Evaluation of Logistic Regression and Multivariate Adaptive Regression Spline Models for Groundwater Potential Mapping Using R and GIS

Evaluation of Logistic Regression and Multivariate Adaptive Regression Spline Models for Groundwater Potential Mapping Using R and GIS

This study mapped and analyzed groundwater potential using two different models, logistic regression (LR) and multivariate adaptive regression splines (MARS), and compared the results. A spatial database was constructed for groundwater well data and groundwater influence factors. Groundwater well da...

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Bibliographic Details
Main Authors: Soyoung Park, Se-Yeong Hamm, Hang-Tak Jeon, Jinsoo Kim
Format: Article
Language:English
Published: MDPI AG 2017-07-01
Series:Sustainability
Subjects:
groundwater potential
logistic regression
multivariate adaptive regression splines
groundwater potential map
groundwater potential analysis
Online Access:https://www.mdpi.com/2071-1050/9/7/1157

Internet

https://www.mdpi.com/2071-1050/9/7/1157

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