Multi-Parameter Water Quality Inversion in Heterogeneous Inland Waters Using UAV-Based Hyperspectral Data and Deep Learning Methods

Water quality monitoring is crucial for ecological protection and water resource management. However, traditional monitoring methods suffer from limitations in temporal, spatial, and spectral resolution, which constrain the effective evaluation of urban rivers and multi-scale aquatic systems. To add...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Hongran Li, Nuo Wang, Zixuan Du, Deyu Huang, Mengjie Shi, Zhaoman Zhong, Dongqing Yuan
Format:	Article
Language:	English
Published:	MDPI AG 2025-06-01
Subjects:	UAV hyperspectral imaging multi-parameter regression ecological heterogeneity water quality monitoring transformer LSTM
Online Access:	https://www.mdpi.com/2072-4292/17/13/2191