Estimation of soil moisture content under high maize canopy coverage from UAV multimodal data and machine learning
Minghan Cheng, Xiyun Jiao, Yadong Liu, Mingchao Shao, Xun Yu, Yi Bai, Zixu Wang, Siyu Wang, Nuremanguli Tuohuti, Shuaibing Liu, Lei Shi, Dameng Yin, Xiao Huang, Chenwei Nie, Xiuliang Jin
Topics & Concepts
Multispectral imageMean squared errorPrecision agricultureWater contentCanopySensor fusionRemote sensingArtificial neural networkComputer scienceRGB color modelArtificial intelligenceRandom forestMachine learningEnvironmental scienceMathematicsStatisticsEngineeringGeographyAgricultureGeotechnical engineeringArchaeologySoil Moisture and Remote SensingRemote Sensing in AgricultureSoil Geostatistics and Mapping