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Ramírez Villegas, JuliánJiménez, DanielLougee, Robin[Data-driven farming proves fertile ground for O.R.: How CGIAR and CIAT are helping to bridge the human capital divide and grow the digital revolution in the developing world’s agriculture industry.]Data-driven farming proves fertile ground for O.R.: How CGIAR and CIAT are helping to bridge the human capital divide and grow the digital revolution in the developing world’s agriculture industry.

The Colombian Ministry of Agriculture Colombia, an international research center and a national farmers’ organization developed a data-driven agricultural program that: (i) compiles information from multiple sources; (ii) interprets that data; and (iii) presents the knowledge to farmers through t...


Jiménez, DanielDelerce, SylvainDorado, Hugo AndresCock, JamesMuñoz, Luis ArmandoAgamez, AlejandroJarvis, Andy[A scalable scheme to implement data-driven agriculture for small-scale farmers]A scalable scheme to implement data-driven agriculture for small-scale farmers

Agriculture research uses “recommendation domains” to develop and transfer crop management practices adapted to specific contexts. The scale of recommendation domains is large when compared to individual production sites and often encompasses less environmental variation than farmers manage. Farm...


Jiménez, DanielDorado, Hugo AndresCock, James H.Prager, Steven D.Delerce, Sylvain JeanGrillon, AlexandreAndrade Bejarano, MercedesBenavides, HectorJarvis, Andy[From observation to information: data-driven understanding of on farm yield variation]From observation to information: data-driven understanding of on farm yield variation

Seasonal and inter-annual climate variability have become important issues for farmers, and climate change has been shown to increase them. Simultaneously farmers and agricultural organizations are increasingly collecting observational data about in situ crop performance. Agriculture thus needs n...


Delerce, Sylvain JeanDorado, Hugo AndresGrillon, AlexandreRebolledo, María CamilaPrager, Steven D.Patiño, Victor HugoGarcés Varón, GabrielJiménez, Daniel[Assessing weather-yield relationships in rice at local scale using data mining approaches]Assessing weather-yield relationships in rice at local scale using data mining approaches

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