Articles | Volume 15, issue 6
https://doi.org/10.5194/gmd-15-2653-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/gmd-15-2653-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Model evaluation paper
| 
01 Apr 2022
Model evaluation paper |
| 01 Apr 2022
| 01 Apr 2022
Added value of EURO-CORDEX high-resolution downscaling over the Iberian Peninsula revisited – Part 2: Max and min temperature
João António Martins Careto
CORRESPONDING AUTHOR
Instituto Dom Luiz, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, Ed. C8, 1749-016 Lisbon, Portugal
Pedro Miguel Matos Soares
Instituto Dom Luiz, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, Ed. C8, 1749-016 Lisbon, Portugal
Rita Margarida Cardoso
Instituto Dom Luiz, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, Ed. C8, 1749-016 Lisbon, Portugal
Sixto Herrera
Meteorology Group, Dept. of Applied Mathematics and Computer Science,
Universidad de Cantabria, Santander, Spain
José Manuel Gutiérrez
Meteorology Group, Instituto de Física de Cantabria,
CSIC-University of Cantabria, Santander, Spain
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Cited
23 citations as recorded by crossref.
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- Added value of EURO-CORDEX downscaling over the complex orography region of the Pyrenees N. Bilbao-Barrenetxea et al. 10.1007/s00382-024-07318-8
- The added value of km-scale simulations to describe temperature over complex orography: the CORDEX FPS-Convection multi-model ensemble runs over the Alps P. Soares et al. 10.1007/s00382-022-06593-7
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- Neural network approach for modeling future natural river flows: Assessing climate change impacts on the Tagus River D. Fernández-Nóvoa et al. 10.1016/j.ejrh.2025.102191
- A multi-variable constrained ensemble of regional climate projections under multi-scenarios for Portugal – Part I: An overview of impacts on means and extremes D. Lima et al. 10.1016/j.cliser.2023.100351
- Increased population exposure to extreme droughts in Iberia due to 0.5 °C additional anthropogenic warming A. Russo et al. 10.1088/1748-9326/ad975d
- Towards an improved representation of the urban heat island effect : A multi-scale application of XGBoost for madrid A. Bushenkova et al. 10.1016/j.uclim.2024.101982
- A Methodology for Bridging the Gap between Regional- and City-Scale Climate Simulations for the Urban Thermal Environment K. Koutroumanou-Kontosi et al. 10.3390/cli10070106
- Water scarcity down to earth surface in a Mediterranean climate: The extreme future of soil moisture in Portugal P. Soares & D. Lima 10.1016/j.jhydrol.2022.128731
- Critical analysis ofCMIPspast climate model projections in a regional context: The Iberian climate P. Soares et al. 10.1002/joc.7973
- Generalised drought index: a novel multi-scale daily approach for drought assessment J. Martins Careto et al. 10.5194/gmd-17-8115-2024
- Evaluation of Wind Speed Accuracy Enhancement in South Asia Through Terrain-Modified Wind Speed (Wt) Adjustments of High-Resolution Regional Climate Modeling M. Khan et al. 10.1007/s41748-024-00453-6
- Heat wave characteristics: evaluation of regional climate model performances for Germany D. Petrovic et al. 10.5194/nhess-24-265-2024
- Added value of EURO-CORDEX high-resolution downscaling over the Iberian Peninsula revisited – Part 1: Precipitation J. Careto et al. 10.5194/gmd-15-2635-2022
- Projections of population exposure to hot and dry events in the end of the 21st century on the Iberian Peninsula V. Bento et al. 10.3389/fclim.2025.1519880
- Future extreme and compound events in Angola: CORDEX-Africa regional climate modelling projections P. Soares et al. 10.1016/j.wace.2024.100691
- The added value of high‐resolution EURO‐CORDEX simulations to describe daily wind speed over Europe M. Molina et al. 10.1002/joc.7877
- The future of Iberian droughts: a deeper analysis based on multi-scenario and a multi-model ensemble approach P. Soares et al. 10.1007/s11069-023-05938-7
- High-resolution downscaling of CMIP6 Earth system and global climate models using deep learning for Iberia P. Soares et al. 10.5194/gmd-17-229-2024
- The added value of simulated near-surface wind speed over the Alps from a km-scale multimodel ensemble M. Molina et al. 10.1007/s00382-024-07257-4
22 citations as recorded by crossref.
