Spatial pattern of groundwater chemistry in a typical piedmont plain of Northern China driven by natural and anthropogenic forces

Spatial pattern of groundwater chemistry in a typical piedmont plain of Northern China driven by natural and anthropogenic forces

Abstract Groundwater is crucial for human society’s development in piedmont plains, yet its hydrogeochemistry often exhibits complex spatial distributions due to the interplay of nature and human factors. Ninety-two phreatic groundwater samples were collected from a typical piedmont plain in norther...

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Bibliographic Details
Main Authors: Qichen Hao, Yong Xiao, Kui Liu, Hongjie Yang, Huizhu Chen, Liwei Wang, Jie Wang, Yuqing Zhang, Wenxu Hu, Yu Liu, Binjie Li
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Groundwater quality
Hydrogeochemistry
Spatial variability
Piedmont plain
Self-organizing map (SOM)
Online Access:https://doi.org/10.1038/s41598-025-91659-9
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https://doi.org/10.1038/s41598-025-91659-9

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