHSC GeneNetwork](https://covid19.genenetwork.org/) Rolling dataset. Creative Commons Attribution 4.0 International (CC BY 4.0) unless otherwise spec aws-pds, bam, bioinformatics, biology, coronavirus, COVID-19, fasta, fastq, fast5, genetic, genomic, health, json, life sciences, long read sequencing, open source software, MERS, metadata, medicine, RDF, SARS, SARS-CoV-2, SPARQL ['[Browse Bucket](https://pubseq-datasets.s3.amazonaws.com/)']
PubSeq - Public Sequence Resource Pubseq output data (Arvados Keep) arn:aws:s3:::pubseq-output-data us-east-2 S3 Bucket https://covid19.genenetwork.org/about https://covid19.genenetwork.org/contact [UTHSC GeneNetwork](https://covid19.genenetwork.org/) Rolling dataset. Creative Commons Attribution 4.0 International (CC BY 4.0) unless otherwise spec aws-pds, bam, bioinformatics, biology, coronavirus, COVID-19, fasta, fastq, fast5, genetic, genomic, health, json, life sciences, long read sequencing, open source software, MERS, metadata, medicine, RDF, SARS, SARS-CoV-2, SPARQL ['[Arvados download](https://covid19.genenetwork.org/download)']
Public Utility Data Liberation Project All PUDL data outputs arn:aws:s3:::pudl.catalyst.coop us-west-2 S3 Bucket You can download the [data directly](https://catalystcoop-pudl.readthedocs.io/en For general questions or feedback about the data, create an GitHub issue or disc [Catalyst Cooperative](https://catalyst.coop/) The federal agencies that publish the raw data PUDL processes release new data, The PUDL data and documentation are published under the [Creative Commons Attrib aws-pds, climate, climate model, energy, environmental, government records, infrastructure, open source software, electricity, energy modeling, utilities
PyEnvs and CallArgs CallArgs arn:aws:s3:::pyenvs-and-callargs/callargs/ us-west-2 S3 Bucket https://github.com/amazon-research/function-call-argument-completion Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6 Amazon None Planned Please note that while we are providing this aggregation of code snippets unlice machine learning, code completion
PyEnvs and CallArgs PyEnvs arn:aws:s3:::pyenvs-and-callargs/pyenvs/ us-west-2 S3 Bucket https://github.com/amazon-research/function-call-argument-completion Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6 Amazon None Planned Please note that while we are providing this aggregation of code snippets unlice machine learning, code completion
QIIME 2 User Tutorial Datasets Rendered docs and tutorial data, as generated by https://githubcom/qiime2/docs arn:aws:s3:::qiime2-data us-west-2 S3 Bucket https://docs.qiime2.org https://forum.qiime2.org The QIIME 2 Development Team Quarterly BSD 3-Clause License aws-pds, bioinformatics, biology, denoising, ecosystems, environmental, genetic, genomic, health, microbiome, statistics
Quoref Project data files in a public bucket arn:aws:s3:::ai2-public-datasets us-west-2 S3 Bucket https://allenai.org/data/quoref info@allenai.org [Allen Institute for AI](https://allenai.org) Not updated [CC BY](https://creativecommons.org/licenses/by/4.0) aws-pds, machine learning, natural language processing
RACECAR Dataset The RACECAR dataset is the first open dataset for full-scale and high-speed auto arn:aws:s3:::racecar-dataset us-west-2 S3 Bucket https://github.com/linklab-uva/RACECAR_DATA Prof. Madhur Behl (madhur.behl@viginia.edu) Amar Kulkarni (ark8su@virginia.edu) This dataset was constructed during a single racing season (2021-22). Future sea Creative Commons Attribution-NonCommercial 4.0 International Public License [(CC aws-pds, autonomous vehicles, autonomous racing, robotics, computer vision, perception, lidar, radar, GNSS, image processing, localization, object detection, object tracking
