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
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 sin...
| Autores: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
|---|---|
| Tipo de recurso: | artículo |
| Fecha de publicación: | 2020 |
| País: | España |
| Institución: | Universitat Politècnica de Catalunya (UPC) |
| Repositorio: | UPCommons. Portal del coneixement obert de la UPC |
| Idioma: | inglés |
| OAI Identifier: | oai:upcommons.upc.edu:2117/328212 |
| Acceso en línea: | https://hdl.handle.net/2117/328212 https://dx.doi.org/10.5194/gmd-13-3383-2020 |
| Access Level: | acceso abierto |
| Palabra clave: | Climatic changes Greenhouse gases Earth systems data and models ESMValTool Earth system models (ESMs) Coupled Model Intercomparison Project (CMIP) Model simulations Warming Climate models Canvis climàtics Gasos d'efecte hivernacle Escalfament global -- Models matemàtics Simulacio per ordinador Àrees temàtiques de la UPC::Desenvolupament humà i sostenible::Degradació ambiental::Canvi climàtic |
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oai:upcommons.upc.edu:2117/328212 |
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ES |
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España |
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| dc.title.none.fl_str_mv |
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 |
| title |
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 |
| spellingShingle |
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 Eyring, Veronika Climatic changes Greenhouse gases Earth systems data and models ESMValTool Earth system models (ESMs) Coupled Model Intercomparison Project (CMIP) Model simulations Warming Climate models Canvis climàtics Gasos d'efecte hivernacle Escalfament global -- Models matemàtics Simulacio per ordinador Àrees temàtiques de la UPC::Desenvolupament humà i sostenible::Degradació ambiental::Canvi climàtic |
| title_short |
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 |
| title_full |
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 |
| title_fullStr |
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 |
| title_full_unstemmed |
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 |
| title_sort |
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 |
| dc.creator.none.fl_str_mv |
Eyring, Veronika Bock, Lisa Lauer, Axel Righi, Mattia Schlund, Manuel Andela, Bouwe Arnone, Enrico Bellprat, Omar|||0000-0001-6434-1793 Brötz, Björn Caron, Louis-Philippe|||0000-0001-5221-0147 Carvalhais, Nuno Cionni, Irene Cortesi, Nicola Crezee, Bas Davin, Edouard L. Davini, Paolo Debeire, Kevin Mora, Lee, de Deser, Clara Docquier, David Earnshaw, Paul Ehbrecht, Carsten Gier, Bettina K. Gonzalez-Reviriego, Nube Goodman, Paul Hagemann, Stefan Hardiman, Steven Hassler, Birgit Hunter, Alasdair Kadow, Christopher Kindermann, Stephan Koirala, Sujan Koldunov, Nikolay Lejeune, Quentin Lembo, Valerio Lovato, Tomas Lucarini, Valerio Massonnet, François Müller, Benjamin Pandde, Amarjiit Pérez-Zanón, Núria|||0000-0001-8568-3071 Phillips, Adam Predoi, Valeriu Russell, Joellen Sellar, Alistair Serva, Federico Stacke, Tobias Swaminathan, Ranjini Torralba, Verónica|||0000-0002-8941-1548 Vegas-Regidor, Javier|||0000-0003-0096-4291 Hardenberg, Jost, von Weigel, Katja Zimmermann, Klaus |
| author |
Eyring, Veronika |
| author_facet |
Eyring, Veronika Bock, Lisa Lauer, Axel Righi, Mattia Schlund, Manuel Andela, Bouwe Arnone, Enrico Bellprat, Omar|||0000-0001-6434-1793 Brötz, Björn Caron, Louis-Philippe|||0000-0001-5221-0147 Carvalhais, Nuno Cionni, Irene Cortesi, Nicola Crezee, Bas Davin, Edouard L. Davini, Paolo Debeire, Kevin Mora, Lee, de Deser, Clara Docquier, David Earnshaw, Paul Ehbrecht, Carsten Gier, Bettina K. Gonzalez-Reviriego, Nube Goodman, Paul Hagemann, Stefan Hardiman, Steven Hassler, Birgit Hunter, Alasdair Kadow, Christopher Kindermann, Stephan Koirala, Sujan Koldunov, Nikolay Lejeune, Quentin Lembo, Valerio Lovato, Tomas Lucarini, Valerio Massonnet, François Müller, Benjamin Pandde, Amarjiit Pérez-Zanón, Núria|||0000-0001-8568-3071 Phillips, Adam Predoi, Valeriu Russell, Joellen Sellar, Alistair Serva, Federico Stacke, Tobias Swaminathan, Ranjini Torralba, Verónica|||0000-0002-8941-1548 Vegas-Regidor, Javier|||0000-0003-0096-4291 Hardenberg, Jost, von Weigel, Katja Zimmermann, Klaus |
| author_role |
author |
| author2 |
