Prediction of soil erosion and sediment yield in an ungauged basin based on land use land cover changes

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine

M H Zweig, Gregory Campbell · Clinical Chemistry · 1993 · 6.6K citations

Public Health, Biostatistics, Clinical Sciences +16

The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes

Chris Funk, Pete Peterson, M. F. Landsfeld et al. · Scientific Data · 2015 · 6.1K citations · Full text

Natural Sciences, Earth Sciences, Hydrology +17

Dynamics of Land-Use and Land-Cover Change in Tropical Regions

Éric F. Lambin, Helmut Geist, Erika Lepers · Annual Review of Environment and Resources · 2003 · 2.9K citations · Full text

Planning, Land-use Planning, Land Use Management +14

An assessment of the effectiveness of a random forest classifier for land-cover classification

Víctor Rodríguez‐Galiano, Bardan Ghimire, John Rogan et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2011 · 2.9K citations

Computing, Earth Sciences, Geoinformatics +10