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Eyes in the Sky, Boots on the Ground: Assessing Satellite‐ and Ground‐Based Approaches to Crop Yield Measurement and Analysis

Citations

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Cited by:

  1. Deutschmann, Joshua W. & Duru, Maya & Siegal, Kim & Tjernström, Emilia, 2025. "Relaxing multiple agricultural productivity constraints at scale," Journal of Development Economics, Elsevier, vol. 174(C).
  2. Marshall Burke & Anne Driscoll & David Lobell & Stefano Ermon, 2020. "Using Satellite Imagery to Understand and Promote Sustainable Development," NBER Working Papers 27879, National Bureau of Economic Research, Inc.
  3. Klaus W. Deininger & Daniel Ayalew Ali & Kussul,Nataliia & Lemoine,Guido & Shelestov,Andrii, 2024. "Micro-Level Impacts of the War on Ukraine’s Agriculture Sector : Distinguishing Local and National Effects over Time," Policy Research Working Paper Series 10869, The World Bank.
  4. Kosmowski, Frederic & Chamberlin, Jordan & Ayalew, Hailemariam & Sida, Tesfaye & Abay, Kibrom & Craufurd, Peter, 2021. "How accurate are yield estimates from crop cuts? Evidence from smallholder maize farms in Ethiopia," Food Policy, Elsevier, vol. 102(C).
  5. Merfeld, Joshua D. & Newhouse, David & Weber, Michael & Lahiri, Partha, 2022. "Combining Survey and Geospatial Data Can Significantly Improve Gender-Disaggregated Estimates of Labor Market Outcomes," IZA Discussion Papers 15390, IZA Network @ LISER.
  6. Jovanovic, Nina & Ricker-Gilbert, Jacob, 2023. "Estimating the Direct and Indirect Effects of Improved Seed Adoption on Yields: Evidence from DNA-Fingerprinting, Crop cuts, and Self-Reporting in Ethiopia," 2023 Seventh AAAE/60th AEASA Conference, September 18-21, 2023, Durban, South Africa 365985, African Association of Agricultural Economists (AAAE).
  7. Zhukov, Yuri M., 2023. "Near-real time analysis of war and economic activity during Russia’s invasion of Ukraine," Journal of Comparative Economics, Elsevier, vol. 51(4), pages 1232-1243.
  8. Maryia Bakhtsiyarava & Tim G. Williams & Andrew Verdin & Seth D. Guikema, 2021. "A nonparametric analysis of household-level food insecurity and its determinant factors: exploratory study in Ethiopia and Nigeria," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(1), pages 55-70, February.
  9. Jules Gazeaud & Victor Stephane, 2023. "Productive Workfare? Evidence from Ethiopia's Productive Safety Net Program," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(1), pages 265-290, January.
  10. Thomas Daum & Filippo Capezzone & Regina Birner, 2021. "Using smartphone app collected data to explore the link between mechanization and intra-household allocation of time in Zambia," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 38(2), pages 411-429, June.
  11. Jovanovic, Nina & Ricker-Gilbert, Jacob, 2025. "Estimating the direct and indirect effects of improved seed adoption on yields: Evidence from DNA-fingerprinting, crop cuts, and self-reporting in Ethiopia," Journal of Development Economics, Elsevier, vol. 174(C).
  12. Dang, Hai-Anh & Carleto, Gero & Gourlay, Sydney & Abanokova, Kseniya, 2023. "Addressing Soil Quality Data Gaps with Imputation: Evidence from Ethiopia and Uganda," 2023 Annual Meeting, July 23-25, Washington D.C. 335648, Agricultural and Applied Economics Association.
  13. Cole, Shawn & Harigaya, Tomoko & Killeen, Grady & Krishna, Aparna, 2025. "Using satellites and phones to evaluate and promote agricultural technology adoption: Evidence from smallholder farms in India," Journal of Development Economics, Elsevier, vol. 176(C).
  14. Newhouse David, 2020. "Discussion of “Small area estimation: its evolution in five decades”, by Malay Ghosh," Statistics in Transition New Series, Polish Statistical Association, vol. 21(4), pages 45-50, August.
