Articles | Volume 12, issue 4
https://doi.org/10.5194/esd-12-1543-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/esd-12-1543-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| Highlight paper
| 
22 Dec 2021
Research article | Highlight paper |
| 22 Dec 2021
| 22 Dec 2021
Balanced estimate and uncertainty assessment of European climate change using the large EURO-CORDEX regional climate model ensemble
INRAE, UR ETGR, Univ. Grenoble Alpes, Grenoble, France
Samuel Somot
CNRM, Université de Toulouse, Météo-France, CNRS, Toulouse, France, 42 avenue Coriolis, 31057 Toulouse, France
Benoit Hingray
CNRS, IRD, Grenoble INP, IGE, Univ. Grenoble Alpes, Grenoble, France
Viewed
Total article views: 6,255 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 08 Mar 2021)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 4,261 | 1,880 | 114 | 6,255 | 343 | 95 | 90 |
- HTML: 4,261
- PDF: 1,880
- XML: 114
- Total: 6,255
- Supplement: 343
- BibTeX: 95
- EndNote: 90
Total article views: 4,206 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 22 Dec 2021)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 3,218 | 899 | 89 | 4,206 | 190 | 86 | 80 |
- HTML: 3,218
- PDF: 899
- XML: 89
- Total: 4,206
- Supplement: 190
- BibTeX: 86
- EndNote: 80
Total article views: 2,049 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 08 Mar 2021)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 1,043 | 981 | 25 | 2,049 | 153 | 9 | 10 |
- HTML: 1,043
- PDF: 981
- XML: 25
- Total: 2,049
- Supplement: 153
- BibTeX: 9
- EndNote: 10
Viewed (geographical distribution)
Total article views: 6,255 (including HTML, PDF, and XML)
Thereof 5,928 with geography defined
and 327 with unknown origin.
Total article views: 4,206 (including HTML, PDF, and XML)
Thereof 4,018 with geography defined
and 188 with unknown origin.
Total article views: 2,049 (including HTML, PDF, and XML)
Thereof 1,910 with geography defined
and 139 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
29 citations as recorded by crossref.
- Climate-Risk Assessment Framework for Airports under Extreme Precipitation Events: Application to Selected Italian Case Studies C. De Vivo et al. 10.3390/su15097300
- Impact of groundwater representation on heat events in regional climate simulations over Europe L. Poshyvailo-Strube et al. 10.5194/esd-15-167-2024
- Projecting sediment export from two highly glacierized alpine catchments under climate change: exploring non-parametric regression as an analysis tool L. Schmidt et al. 10.5194/hess-28-139-2024
- Projected future European power sector water usage across power scenarios and corresponding trends in water availability A. Mapes & M. Larsen 10.1016/j.jenvman.2023.118208
- Climate Change Impacts on Gaseous Hydrogen (H2) Potential Produced by Photovoltaic Electrolysis for Stand-Alone or Grid Applications in Europe P. Muselli et al. 10.3390/en16010249
- Analyzing the influences of the selection of the RCP scenario and the reference period on the evaluation results of EURO‐CORDEX simulations for Hungary A. Kis & R. Pongrácz 10.1002/joc.8184
- 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
- Assessing CMIP6 uncertainties at global warming levels G. Evin et al. 10.1007/s00382-024-07323-x
- Snow sensitivity to temperature and precipitation change during compound cold–hot and wet–dry seasons in the Pyrenees J. Bonsoms et al. 10.5194/tc-17-1307-2023
- Changes in Temperature and Precipitation Trends in Selected Polish Cities Based on the Results of Regional EURO-CORDEX Climate Models in the 2030–2050 Horizon J. Struzewska et al. 10.3390/app14010009
- Uncertainty assessment of future climate change using bias-corrected high-resolution multi-regional climate model datasets over East Asia C. Park et al. 10.1007/s00382-023-07006-z
- Application of climate risk assessment framework for selected Italian airports: A focus on extreme temperature events C. De Vivo et al. 10.1016/j.cliser.2023.100390
