Alfonso Hernanz

Evaluation of statistical downscaling methods for climate change projections over Spain: Present conditions with perfect predictors

Alfonso Hernanz, Juan Andrés García Valero, Marta Domínguez et al. · International Journal of Climatology · 2021 · 46 citations · Full text

Future Climatic Change, Engineering, Weather Forecasting +23

High resolution climate change projections for the Pyrenees region

María Pilar Amblar-Francés, Petra Ramos‐Calzado, Jorge Sanchis-Lladó et al. · Advances in science and research · 2020 · 45 citations · Full text

High Resolution, Engineering, Future Climatic Change +16

A critical view on the suitability of machine learning techniques to downscale climate change projections: Illustration for temperature with a toy experiment

Alfonso Hernanz, Juan Andrés García Valero, Marta Domínguez et al. · Atmospheric Science Letters · 2022 · 42 citations · Full text

Forecasting Methodology, Future Climatic Change, Engineering +18

Evaluation of statistical downscaling methods for climate change projections over Spain: Future conditions with pseudo reality (transferability experiment)

Alfonso Hernanz, Juan Andrés García Valero, Marta Domínguez et al. · International Journal of Climatology · 2021 · 21 citations · Full text

Future Climatic Change, Engineering, Weather Forecasting +22

On the limitations of deep learning for statistical downscaling of climate change projections: The transferability and the extrapolation issues

Alfonso Hernanz, Carlos Correa, Juan Carlos Sánchez-Perrino et al. · Atmospheric Science Letters · 2023 · 19 citations · Full text

Engineering, Extrapolation Issues, Climate Modeling +18