Comparing the Performance of Machine Learning Algorithms for Groundwater Mapping in Delhi

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Natural Sciences, Environmental Sciences, Atmospheric Chemistry +11

Generalized Linear Models

J. A. Nelder, R. W. M. Wedderburn · Journal of the Royal Statistical Society Series A (General) · 1972 · 7.2K citations

A working guide to boosted regression trees

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Computing, Biostatistics, Ecology +14

Satellite-based estimates of groundwater depletion in India

Matthew Rodell, I. Velicogna, J. S. Famiglietti · Nature · 2009 · 2.9K citations · Full text

Natural Resources, Earth Sciences, Hydrology +14

Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

Ahmed M. Youssef, Hamid Reza Pourghasemi, Zohre Sadat Pourtaghi et al. · Landslides · 2015 · 773 citations

Natural Sciences, Earth Sciences, Geoinformatics +17