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Generating plausible crop distribution maps for Sub-Saharan Africa using a spatially disaggregated data fusion and optimization approach

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Cited by:

  1. Tomaso Ceccarelli & Manuel Winograd & Pedro Andres Garzon Delvaux & Steven Hoek & Sergio Gomez y Paloma, 2019. "Human appropriation of net primary production of Sahel ecosystems under a changing climate to 2050: Food security and resource-use balance in the Sahel," JRC Research Reports JRC108643, Joint Research Centre.
  2. Kiselev, Sergey & Romashkin, Roman & Nelson, Gerald C. & Mason-D'Croz, Daniel & Palazzo, Amanda, 2013. "Russia's food security and climate change: Looking into the future," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 7, pages 1-66.
  3. António Xavier & Maria Belem Freitas & Maria do Socorro Rosário & Rui Fragoso, 2016. "Disaggregating Statistical Data at Field Level: An Entropy Approach," CEFAGE-UE Working Papers 2016_06, University of Evora, CEFAGE-UE (Portugal).
  4. Ulimwengu, John & Funes, Jose & Headey, Derek & You, Liangzhi, 2009. "Paving the way for development?: The impact of transport infrastructure on agricultural production and poverty reduction in the Democratic Republic of Congo," IFPRI discussion papers 944, International Food Policy Research Institute (IFPRI).
  5. Johnson, Michael E. & Takeshima, Hiroyuki & Gyimah-Brempong, Kwabena, 2013. "Assessing the potential and policy alternatives for achieving rice competitiveness and growth in Nigeria:," IFPRI discussion papers 1301, International Food Policy Research Institute (IFPRI).
  6. Ebrahim Jahanshiri & Nur Marahaini Mohd Nizar & Tengku Adhwa Syaherah Tengku Mohd Suhairi & Peter J. Gregory & Ayman Salama Mohamed & Eranga M. Wimalasiri & Sayed N. Azam-Ali, 2020. "A Land Evaluation Framework for Agricultural Diversification," Sustainability, MDPI, vol. 12(8), pages 1-19, April.
  7. Johnson, Michael E. & Benin, Samuel & You, Liangzhi & Diao, Xinshen & Chilonda, Pius & Kennedy, Adam, 2014. "Exploring strategic priorities for regional agricultural research and development investments in southern Africa:," IFPRI discussion papers 1318, International Food Policy Research Institute (IFPRI).
  8. Yu, Qiangyi & Wu, Wenbin & Verburg, Peter H. & van Vliet, Jasper & Yang, Peng & Zhou, Qingbo & Tang, Huajun, 2013. "A survey-based exploration of land-system dynamics in an agricultural region of Northeast China," Agricultural Systems, Elsevier, vol. 121(C), pages 106-116.
  9. Dube, Sikhalazo & Scholes, Robert J. & Nelson, Gerald C. & Mason-D'Croz, Daniel & Palazzo, Amanda, 2013. "South African food security and climate change: Agriculture futures," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 7, pages 1-54.
  10. Ye, Liming & Tang, Huajun & Wu, Wenbin & Yang, Peng & Nelson, Gerald C. & Mason-D'Croz, Daniel & Palazzo, Amanda, 2014. "Chinese food security and climate change: Agriculture futures," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 8, pages 1-39.
  11. Elizabeth Bryan & Claudia Ringler & Barrack Okoba & Jawoo Koo & Mario Herrero & Silvia Silvestri, 2013. "Can agriculture support climate change adaptation, greenhouse gas mitigation and rural livelihoods? insights from Kenya," Climatic Change, Springer, vol. 118(2), pages 151-165, May.
  12. Xie, Hua & You, Liangzhi & Wielgosz, Benjamin & Ringler, Claudia, 2014. "Estimating the potential for expanding smallholder irrigation in Sub-Saharan Africa," Agricultural Water Management, Elsevier, vol. 131(C), pages 183-193.
  13. Rodrigues, Joao & Thurlow, James & Landman, Willem & Ringler, Claudia & Robertson, Richard D. & Zhu, Tingju, 2016. "The economic value of seasonal forecasts stochastic economywide analysis for East Africa:," IFPRI discussion papers 1546, International Food Policy Research Institute (IFPRI).
  14. Aurbacher, Joachim & Dabbert, Stephan, 2011. "Generating crop sequences in land-use models using maximum entropy and Markov chains," Agricultural Systems, Elsevier, vol. 104(6), pages 470-479, July.
  15. António Xavier & Rui Fragoso & Maria Belém Costa Freitas & Maria Socorro Rosário, 2019. "An Approach Using Entropy and Supervised Classifications to Disaggregate Agricultural Data at a Local Level," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(4), pages 763-779, December.
  16. António Xavier & Rui Fragoso & Maria De Belém Costa Freitas & Maria Do Socorro Rosário & Florentino Valente, 2018. "A Minimum Cross-Entropy Approach to Disaggregate Agricultural Data at the Field Level," Land, MDPI, vol. 7(2), pages 1-16, May.
  17. Jean-François Maystadt & Margherita Calderone & Liangzhi You, 2015. "Local warming and violent conflict in North and South Sudan," Journal of Economic Geography, Oxford University Press, vol. 15(3), pages 649-671.
  18. Neumann, Kathleen & Stehfest, Elke & Verburg, Peter H. & Siebert, Stefan & Müller, Christoph & Veldkamp, Tom, 2011. "Exploring global irrigation patterns: A multilevel modelling approach," Agricultural Systems, Elsevier, vol. 104(9), pages 703-713.
