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 Andres
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Rojas Bustos, Juan Pablo
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Petro, Eliel E.
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Mondragon, Iván Fernando
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Patino, D.
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Rebolledo, C.
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Colorado, Julian
,
[Aerial Monitoring of Rice Crop Variables using an UAV Robotic System]
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Aerial Monitoring of Rice Crop Variables using an UAV Robotic System
Oberthür, Thomas
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Cock, James H.
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Andersson, Meike S.
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Naranjo Mafla, Rosa Nohelia
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Castañeda, Darío
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Blair, Matthew W.
,
[Acquisition of low altitude digital imagery for local monitoring and management of genetic resources]
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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, MJ
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McBratney, AB
,
[Field-scale experiments for site-specific crop Management. Part II: A Geostatistical analysis]
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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, MJ
,
Cook, Simon E.
,
McBratney, AB
,
[Field-scale experiments for site-specific crop Management. Part I: Design considerations]
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Field-scale experiments for site-specific crop Management. Part I: Design considerations
Pampolino, Mirasol F.
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Witt, Christian
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Pasuquin, Julie Mae
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Johnston, Adrian
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Fisher, Myles J.
,
[Development approach and evaluation of the Nutrient Expert software for nutrient management in cereal crops]
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Development approach and evaluation of the Nutrient Expert software for nutrient management in cereal crops