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Mapped Predictions of Manganese and Arsenic in an Alluvial Aquifer Using Boosted Regression Trees

Manganese (Mn) concentrations and the probability of arsenic (As) exceeding the drinking‐water standard of 10 μg/L were predicted in the Mississippi River Valley alluvial aquifer (MRVA) using boosted regression trees (BRT). BRT, a type of ensemble‐tree machine‐learning model, were created using pred...

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Detalles Bibliográficos
Autores principales:	Knierim, Katherine J., Kingsbury, James A., Belitz, Kenneth, Stackelberg, Paul E., Minsley, Burke J., Rigby, J.R.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Blackwell Publishing Ltd 2022
Materias:	Research Papers/
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9302655/ https://www.ncbi.nlm.nih.gov/pubmed/34951475 http://dx.doi.org/10.1111/gwat.13164

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