  15. Aletheia Donald & Gabriel Lawin & Léa Rouanet, 2024. "Gender differences in agricultural productivity in Côte d'Ivoire: Distribution, drivers, and changes over time," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 72(1), pages 77-100, March.
  16. Khodjaev, Shovkat & Bobojonov, Ihtiyor & Kuhn, Lena & Glauben, Thomas, 2026. "An accuracy assessment of satellite-based cotton yield estimation using panel data regression: A case study of Uzbekistan," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 28(3), pages 6799-6830.
  17. Klaus Deininger & Aparajita Goyal, 2024. "Land Policies for Resilient and Equitable Growth in Africa [Des politiques foncières pour une croissance résiliente et équitable en Afrique - Résumé analytique]," World Bank Publications - Books, The World Bank Group, number 41451, April.
  18. Josephson, Anna & Michler, Jeffrey D. & Kilic, Talip & Murray, Siobhan, 2026. "The mismeasure of weather: Using earth observation data for estimation of socioeconomic outcomes," Journal of Development Economics, Elsevier, vol. 178(C).
  19. Anderson, Ellen & Lybbert, Travis J. & Shenoy, Ashish & Singh, Rupika & Stein, Daniel, 2024. "Does survey mode matter? Comparing in-person and phone agricultural surveys in India," Journal of Development Economics, Elsevier, vol. 166(C).
  20. David Wuepper & Wyclife Agumba Oluoch & Hadi Hadi, 2025. "Satellite Data in Agricultural and Environmental Economics: Theory and Practice," Agricultural Economics, International Association of Agricultural Economists, vol. 56(3), pages 493-511, May.
  21. Michler, Jeffrey D. & Al Rafi, Dewan Abdullah & Giezendanner, Jonathan & Josephson, Anna & Pede, Valerien O. & Tellman, Elizabeth, 2026. "Impact evaluations in data-scarce environments: The case of stress-tolerant rice varieties in Bangladesh," Journal of Development Economics, Elsevier, vol. 179(C).
  22. Deininger, Klaus & Ali, Daniel Ayalew & Kussul, Nataliia & Shelestov, Andrii & Lemoine, Guido & Yailimova, Hanna, 2023. "Quantifying war-induced crop losses in Ukraine in near real time to strengthen local and global food security," Food Policy, Elsevier, vol. 115(C).
  23. Jänicke, Clemens & Wesemeyer, Maximilian & Chiarella, Cristina & Lakes, Tobia & Levers, Christian & Meyfroidt, Patrick & Müller, Daniel & Pratzer, Marie & Rufin, Philippe, 2024. "Can we estimate farm size from field size? An empirical investigation of the field size to farm size relationship," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 220.
  24. Klaus W. Deininger & Thea Hilhorst & Zevenbergen,Jaap & Nkurunziza,Emmanuel, 2025. "Capitalizing on Digital Transformation to Enhance the Effectiveness of Property Institutions : Conceptual Background and Evidence from 85 Countries," Policy Research Working Paper Series 11100, The World Bank.
  25. Matthieu Stigler & Apratim Dey & Andrew Hobbs & David Lobell, 2022. "With big data come big problems: pitfalls in measuring basis risk for crop index insurance," Papers 2209.14611, arXiv.org.
  26. Peterson-Wilhelm, Bailey & Schwab, Benjamin, 2024. "How does recall bias in farm labor impact separability tests?," Food Policy, Elsevier, vol. 128(C).
  27. Anna Josephson & Jeffrey D. Michler & Talip Kilic & Siobhan Murray, 2024. "The Mismeasure of Weather: Using Remotely Sensed Earth Observation Data in Economic Context," Papers 2409.07506, arXiv.org.
  28. Daniel P. Bigelow & Margaret Jodlowski, 2026. "Nonclassical measurement error in farmland markets with implications for Ricardian analysis," American Journal of Agricultural Economics, John Wiley & Sons, vol. 108(2), pages 599-629, March.
  29. Abay, Kibrom A. & Ayalew, Hailemariam & Terfa, Zelalem & Karugia, Joseph & Breisinger, Clemens, 2025. "How good are livestock statistics in Africa? Can nudging and direct counting improve the quality of livestock asset data?," Journal of Development Economics, Elsevier, vol. 176(C).
