2024
DOI: 10.1038/s41598-024-62413-4
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Identification of mine water source based on TPE-LightGBM

Man Wang,
Jianguo Zhang,
Han Li
et al.

Abstract: Mine water inrush is a serious threat to mine safety production. It is very important to identify water inrush source types quickly to prevent and control water damage. In this study, the aqueous chemical components Na+ + K+, Ca2+, Mg2+, Cl−, SO42− and HCO3− of different aquifers in Pingdingshan coalfield were selected as the characteristic values, and the Surface water, Quaternary pore water, Carboniferous limestone karst water, Permian sandstone water, and Cambrian limestone karst water were used as the labe… Show more

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