Add features for more sophisticated sampling for CEO projects

nasaharvest / crop-mask

End-to-end workflow for generating high resolution cropland maps

Apache License 2.0

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Add features for more sophisticated sampling for CEO projects #343

Closed hannah-rae closed 8 months ago

hannah-rae commented 8 months ago

Goals of this PR are to:

[x] Use GADM shapefiles instead of Natural Earth, which also allows admin2 ROIs to be specified
[x] Enable stratification by admin zone instead of always dissolving boundary

Possible additional features:

[ ] Add feature for stratification by land cover from existing cropland/land cover map from GEE (e.g., GLAD cropland map)
[ ] Add feature to stratification by agreement levels between multiple existing cropland/land cover maps (e.g., from strata defined by the legend in Fig. 2 of this paper)

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hannah-rae commented 8 months ago

@ivanzvonkov To simplify this PR I think it might be best to save the "Possible additional features" for a different PR, since I'm not sure if I will get to that within the next couple of days. Let me know what you think!

ivanzvonkov commented 8 months ago

@ivanzvonkov To simplify this PR I think it might be best to save the "Possible additional features" for a different PR, since I'm not sure if I will get to that within the next couple of days. Let me know what you think!

Sounds good!