Documents & Reports
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Micro-Level Impacts of the War on Ukraine’s Agriculture Sector : Distinguishing Local and National Effects over Time (English)
This paper uses remotely sensed and farm-level data to assess the micro-level impacts of the war in Ukraine. Remotely sensed, high-resolution data on areas of war-induced agricultural field damage in different...
Document Type: Policy Research Working Paper Report No.: WPS10869 Document Date: August 19, 2024 Disclosure Status: Disclosed Author: Klaus W. Deininger,Daniel Ayalew Ali,Kussul,Nataliia,Lemoine,Guido,Shelestov,Andrii
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Quantifying War-Induced Crop Losses in Ukraine in Near Real Time to Strengthen Local and Global Food Security (English)
This paper uses a 4-year panel (2019–2022) of 10,125 village councils in Ukraine to estimate direct and indirect effects of the war started by Russia on area and expected yield of winter crops. Satellite...
Document Type: Policy Research Working Paper Report No.: WPS10123 Document Date: July 7, 2022 Disclosure Status: Disclosed Author: Deininger,Klaus W.,Ali,Daniel Ayalew,Kussul,Nataliia,Shelestov,Andrii,Lemoine,Guido,Yailimova,Hanna
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Using Machine Learning to Assess Yield Impacts of Crop Rotation : Combining Satellite and Statistical Data for Ukraine (English)
To overcome the constraints for policy and practice posed by limited availability of data on crop rotation, this paper applies machine learning to freely available satellite imagery to identify the rotational...
Document Type: Policy Research Working Paper Report No.: WPS9306 Document Date: June 29, 2020 Disclosure Status: Disclosed Author: Deininger,Klaus W.,Ali,Daniel Ayalew,Kussul,Nataliia,Lavreniuk,Mykola,Nivievskyi,Oleg