Follow
José M. Gutiérrez
José M. Gutiérrez
Research Professor, IFCA (CSIC - Universidad de Cantabria)
Verified email at unican.es - Homepage
Title
Cited by
Year
Regional scaling of sea surface temperature with global warming levels in the CMIP6 ensemble
J Milovac, M Iturbide, J Fernández, JM Gutiérrez, J Diez-Sierra, RG Jones
Climate Dynamics, 1-19, 2024
12024
Global warming significantly increases the risk of Pierce’s disease epidemics in European vineyards
À Giménez-Romero, M Iturbide, E Moralejo, JM Gutiérrez, MA Matías
Scientific Reports 14 (1), 9648, 2024
3*2024
Enhancing Regional Climate Downscaling through Advances in Machine Learning
N Rampal, S Hobeichi, PB Gibson, J Baño-Medina, G Abramowitz, ...
Artificial Intelligence for the Earth Systems 3 (2), 230066, 2024
32024
A data-driven probabilistic network approach to assess model similarity in CMIP ensembles
CE Graafland, S Brands, JM Gutiérrez
Artificial Intelligence for the Earth Systems 3 (2), e230073, 2024
2024
Assessing the impact on crop modelling of multi-and uni-variate climate model bias adjustments
S Galmarini, E Solazzo, R Ferrise, AK Srivastava, M Ahmed, S Asseng, ...
Agricultural Systems 215, 103846, 2024
22024
Bringing it all together: Science and modelling priorities to support international climate policy
CG Jones, F Adloff, B Booth, P Cox, V Eyring, P Friedlingstein, K Frieler, ...
2024
Transferability and explainability of deep learning emulators for regional climate model projections: Perspectives for future applications
J Bano-Medina, M Iturbide, J Fernandez, JM Gutierrez
arXiv preprint arXiv:2311.03378, 2023
12023
Using explainability to inform statistical downscaling based on deep learning beyond standard validation approaches
J González‐Abad, J Baño‐Medina, JM Gutiérrez
Journal of Advances in Modeling Earth Systems 15 (11), e2023MS003641, 2023
112023
Consistency of the regional response to global warming levels from CMIP5 and CORDEX projections
J Diez-Sierra, M Iturbide, J Fernández, JM Gutiérrez, J Milovac, AS Cofiño
Climate Dynamics 61 (7), 4047-4060, 2023
42023
Indicators of Global Climate Change 2022: annual update of large-scale indicators of the state of the climate system and human influence
PM Forster, CJ Smith, T Walsh, WF Lamb, R Lamboll, M Hauser, A Ribes, ...
Earth System Science Data 15 (6), 2295-2327, 2023
1232023
El CSIC lanza la plataforma Clima para dar una respuesta a los efectos del cambio climático
E Pino, JL Arteche, ME Cartea González, A Quiñones, JM Martell, ...
Consejo Superior de Investigaciones Científicas (España), 2023
2023
Multi-Variable Hard Physical Constraints for Climate Model Downscaling
J González-Abad, Á Hernández-García, P Harder, D Rolnick, ...
Proceedings of the AAAI Symposium Series 2 (1), 62-67, 2023
42023
The worldwide C3S CORDEX grand ensemble: A major contribution to assess regional climate change in the IPCC AR6 Atlas
J Diez-Sierra, M Iturbide, JM Gutiérrez, J Fernández, J Milovac, AS Cofiño, ...
Bulletin of the American Meteorological Society 103 (12), E2804-E2826, 2022
212022
Learning complex dependency structure of gene regulatory networks from high dimensional microarray data with Gaussian Bayesian networks
CE Graafland, JM Gutiérrez
Scientific Reports 12 (1), 18704, 2022
42022
Implementation of FAIR principles in the IPCC: the WGI AR6 Atlas repository
M Iturbide, J Fernández, JM Gutiérrez, A Pirani, D Huard, A Al Khourdajie, ...
Scientific Data 9 (1), 629, 2022
252022
Downscaling multi-model climate projection ensembles with deep learning (DeepESD): contribution to CORDEX EUR-44
J Baño-Medina, R Manzanas, E Cimadevilla, J Fernández, ...
Geoscientific Model Development 15 (17), 6747-6758, 2022
312022
Do CMIP models capture long-term observed annual precipitation trends?
SM Vicente-Serrano, R García-Herrera, D Peña-Angulo, ...
Climate Dynamics 58 (9), 2825-2842, 2022
292022
Added value of EURO-CORDEX high-resolution downscaling over the Iberian Peninsula revisited–Part 2: Max and min temperature
JAM Careto, PMM Soares, RM Cardoso, S Herrera, JM Gutiérrez
Geoscientific Model Development 15 (6), 2653-2671, 2022
232022
Added value of EURO-CORDEX high-resolution downscaling over the Iberian Peninsula revisited–Part 1: Precipitation
JAM Careto, PMM Soares, RM Cardoso, S Herrera, JM Gutiérrez
Geoscientific Model Development 15 (6), 2635-2652, 2022
192022
A Posteriori Random Forests for Stochastic Downscaling of Precipitation by Predicting Probability Distributions
MN Legasa, R Manzanas, A Calviño, JM Gutiérrez
Water Resources Research 58 (4), e2021WR030272, 2022
182022
The system can't perform the operation now. Try again later.
Articles 1–20