Publicaciones en colaboración con investigadores/as de Universidad de Alcalá (22)

2024

  1. Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review

    Theoretical and Applied Climatology, Vol. 155, Núm. 1, pp. 1-44

  2. New approaches and error assessment to snow cover thickness and density using air temperature data at different heights

    Science of the Total Environment, Vol. 926

  3. The Galaxy Activity, Torus, and Outflow Survey (GATOS): III. Revealing the inner icy structure in local active galactic nuclei

    Astronomy and Astrophysics, Vol. 681

2023

  1. Heat Waves: Physical Understanding and Scientific Challenges

    Reviews of Geophysics, Vol. 61, Núm. 2

2022

  1. Els Casots (Subirats, Catalonia), a key site for the Miocene vertebrate record of Southwestern Europe

    Historical Biology, Vol. 34, Núm. 8, pp. 1494-1508

2021

  1. Impact of ocean–atmosphere coupling on future projection of Medicanes in the Mediterranean sea

    International Journal of Climatology, Vol. 41, Núm. 4, pp. 2226-2238

  2. k-Gaps: a novel technique for clustering incomplete climatological time series

    Theoretical and Applied Climatology, Vol. 143, Núm. 1-2, pp. 447-460

2020

  1. Selection of optimal proxy locations for temperature field reconstructions using evolutionary algorithms

    Scientific Reports, Vol. 10, Núm. 1

  2. Transport pathways across the West African Monsoon as revealed by Lagrangian Coherent Structures

    Scientific Reports, Vol. 10, Núm. 1

2019

  1. Near-optimal selection of representative measuring points for robust temperature field reconstruction with the CRO-SL and analogue methods

    Global and Planetary Change, Vol. 178, pp. 15-34

2018

  1. Feature selection in machine learning prediction systems for renewable energy applications

    Renewable and Sustainable Energy Reviews, Vol. 90, pp. 728-741

  2. Wind power field reconstruction from a reduced set of representative measuring points

    Applied Energy, Vol. 228, pp. 1111-1121

2017

  1. A CRO-species optimization scheme for robust global solar radiation statistical downscaling

    Renewable Energy, Vol. 111, pp. 63-76

  2. Storm and Substorm Causes and Effects at Midlatitude Location for the St. Patrick's 2013 and 2015 Events

    Journal of Geophysical Research: Space Physics, Vol. 122, Núm. 10, pp. 9994-10,011

2016

  1. The Spanish Space Weather Service SeNMEs. A Case Study on the Sun-Earth Chain

    GROUND-BASED SOLAR OBSERVATIONS IN THE SPACE INSTRUMENTATION ERA

2015

  1. Surface wind speed reconstruction from synoptic pressure fields: Machine learning versus weather regimes classification techniques

    Wind Energy, Vol. 18, Núm. 9, pp. 1531-1544

2014

  1. Feature selection in wind speed prediction systems based on a hybrid coral reefs optimization - Extreme learning machine approach

    Energy Conversion and Management, Vol. 87, pp. 10-18

2013

  1. Multi-decadal variability in a centennial reconstruction of daily wind

    Applied Energy, Vol. 105, pp. 30-46

2011

  1. Extraction of synoptic pressure patterns for long-term wind speed estimation in wind farms using evolutionary computing

    Energy, Vol. 36, Núm. 3, pp. 1571-1581

2009

  1. Spatial regression analysis of NOx and O3 concentrations in Madrid urban area using Radial Basis Function networks

    Chemometrics and Intelligent Laboratory Systems, Vol. 99, Núm. 1, pp. 79-90