Name: Remotely sensed and administrative data to assess war-induced damage to agricultural cultivation in Ukraine
Creator: World Bank Group

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Link to working paper

JDE-version reproducibility package

Metadata

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Data

Working paper reproducibility package

Link to the journal article (JDE)

Ukraine

The dataset contains&nbsp;raw data and sources that will be used to reproduce the results—including descriptive and regression tables and figures—from both the working paper and JDE version of the paper titled “Using (free) remotely sensed data to assess war-induced damage to agricultural cultivation: Evidence from Ukraine”.&nbsp;Specifically, it includes: (i) crop cover raster and textual data at the village level; (ii) conflict indicators compiled from public sources and hand labeling of using high resolution satellite imagery and machine learning; and (iii) weather, distance to roads and gridded population data aggregated at the village level.