  19. Hodjo, Manzamasso & Dalton, Timothy & Nakelse, Tebila, 2021. "Cereal Land Allocation Under Weather and Price Uncertainties in West Africa," 2021 Conference, August 17-31, 2021, Virtual 315177, International Association of Agricultural Economists.
  20. Komarek, Adam M. & Kwon, Hoyoung & Haile, Beliyou & Thierfelder, Christian & Mutenje, Munyaradzi J. & Azzarri, Carlo, 2019. "From plot to scale: ex-ante assessment of conservation agriculture in Zambia," Agricultural Systems, Elsevier, vol. 173(C), pages 504-518.
  21. Johnson, M., 2014. "Exploring strategic priorities for regional agricultural research and development investments in Southern Africa," IWMI Working Papers H046297, International Water Management Institute.
  22. You, Liangzhi & Wood, Stanley & Wood-Sichra, Ulrike & Wu, Wenbin, 2014. "Generating global crop distribution maps: From census to grid," Agricultural Systems, Elsevier, vol. 127(C), pages 53-60.
  23. Atsushi Iimi & Liangzhi You & Ulrike Wood-Sichra, 2020. "Spatial Autocorrelation Panel Regression: Agricultural Production and Transport Connectivity," Networks and Spatial Economics, Springer, vol. 20(2), pages 529-547, June.
  24. Weidong Ma & Wei Jia & Yuantao Zhou & Fenggui Liu & Jing’ai Wang, 2022. "Prediction of Suitable Future Natural Areas for Highland Barley on the Qinghai-Tibet Plateau under Representative Concentration Pathways (RCPs)," Sustainability, MDPI, vol. 14(11), pages 1-21, May.
  25. Takle, Eugene S. & Gustafson, David & Beachy, Roger & Neslon, Gerald C. & Mason-D'Croz, Daniel & Palazzo, Amanda, 2013. "US food security and climate change: Agricultural futures," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 7, pages 1-41.
  26. Leah M. Mungai & Joseph P. Messina & Sieglinde Snapp, 2020. "Spatial Pattern of Agricultural Productivity Trends in Malawi," Sustainability, MDPI, vol. 12(4), pages 1-22, February.
  27. Araneda-Cabrera, Ronnie J. & Bermúdez, María & Puertas, Jerónimo, 2021. "Assessment of the performance of drought indices for explaining crop yield variability at the national scale: Methodological framework and application to Mozambique," Agricultural Water Management, Elsevier, vol. 246(C).
  28. Tran, Dat Q. & Kurkalova, Lyubov A., 2017. "Testing for complementarity between the use of continuous no-till and cover crops: an application of Entropy approach," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 259149, Agricultural and Applied Economics Association.
  29. Van Dijk, M. & You, L. & Havlik, P. & Palazzo, A. & Mosnier, A., 2018. "Generating high-resolution national crop distribution maps: Combining statistics, gridded data and surveys using an optimization approach," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 276038, International Association of Agricultural Economists.
  30. Robinson, Nathaniel P. & Cox, Cindy M. & Koo, Jawoo, 2016. "Harnessing net primary productivity data for monitoring sustainable development of agriculture," IFPRI discussion papers 1584, International Food Policy Research Institute (IFPRI).
  31. Ran Wang & Yao Jiang & Peng Su & Jing’ai Wang, 2019. "Global Spatial Distributions of and Trends in Rice Exposure to High Temperature," Sustainability, MDPI, vol. 11(22), pages 1-53, November.
  32. Hendriks, C.M.J. & Stoorvogel, J.J. & Claessens, L., 2016. "Exploring the challenges with soil data in regional land use analysis," Agricultural Systems, Elsevier, vol. 144(C), pages 9-21.
  33. Jalilov, Shokhrukh-Mirzo & Rahman, Wakilur & Palash, Salauddin & Jahan, Hasneen & Mainuddin, Mohammed & Ward, Frank A., 2022. "Exploring strategies to control the cost of food security: Evidence from Bangladesh," Agricultural Systems, Elsevier, vol. 196(C).
  34. Anderson, Weston & You, Liangzhi & Wood, Stanley & Wood-Sichra, Ulrike & Wu, Wenbin, 2014. "A comparative analysis of global cropping systems models and maps:," IFPRI discussion papers 1327, International Food Policy Research Institute (IFPRI).
  35. Yu, Bingxin & Guo, Zhe, 2015. "Measurement of agricultural productivity in Africa south of Sahara: A spatial typology application:," IFPRI discussion papers 1410, International Food Policy Research Institute (IFPRI).
  36. Iimi,Atsushi & You,Liangzhi & Wood-Sichra,Ulrike & Humphrey,Richard Martin, 2015. "Agriculture production and transport infrastructure in east Africa : an application of spatial autoregression," Policy Research Working Paper Series 7281, The World Bank.
  37. Olayide, Olawale E. & Sangare, Saadatou A. & Koo, Jawoo & Xie, Hua, 2020. "Targeting Small-Scale Irrigation Investments using Agent-Based Modeling: Case Studies in Mali and Niger," Discussion Papers 305676, University of Bonn, Center for Development Research (ZEF).
  38. Johnson, David M., 2013. "A 2010 map estimate of annually tilled cropland within the conterminous United States," Agricultural Systems, Elsevier, vol. 114(C), pages 95-105.
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