Methods for assessment of models
30 Jul 2020
Methods for assessment of models
| 30 Jul 2020
Earth System Model Evaluation Tool (ESMValTool) v2.0 – an extended set of large-scale diagnostics for quasi-operational and comprehensive evaluation of Earth system models in CMIP
Veronika Eyring et al.
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Cited
29 citations as recorded by crossref.
- Evaluating simulated climate patterns from the CMIP archives using satellite and reanalysis datasets using the Climate Model Assessment Tool (CMATv1) J. Fasullo 10.5194/gmd-13-3627-2020
- Validation of terrestrial biogeochemistry in CMIP6 Earth system models: a review L. Spafford & A. MacDougall 10.5194/gmd-14-5863-2021
- The Effect of Wind Stress on Seasonal Sea-Level Change on the Northwestern European Shelf T. Hermans et al. 10.1175/JCLI-D-21-0636.1
- Climate model projections from the Scenario Model Intercomparison Project (ScenarioMIP) of CMIP6 C. Tebaldi et al. 10.5194/esd-12-253-2021
- Earth System Model Evaluation Tool (ESMValTool) v2.0 – diagnostics for extreme events, regional and impact evaluation, and analysis of Earth system models in CMIP K. Weigel et al. 10.5194/gmd-14-3159-2021
- Earth System Model Evaluation Tool (ESMValTool) v2.0 – diagnostics for emergent constraints and future projections from Earth system models in CMIP A. Lauer et al. 10.5194/gmd-13-4205-2020
- Earth System Model Evaluation Tool (ESMValTool) v2.0 – technical overview M. Righi et al. 10.5194/gmd-13-1179-2020
- The climate system and the second law of thermodynamics M. Singh & M. O’Neill 10.1103/RevModPhys.94.015001
- Evaluation of the Performance of CMIP6 Models in Reproducing Rainfall Patterns over North Africa H. Babaousmail et al. 10.3390/atmos12040475
- Spatially resolved evaluation of Earth system models with satellite column-averaged CO<sub>2</sub> B. Gier et al. 10.5194/bg-17-6115-2020
- Emergent constraints on equilibrium climate sensitivity in CMIP5: do they hold for CMIP6? M. Schlund et al. 10.5194/esd-11-1233-2020
- Context for interpreting equilibrium climate sensitivity and transient climate response from the CMIP6 Earth system models G. Meehl et al. 10.1126/sciadv.aba1981
- Evaluating the Performance of Climate Models Based on Wasserstein Distance G. Vissio et al. 10.1029/2020GL089385
- The climate science for service partnership Brazil C. Jones 10.1002/cli2.30
- Biases in the albedo sensitivity to deforestation in CMIP5 models and their impacts on the associated historical radiative forcing Q. Lejeune et al. 10.5194/esd-11-1209-2020
- Toward an in-depth evaluation of the ecosystem component of CMIP6 Earth system models Z. Zhu 10.1016/j.accre.2021.08.006
- A traceability analysis system for model evaluation on land carbon dynamics: design and applications J. Zhou et al. 10.1186/s13717-021-00281-w
- Evaluating stratospheric ozone and water vapour changes in CMIP6 models from 1850 to 2100 J. Keeble et al. 10.5194/acp-21-5015-2021
- Constraining Uncertainty in Projected Gross Primary Production With Machine Learning M. Schlund et al. 10.1029/2019JG005619
- The Community Earth System Model Version 2 (CESM2) G. Danabasoglu et al. 10.1029/2019MS001916
- A systematic analysis of climate model precipitation in southern Brazil M. Pereima et al. 10.1002/joc.7460
- ESD Ideas: Global climate response scenarios for IPCC assessments R. Sutton & E. Hawkins 10.5194/esd-11-751-2020
- Comparison of Reanalysis and Observational Precipitation Datasets Including ERA5 and WFDE5 B. Hassler & A. Lauer 10.3390/atmos12111462
- Impact of increased resolution on long-standing biases in HighResMIP-PRIMAVERA climate models E. Moreno-Chamarro et al. 10.5194/gmd-15-269-2022
- The three major axes of terrestrial ecosystem function M. Migliavacca et al. 10.1038/s41586-021-03939-9
- Quantifying Progress Across Different CMIP Phases With the ESMValTool L. Bock et al. 10.1029/2019JD032321
- SITool (v1.0) – a new evaluation tool for large-scale sea ice simulations: application to CMIP6 OMIP X. Lin et al. 10.5194/gmd-14-6331-2021
- Observations for Model Intercomparison Project (Obs4MIPs): status for CMIP6 D. Waliser et al. 10.5194/gmd-13-2945-2020
- The physics of climate variability and climate change M. Ghil & V. Lucarini 10.1103/RevModPhys.92.035002
27 citations as recorded by crossref.
