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field-delineation.yaml
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field-delineation.yaml
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Name: Field Delineation
BYOAID: field-delineation
Description: |
An algorithm for automatic delineation of agricultural field boundaries from Sentinel-2 imagery.
The main part of the algorithm is an advanced pre-trained machine learning model. It was trained on multiple locations throughout Europe for a time interval from March to August.
The algorithm is an improved version of the one developed for [NIVA project](https://www.niva4cap.eu/). More information about the process is available in a [blog post](https://medium.com/sentinel-hub/parcel-boundary-detection-for-cap-2a316a77d2f6) and in a recording of a [webinar](https://www.youtube.com/watch?v=czRCApJCYIo).
To run the field delineation process, navigate to [EDC Browser](https://browser.eurodatacube.com/?zoom=6&lat=47.44295&lng=10.71167&algorithm=field-delineation),
select the required input parameters and follow the check-out wizard to complete your order. Produced data will be uploaded directly into your JupyterLab environment on EDC.
AdditionalInfoExternal:
Title: Pricing
Path: field-delineation/PRICING.md
Image: field-delineation/thumbnail.png
Explore: "[Run algorithm in EDC Browser](https://browser.eurodatacube.com/?zoom=6&lat=47.44295&lng=10.71167&algorithm=field-delineation)"
GeographicalCoverage: Global coverage but intended for areas with agricultural fields
TemporalAvailability: |
January 2016 - ongoing
UpdateFrequency: On-demand
Attributes:
Table:
Columns:
- Name: Name
Title: Name
- Name: Description
Title: Description
- Name: Type
Title: Type
Rows:
- Name: aoi
Description: Area of interest
Type: Polyon or bounding box
- Name: time_interval
Description: A time range of Sentinel-2 data to process
Type: String
- Name: maxcc
Description: Maximum cloud coverage of Sentinel-2 data.
Type: Float from interval `[0, 1]`
ProducedResults:
Table:
Columns:
- Name: Name
Title: Name
- Name: Description
Title: Description
Rows:
- Name: results.gpkg
Description: A Geopackage containing delineated polygons of fields from selected AOI. Polygons are projected to WGS84 coordinate reference system.
Pricing: |
Prices are defined based on amount of data required to process. Check [here](https://collections.eurodatacube.com/field-delineation/pricing.html) for more info about pricing and restrictions.
License: "[Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/). Attribution: Contains modified Copernicus Sentinel data (year) processed by Sentinel Hub"
Contact: https://forum.sentinel-hub.com/c/euro-data-cube/
Provider: "[Sentinel Hub](https://www.sentinel-hub.com/)"
ManagedBy: "[Sentinel Hub](https://www.sentinel-hub.com/)"
Tags:
- field delineation
- on-demand
- sentinel hub
- derived data
- sentinel-2
Resources: []
RegistryEntryAdded: "2022-07-29"
RegistryEntryLastModified: "2022-07-29"