Publications in collaboration with researchers from Instituto de Geociencias (11)

2025

  1. Identifying key drivers of heatwaves: A novel spatio-temporal framework for extreme event detection

    Weather and Climate Extremes, Vol. 49

2024

  1. Autoencoder-based flow-analogue probabilistic reconstruction of heat waves from pressure fields

    Annals of the New York Academy of Sciences, Vol. 1541, Núm. 1, pp. 230-242

2023

  1. Heat Waves: Physical Understanding and Scientific Challenges

    Reviews of Geophysics, Vol. 61, Núm. 2

2021

  1. 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

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

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