Ensemble machine-learning-based framework for estimating total nitrogen concentration in water using drone-borne hyperspectral imagery of emergent plants: A case study in an arid oasis, NW China
Jingzhe Wang, Tiezhu Shi, Danlin Yu, Dexiong Teng, Xiangyu Ge, Zipeng Zhang, Xiaodong Yang, Hanxi Wang, Guofeng Wu
Topics & Concepts
Hyperspectral imagingAridWater qualityPartial least squares regressionEnvironmental scienceDroneRandom forestArtificial intelligenceEvapotranspirationComputer scienceRemote sensingMachine learningEcologyGeographyBotanyBiologyRemote Sensing in AgricultureRemote-Sensing Image ClassificationWater Quality Monitoring Technologies