Crop Types in Central Asia

crop type ground truth machine learning mlhub-label open data raster

Description

This dataset collection provides crop type dataset for consistent land cover classification in Central Asia. 8,196 samples were collected between 2015 and 2018, 213 in 2011 and 26 in 2008. The data compiles samples for 40 crop types and is dominated by cotton (40%) and wheat, (25%). The data went through validation process using expert knowledge and remote sensing data and relied on transferable, open-source workflows that will assure the consistency of future sampling campaigns. This dataset (crop type information) is essential to understand the spatial distribution of water usage and anticipate the risk of water scarcity and the consequent danger of food insecurity especially to arid regions such as the Aral Sea Basin (ASB), Central Asia, where agriculture relies heavily on irrigation. More information can be found in the documentation page Source Cooperative.

Additional info

Additional info

Resolution

10m

Geographical coverage

(37.42°, 60.20°, 41.83°, 72.35°)

Temporal availability

14 July 2008 - 25 June 2018

Update Frequency

Static data

Band Information

NameDescription
cropmajor crop type
seasonseason of the crop

License

CC BY 4.0

Provider

Radiant Earth

Managed By

Sentinel Hub

See all datasets managed by Sentinel Hub.

Contact

ml@radiant.earth

Usage Examples

Publications

    Sentinel Hub Resources

  • End point
    https://services.sentinel-hub.com
    Type
    byoc-0baca295-e267-42b1-b535-fe899259f791
    collectionId
    0baca295-e267-42b1-b535-fe899259f791
    Notes
    Collected crop types from 8,196 samples between 2015 and 2018, 213 in 2011 and 26 in 2008 in Uzbekistan and Tajikistan.

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