- The future of extreme meteorological fire danger under climate change scenarios for Iberia V. Bento et al. 10.1016/j.wace.2023.100623
- Investigation on potential and limitations of ERA5 Reanalysis downscaled on Italy by a convection-permitting model M. Adinolfi et al. 10.1007/s00382-023-06803-w
- Impacts of fire prevention strategies in a changing climate: an assessment for Portugal C. DaCamara et al. 10.1088/2752-5295/ad574f
- Added value of EURO-CORDEX downscaling over the complex orography region of the Pyrenees N. Bilbao-Barrenetxea et al. 10.1007/s00382-024-07318-8
- The added value of km-scale simulations to describe temperature over complex orography: the CORDEX FPS-Convection multi-model ensemble runs over the Alps P. Soares et al. 10.1007/s00382-022-06593-7
- Multi-Model Ensemble Machine Learning Approaches to Project Climatic Scenarios in a River Basin in the Pyrenees N. Bilbao-Barrenetxea et al. 10.1007/s41748-024-00408-x
- Neural network approach for modeling future natural river flows: Assessing climate change impacts on the Tagus River D. Fernández-Nóvoa et al. 10.1016/j.ejrh.2025.102191
- A multi-variable constrained ensemble of regional climate projections under multi-scenarios for Portugal – Part I: An overview of impacts on means and extremes D. Lima et al. 10.1016/j.cliser.2023.100351
- Increased population exposure to extreme droughts in Iberia due to 0.5 °C additional anthropogenic warming A. Russo et al. 10.1088/1748-9326/ad975d
- Towards an improved representation of the urban heat island effect : A multi-scale application of XGBoost for madrid A. Bushenkova et al. 10.1016/j.uclim.2024.101982
- A Methodology for Bridging the Gap between Regional- and City-Scale Climate Simulations for the Urban Thermal Environment K. Koutroumanou-Kontosi et al. 10.3390/cli10070106
- Water scarcity down to earth surface in a Mediterranean climate: The extreme future of soil moisture in Portugal P. Soares & D. Lima 10.1016/j.jhydrol.2022.128731
- Critical analysis ofCMIPspast climate model projections in a regional context: The Iberian climate P. Soares et al. 10.1002/joc.7973
- Generalised drought index: a novel multi-scale daily approach for drought assessment J. Martins Careto et al. 10.5194/gmd-17-8115-2024
- Evaluation of Wind Speed Accuracy Enhancement in South Asia Through Terrain-Modified Wind Speed (Wt) Adjustments of High-Resolution Regional Climate Modeling M. Khan et al. 10.1007/s41748-024-00453-6
- Heat wave characteristics: evaluation of regional climate model performances for Germany D. Petrovic et al. 10.5194/nhess-24-265-2024
- Added value of EURO-CORDEX high-resolution downscaling over the Iberian Peninsula revisited – Part 1: Precipitation J. Careto et al. 10.5194/gmd-15-2635-2022
- Projections of population exposure to hot and dry events in the end of the 21st century on the Iberian Peninsula V. Bento et al. 10.3389/fclim.2025.1519880
- Future extreme and compound events in Angola: CORDEX-Africa regional climate modelling projections P. Soares et al. 10.1016/j.wace.2024.100691
- The added value of high‐resolution EURO‐CORDEX simulations to describe daily wind speed over Europe M. Molina et al. 10.1002/joc.7877
- The future of Iberian droughts: a deeper analysis based on multi-scenario and a multi-model ensemble approach P. Soares et al. 10.1007/s11069-023-05938-7
- High-resolution downscaling of CMIP6 Earth system and global climate models using deep learning for Iberia P. Soares et al. 10.5194/gmd-17-229-2024
1 citations as recorded by crossref.
Latest update: 05 Apr 2025
Short summary
This work focuses on the added value of high-resolution models relative to their forcing simulations, with an observational gridded dataset as a reference covering the Iberian Peninsula. The availability of such datasets with a spatial resolution close to that of regional models encouraged this study. For the max and min temperature, although most models reveal added value, some display losses. At more local scales, coastal sites display important gains, contrasting with the interior.
This work focuses on the added value of high-resolution models relative to their forcing...
