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Author

Bazel Al-Shaibah

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Open access Aug 2026

Disentangling Spectral and Environmental Controls on Inland River–Lake Water Quality Using Satellite Earth Observation-Driven Optimized Machine Learning

A parallel comparative river–lake modeling framework to estimate permanganate index, total phosphorus (TP), and total nitrogen (TN) by integrating satellite spectral data with climatic and land-use variables is developed, supporting more effective monitoring and management of water quality in complex river–lake systems...

Bazel Al-Shaibah, Xing-Peng Liu, Ali R. Al-Aizari et al. · 0 citations

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