Monitoring Total Suspended Solids and Chlorophyll-a Concentrations in Turbid Waters: A Case Study of the Pearl River Estuary and Coast Using Machine Learning

Monitoring Total Suspended Solids and Chlorophyll-a Concentrations in Turbid Waters: A Case Study of the Pearl River Estuary and Coast Using Machine Learning

Total suspended solids (TSS) and chlorophyll-a (Chl-a) are critical water quality parameters. Focusing on the Pearl River Estuary and its coastal waters, this study compared the performance of XGBoost- and BPNN-based algorithms in estimating TSS and Chl-a levels. The XGBoost-based algorithm demonstr...

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Bibliographic Details
Main Authors: Jiaxin Liu, Zhongfeng Qiu, Jiajun Feng, Ka Po Wong, Jin Yeu Tsou, Yu Wang, Yuanzhi Zhang
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Remote Sensing
Subjects:
total suspended solids
chlorophyll-a
machine learning
Landsat
Pearl River Estuary
Hong Kong–Zhuhai–Macao Bridge
Online Access:https://www.mdpi.com/2072-4292/15/23/5559

Internet

https://www.mdpi.com/2072-4292/15/23/5559

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