Dalberg Data Insights Crop Type Uganda

https://doi.org/10.34911/rdnt.eii04x

crop type segmentation sentinel-2

Description

This dataset contains crop types and field boundaries along with other metadata collected in a campaign run by Dalberg Data Insights in the end of September 2017, as close as possible to the harvest period of 2017. GeoODKapps were used to collect approximately four points per field to get widest coverage during two field campaigns.

Post ground data collection, Radiant Earth Foundation conducted a quality control of the polygons using Sentinel-2 imagery of the growing season as well as Google basemap imagery, and removed several polygons that overlapped with infrastructure or built-up areas. Finally, ground reference polygons were matched with corresponding time series data from Sentinel-2 satellites (listed in the source imagery property of each label item).

Documentation

https://radiant-mlhub.s3-us-west-2.amazonaws.com/african-crops-01/Uganda_Documentation.pdf

Citation

Bocquet, C., & Dalberg Data Insights. (2019) "Dalberg Data Insights Uganda Crop Classification", Version 1.0, Radiant MLHub. [Date Accessed] https://doi.org/10.34911/RDNT.EII04X

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Usage Examples

Tutorials

STAC Collections

  • Description
    Crop Type Labels
    Resource type
    Labels
    Collection ID
    ref_african_crops_uganda_01
    License
    CC-BY-4.0
  • Description
    Source Imagery
    Resource type
    Source Imagery
    Collection ID
    ref_african_imagery_01
    License
    CC-BY-4.0

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