RADARSAT-1 Cloud Optimized GeoTIFF (COG) images arn:aws:s3:::radarsat-r1-l1-cog ca-central-1 S3 Bucket https://www.asc-csa.gc.ca/eng/satellites/radarsat1/what-is-radarsat1.asp https://www.eodms-sgdot.nrcan-rncan.gc.ca [Natural Resources Canada](https://nrcan.gc.ca/) Products are added on an adhoc basis driven by prioritized foreign repatriation [Open Government License (OGL)](https://open.canada.ca/en/open-government-licenc earth observation, global, aws-pds, ice, agriculture, disaster response, satellite imagery, geospatial, cog, synthetic aperture radar
RAPID NRT Flood Maps RAPID archive flood maps arn:aws:s3:::rapid-nrt-flood-maps us-west-2 S3 Bucket https://github.com/QingYang6/RAPID-NRT-flood-maps-on-AWS/blob/master/README.md xinyi.shen@uconn.edu; qing.yang6@hotmail.com University of Connecticut; Guangxi University NRT data will be update as soon as SAR images available and done processed. Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International aws-pds, agriculture, earth observation, water, environmental, disaster response ['[Browse Bucket](https://rapid-nrt-flood-maps.s3.amazonaws.com/index.html)']
RCM CEOS Analysis Ready Data | Données prêtes à l'analyse du CEOS pour le MCR RCM CEOS Analysis Ready Data Données prêtes à l'analyse (DPA) du CEOS pour le M arn:aws:s3:::rcm-ceos-ard ca-central-1 S3 Bucket https://www.asc-csa.gc.ca/eng/satellites/radarsat/ eodms-sgdot@nrcan-rncan.gc.ca [Natural Resources Canada](https://www.nrcan.gc.ca/) The initial dataset will be Canada-wide, 30M Compact-Polarization standard cover RCM image products are available free of charge, to the broadest extent possible aws-pds, agriculture, earth observation, satellite imagery, geospatial, sustainability, disaster response, synthetic aperture radar, stac ['[EODMS STAC for RCM CEOS ARD](https://www.eodms-sgdot.nrcan-rncan.gc.ca/stac/collections/rcm-ard/items/)']
REDASA COVID-19 Open Data For all the questions curated during the REDASA project, we created a Kendra ind arn:aws:s3:::pansurg-curation-workflo-kendraqueryresults50d0eb-open-data eu-west-2 S3 Bucket https://github.com/PanSurg/redasa-sample-data/blob/master/open-data.md redasa-open-data@imperial.ac.uk REDASA Consortium, Imperial College London, UK Yearly updates CC-BY-4.0 aws-pds, COVID-19, coronavirus, life sciences, information retrieval, natural language processing, text analysis
REDASA COVID-19 Open Data An S3 bucket that contains the final curation data in GroundTruth format arn:aws:s3:::pansurg-curation-final-curations-open-data eu-west-2 S3 Bucket https://github.com/PanSurg/redasa-sample-data/blob/master/open-data.md redasa-open-data@imperial.ac.uk REDASA Consortium, Imperial College London, UK Yearly updates CC-BY-4.0 aws-pds, COVID-19, coronavirus, life sciences, information retrieval, natural language processing, text analysis
REDASA COVID-19 Open Data This is the raw data repository containing a common crawl of CORD-19 papers and arn:aws:s3:::pansurg-curation-raw-open-data eu-west-2 S3 Bucket https://github.com/PanSurg/redasa-sample-data/blob/master/open-data.md redasa-open-data@imperial.ac.uk REDASA Consortium, Imperial College London, UK Yearly updates CC-BY-4.0 aws-pds, COVID-19, coronavirus, life sciences, information retrieval, natural language processing, text analysis
Radiant MLHub Radiant MLHub Training Data arn:aws:s3:::radiant-mlhub us-west-2 S3 Bucket http://docs.mlhub.earth/ support@radiant.earth [Radiant Earth Foundation](https://www.radiant.earth/) New training data catalogs are added on a rolling basis Access to Radiant MLHub data is free for everyone. Each dataset has its own lice aws-pds, labeled, machine learning, geospatial, earth observation, satellite imagery, environmental, cog, stac
