Consistency of the regional response to global warming levels from CMIP5 and CORDEX projections

Article

Climate Dynamics, 2023, 61(7-8), 4047-4060

 Authorship: JAVIER DIEZ SIERRA, MAIALEN ITURBIDE MARTINEZ DE ALBENIZ, JESUS FERNANDEZ FERNANDEZ, JOSE MANUEL GUTIERREZ LLORENTE, JOSIPA MILOVAC, ANTONIO SANTIAGO COFIÑO GONZALEZ

 01/10/2023

On the need of bias adjustment for more plausible climate change projections of extreme heat

Article

Atmospheric Science Letters, 2022, 23(2), e1072

 Authorship: MAIALEN ITURBIDE MARTINEZ DE ALBENIZ, ANA CASANUEVA VICENTE, JOAQUIN BEDIA JIMENEZ, SIXTO HERRERA GARCIA, JOSIPA MILOVAC, JOSE MANUEL GUTIERREZ LLORENTE

 01/02/2022

Climate trends and extremes in the Indus River Basin, Pakistan: implications for agricultural production

Article

Atmosphere, 2022, 13(3), 378

 Authorship: ANA MAGALI CARRERA HEUREUX, JORGE ALVAR-BELTRÁN, RODRIGO GARCIA MANZANAS, MEHWISH ALI, ROBINA WAHAJ, MINA DOWLATCHAHI, MUHAMMAD AFZAAL, DILDAR KAZMI, BURHAN AHMED, NASRIN SALEHNIA, MARIKO FUJISAWA, MARIA RAFFAELLA VUOLO, HIDEKI KANAMARU, JOSE MANUEL GUTIERREZ LLORENTE

 24/02/2022

A posteriori random forests for stochastic downscaling of precipitation by predicting probability distributions

Article

Water Resources Research, 2022, 58(4), e2021WR030272

 Authorship: MIKEL NESTOR LEGASA RIOS, RODRIGO GARCIA MANZANAS, AIDA CALVIÑO MARTINEZ, JOSE MANUEL GUTIERREZ LLORENTE

 21/03/2022

Downscaling multi-model climate projection ensembles with deep learning (DeepESD): contribution to CORDEX EUR-44

Article

Geoscientific Model Development, 2022, 15(17), 6747-6758

 Authorship: JORGE LUIS BAÑO MEDINA, RODRIGO GARCIA MANZANAS, EZEQUIEL CIMADEVILLA ALVAREZ, JESUS FERNANDEZ FERNANDEZ, JOSE GONZALEZ ABAD, ANTONIO SANTIAGO COFIÑO GONZALEZ, JOSE MANUEL GUTIERREZ LLORENTE

 06/09/2022

Implementation of FAIR principles in the IPCC: the WGI AR6 Atlas repository

Article

Scientific Data, 2022, 9, 629

 Authorship: MAIALEN ITURBIDE MARTINEZ DE ALBENIZ, JESUS FERNANDEZ FERNANDEZ, JOSE MANUEL GUTIERREZ LLORENTE, ANNA PIRANI, DAVID HUARD, ALAA AL KHOURDAJIE, JORGE LUIS BAÑO MEDINA, JOAQUIN BEDIA JIMENEZ, ANA CASANUEVA VICENTE, EZEQUIEL CIMADEVILLA ALVAREZ, ANTONIO SANTIAGO COFIÑO GONZALEZ, MATTEO DE FELICE, JAVIER DIEZ SIERRA, MARKEL GARCIA DIEZ, JAMES GOLDIE, DIMITRIS A. HERRERA, SIXTO HERRERA GARCIA, RODRIGO GARCIA MANZANAS, JOSIPA MILOVAC, APARNA RADHAKRISHNAN

 15/10/2022

Added value of EURO-CORDEX high-resolution downscaling over the Iberian Peninsula revisited - Part 1: Precipitation

