Víctor Rodríguez‐Galiano

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

Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines

Víctor Rodríguez‐Galiano, M. Sánchez-Castillo, Mario Chica‐Olmo et al. · Ore Geology Reviews · 2015 · 1.5K citations

Computing, Earth Sciences, Geological Engineering +12

Random Forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture

Víctor Rodríguez‐Galiano, Mario Chica‐Olmo, F. Abarca-Hernández et al. · Remote Sensing of Environment · 2012 · 598 citations

Natural Resources, Earth Sciences, Physical Geography +16

Predictive modeling of groundwater nitrate pollution using Random Forest and multisource variables related to intrinsic and specific vulnerability: A case study in an agricultural setting (Southern Spain)

Víctor Rodríguez‐Galiano, María Paula Mendes, Maria Jose Garcia‐Soldado et al. · The Science of The Total Environment · 2014 · 461 citations

Natural Sciences, Earth Sciences, Hydrology +14

Feature selection approaches for predictive modelling of groundwater nitrate pollution: An evaluation of filters, embedded and wrapper methods

Víctor Rodríguez‐Galiano, Juan Antonio Luque-Espinar, Mario Chica‐Olmo et al. · The Science of The Total Environment · 2017 · 283 citations

Natural Sciences, Environmental Sciences, Hydrology +13