RarePlanes Real and synthetic satellite imagery, annotations, and metadata arn:aws:s3:::rareplanes-public us-west-2 S3 Bucket www.cosmiqworks.org/RarePlanes jss5102@gmail.com and avanetten@iqt.org In-Q-Tel - CosmiQ Works None Planned [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) computer vision, deep learning, earth observation, geospatial, machine learning, satellite imagery, aws-pds, labeled
Reasoning Over Paragraph Effects in Situations (ROPES) Project data files in a public bucket arn:aws:s3:::ai2-public-datasets us-west-2 S3 Bucket https://allenai.org/data/ropes info@allenai.org [Allen Institute for AI](https://allenai.org) Not updated [CC BY](https://creativecommons.org/licenses/by/4.0) aws-pds, machine learning, natural language processing, json
Reference Elevation Model of Antarctica (REMA) REMA DEM Mosaics arn:aws:s3:::pgc-opendata-dems/rema/mosaics/ us-west-2 S3 Bucket https://www.pgc.umn.edu/data/rema/ pgc-support@umn.edu [Polar Geospatial Center](https://www.pgc.umn.edu/) New DEM strips are added twice yearly. Mosaic products are added as soon as the [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac ['[Browse STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/rema/mosaics.json)']
Reference Elevation Model of Antarctica (REMA) REMA DEM Strips arn:aws:s3:::pgc-opendata-dems/rema/strips/ us-west-2 S3 Bucket https://www.pgc.umn.edu/data/rema/ pgc-support@umn.edu [Polar Geospatial Center](https://www.pgc.umn.edu/) New DEM strips are added twice yearly. Mosaic products are added as soon as the [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac ['[Browse STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/rema/strips.json)']
Reference data for HiFi human WGS HiFi Human WGS Reference data arn:aws:s3:::pacbio-hifi-human-wgs-reference us-west-2 S3 Bucket https://zenodo.org/records/8415406 dl_it-awsopendata@pacificbiosciences.com [Pacific Biosciences of California, Inc](https://www.pacb.com/) Files are updated to reflect the support for the lastest version of[PacBio WGS V [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) aws-pds, health, life sciences, Homo sapiens, long read sequencing, genetic, mapping, whole genome sequencing, vcf, variant annotation
Refgenie reference genome assets Refgenie S3 Bucket arn:aws:s3:::awspds.refgenie.databio.org us-east-1 S3 Bucket http://refgenie.databio.org https://github.com/databio/refgenie/issues Sheffield lab at the University of Virginia As new data becomes available (roughly quarterly) Public domain aws-pds, biology, bioinformatics, genetic, genomic, infrastructure, life sciences, single-cell transcriptomics, transcriptomics, whole genome sequencing
Registry of Open Data on AWS Registry of Open Data on AWS arn:aws:s3:::registry.opendata.aws/roda/ndjson/ us-east-1 S3 Bucket https://github.com/awslabs/open-data-registry#how-are-datasets-added-to-the-regi opendata@amazon.com [Amazon Web Services](https://aws.amazon.com/) Automatically when new datasets are added [Apache-2.0](https://www.apache.org/licenses/LICENSE-2.0) amazon.science, json, metadata
Registry of Open Data on AWS SNS topic for object create events arn:aws:sns:us-east-1:652627389412:roda-object_created us-east-1 SNS Topic https://github.com/awslabs/open-data-registry#how-are-datasets-added-to-the-regi opendata@amazon.com [Amazon Web Services](https://aws.amazon.com/) Automatically when new datasets are added [Apache-2.0](https://www.apache.org/licenses/LICENSE-2.0) amazon.science, json, metadata
SILAM Air Quality Notifications for new netcdf surface data arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-silam-surface-netcdf eu-west-1 SNS Topic http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3 avoin-data@fmi.fi [Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/) 1 time a day Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, earth observation, climate, weather, air quality, meteorological
