ESTIMATION CROP PHYSICAL PARAMETERS FROM UAV RGB IMAGERY AND DEEP LEARNING Maria Polinova , Keren Salinas, Anna Brook Spectroscopy and Remote Sensing Laboratory, The Department of Geography and Environmental Studies, University of Haifa, Israel Department of Geography and Environmental Studies
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ESTIMATION CROP PHYSICAL PARAMETERS FROM UAV RGB …€¦ · Crop1 –1.30 m Crop2 –1.41m Crop3 –1.36m Crop4 –1.36m Crop5 –1.64 m Crop6 –1.59m Crop7 –1.46m Crop8 –0.90m
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ESTIMATION CROP PHYSICAL PARAMETERS FROM UAV RGB IMAGERY AND DEEP LEARNING
Maria Polinova, Keren Salinas, Anna Brook
Spectroscopy and Remote Sensing Laboratory, The Department of Geography and Environmental Studies, University of Haifa, Israel
Department of Geography and Environmental Studies
Irrigation management
Inputs
Crop
Field parameters
Weather
Irrigation schedule
Field feedback (crop parameters)
Crop growth guides
Study Area
Data collectionOceanOptics USB4000-VIS-NIR
DJI Phantom 4 Professional Flight planning Image processing Orthophotomosaic
Point measurements (20-50 per plant) Spectra 400-1000nm (accuracy 1nm)