An enhanced deep learning approach to assessing inland lake water quality and its response to climate and anthropogenic factors

• Published in: Journal of hydrology (Amsterdam) Vol. 620; p. 129466
• Main Authors: Guo, Hongwei, Zhu, Xiaotong, Jeanne Huang, Jinhui, Zhang, Zijie, Tian, Shang, Chen, Yiheng
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.05.2023
• Subjects: Deep learning; Landsat; Remote sensing; Sentinel-2; Water quality; Deep learning; Remote sensing; Water quality; Landsat; Sentinel-2

[Display omitted] •An enhanced deep learning approach was proposed to remotely assess water quality.•The approach outperformed other candidate algorithms in water quality mapping.•Merged OLI/MSI data supports water quality detecting with repeat cycle <3 days.•Model physical interpretability was e...