SILAM Air Quality Surface NetCDF files arn:aws:s3:::fmi-opendata-silam-surface-netcdf eu-west-1 S3 Bucket http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3 avoin-data@fmi.fi [Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/) 1 time a day Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, earth observation, climate, weather, air quality, meteorological ['[Browse Bucket](https://fmi-opendata-silam-surface-netcdf.s3.amazonaws.com/index.html)']
SILAM Air Quality Surface Zarr files arn:aws:s3:::fmi-opendata-silam-surface-zarr eu-west-1 S3 Bucket http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3 avoin-data@fmi.fi [Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/) 1 time a day Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, earth observation, climate, weather, air quality, meteorological ['[Browse Bucket](https://fmi-opendata-silam-surface-zarr.s3.amazonaws.com/index.html)']
SILAM Air Quality Notifications for new zarr surface data arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-silam-surface-zarr eu-west-1 SNS Topic http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3 avoin-data@fmi.fi [Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/) 1 time a day Creative Commons Attribution 4.0 International (CC BY 4.0) aws-pds, earth observation, climate, weather, air quality, meteorological
SILO climate data on AWS SILO open data arn:aws:s3:::silo-open-data ap-southeast-2 S3 Bucket https://www.longpaddock.qld.gov.au/silo/gridded-data https://www.longpaddock.qld.gov.au/silo/contact-us Queensland Government Daily SILO datasets are constructed by the [Queensland Government](http://www.qld.gov. aws-pds, agriculture, climate, earth observation, environmental, meteorological, model, sustainability, water, weather
SISSA daily forecast retrospective database CRC-SAS/SISSA Retrospective Daily forecast database arn:aws:s3:::sissa-forecast-database us-west-2 S3 Bucket General information, tutorials and examples, contact us atl sissa-aws@smn.gob.ar For any questions regarding the data set or any general questions, you can conta [SISSA](https://sissa.crc-sas.org/) Static database from 2000-2019 without correction and 2010-2019 with correction. [Creative Commons Attribution 2.5 Argentina License](https://creativecommons.org aws-pds, earth observation, natural resource, weather, forecast, meteorological, agriculture, hydrology ['[Browse Bucket](https://s3-us-west-2.amazonaws.com/sissa-forecast-database/index.html)']
SMN Hi-Res Weather Forecast over Argentina WRF SMN data arn:aws:s3:::smn-ar-wrf us-west-2 S3 Bucket General information, tutorials and examples:[https://odp-aws-smn.github.io/docum For any questions regarding the data set or any general questions, you can conta [SMN](http://www.smn.gov.ar/) New data is added as soon as it's available. Two forecast cycles a day initializ [Creative Commons Attribution 2.5 Argentina License](https://creativecommons.org aws-pds, earth observation, natural resource, weather, meteorological ['[Browse Bucket](https://smn-ar-wrf.s3.amazonaws.com/index.html)']
SPaRCNet data:Seizures, Rhythmic and Periodic Patterns in ICU Electroencephalography ICU EEG Dataset arn:aws:s3:us-east-1:184438910517:accesspoint/bdsp-sparcnet-access-point us-east-1 S3 Bucket More documentation can be found [here](https://doi.org/10.60508/cw6j-s785) admin@bdsp.io [Brain Data Science Platform](https://bdsp.io/) New data is added as soon as it is available. "BDSP Restricted Health Data License 1.0.0 ""[BDSP Licence](https://bdsp.io/conten" aws-pds, neurophysiology, medicine, machine learning, neuroscience, deep learning, life sciences, bioinformatics https://doi.org/10.60508/cw6j-s785