- Evaluating simulated climate patterns from the CMIP archives using satellite and reanalysis datasets using the Climate Model Assessment Tool (CMATv1) J. Fasullo 10.5194/gmd-13-3627-2020
- Validation of terrestrial biogeochemistry in CMIP6 Earth system models: a review L. Spafford & A. MacDougall 10.5194/gmd-14-5863-2021
- The Effect of Wind Stress on Seasonal Sea-Level Change on the Northwestern European Shelf T. Hermans et al. 10.1175/JCLI-D-21-0636.1
- Climate model projections from the Scenario Model Intercomparison Project (ScenarioMIP) of CMIP6 C. Tebaldi et al. 10.5194/esd-12-253-2021
- Earth System Model Evaluation Tool (ESMValTool) v2.0 – diagnostics for extreme events, regional and impact evaluation, and analysis of Earth system models in CMIP K. Weigel et al. 10.5194/gmd-14-3159-2021
- Earth System Model Evaluation Tool (ESMValTool) v2.0 – diagnostics for emergent constraints and future projections from Earth system models in CMIP A. Lauer et al. 10.5194/gmd-13-4205-2020
- Earth System Model Evaluation Tool (ESMValTool) v2.0 – technical overview M. Righi et al. 10.5194/gmd-13-1179-2020
- The climate system and the second law of thermodynamics M. Singh & M. O’Neill 10.1103/RevModPhys.94.015001
- Evaluation of the Performance of CMIP6 Models in Reproducing Rainfall Patterns over North Africa H. Babaousmail et al. 10.3390/atmos12040475
- Spatially resolved evaluation of Earth system models with satellite column-averaged CO<sub>2</sub> B. Gier et al. 10.5194/bg-17-6115-2020
- Emergent constraints on equilibrium climate sensitivity in CMIP5: do they hold for CMIP6? M. Schlund et al. 10.5194/esd-11-1233-2020
- Context for interpreting equilibrium climate sensitivity and transient climate response from the CMIP6 Earth system models G. Meehl et al. 10.1126/sciadv.aba1981
- Evaluating the Performance of Climate Models Based on Wasserstein Distance G. Vissio et al. 10.1029/2020GL089385
- The climate science for service partnership Brazil C. Jones 10.1002/cli2.30
- Biases in the albedo sensitivity to deforestation in CMIP5 models and their impacts on the associated historical radiative forcing Q. Lejeune et al. 10.5194/esd-11-1209-2020
- Toward an in-depth evaluation of the ecosystem component of CMIP6 Earth system models Z. Zhu 10.1016/j.accre.2021.08.006
- A traceability analysis system for model evaluation on land carbon dynamics: design and applications J. Zhou et al. 10.1186/s13717-021-00281-w
- Evaluating stratospheric ozone and water vapour changes in CMIP6 models from 1850 to 2100 J. Keeble et al. 10.5194/acp-21-5015-2021
- Constraining Uncertainty in Projected Gross Primary Production With Machine Learning M. Schlund et al. 10.1029/2019JG005619
- The Community Earth System Model Version 2 (CESM2) G. Danabasoglu et al. 10.1029/2019MS001916
- A systematic analysis of climate model precipitation in southern Brazil M. Pereima et al. 10.1002/joc.7460
- ESD Ideas: Global climate response scenarios for IPCC assessments R. Sutton & E. Hawkins 10.5194/esd-11-751-2020
- Comparison of Reanalysis and Observational Precipitation Datasets Including ERA5 and WFDE5 B. Hassler & A. Lauer 10.3390/atmos12111462
- Impact of increased resolution on long-standing biases in HighResMIP-PRIMAVERA climate models E. Moreno-Chamarro et al. 10.5194/gmd-15-269-2022
- The three major axes of terrestrial ecosystem function M. Migliavacca et al. 10.1038/s41586-021-03939-9
- Quantifying Progress Across Different CMIP Phases With the ESMValTool L. Bock et al. 10.1029/2019JD032321
- SITool (v1.0) – a new evaluation tool for large-scale sea ice simulations: application to CMIP6 OMIP X. Lin et al. 10.5194/gmd-14-6331-2021
Latest update: 17 May 2022
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Short summary
The Earth System Model Evaluation Tool (ESMValTool) is a community diagnostics and performance metrics tool designed to improve comprehensive and routine evaluation of earth system models (ESMs) participating in the Coupled Model Intercomparison Project (CMIP). It has undergone rapid development since the first release in 2016 and is now a well-tested tool that provides end-to-end provenance tracking to ensure reproducibility.
The Earth System Model Evaluation Tool (ESMValTool) is a community diagnostics and performance...