| Preprocessing approaches in machine-learning-based groundwater potential mapping: an application to the Koulikoro and Bamako regions, Mali V Gómez-Escalonilla, P Martínez-Santos, M Martín-Loeches Hydrology and Earth System Sciences 26 (2), 221-243, 2022 | 30 | 2022 |
| Predictive mapping of aquatic ecosystems by means of support vector machines and random forests P Martínez-Santos, HF Aristizábal, S Díaz-Alcaide, V Gómez-Escalonilla Journal of Hydrology 595, 126026, 2021 | 18 | 2021 |
| Delineation of groundwater potential zones by means of ensemble tree supervised classification methods in the Eastern Lake Chad basin V Gómez-Escalonilla, ML Vogt, E Destro, M Isseini, G Origgi, D Djoret, ... Geocarto International 37 (25), 8924-8951, 2022 | 15 | 2022 |
| Mapping groundwater-dependent ecosystems by means of multi-layer supervised classification P Martínez-Santos, S Díaz-Alcaide, A De la Hera-Portillo, ... Journal of Hydrology 603, 126873, 2021 | 15 | 2021 |
| Multiclass spatial predictions of borehole yield in southern Mali by means of machine learning classifiers V Gómez-Escalonilla, O Diancoumba, DY Traoré, E Montero, ... Journal of Hydrology: Regional Studies 44, 101245, 2022 | 5 | 2022 |
| Preprocessing approaches in machine learning-based groundwater potential mapping: an application to the Koulikoro and Bamako regions, Mali V Gómez-Escalonilla, P Martínez-Santos, M Martín-Loeches Hydrology and Earth System Sciences Discussions 2021, 1-30, 2021 | 2 | 2021 |
| Nitrate spatial predictions by means of machine learning to improve groundwater monitoring networks V Gómez-Escalonilla, P Martínez-Santos, D Pacios, L Ruíz-Álvarez, ... EGU24, 2024 | | 2024 |
| Spatial prediction of borehole yield in southern Mali using machine learning classifiers V Gómez-Escalonilla, O Diancoumba, DY Traoré, E Montero, ... EGU24, 2024 | | 2024 |
| Modelling regional effects of artificial groundwater recharge in a multilayer aquifer characterized by perched water tables V Gómez‐Escalonilla, J Heredia, P Martínez‐Santos, J López‐Gutiérrez, ... Hydrological Processes 38 (2), e15085, 2024 | | 2024 |
| Identification of non-conventional groundwater resources by means of machine learning in the Aconcagua basin, Chile M Aliaga-Alvarado, V Gómez-Escalonilla, P Martínez-Santos Journal of Hydrology: Regional Studies 49, 101502, 2023 | | 2023 |
| Multiclass spatial predictions of borehole yield in southern Mali by means of machine learning classifiers M Martín-Loeches Garrido, V Gómez-Escalonilla, O Diancoumba, ... | | 2022 |
| Preprocessing approaches in machine learning-based groundwater potential mapping: an application to the Koulikoro and Bamako regions, Mali M Martín-Loeches Garrido, V Gómez-Escalonilla, P Martínez-Santos | | 2022 |