Article

Geoscientific Model Development, 2022, 15(6), 2635-2652

 Authorship: JOÃO ANTÓNIO MARTINS CARETO, PEDRO MIGUEL MATOS SOARES, RITA MARGARIDA CARDOSO, SIXTO HERRERA GARCIA, JOSE MANUEL GUTIERREZ LLORENTE

 2022

Added value of EURO-CORDEX high-resolution downscaling over the Iberian Peninsula revisited - Part 2: Max and min temperature

Article

Geoscientific Model Development 2022, 15(6), 2635-2652

 Authorship: JOÃO ANTÓNIO MARTINS CARETO, PEDRO MIGUEL MATOS SOARES, RITA MARGARIDA CARDOSO, SIXTO HERRERA GARCIA, JOSE MANUEL GUTIERREZ LLORENTE

 2022

The worldwide C3S CORDEX grand ensemble: a major contribution to assess regional climate change in the IPCC AR6 atlas

Article

Bulletin of the American Meteorological Society, 2022, 103(12), E2804-E2826

 Authorship: JAVIER DIEZ SIERRA, MAIALEN ITURBIDE MARTINEZ DE ALBENIZ, JOSE MANUEL GUTIERREZ LLORENTE, JESUS FERNANDEZ FERNANDEZ, JOSIPA MILOVAC, ANTONIO SANTIAGO COFIÑO GONZALEZ, EZEQUIEL CIMADEVILLA ALVAREZ, GRIGORY NIKULIN, GUILLAUME LEVAVASSEUR, ERIK KJELLSTRÖM, KATHARINA BÜLOW, ANDRÁS HORÁNYI, ANCA BROOKSHAW, MARKEL GARCIA DIEZ, ANTONIO PÉREZ, JORGE LUIS BAÑO MEDINA, BODO AHRENS, ANTOINETTE ALIAS, MOETASIM ASHFAQ, MELISSA BUKOVSKY

 01/12/2022

Climadjust: an operational service to adjust biases in climate projections

Conference object

Retos del cambio climático: impactos, mitigación y adaptación

 Authorship: JUAN JOSE SAENZ DE LA TORRE LASIERRA, ELENA SUAREZ PEÑA, DAVID IGLESIAS SANCHEZ, IVAN LUIS SÁNCHEZ RODRÍGUEZ, ANTONIO PEREZ VELASCO, MAX TUNI SAN MARTIN, MARKEL GARCIA DIEZ, DANIEL SAN MARTIN SEGURA, MAIALEN ITURBIDE MARTINEZ DE ALBENIZ, JOSE MANUEL GUTIERREZ LLORENTE

 2022

Machine Learning and data science

Book part

Artificial, intelligence, robotics & data science

 Authorship: J. J. RAMASCO SUKIA, LARA LLORET IGLESIAS, FERNANDO AGUILAR GOMEZ, JORGE LUIS BAÑO MEDINA, JOSE MARIA DIEGO RODRIGUEZ, JOSE MANUEL GUTIERREZ LLORENTE, IGNACIO HEREDIA CACHA, DIEGO HERRANZ MUÑOZ, PABLO MARTINEZ RUIZ DEL ARBOL, DAVID RODRIGUEZ GONZALEZ

 2021

Internal variability versus multi-physics uncertainty in a regional climate model

Article

Int. J Climatol. 2021; 41 (Suppl. 1): E656-E671

 Authorship: ALVARO LAVIN GULLON, JESUS FERNANDEZ FERNANDEZ, SOPHIE BASTIN, RITA M. CARDOSO, LLUIS FITA BORRELL, THEODORE M. GIANNAROS, KLAUS GOERGEN, JOSE MANUEL GUTIERREZ LLORENTE, STERGIOS KARTSIOS, ELENI KATRAGKOU, TORGE LORENZ, JOSIPA MILOVAC, PEDRO M. M. SOARES, STEFAN SOBOLOWSKI, KIRSTEN WARRACH-SAGI

 18/01/2021

The CORDEX Flagship Pilot Study in southeastern South America: a comparative study of statistical and dynamical downscaling models in simulating daily extreme precipitation events

