Water quality monitoring in the demonstration zone of integrated development of the Yangtze River delta using airborne hyperspectral imagery
This article inverts the water quality parameters of the key water bodies called"one river and three lakes"in the demonstration zone of integrated development of the Yangtze River delta using airborne hyperspectral imagery.The experiment collected the full-spectrum hyperspectral image data in the demonstration area,and obtained the water-leaving reflectance of the water bodies after image preprocessing.The water samples and water spectra are collected synchronously at the flight time.By using the competitive adaptive reweighted feature selection method,the optimal bands are selected for establishing the inversion model,and the water quality thematic mapping is also completed.The coefficient determination R2 of the validation set is more than 0.6,and the data error with the water quality monitoring station is less than 10%.This study achieves precise monitoring of water quality parameters in the demonstration area,confirms the application value of airborne hyperspectral remote sensing in the inversion of water quality parameters.The results could enable high quality for the development of the demonstration area.
demonstration zone of green and integrated ecological development of the Yangtze River deltaairborne hyperspectralwater quality parametersquantitative inversion
万方数据
维普