STOIC2021 Training The data set contains 2000 CT scans stored as compressed mha files Each file c arn:aws:s3:::stoic2021-training us-west-2 S3 Bucket https://pubs.rsna.org/doi/full/10.1148/radiol.2021210384 support@grand-challenge.org Radboud University Medical Center The full training set was published at the release. CC-BY-NC 4.0 aws-pds, life sciences, computed tomography, computer vision, coronavirus, COVID-19, grand-challenge.org, imaging, SARS-CoV-2
SUCHO Ukrainian Cultural Heritage Web Archives WACZ archives arn:aws:s3:::sucho-opendata eu-central-1 S3 Bucket https://www.sucho.org/tutorials info@sucho.org Saving Ukrainian Cultural Heritage Online (SUCHO) Periodically Public Domain (CC0) ukraine, internet, cultural preservation, aws-pds
Safecast New air and radiation measurement payloads arn:aws:sns:us-west-2:985752656544:ingest-measurements-prd us-west-2 SNS Topic https://github.com/Safecast/safecastapi/wiki/Data-Sets https://groups.google.com/forum/#!forum/safecast-devices [Safecast](https://safecast.org/) Continuous Safecast data is published under a [CC0 designation](https://creativecommons.org air quality, aws-pds, climate, environmental, geospatial, radiation
Safecast Bulk exports of air and radiation measurements arn:aws:s3:::safecast-opendata-public-us-east-1 us-east-1 S3 Bucket https://github.com/Safecast/safecastapi/wiki/Data-Sets https://groups.google.com/forum/#!forum/safecast-devices [Safecast](https://safecast.org/) Continuous Safecast data is published under a [CC0 designation](https://creativecommons.org air quality, aws-pds, climate, environmental, geospatial, radiation ['[Browse Bucket](https://safecast-opendata-public-us-east-1.s3.amazonaws.com/index.html)']
Scottish Public Sector LiDAR Dataset LiDAR data (DSM, DTM and Laz) arn:aws:s3:::srsp-open-data eu-west-2 S3 Bucket https://remotesensingdata.gov.scot/data#/list https://remotesensingdata.gov.scot/feedback or email Scottish Government on gi-s [Joint Nature Conservation Committee](https://jncc.gov.uk/) New datasets have historically been added every 2-3 years but there is no guaran All data is made available under the [Open Government Licence v3](http://www.nat lidar, cities, coastal, environmental, urban, elevation, cog, aws-pds
Sea Around Us Global Fisheries Catch Data Global Fisheries Catch Data arn:aws:s3:::fisheries-catch-data us-west-2 S3 Bucket https://www.seaaroundus.org/ubc-cic-sea-around-us-project-collaboration/ https://www.seaaroundus.org/feedback/ [Sea Around Us](https://www.seaaroundus.org/) The full dataset is computed only once or twice a year or when there is a signif This data is available for anyone to use under the [Sea Around Us Terms of Use]( aws-pds, fisheries, ecosystems, biodiversity, marine
Sea Surface Temperature Daily Analysis: European Space Agency Climate Change Initiative product version 2.1 Global daily-mean sea surface temperatures from 1981 onwards, in Zarr format Th arn:aws:s3:::surftemp-sst us-west-2 S3 Bucket https://surftemp.github.io/sst-data-tutorials/ https://www.reading.ac.uk/met/ [University of Reading, Department of Meteorology](https://www.reading.ac.uk/met yearly Creative Commons Licence by attribution (https://creativecommons.org/licenses/by aws-pds, earth observation, oceans, climate, environmental, global, geospatial
Seattle Alzheimer's Disease Brain Cell Atlas (SEA-AD) Single cell profiling (transcriptomics and epigenomics) data files in a public b arn:aws:s3:::sea-ad-single-cell-profiling us-west-2 S3 Bucket https://portal.brain-map.org/explore/seattle-alzheimers-disease/seattle-alzheime awspublicdataset@alleninstitute.org [Allen Institute](http://www.alleninstitute.org/) Annually https://alleninstitute.org/legal/terms-use/ aws-pds, biology, cell biology, cell imaging, epigenomics, gene expression, histopathology, Homo sapiens, imaging, medicine, microscopy, neurobiology, neuroscience, single-cell transcriptomics, transcriptomics ['[Browse Bucket](https://sea-ad-single-cell-profiling.s3.amazonaws.com/index.html)']