Article

Climate Dynamics, 2021, 56, 1589-1608

 Authorship: M.L. BETTOLLI, S.A. SOLMAN, R.P. DA ROCHA, M. LLOPART, JOSE MANUEL GUTIERREZ LLORENTE, JESUS FERNANDEZ FERNANDEZ, M.E. OLMO, ALVARO LAVIN GULLON, S.C. CHOU, D. CARNEIRO RODRIGUES, E. COPPOLA, R. BALMACEDA HUARTE, M. BARREIRO, J. BLÁZQUEZ, M. DOYLE, M. FEIJOÓ, R. HUTH, L. MACHADO, S. VIANNA CUADRA

 01/03/2021

Synoptic forcing associated with extreme precipitation events over Southeastern South America as depicted by a CORDEX FPS set of convection-permitting RCMs

Article

Climate Dynamics, 2021, 56(9-10), 3187-3203

 Authorship: ALVARO LAVIN GULLON, M. FEIJOO, S. SOLMAN, JESUS FERNANDEZ FERNANDEZ, R.P. DA ROCHA, M.L. BETTOLLI

 01/01/2021

The first multi-model ensemble of regional climate simulations at kilometer-scale resolution, part I: evaluation of precipitation

Article

Climate Dynamics, 2021, 57, 275-302

 Authorship: NIKOLINA BAN, JESUS FERNANDEZ FERNANDEZ, ALVARO LAVIN GULLON, JOSIPA MILOVAC, CÉCILE CAILLAUD, ERIKA COPPOLA, EMANUELA PICHELLI, STEFAN SOBOLOWSKI, MARIANNA ADINOLFI, BODO AHRENS, ANTOINETTE ALIAS, IVONNE ANDERS, SOPHIE BASTIN, DANIJEL BELUSIC, SÉGOLÈNE BERTHOU, ERWAN BRISSON, RITA M. CARDOSO, STEVEN C. CHAN, OLE BOSSING CHRISTENSEN, LLUÍS FITA

 2021

On the suitability of deep convolutional neural networks for continental-wide downscaling of climate change projections

Article

Climate Dynamics, 2021, 57(11-12), 2941-2951

 Authorship: JORGE LUIS BAÑO MEDINA, RODRIGO GARCIA MANZANAS, JOSE MANUEL GUTIERREZ LLORENTE

 01/12/2021

The probabilistic backbone of data-driven complex networks: an example in climate

Article

Scientific Reports (2020) 10:11484

 Authorship: CATHARINA ELISABETH GRAAFLAND, JOSE MANUEL GUTIERREZ LLORENTE, JUAN MANUEL LOPEZ MARTIN, DIEGO SANTIAGO PAZO BUENO, MIGUEL ANGEL RODRIGUEZ DIAZ

 01/12/2020

Understanding deep learning decisions in statistical down scaling models

Conference object

Proceedings of the 10th International Conference on Climate Informatics (CI2020), September 22-25, 2020, virtual, United Kingdom

 Authorship: JORGE LUIS BAÑO MEDINA

 2020

Assessing multidomain overlaps and grand nnsemble generation in CORDEX regional projections

Article

Geophysical Research Letters, 2020, 47(4), e2019GL086799

 Authorship: MIKEL NESTOR LEGASA RIOS, RODRIGO GARCIA MANZANAS, JESUS FERNANDEZ FERNANDEZ, SIXTO HERRERA GARCIA, MAIALEN ITURBIDE MARTINEZ DE ALBENIZ, WILFRAN MOUFOUMA-OKIA, PANMAO ZHAI, FATIMA DRIOUECH, JOSE MANUEL GUTIERREZ LLORENTE

 28/02/2020

Statistical downscaling with the downscaleR package (v3.1.0): contribution to the VALUE intercomparison experiment

