Comparative analysis of correlation and causality inference in water quality problems with emphasis on TDS Karkheh River in Iran

Comparative analysis of correlation and causality inference in water quality problems with emphasis on TDS Karkheh River in Iran

Abstract Water quality management is a critical aspect of environmental sustainability, particularly in arid and semi-arid regions such as Iran where water scarcity is compounded by quality degradation. This study delves into the causal relationships influencing water quality, focusing on Total Diss...

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Bibliographic Details
Main Authors: Reza Shakeri, Hossein Amini, Farshid Fakheri, Man Yue Lam, Banafsheh Zahraie
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Water quality
Machine learning
Causality inference
Correlation
River
TDS
Online Access:https://doi.org/10.1038/s41598-025-85908-0
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https://doi.org/10.1038/s41598-025-85908-0

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