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Machine Learning Predictions of pH in the Glacial Aquifer System, Northern USA

A boosted regression tree model was developed to predict pH conditions in three dimensions throughout the glacial aquifer system of the contiguous United States using pH measurements in samples from 18,386 wells and predictor variables that represent aspects of the hydrogeologic setting. Model resul...

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Detalles Bibliográficos
Autores principales:	Stackelberg, Paul E., Belitz, Kenneth, Brown, Craig J., Erickson, Melinda L., Elliott, Sarah M., Kauffman, Leon J., Ransom, Katherine M., Reddy, James E.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Blackwell Publishing Ltd 2020
Materias:	Research Papers/
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8246943/ https://www.ncbi.nlm.nih.gov/pubmed/33314084 http://dx.doi.org/10.1111/gwat.13063

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