Article

Geoscientific Model Development, 2020, 13(3), 1711-1735

 Authorship: JOAQUIN BEDIA JIMENEZ, JORGE LUIS BAÑO MEDINA, MIKEL NESTOR LEGASA RIOS, MAIALEN ITURBIDE MARTINEZ DE ALBENIZ, RODRIGO GARCIA MANZANAS, SIXTO HERRERA GARCIA, ANA CASANUEVA VICENTE, DANIEL SAN MARTÍN, ANTONIO SANTIAGO COFIÑO GONZALEZ, JOSE MANUEL GUTIERREZ LLORENTE

 01/04/2020

Configuration and intercomparison of deep learning neural models for statistical downscaling

Article

Geoscientific Model Development, 2020, 13(4), 2109-2124

 Authorship: JORGE LUIS BAÑO MEDINA, RODRIGO GARCIA MANZANAS, JOSE MANUEL GUTIERREZ LLORENTE

 28/04/2020

Assessment of model drifts in seasonal forecasting: sensitivity to ensemble size and implications for bias correction

Article

Journal of Advances in Modeling Earth Systems, 2020, 12(3), e2019MS001751

 Authorship: RODRIGO GARCIA MANZANAS

 01/03/2020

Statistical adjustment, calibration and downscaling of seasonal forecasts: a case-study for Southeast Asia

Article

Climate Dynamics, 2020, 54(5-6), 2869-2882

 Authorship: RODRIGO GARCIA MANZANAS, JOSE MANUEL GUTIERREZ LLORENTE, JONAS BHEND, STEPHAN HEMRI, FRANCISCO JAVIER DOBLAS-REYES, E. PENABAD, ANCA BROOKSHAW

 01/03/2020

Sensitivity analysis of driver's behavior and psychophysical conditions

Article

Safety Science 125 (2020) 104586

 Authorship: SUSANA GARCÍA HERRERO, JOSE MANUEL GUTIERREZ LLORENTE, SIXTO HERRERA GARCIA, AMIN AZIMIAN, M. A. MARISCAL

 01/05/2020

CONTRIBUCIÓN ESPAÑOLA AL ATLAS DEL IPCC-AR6: DESARROLLO Y PROBLEMAS CIENTÍFICOS (PID2019-111481RB-I00)

 INSTITUTO DE FÍSICA DE CANTABRIA

Heads: JOSE MANUEL GUTIERREZ LLORENTE, SIXTO HERRERA GARCIA

Typology: Competitive national public projects

Start year: 2020

VARIABILIDAD Y CAMBIO CLIMÁTICO REGIONAL DE EVENTOS EXTREMOS EN EL SUDESTE DE SUDAMÉRICA: CONTRIBUCIÓN A LA INICIATIVACORDEX-FPS-SA (COOPB20374)

 INSTITUTO DE FÍSICA DE CANTABRIA

Head: JOSE MANUEL GUTIERREZ LLORENTE

Typology: Agreements and contracts art.83, University and Competitive Chairs UC

Start year: 2019

ECMWF/COPERNICUS/2019/C3S_34d_CSIC

 INSTITUTO DE FÍSICA DE CANTABRIA

Head: JOSE MANUEL GUTIERREZ LLORENTE

Typology: Agreements and contracts art.83, University and Competitive Chairs UC

Start year: 2019

CORRECCIÓN DE SESGOS Y NUEVA FUNCIONALIDADES PARA LA HERRAMIENTA DE ESCENARIOS DE CAMBIO CLIMÁTICO DE ADAPTECCA

 INSTITUTO DE FÍSICA DE CANTABRIA

Head: JOSE MANUEL GUTIERREZ LLORENTE

Typology: Competitive private projects, competitive autonomic and subcon…

Start year: 2018

METODOLOGÍAS DE CORRECCIÓN DE SESGO PARA ESCENARIOS DE CAMBIO CLIMÁTICO DE ALTA RESOLUCIÓN PARA EL PAÍS VASCO

 INSTITUTO DE FÍSICA DE CANTABRIA

Head: JOSE MANUEL GUTIERREZ LLORENTE

Typology: Agreements and contracts art.83, University and Competitive Chairs UC

Start year: 2017

METODOLOGÍA PILOTO PARA LA EVALUACIÓN DE LOS EFECTOS DEL CAMBIO CLIMÁTICO EN LA GESTIÓN DE LOS RIESGOS DE INUNDACIÓN. APLICACIÓN DE LOS ESCENARIOS CLIMÁTICOS A 7 ARPSIS SELECCIONADAS

