José M. Gutiérrez

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Sixto Herrera GarcíaGrupo de Meteorología de Santander, Departamento de Matemática Aplicada y Ciencias de la ComputaciónVerified email at unican.es
Jesús FernándezInstituto de Física de Cantabria, CSIC-Universidad de CantabriaVerified email at unican.es
Joaquín Bedia JiménezSantander Meteorology Group - University of CantabriaVerified email at unican.es
Enrique Castillo 0000-0002-8570-0844Universidad de CantabriaVerified email at unican.es
Rodrigo ManzanasUniversity of Cantabria (Dpt. of Applied Mathematics and Computer Science)Verified email at unican.es
Daniel San Martín SeguraPredictia Intelligent Data SolutionsVerified email at predictia.es
Ali HadiAmerican University in Cairo and Cornell UniversityVerified email at aucegypt.edu
Pedro M.M. Soares (Pedro Matos Soar...Instituto Dom Luiz, Faculty of Sciences, University of LisbonVerified email at fc.ul.pt
Douglas MaraunAssociate Professor, University of GrazVerified email at uni-graz.at
Andres IglesiasDepartment of Applied Mathematics & Computational Sciences, University of CantabriaVerified email at unican.es
José M. MorenoDepartment of Environmental SciencesVerified email at uclm.es
Lluís Fita BorrellResearcher, Centro de Investigaciones del Mar y la Atmósfera, CIMA, CONICET, UBA, Buenos AiresVerified email at cima.fcen.uba.ar
Markel Garcia-DiezPredictia Intelligent Data Solutions SLVerified email at predictia.es
María Rosa Pons ReynésAgencia Estatal de Meteorología, AEMETVerified email at aemet.es
Susana García-HerreroProfesora Titular de Universidad, Universidad de BurgosVerified email at ubu.es
Claudio R. MirassoFull Professor, Universitat Illes Balears, Instituto de Física Interdisciplinar y Sistemas ComplejosVerified email at ifisc.uib-csic.es
Ingo FischerProfessor at IFISC, Palma de Mallorca, SpainVerified email at ifisc.uib-csic.es
Miguel C. Soriano (Miguel Cornelles S...Researcher at IFISC, Spanish Research CouncilVerified email at ifisc.uib-csic.es
Daniel BrunnerCNRS researcher, FEMTO-ST, Optics department, BesanconVerified email at femto-st.fr
Maria Carmen LlasatUniversity of BarcelonaVerified email at meteo.ub.edu

José M. Gutiérrez

Research Professor, IFCA (CSIC - Universidad de Cantabria)

Verified email at unican.es - Homepage

Atmospheric sciences Climate change Machine learning Bayesian networks Nonlinear dynamics


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Climate change 2021: the physical science basis V Masson-Delmotte, P Zhai, A Pirani, SL Connors, C Péan, S Berger, ... Contribution of working group I to the sixth assessment report of the …, 2021	3539	2021
Summary for Policymakers: Sixth Assessment Report of the Intergovernmental Panel on Climate Change V Masson-Delmotte, P Zhai, A Pirani Cambridge University Press, 2021	2546*	2021
Expert systems and probabilistic network models E Castillo, JM Gutiérrez, AS Hadi Springer Verlag, 1997	1527*	1997
Technical summary. In ‘Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate … PA Arias, N Bellouin, E Coppola, RG Jones, G Krinner, J Marotzke, V Naik, ... Cambridge University Press, Cambridge. doi 10 (9781009157896.002), 33-144, 2021	1174*	2021
Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing L Larger, MC Soriano, D Brunner, L Appeltant, JM Gutiérrez, L Pesquera, ... Optics express 20 (3), 3241-3249, 2012	918	2012
Towards process-informed bias correction of climate change simulations D Maraun, TG Shepherd, M Widmann, G Zappa, D Walton, JM Gutiérrez, ... Nature Climate Change 7 (11), 764, 2017	480	2017
Development and analysis of a 50‐year high‐resolution daily gridded precipitation dataset over Spain (Spain02) S Herrera, JM Gutiérrez, R Ancell, MR Pons, MD Frías, J Fernández International Journal of Climatology 32 (1), 74-85, 2012	422	2012
State of the Climate in 2015 AP Aaron-Morrison, SA Ackerman, NG Adams, RF Adler, A Albanil, ... Bulletin of the American Meteorological Society 97 (8), S1-S275, 2016	405*	2016
An update of IPCC climate reference regions for subcontinental analysis of climate model data: Definition and aggregated datasets M Iturbide, JM Gutiérrez, LM Alves, J Bedia, E Cimadevilla, AS Cofiño, ... Earth System Science Data 12 (4), 2959–2970, 2020	361	2020
IPCC interactive Atlas JM Gutiérrez, RG Jones, GT Narisma Climate change, 2021	357*	2021
Sensitivity analysis in discrete Bayesian networks E Castillo, JM Gutiérrez, AS Hadi IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 1997	333	1997
Regional climate downscaling over Europe: perspectives from the EURO-CORDEX community D Jacob, C Teichmann, S Sobolowski, E Katragkou, I Anders, M Belda, ... Regional Environmental Change, 2020	332	2020
Who learns better Bayesian network structures: Accuracy and speed of structure learning algorithms M Scutari, CE Graafland, JM Gutiérrez International Journal of Approximate Reasoning 115, 235-253, 2019	325*	2019
An intercomparison of a large ensemble of statistical downscaling methods over Europe: Results from the VALUE perfect predictor cross‐validation experiment JM Gutiérrez, D Maraun, M Widmann, R Huth, E Hertig, R Benestad, ... International Journal of Climatology, 2019	242	2019
VALUE: A framework to validate downscaling approaches for climate change studies D Maraun, M Widmann, JM Gutiérrez, S Kotlarski, RE Chandler, E Hertig, ... Earth's Future 3 (1), 1-14, 2015	240	2015
Functional Networks with Applications: A Neural-Based Paradigm E Castillo, A Cobo, JM Gutiérrez, E Pruneda Kluwer Academic Publishers & Springer Science: New York, 1999	234*	1999
Reassessing statistical downscaling techniques for their robust application under climate change conditions JM Gutiérrez, D San-Martín, S Brands, R Manzanas, S Herrera Journal of Climate 26 (1), 171-188, 2013	227	2013
Global patterns in the sensitivity of burned area to fire-weather: Implications for climate change J Bedia, S Herrera, JM Gutiérrez, A Benali, S Brands, B Mota, JM Moreno Agricultural and Forest Meteorology 214, 369-379, 2015	219	2015
How well do CMIP5 Earth System Models simulate present climate conditions in Europe and Africa? A performance comparison for the downscaling community S Brands, S Herrera, J Fernandez, JM Gutiérrez Climate dynamics 41 (3-4), 803-817, 2013	217	2013
Update of the Spain02 gridded observational dataset for EURO‐CORDEX evaluation: assessing the effect of the interpolation methodology S Herrera, J Fernández, JM Gutiérrez International Journal of Climatology 36 (2), 900-908, 2016	190	2016

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