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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Hlavní autoři:	Qichen Hao, Yong Xiao, Kui Liu, Hongjie Yang, Huizhu Chen, Liwei Wang, Jie Wang, Yuqing Zhang, Wenxu Hu, Yu Liu, Binjie Li
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Nature Portfolio 2025-03-01
Edice:	Scientific Reports
Témata:	Groundwater quality Hydrogeochemistry Spatial variability Piedmont plain Self-organizing map (SOM)
On-line přístup:	https://doi.org/10.1038/s41598-025-91659-9
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