Seattle Alzheimer's Disease Brain Cell Atlas (SEA-AD) Spatial transcriptomics data files in a public bucket arn:aws:s3:::sea-ad-spatial-transcriptomics us-west-2 S3 Bucket https://portal.brain-map.org/explore/seattle-alzheimers-disease/seattle-alzheime awspublicdataset@alleninstitute.org [Allen Institute](http://www.alleninstitute.org/) Annually https://alleninstitute.org/legal/terms-use/ aws-pds, biology, cell biology, cell imaging, epigenomics, gene expression, histopathology, Homo sapiens, imaging, medicine, microscopy, neurobiology, neuroscience, single-cell transcriptomics, transcriptomics ['[Browse Bucket](https://sea-ad-spatial-transcriptomics.s3.amazonaws.com/index.html)']
Seattle Alzheimer's Disease Brain Cell Atlas (SEA-AD) Quantitative neuropathology (full resolution images, processed images, and quant arn:aws:s3:::sea-ad-quantitative-neuropathology us-west-2 S3 Bucket https://portal.brain-map.org/explore/seattle-alzheimers-disease/seattle-alzheime awspublicdataset@alleninstitute.org [Allen Institute](http://www.alleninstitute.org/) Annually https://alleninstitute.org/legal/terms-use/ aws-pds, biology, cell biology, cell imaging, epigenomics, gene expression, histopathology, Homo sapiens, imaging, medicine, microscopy, neurobiology, neuroscience, single-cell transcriptomics, transcriptomics ['[Browse Bucket](https://sea-ad-quantitative-neuropathology.s3.amazonaws.com/index.html)']
Sentinel Near Real-time Canada Mirror | Miroir Sentinel temps quasi réel du Canada Sentinel data over Canada | Données sentinelles au Canada arn:aws:s3:::sentinel-products-ca-mirror ca-central-1 S3 Bucket https://sentinel.esa.int/web/sentinel/home eodms-sgdot@nrcan-rncan.gc.ca [Natural Resources Canada](https://www.nrcan.gc.ca/) Sentinel-1 is an NRT dataset retrieved from ESA within 90 minutes of satellite d The access and use of Copernicus Sentinel data is available on a free, full and aws-pds, agriculture, earth observation, satellite imagery, geospatial, sustainability, disaster response, synthetic aperture radar, stac ['[EODMS STAC for Sentinel products](https://www.eodms-sgdot.nrcan-rncan.gc.ca/stac/)']
Sentinel-1 GRD in a Requester Pays S3 bucket arn:aws:s3:::sentinel-s1-l1c eu-central-1 S3 Bucket https://roda.sentinel-hub.com/sentinel-s1-l1c/GRD/readme.html https://forum.sentinel-hub.com/c/aws-sentinel [Sinergise](https://www.sinergise.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, disaster response, cog, synthetic aperture radar ['[STAC V1.0.0 endpoint](https://sentinel-s1-l1c-stac.s3.amazonaws.com/)'] True
Sentinel-1 S3 Inventory files for L1C and CSV arn:aws:s3:::sentinel-inventory/ eu-central-1 S3 Bucket https://roda.sentinel-hub.com/sentinel-s1-l1c/GRD/readme.html https://forum.sentinel-hub.com/c/aws-sentinel [Sinergise](https://www.sinergise.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, disaster response, cog, synthetic aperture radar
Sentinel-1 SNS topic for notification of new scenes, can subscribe with Lambda arn:aws:sns:eu-central-1:214830741341:SentinelS1L1C eu-central-1 SNS Topic https://roda.sentinel-hub.com/sentinel-s1-l1c/GRD/readme.html https://forum.sentinel-hub.com/c/aws-sentinel [Sinergise](https://www.sinergise.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, disaster response, cog, synthetic aperture radar
Sentinel-1 SLC dataset for Germany Public access to Sentinel-1 SLC IW scenes over Germany arn:aws:s3:::sentinel1-slc eu-west-1 S3 Bucket https://github.com/live-eo/sentinel1-slc/ For any enquires regarding the dataset, please email OpenData at Live-EO opendat [LiveEO](https://live-eo.com/) New Sentinel1-SLC IW data are updated regularly in an interval of 6 days, after The data usage will inherit and fully comply with the free and open data policy aws-pds, disaster response, satellite imagery, geospatial, sustainability, earth observation, environmental, synthetic aperture radar