- Record-breaking and unprecedented compound hot and dry summers in Europe under different emission scenarios A. Dosio et al. 10.1088/2752-5295/acfa1b
- Climate service driven adaptation may alleviate the impacts of climate change in agriculture A. Toreti et al. 10.1038/s42003-022-04189-9
- A non-stationary extreme-value approach for climate projection ensembles: application to snow loads in the French Alps E. Le Roux et al. 10.5194/esd-13-1059-2022
- Climate Change, Pressures, and Adaptation Capacities of Farmers: Empirical Evidence from Hungary J. Lennert et al. 10.3390/horticulturae10010056
- Bringing it all together: science priorities for improved understanding of Earth system change and to support international climate policy C. Jones et al. 10.5194/esd-15-1319-2024
- Projected values of thermal and precipitation climate indices for the broader Carpathian region based on EURO-CORDEX simulations N. Skarbit et al. 10.15201/hungeobull.71.4.2
- Climate Suitability for Tourism in Romania Based on HCI: Urban Climate Index in the Near-Future Climate L. Velea et al. 10.3390/atmos14061020
- Assessing downscaling methods to simulate hydrologically relevant weather scenarios from a global atmospheric reanalysis: case study of the upper Rhône River (1902–2009) C. Legrand et al. 10.5194/hess-28-2139-2024
- The 2018–2023 drought in Berlin: impacts and analysis of the perspective of water resources management I. Pohle et al. 10.5194/nhess-25-1293-2025
- BioVars - A bioclimatic dataset for Europe based on a large regional climate ensemble for periods in 1971–2098 A. Reichmuth et al. 10.1038/s41597-025-04507-w
- Impacts of climate change and vegetation response on future aridity in a Mediterranean catchment L. Villani et al. 10.1016/j.agwat.2024.108878
- Links of atmospheric circulation to cold days in simulations of EURO-CORDEX climate models for central Europe E. Plavcová et al. 10.1007/s00382-024-07156-8
- Future changes in annual, seasonal and monthly runoff signatures in contrasting Alpine catchments in Austria S. Hanus et al. 10.5194/hess-25-3429-2021
- Extreme Ground Snow Loads in Europe from 1951 to 2100 P. Croce et al. 10.3390/cli9090133
- Climate Change Impact Assessment for Future Wind and Solar Energy Installations in India Y. Zakari et al. 10.3389/fenrg.2022.859321
- Temperature characteristics over the Carpathian Basin‐projected changes of climate indices at regional and local scale based on bias‐adjusted CORDEX simulations C. Simon et al. 10.1002/joc.8045
- Regional climate model emulator based on deep learning: concept and first evaluation of a novel hybrid downscaling approach A. Doury et al. 10.1007/s00382-022-06343-9
24 citations as recorded by crossref.
- Climate-Risk Assessment Framework for Airports under Extreme Precipitation Events: Application to Selected Italian Case Studies C. De Vivo et al. 10.3390/su15097300
- Impact of groundwater representation on heat events in regional climate simulations over Europe L. Poshyvailo-Strube et al. 10.5194/esd-15-167-2024
- Projecting sediment export from two highly glacierized alpine catchments under climate change: exploring non-parametric regression as an analysis tool L. Schmidt et al. 10.5194/hess-28-139-2024
- Projected future European power sector water usage across power scenarios and corresponding trends in water availability A. Mapes & M. Larsen 10.1016/j.jenvman.2023.118208
- Climate Change Impacts on Gaseous Hydrogen (H2) Potential Produced by Photovoltaic Electrolysis for Stand-Alone or Grid Applications in Europe P. Muselli et al. 10.3390/en16010249
- Analyzing the influences of the selection of the RCP scenario and the reference period on the evaluation results of EURO‐CORDEX simulations for Hungary A. Kis & R. Pongrácz 10.1002/joc.8184
- 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
- Assessing CMIP6 uncertainties at global warming levels G. Evin et al. 10.1007/s00382-024-07323-x
- Snow sensitivity to temperature and precipitation change during compound cold–hot and wet–dry seasons in the Pyrenees J. Bonsoms et al. 10.5194/tc-17-1307-2023
