Datasets for GOAT:Hack

Data inventories:

Ag Data Commons: https://data.nal.usda.gov/

USDA data lists by agency: https://www.usda.gov/topics/data

NAL database of databases: https://www.nal.usda.gov/afsic/databases-0

USDA data on data.gov: https://catalog.data.gov/organization/usda-gov

Agriculture & Food on data.cov: https://catalog.data.gov/dataset?groups=agriculture8571#topic=food_navigation

Agricultural Research Service, ARS:

Research datasets: https://www.ars.usda.gov/research/datasets/

AGCROS: https://agcros-usdaars.opendata.arcgis.com/

Natural Resources Conservation Service, NRCS:

PLANTS database: https://plants.usda.gov/java/

Web Soil Survey: https://websoilsurvey.nrcs.usda.gov/app/#

Soil Data Access: https://sdmdataaccess.nrcs.usda.gov/

Soil Climate Analysis: https://www.wcc.nrcs.usda.gov/scan/

Risk Management Agency:

National Fact Sheets: https://www.rma.usda.gov/Topics/National-Fact-Sheets

Cover Crop infromation: https://www.rma.usda.gov/Topics/Cover-Crops

Actuarial Information: https://webapp.rma.usda.gov/apps/ActuarialInformationBrowser/Default.aspx

National Agricultural Statistics Service:

Ag Census, Demograpyhics, Crops, etcc. All Data: https://www.nass.usda.gov/Data_and_Statistics/index.php

Commodity Reports: https://www.nass.usda.gov/Publications/

Cropscape: https://nassgeodata.gmu.edu/CropScape/

Annual CDLs: https://www.nass.usda.gov/Research_and_Science/Cropland/Release/index.php

National Agriculture Library:

Food and Nutrient Database: https://ndb.nal.usda.gov/ndb/

Thesaurus & Glossary: https://agclass.nal.usda.gov/about.shtml

Long Term Agricultural Research: https://ltar.nal.usda.gov/

NIFA:

Current ag research: https://cris.nifa.usda.gov/search.html

USGS:

Water data: https://waterdata.usgs.gov/nwis

NASA

Earth observations: https://earthdata.nasa.gov/earth-observation-data

Atmospheric composition, water & energy cycles and climate variability: https://disc.gsfc.nasa.gov/

NWA

Daily precipitation data: https://www.weather.gov/marfc/DailyPrecipitation

Predicted precipitation data: https://water.weather.gov/precip/download.php

External Datasets:

Haug & Ostermann's Crop/Weed Field Image Dataset: https://github.com/cwfid/dataset

ESRI Living Atlas, Geospatial Datasets: https://livingatlas.arcgis.com/en/browse/

UCIrvine's Climate Action Workshop, relevant datasets: https://github.com/strongh/ClimateActionR

A subset of UC Irvine's machine learning datasets related to agriculture

Iris: https://archive.ics.uci.edu/ml/datasets/Iris

Urban Land Cover: https://archive.ics.uci.edu/ml/datasets/Urban+Land+Cover

Leaf: https://archive.ics.uci.edu/ml/datasets/Leaf

Crowdsourced Map: https://archive.ics.uci.edu/ml/datasets/Crowdsourced+Mapping

Mushroom: https://archive.ics.uci.edu/ml/datasets/Mushroom

Leaves of 100 plant species: https://archive.ics.uci.edu/ml/datasets/One-hundred+plant+species+leaves+data+set

USDA Plants: https://archive.ics.uci.edu/ml/datasets/Plants

Wheat kernals: https://archive.ics.uci.edu/ml/datasets/seeds

Soybean (large): https://archive.ics.uci.edu/ml/datasets/Soybean+%28Large%29

Soybean (small): https://archive.ics.uci.edu/ml/datasets/Soybean+%28Small%29

Wilt: https://archive.ics.uci.edu/ml/datasets/Wilt

Yeast: https://archive.ics.uci.edu/ml/datasets/Yeast

Abalone: https://archive.ics.uci.edu/ml/datasets/Abalone

Farm Ads: https://archive.ics.uci.edu/ml/datasets/Farm+Ads