Publicaciones (97) Publicaciones de PEDRO MARTÍNEZ SANTOS

2024

  1. A Machine Learning Approach to Map the Vulnerability of Groundwater Resources to Agricultural Contamination

    Hydrology, Vol. 11, Núm. 9

  2. Modelling regional effects of artificial groundwater recharge in a multilayer aquifer characterized by perched water tables

    Hydrological Processes, Vol. 38, Núm. 2

  3. Nitrate spatial predictions by means of machine learning to improve groundwater monitoring networks

    EGU General Assembly 2024

  4. Spatial prediction of borehole yield in southern Mali using machine learning classifiers

    EGU General Assembly 2024

2023

  1. Identification of non-conventional groundwater resources by means of machine learning in the Aconcagua basin, Chile

    Journal of Hydrology: Regional Studies, Vol. 49

2022

  1. 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

  2. Multiclass spatial predictions of borehole yield in southern Mali by means of machine learning classifiers

    Journal of Hydrology: Regional Studies, Vol. 44

  3. 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

  1. An initial framework for understanding the resilience of aquifers to groundwater pumping

    Water (Switzerland), Vol. 13, Núm. 4

  2. Integrating current and historical water chemistry data with long-term piezometric records to develop a regional-scale conceptual flow model: Las Salinas spring, Medina del Campo, Spain

    Journal of Hydrology: Regional Studies, Vol. 34

  3. Mapping ground water access in two rural communes of burkina faso

    Water (Switzerland), Vol. 13, Núm. 10

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

    Journal of Hydrology, Vol. 603

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

    Journal of Hydrology, Vol. 595

2020

  1. Hydrogeochemistry of granitic mountain zones and the influence of adjacent sedimentary basins at their tectonic borders: the case of the Spanish Central System batholith

    Hydrogeology Journal, Vol. 28, Núm. 7, pp. 2477-2500

  2. Manual borehole drilling as a cost-effective solution for drinking water access in low-income contexts

    Water (Switzerland), Vol. 12, Núm. 7

  3. Mapping Groundwater Potential Through an Ensemble of Big Data Methods

    Groundwater, Vol. 58, Núm. 4, pp. 583-597

  4. Modelling the effects of climate change and population growth in four intensively exploited Mediterranean aquifers. The Mijas range, southern Spain

    Journal of Environmental Management, Vol. 262

  5. Simplified VarKarst Semi-distributed Model Applied to Joint Simulations of Discharge and Piezometric Variations in Villanueva Del Rosario Karst System (Malaga, Southern Spain)

    EUROKARST 2018, BESANCON

2019

  1. An iterative technique to delineate protection buffers for wetlands in regions subject to intensive groundwater pumping

    Hydrological Sciences Journal, Vol. 64, Núm. 8, pp. 885-899

  2. Mapping fecal pollution in rural groundwater supplies by means of artificial intelligence classifiers

    Journal of Hydrology, Vol. 577