Picture-Based Insurance tools for improved risk management for the poor

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CGIAR Platform for Big Data in Agriculture. 2020. Picture-Based Insurance tools for improved risk management for the poor. Reported in Platform for Big Data in Agriculture Annual Report 2020. Innovations.

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Picture-based insurance was adopted by several insurance institutions and programs: HDFC ERGO General Insurance (India), Dvara E-Registry (India), Mahalanobis National Crop Forecast Center (India), ACRE Africa (Kenya), R4 Rural Resilience Initiative (Ethiopia), Centre for Agriculture and Bioscience International (India and Kenya).

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