A novel method for hydrology and water quality simulation in karst regions using machine learning model

• Published in: Ecological indicators Vol. 178; p. 113862
• Main Authors: Wang, Wanbin, Zhao, Yangyi, Guan, Tangzhen, Qin, Chengxin, Chen, Dongni, Jia, Haifeng, Zhang, Xingzi, Yu, Yanhong
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.09.2025
• Subjects: Baseflow segmentation; Hydrology; Machine learning models; Rainfall-stormflow analysis; River water quality; Simulations; River water quality; Simulations; Hydrology; Baseflow segmentation; Rainfall-stormflow analysis; Machine learning models

[Display omitted] •A conceptual framework-based model that enables hydrology and water quality simulation.•The increase in rainfall and runoff has deteriorated river water quality.•Spatial variability indicated distinct driver-response mechanisms.•The maximum forecast period was determined for strea...