Improving water status prediction of winter wheat using multi-source data with machine learning
Bo Shi, Yifan Yuan, Tingxuan Zhuang, Xuan Xu, Urs Schmidhalter, Syed Tahir Ata-Ul-Karim, Ben Zhao, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao
Topics & Concepts
Hyperspectral imagingCanopyEnvironmental scienceIrrigationFeature selectionGrowing seasonWater contentCorrelation coefficientIrrigation schedulingAgronomyMathematicsSoil waterSoil scienceRemote sensingStatisticsMachine learningComputer scienceGeotechnical engineeringBiologyEcologyEngineeringGeologyRemote Sensing in AgricultureHorticultural and Viticultural ResearchLeaf Properties and Growth Measurement