Estimation of water quality variables based on machine learning model and cluster analysis-based empirical model using multi-source remote sensing data in inland reservoirs, South China
Di Tian, Xinfeng Zhao, Lei Gao, Zuobing Liang, Zaizhi Yang, Pengcheng Zhang, Qirui Wu, Kun Ren, Rui Li, Chenchen Yang, Shaoheng Li, Meng Wang, Zhidong He, Zebin Zhang, Jianyao Chen
Topics & Concepts
Multispectral imageWater qualitySupport vector machineGradient boostingRemote sensingComputer scienceThematic MapperEnvironmental scienceEmpirical modellingArtificial neural networkRandom forestCluster analysisSatellite imageryArtificial intelligenceGeographyEcologyBiologyProgramming languageMarine and coastal ecosystemsAquatic Ecosystems and Phytoplankton DynamicsWater Quality and Pollution Assessment