Review of Recent Advances in Remote Sensing and Machine Learning Methods for Lake Water Quality Management

Review of Recent Advances in Remote Sensing and Machine Learning Methods for Lake Water Quality Management

This review examines the integration of remote sensing technologies and machine learning models for efficient monitoring and management of lake water quality. It critically evaluates the performance of various satellite platforms, including Landsat, Sentinel-2, MODIS, RapidEye, and Hyperion, in asse...

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Bibliographic Details
Main Authors: Ying Deng, Yue Zhang, Daiwei Pan, Simon X. Yang, Bahram Gharabaghi
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Remote Sensing
Subjects:
remote sensing
machine learning
deep learning
lake water quality
Online Access:https://www.mdpi.com/2072-4292/16/22/4196
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