- Changes in Temperature and Precipitation Trends in Selected Polish Cities Based on the Results of Regional EURO-CORDEX Climate Models in the 2030–2050 Horizon J. Struzewska et al. 10.3390/app14010009
- Uncertainty assessment of future climate change using bias-corrected high-resolution multi-regional climate model datasets over East Asia C. Park et al. 10.1007/s00382-023-07006-z
- Application of climate risk assessment framework for selected Italian airports: A focus on extreme temperature events C. De Vivo et al. 10.1016/j.cliser.2023.100390
- Record-breaking and unprecedented compound hot and dry summers in Europe under different emission scenarios A. Dosio et al. 10.1088/2752-5295/acfa1b
- Climate service driven adaptation may alleviate the impacts of climate change in agriculture A. Toreti et al. 10.1038/s42003-022-04189-9
- A non-stationary extreme-value approach for climate projection ensembles: application to snow loads in the French Alps E. Le Roux et al. 10.5194/esd-13-1059-2022
- Climate Change, Pressures, and Adaptation Capacities of Farmers: Empirical Evidence from Hungary J. Lennert et al. 10.3390/horticulturae10010056
- Bringing it all together: science priorities for improved understanding of Earth system change and to support international climate policy C. Jones et al. 10.5194/esd-15-1319-2024
- Projected values of thermal and precipitation climate indices for the broader Carpathian region based on EURO-CORDEX simulations N. Skarbit et al. 10.15201/hungeobull.71.4.2
- Climate Suitability for Tourism in Romania Based on HCI: Urban Climate Index in the Near-Future Climate L. Velea et al. 10.3390/atmos14061020
- Assessing downscaling methods to simulate hydrologically relevant weather scenarios from a global atmospheric reanalysis: case study of the upper Rhône River (1902–2009) C. Legrand et al. 10.5194/hess-28-2139-2024
- The 2018–2023 drought in Berlin: impacts and analysis of the perspective of water resources management I. Pohle et al. 10.5194/nhess-25-1293-2025
- BioVars - A bioclimatic dataset for Europe based on a large regional climate ensemble for periods in 1971–2098 A. Reichmuth et al. 10.1038/s41597-025-04507-w
- Impacts of climate change and vegetation response on future aridity in a Mediterranean catchment L. Villani et al. 10.1016/j.agwat.2024.108878
- Links of atmospheric circulation to cold days in simulations of EURO-CORDEX climate models for central Europe E. Plavcová et al. 10.1007/s00382-024-07156-8
5 citations as recorded by crossref.
- Future changes in annual, seasonal and monthly runoff signatures in contrasting Alpine catchments in Austria S. Hanus et al. 10.5194/hess-25-3429-2021
- Extreme Ground Snow Loads in Europe from 1951 to 2100 P. Croce et al. 10.3390/cli9090133
- Climate Change Impact Assessment for Future Wind and Solar Energy Installations in India Y. Zakari et al. 10.3389/fenrg.2022.859321
- Temperature characteristics over the Carpathian Basin‐projected changes of climate indices at regional and local scale based on bias‐adjusted CORDEX simulations C. Simon et al. 10.1002/joc.8045
- Regional climate model emulator based on deep learning: concept and first evaluation of a novel hybrid downscaling approach A. Doury et al. 10.1007/s00382-022-06343-9
Latest update: 29 May 2025
Short summary
This research paper proposes an assessment of mean climate change responses and related uncertainties over Europe for mean seasonal temperature and total seasonal precipitation. An advanced statistical approach is applied to a large ensemble of 87 high-resolution EURO-CORDEX projections. For the first time, we provide a comprehensive estimation of the relative contribution of GCMs and RCMs, RCP scenarios, and internal variability to the total variance of a very large ensemble.
This research paper proposes an assessment of mean climate change responses and related...
Altmetrics
Final-revised paper
Preprint