期刊论文

Zou, Bin

英文

Water

2073-4441

2021

13

5

664

10.3390/w13050664

Open Fund of the Key Laboratory of Non-ferrous Metal Mineralization Prediction and Geological Environment Monitoring (Central South University) of the Ministry of Education [2020YSJS12]; Hunan Provincial Science and Technology Department [2019SK2112, 2019TP2079, 2018TP1042, 2017TP2006]

本校为第一机构

For Case-II water bodies with relatively complex water qualities, it is challenging to establish a chlorophyll-a concentration (Chl-a concentration) inversion model with strong applicability and high accuracy. Convolutional Neural Network (CNN) shows excellent performance in image target recognition and natural language processing. However, there little research exists on the inversion of Chl-a concentration in water using convolutional neural networks. Taking China's Dongting Lake as an example, 90 water samples and their spectra were collected in this study. Using eight combinations as indep...