Sentinel-1 SLC dataset for South and Southeast Asia, Taiwan, Korea and Japan Public access to Sentinel-1 SLC IW scenes over South and Southeast Asia, Taiwan arn:aws:s3:::sentinel1-slc-seasia-pds ap-southeast-1 S3 Bucket https://github.com/earthobservatory/sentinel1-opds/ For any enquires regarding data delivery, please email ehill@ntu.edu.sg and stch [Earth Observatory of Singapore, Nanyang Technological University](https://earth S1 SLC data for the region of interest will be updated regularly, as it becomes The data usage will inherit and fully comply with the free and open data policy aws-pds, disaster response, satellite imagery, geospatial, earth observation, environmental, synthetic aperture radar
Sentinel-2 Level 1C scenes and metadata, in Requester Pays S3 bucket arn:aws:s3:::sentinel-s2-l1c eu-central-1 S3 Bucket Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se https://forum.sentinel-hub.com/c/aws-sentinel [Sinergise](https://www.sinergise.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac ['[Earth Search STAC L1C Collection](https://earth-search.aws.element84.com/v1/collections/sentinel-2-l1c)', '[Earth Search STAC Browser L1C Collection](https://radiantearth.github.io/stac-browser/#/external/earth-search.aws.element84.com/v1/collections/sentinel-2-l1c)', '[STAC V1.0.0 endpoint](https://sentinel-s2-l1c-stac.s3.amazonaws.com/)', '[Earth Viewer by Element 84](https://viewer.aws.element84.com/)'] True
Sentinel-2 New scene notifications for L2A, can subscribe with Lambda arn:aws:sns:eu-central-1:214830741341:SentinelS2L2A eu-central-1 SNS Topic Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se https://forum.sentinel-hub.com/c/aws-sentinel [Sinergise](https://www.sinergise.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac
Sentinel-2 New scene notifications for L1C, can subscribe with Lambda arn:aws:sns:eu-west-1:214830741341:NewSentinel2Product eu-west-1 SNS Topic Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se https://forum.sentinel-hub.com/c/aws-sentinel [Sinergise](https://www.sinergise.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac
Sentinel-2 Zipped archives for each L2A product with 3 day retention period, in Requester P arn:aws:s3:::sentinel-s2-l2a-zips eu-central-1 S3 Bucket Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se https://forum.sentinel-hub.com/c/aws-sentinel [Sinergise](https://www.sinergise.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac True
Sentinel-2 S3 Inventory files for L1C and CSV arn:aws:s3:::sentinel-inventory/sentinel-s2-l1c eu-central-1 S3 Bucket Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se https://forum.sentinel-hub.com/c/aws-sentinel [Sinergise](https://www.sinergise.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac
Sentinel-2 Level 2A scenes and metadata, in Requester Pays S3 bucket arn:aws:s3:::sentinel-s2-l2a eu-central-1 S3 Bucket Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se https://forum.sentinel-hub.com/c/aws-sentinel [Sinergise](https://www.sinergise.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac ['[STAC V1.0.0 endpoint](https://sentinel-s2-l2a-stac.s3.amazonaws.com/)'] True
Sentinel-2 S3 Inventory files for L2A and CSV arn:aws:s3:::sentinel-inventory/sentinel-s2-l2a eu-central-1 S3 Bucket Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se https://forum.sentinel-hub.com/c/aws-sentinel [Sinergise](https://www.sinergise.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac
Sentinel-2 Zipped archives for each L1C product with 3 day retention period, in Requester P arn:aws:s3:::sentinel-s2-l1c-zips eu-central-1 S3 Bucket Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se https://forum.sentinel-hub.com/c/aws-sentinel [Sinergise](https://www.sinergise.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac True