  30. GIBSON, John & ZHANG, Xiaoxuan & PARK, Albert & YI, Jiang & XI, Li, 2024. "Remotely measuring rural economic activity and poverty : Do we just need better sensors?," CEI Working Paper Series 2023-08, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
  31. Jeffrey D. Michler & Anna Josephson & Talip Kilic & Siobhan Murray, 2020. "Estimating the Impact of Weather on Agriculture," Papers 2012.11768, arXiv.org, revised Oct 2021.
  32. He, Xi, 2023. "Dams, cropland productivity, and economic development in China," China Economic Review, Elsevier, vol. 81(C).
  33. Jeffrey D. Michler & Dewan Abdullah Al Rafi & Jonathan Giezendanner & Anna Josephson & Valerien O. Pede & Elizabeth Tellman, 2024. "Impact Evaluations in Data Poor Settings: The Case of Stress-Tolerant Rice Varieties in Bangladesh," Papers 2409.02201, arXiv.org, revised Jul 2025.
  34. Chaoran Chen & Diego Restuccia & Raül Santaeulàlia-Llopis, 2023. "Land Misallocation and Productivity," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(2), pages 441-465, April.
  35. Hailemariam Ayalew & Jordan Chamberlin & Carol Newman & Kibrom A. Abay & Frederic Kosmowski & Tesfaye Sida, 2024. "Revisiting the size–productivity relationship with imperfect measures of production and plot size," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(2), pages 595-619, March.
  36. Gao, Zitian & Guo, Danlu & Ryu, Dongryeol & Western, Andrew W., 2025. "Benchmarking farm-level cotton water productivity using on-farm irrigation measurements and remotely sensed yields," Agricultural Water Management, Elsevier, vol. 311(C).
  37. Hope Michelson, 2025. "Navigating the Measurement Frontier: New Insights Into Small Farm Realities," Agricultural Economics, International Association of Agricultural Economists, vol. 56(3), pages 526-542, May.
  38. Pelletier, Johanne & Korb, Mira & Alemu, Solomon & Yonis, Manex B. & Lybbert, Travis J. & Stigler, Matthieu, 2026. "Causal Inference with Predicted Outcomes: Correcting prediction error bias in satellite-based impact evaluation," Journal of Development Economics, Elsevier, vol. 179(C).
  39. Helfand, Steven M. & Taylor, Matthew P.H., 2021. "The inverse relationship between farm size and productivity: Refocusing the debate," Food Policy, Elsevier, vol. 99(C).
  40. Newhouse,David Locke, 2023. "Small Area Estimation of Poverty and Wealth Using Geospatial Data : What Have We Learned SoFar ?," Policy Research Working Paper Series 10512, The World Bank.
  41. Sydney Gourlay & Talip Kilic, 2023. "Is dirt cheap? The economic costs of failing to meet soil health requirements on smallholder farms," Agricultural Economics, International Association of Agricultural Economists, vol. 54(6), pages 793-818, November.
  42. Gao, Zitian & Guo, Danlu & Ryu, Dongryeol & Western, Andrew W., 2024. "An integrated approach for multi-year irrigation benchmarking using satellites, surveys and on-farm measured data," Agricultural Water Management, Elsevier, vol. 302(C).
  43. Matthieu Stigler & David Lobell, 2024. "Optimal index insurance and basis risk decomposition: an application to Kenya," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(1), pages 306-329, January.
  44. Christopher B. Barrett, 2021. "Overcoming Global Food Security Challenges through Science and Solidarity," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 422-447, March.
  45. Bloem, Jeffrey R. & Lundberg, Clark, 2026. "Agricultural technology adoption and deforestation: Evidence from a randomized control trial," Journal of Development Economics, Elsevier, vol. 178(C).
  46. Cisse, Abdoulaye & de Janvry, Alain & Ferguson, Joel & Gonzalez-Navarro, Marco & Mbaye, Samba & Sadoulet, Elisabeth & Syll, Mame Mor Anta, 2026. "Irrigation infrastructure and satellite-measured land cultivation impacts: Evidence from the Senegal river valley," Journal of Development Economics, Elsevier, vol. 179(C).
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