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Agriculture, whether in the Corn Belt of the United States, the massive rice producing areas of Southeast Asia, or the bean harvest of a smallholder producer in Central America, is the basis for feeding the world. Agriculture systems are highly complex and heterogeneous in both space and time. Th...


Prager, Steven D.[DA-01 - Geographic Information Science & Technology in Agriculture]DA-01 - Geographic Information Science & Technology in Agriculture

This paper presents the integration of an UAV for the autonomous monitoring of rice crops. The system integrates image processing and machine learning algorithms to analyze multispectral aerial imagery. Our approach calculates 8 vegetation indices from the images at each stage of rice growth: veg...


Devia, Carlos AndresRojas Bustos, Juan PabloPetro, Eliel E.Mondragon, Iván FernandoPatino, D.Rebolledo, C.Colorado, Julian[Aerial Monitoring of Rice Crop Variables using an UAV Robotic System]Aerial Monitoring of Rice Crop Variables using an UAV Robotic System
Satizábal, HFBarreto Sáenz, MAJiménez, DPérez Uribe, A.Cock, James H.[Enhancing decision-making processes of small farmers in tropical crops by means of machine learn]Enhancing decision-making processes of small farmers in tropical crops by means of machine learn
Oberthür, ThomasCock, James H.Andersson, Meike S.Naranjo Mafla, Rosa NoheliaCastañeda, DaríoBlair, Matthew W.[Acquisition of low altitude digital imagery for local monitoring and management of genetic resources]Acquisition of low altitude digital imagery for local monitoring and management of genetic resources

Part II analyses approach C experiments. Field-scale experiments were applied to four wheat fields in the Western Australian wheat belt. Different experimental designs were used two two-dimensional sine-waves, a chequerboard, and a two-factor strip arrangement. In each experiment, the yield assoc...


Pringle, MJMcBratney, AB[Field-scale experiments for site-specific crop Management. Part II: A Geostatistical analysis]Field-scale experiments for site-specific crop Management. Part II: A Geostatistical analysis

This is a two-part paper concerned with the role of field-scale experiments in site-specific crop management (SSCM). Part I is a general introduction to experimental design for SSCM, while Part II focuses on applied analysis. All references are listed at the end of Part II. In Part I, we list the...


Pringle, MJCook, Simon E.McBratney, AB[Field-scale experiments for site-specific crop Management. Part I: Design considerations]Field-scale experiments for site-specific crop Management. Part I: Design considerations
Pampolino, Mirasol F.Witt, ChristianPasuquin, Julie MaeJohnston, AdrianFisher, Myles J.[Development approach and evaluation of the Nutrient Expert software for nutrient management in cereal crops]Development approach and evaluation of the Nutrient Expert software for nutrient management in cereal crops

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