Identifying the origin of groundwater samples in a multi-layer aquifer system with Random Forest classification

Identifying the origin of groundwater samples in a multi-layer aquifer system with Random Forest classification

Accurate identification of the origin of groundwater samples is not always possible in complex multilayered aquifers. This poses a major difficulty for a reliable interpretation of geochemical results. The problem is especially severe when the information on the tubewells design is hard to obtain. T...

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Những tác giả chính:	Baudron, Paul, Alonso Sarría, Francisco, García Aróstegui, José Luis, Cánovas García, Fulgencio, Martínez Vicente, David, Moreno Brotóns, Jesús
Định dạng:	info:eu-repo/semantics/article
Ngôn ngữ:	English
Được phát hành:	2024
Những chủ đề:	multi-layer aquifer longscreen boreholes machine learning random Forest hydrogeochemistry hydrogeology
Truy cập trực tuyến:	https://www.sciencedirect.com/science/article/pii/S002216941300526X http://hdl.handle.net/10835/15253 http://dx.doi.org/10.1016/j.jhydrol.2013.07.009

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