Enhancing precision of root-zone soil moisture content prediction in a kiwifruit orchard using UAV multi-spectral image features and ensemble learning
Shidan Zhu, Ningbo Cui, Li Guo, Huaan Jin, Xiuliang Jin, Shouzheng Jiang, Zongjun Wu, Min Lv, Fei Chen, Quanshan Liu, Mingjun Wang
Topics & Concepts
Water contentOrchardDNS root zoneEnsemble learningEnvironmental scienceSoil scienceArtificial intelligenceContent (measure theory)Remote sensingComputer scienceComputer visionSoil waterMathematicsGeologyAgronomyGeotechnical engineeringBiologyMathematical analysisRemote Sensing in AgricultureSmart Agriculture and AISpectroscopy and Chemometric Analyses