Víctor Gómez‐Escalonilla

Preprocessing approaches in machine-learning-based groundwater potential mapping: an application to the Koulikoro and Bamako regions, Mali

Víctor Gómez‐Escalonilla, Pedro Martínez‐Santos, Miguel Martín-Loeches · Hydrology and earth system sciences · 2022 · 61 citations · Full text

Engineering, Machine Learning, Hydrogeophysics +18

Mapping groundwater-dependent ecosystems by means of multi-layer supervised classification

Pedro Martínez‐Santos, Silvia Díaz-Alcaide, África de la Hera Portillo et al. · Journal of Hydrology · 2021 · 51 citations

Predictive mapping of aquatic ecosystems by means of support vector machines and random forests

Pedro Martínez‐Santos, H.F. Aristizábal, Silvia Díaz-Alcaide et al. · Journal of Hydrology · 2021 · 34 citations

Environmental Monitoring, Engineering, Data Science +10

Delineation of groundwater potential zones by means of ensemble tree supervised classification methods in the Eastern Lake Chad basin

Víctor Gómez‐Escalonilla, Marie-Louise Vogt, Elisa Destro et al. · Geocarto International · 2021 · 31 citations · Full text

Sar Coherence, Engineering, Hydrogeophysics +18

A machine learning approach to site groundwater contamination monitoring wells

Víctor Gómez‐Escalonilla, Esperanza Montero-González, Silvia Díaz-Alcaide et al. · Applied Water Science · 2024 · 16 citations · Full text