 INSTITUTO DE FÍSICA DE CANTABRIA

Head: JOSE MANUEL GUTIERREZ LLORENTE

Typology: Agreements and contracts art.83, University and Competitive Chairs UC

Start year: 2017

CLIMATE DOWNSCALING IN SUPPORT OF ASSESSMENTS OF CLIMATE CHANGE IMPACTS ON AGRICULTURE

 INSTITUTO DE FÍSICA DE CANTABRIA

Head: JOSE MANUEL GUTIERREZ LLORENTE

Typology: Agreements and contracts art.83, University and Competitive Chairs UC

Start year: 2016

METODOS DE DOWNSCALING ESTADISTICO MULTIVARIADOS (ESPACIALES Y MULTI-VARIABLE): CONTRIBUCION A LAS INICIATIVAS INTERNACIONALES Y AL PROGRAMA NACIONAL ESCENARIOS-PNACC (CGL2015-66583-R) (MINECO/FEDER, UE)

 INSTITUTO DE FÍSICA DE CANTABRIA

Head: JOSE MANUEL GUTIERREZ LLORENTE

Typology: Competitive national public projects

Start year: 2016

Downscaling Estadístico con Aprendizaje Profundo: Explicabilidad y Consistencia Física.

 Authorship: JOSE GONZALEZ ABAD

 Supervision: JOSE MANUEL GUTIERREZ LLORENTE , ALVARO LOPEZ GARCIA

 Defense date: 22/02/2024

Modelado de sistemas complejos con Redes Probailísticas

 Authorship: CATHARINA ELISABETH GRAAFLAND

 Supervision: JUAN MANUEL LOPEZ MARTIN , JOSE MANUEL GUTIERREZ LLORENTE 

 Defense date: 01/09/2022

Redes neuronales de convolución profundas para la regionalización estadística de proyecciones de cambio climático

 Authorship: JORGE LUIS BAÑO MEDINA

 Supervision: JOSE MANUEL GUTIERREZ LLORENTE , RODRIGO GARCIA MANZANAS 

 Defense date: 16/12/2021

Cuantificación de diferentes fuentes de incertidumbre en un Modelo Climático Regional

 Authorship: ALVARO LAVIN GULLON

 Supervision: JOSE MANUEL GUTIERREZ LLORENTE , JESUS FERNANDEZ FERNANDEZ 

 Defense date: 20/07/2021

Ríos Atmosféricos en las Costas Oeste de Europa y América del Norte y sus Precursores Atmosféricos y Oceánicos

 Authorship: SWEN FRANZ BRANDS

 Supervision: JOSE MANUEL GUTIERREZ LLORENTE 

 Defense date: 22/09/2017

Contrasting Patterns of Pierce's Disease Risk in European Vineyards Under Global Warming

Dataset

 DOI: 10.5281/zenodo.8154524

 Authorship: ALEX GIMÉNEZ-ROMERO, MAIALEN ITURBIDE MARTINEZ DE ALBENIZ, EDUARDO MORALEJO, JOSE MANUEL GUTIERREZ LLORENTE, MANUEL A. MATÍAS

 17/07/2023

Data supporting manuscript "Regional scaling of sea surface temperature with global warming levels in the CMIP6 ensemble"

Dataset

 DOI: 10.5281/zenodo.8325102

 Authorship: JOSIPA MILOVAC, MAIALEN ITURBIDE MARTINEZ DE ALBENIZ, JESUS FERNANDEZ FERNANDEZ, JOSE MANUEL GUTIERREZ LLORENTE, JOAQUIN BEDIA JIMENEZ, RICHARD G. JONES

 07/09/2023