Instituto Universitario de Desarrollo y Cooperación (IUDC)
Centro/Instituto
VÍCTOR
GÓMEZ-ESCALONILLA CANALES
Profesor ayudante
Publicaciones en las que colabora con VÍCTOR GÓMEZ-ESCALONILLA CANALES (9)
2024
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A Machine Learning Approach to Map the Vulnerability of Groundwater Resources to Agricultural Contamination
Hydrology, Vol. 11, Núm. 9
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Modelling regional effects of artificial groundwater recharge in a multilayer aquifer characterized by perched water tables
Hydrological Processes, Vol. 38, Núm. 2
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Nitrate spatial predictions by means of machine learning to improve groundwater monitoring networks
EGU General Assembly 2024
2023
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Identification of non-conventional groundwater resources by means of machine learning in the Aconcagua basin, Chile
Journal of Hydrology: Regional Studies, Vol. 49
2022
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Delineation of groundwater potential zones by means of ensemble tree supervised classification methods in the Eastern Lake Chad basin
Geocarto International, Vol. 37, Núm. 25, pp. 8924-8951
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Multiclass spatial predictions of borehole yield in southern Mali by means of machine learning classifiers
Journal of Hydrology: Regional Studies, Vol. 44
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Preprocessing approaches in machine-learning-based groundwater potential mapping: An application to the Koulikoro and Bamako regions, Mali
Hydrology and Earth System Sciences, Vol. 26, Núm. 2, pp. 221-243
2021
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Mapping groundwater-dependent ecosystems by means of multi-layer supervised classification
Journal of Hydrology, Vol. 603
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Predictive mapping of aquatic ecosystems by means of support vector machines and random forests
Journal of Hydrology, Vol. 595