Sentinel-2 Cloud-Optimized GeoTIFFs Level 2A scenes and metadata arn:aws:s3:::sentinel-cogs us-west-2 S3 Bucket https://github.com/cirrus-geo/cirrus-earth-search opendata@element84.com [Element 84](https://www.element84.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, cog, stac ['[Earth Search STAC L2A Collection](https://earth-search.aws.element84.com/v1/collections/sentinel-2-l2a)', '[STAC Browser L2A Collection](https://radiantearth.github.io/stac-browser/#/external/earth-search.aws.element84.com/v1/collections/sentinel-2-l2a)'] False
Sentinel-2 Cloud-Optimized GeoTIFFs S3 Inventory files for L1C and CSV arn:aws:s3:::sentinel-cogs-inventory us-west-2 S3 Bucket https://github.com/cirrus-geo/cirrus-earth-search opendata@element84.com [Element 84](https://www.element84.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, cog, stac
Sentinel-2 Cloud-Optimized GeoTIFFs New scene notifications, can subscribe with Lambda arn:aws:sns:us-west-2:608149789419:cirrus-v0-publish us-west-2 SNS Topic https://github.com/cirrus-geo/cirrus-earth-search opendata@element84.com [Element 84](https://www.element84.com/) New Sentinel data are added regularly, usually within few hours after they are a Access to Sentinel data is free, full and open for the broad Regional, National, aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, cog, stac
Sentinel-2 L2A 120m Mosaic Sentinel-2 L2A 120m mosaics data in a S3 bucket arn:aws:s3:::sentinel-s2-l2a-mosaic-120 eu-central-1 S3 Bucket Documentation is available [here](https://sentinel-s2-l2a-mosaic-120.s3.amazonaw https://forum.sentinel-hub.com/c/aws-sentinel [Sinergise](https://www.sinergise.com/) New data will be added annually. CC-BY 4.0, Credit: Contains modified Copernicus data [year] processed by Sentine aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, machine learning, cog False
Sentinel-3 Sentinel-3 Near Real Time Data (NRT) format arn:aws:s3:::meeo-s3/NRT/ eu-central-1 S3 Bucket https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri sentinel3@meeo.it [Meteorological Environmental Earth Observation](http://www.meeo.it/) Daily https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac
Sentinel-3 Sentinel-3 Not Time Critical (NTC) format arn:aws:s3:::meeo-s3/NTC/ eu-central-1 S3 Bucket https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri sentinel3@meeo.it [Meteorological Environmental Earth Observation](http://www.meeo.it/) Daily https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac
Sentinel-3 Sentinel-3 Cloud Optimized GeoTIFF (COG) format arn:aws:s3:::meeo-s3-cog/ eu-central-1 S3 Bucket https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri sentinel3@meeo.it [Meteorological Environmental Earth Observation](http://www.meeo.it/) Daily https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac ['[STAC V1.0.0 endpoint](https://meeo-s3.s3.amazonaws.com/)']
Sentinel-3 Sentinel-3 Short Time Critical (STC) format arn:aws:s3:::meeo-s3/STC/ eu-central-1 S3 Bucket https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri sentinel3@meeo.it [Meteorological Environmental Earth Observation](http://www.meeo.it/) Daily https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac
Sentinel-5P Level 2 Sentinel-5p Near Real Time Data (NRTI) NetCDF format arn:aws:s3:::meeo-s5p/NRTI/ eu-central-1 S3 Bucket https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel5P_Desc sentinel5p@meeo.it [Meteorological Environmental Earth Observation](http://www.meeo.it/) Daily https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice aws-pds, air quality, atmosphere, earth observation, environmental, geospatial, satellite imagery, cog, stac