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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. 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.
  2. 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).
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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).
  8. 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).
  9. 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.
  10. 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).
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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).
  16. 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.
  17. 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.
  18. 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).
  19. 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.
  20. 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," Agricultural Systems, Elsevier, vol. 220(C).
  21. 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.
  22. 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.
  23. He, Xi, 2023. "Dams, cropland productivity, and economic development in China," China Economic Review, Elsevier, vol. 81(C).
  24. 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.
  25. 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).
  26. 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.
  27. 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).
  28. 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.
  29. 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.
  30. 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.
  31. 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).
  32. 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).
  33. 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.
  34. 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).
  35. 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).
  36. 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.
  37. 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.
  38. 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).
  39. 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).
  40. 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.
  41. 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.
  42. 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.
  43. 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).
  44. 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).
  45. 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.
  46. Peterson-Wilhelm, Bailey & Schwab, Benjamin, 2024. "How does recall bias in farm labor impact separability tests?," Food Policy, Elsevier, vol. 128(C).
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