Bock, Lisa Lauer, Axel Righi, Mattia Schlund, Manuel Andela, Bouwe Arnone, Enrico Bellprat, Omar|||0000-0001-6434-1793 Brötz, Björn Caron, Louis-Philippe|||0000-0001-5221-0147 Carvalhais, Nuno Cionni, Irene Cortesi, Nicola Crezee, Bas Davin, Edouard L. Davini, Paolo Debeire, Kevin Mora, Lee, de Deser, Clara Docquier, David Earnshaw, Paul Ehbrecht, Carsten Gier, Bettina K. Gonzalez-Reviriego, Nube Goodman, Paul Hagemann, Stefan Hardiman, Steven Hassler, Birgit Hunter, Alasdair Kadow, Christopher Kindermann, Stephan Koirala, Sujan Koldunov, Nikolay Lejeune, Quentin Lembo, Valerio Lovato, Tomas Lucarini, Valerio Massonnet, François Müller, Benjamin Pandde, Amarjiit Pérez-Zanón, Núria|||0000-0001-8568-3071 Phillips, Adam Predoi, Valeriu Russell, Joellen Sellar, Alistair Serva, Federico Stacke, Tobias Swaminathan, Ranjini Torralba, Verónica|||0000-0002-8941-1548 Vegas-Regidor, Javier|||0000-0003-0096-4291 Hardenberg, Jost, von Weigel, Katja Zimmermann, Klaus |
| author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
| dc.subject.none.fl_str_mv |
Climatic changes Greenhouse gases Earth systems data and models ESMValTool Earth system models (ESMs) Coupled Model Intercomparison Project (CMIP) Model simulations Warming Climate models Canvis climàtics Gasos d'efecte hivernacle Escalfament global -- Models matemàtics Simulacio per ordinador Àrees temàtiques de la UPC::Desenvolupament humà i sostenible::Degradació ambiental::Canvi climàtic |
| topic |
Climatic changes Greenhouse gases Earth systems data and models ESMValTool Earth system models (ESMs) Coupled Model Intercomparison Project (CMIP) Model simulations Warming Climate models Canvis climàtics Gasos d'efecte hivernacle Escalfament global -- Models matemàtics Simulacio per ordinador Àrees temàtiques de la UPC::Desenvolupament humà i sostenible::Degradació ambiental::Canvi climàtic |
| description |
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. It consists of (1) an easy-to-install, well-documented Python package providing the core functionalities (ESMValCore) that performs common preprocessing operations and (2) a diagnostic part that includes tailored diagnostics and performance metrics for specific scientific applications. Here we describe large-scale diagnostics of the second major release of the tool that supports the evaluation of ESMs participating in CMIP Phase 6 (CMIP6). ESMValTool v2.0 includes a large collection of diagnostics and performance metrics for atmospheric, oceanic, and terrestrial variables for the mean state, trends, and variability. ESMValTool v2.0 also successfully reproduces figures from the evaluation and projections chapters of the Intergovernmental Panel on Climate Change (IPCC) Fifth Assessment Report (AR5) and incorporates updates from targeted analysis packages, such as the NCAR Climate Variability Diagnostics Package for the evaluation of modes of variability, the Thermodynamic Diagnostic Tool (TheDiaTo) to evaluate the energetics of the climate system, as well as parts of AutoAssess that contains a mix of top–down performance metrics. The tool has been fully integrated into the Earth System Grid Federation (ESGF) infrastructure at the Deutsches Klimarechenzentrum (DKRZ) to provide evaluation results from CMIP6 model simulations shortly after the output is published to the CMIP archive. A result browser has been implemented that enables advanced monitoring of the evaluation results by a broad user community at much faster timescales than what was possible in CMIP5. |
| publishDate |
2020 |
| dc.date.none.fl_str_mv |
2020 2020-01-01 2020 2020-08-05 |
| dc.type.none.fl_str_mv |
journal article http://purl.org/coar/resource_type/c_6501 VoR http://purl.org/coar/version/c_970fb48d4fbd8a85 |
| dc.type.openaire.fl_str_mv |
info:eu-repo/semantics/article |
| format |
article |
| dc.identifier.none.fl_str_mv |
https://hdl.handle.net/2117/328212 https://dx.doi.org/10.5194/gmd-13-3383-2020 |
| url |
https://hdl.handle.net/2117/328212 https://dx.doi.org/10.5194/gmd-13-3383-2020 |
| dc.language.none.fl_str_mv |
Inglés eng |
| language_invalid_str_mv |
Inglés |
| language |
eng |
| dc.relation.none.fl_str_mv |
European Commission http://doi.org/10.13039/100010661 Horizon 2020 Framework Programme 727862 Advanced Prediction in Polar regions and beyond: Modelling, observing system design and LInkages associated with ArctiC ClimATE change European Commission http://doi.org/10.13039/100010661 Horizon 2020 Framework Programme 641727 PRocess-based climate sIMulation: AdVances in high resolution modelling and European climate Risk Assessment European Commission http://doi.org/10.13039/100010661 Horizon 2020 Framework Programme 824084 Infrastructure for the European Network for Earth System modelling |
| dc.rights.none.fl_str_mv |
open access http://purl.org/coar/access_right/c_abf2 Attribution 3.0 Spain http://creativecommons.org/licenses/by/3.0/es/ Attribution 3.0 Spain https://creativecommons.org/licenses/by/4.0/ |
| dc.rights.openaire.fl_str_mv |
info:eu-repo/semantics/openAccess |
| rights_invalid_str_mv |
open access http://purl.org/coar/access_right/c_abf2 Attribution 3.0 Spain http://creativecommons.org/licenses/by/3.0/es/ https://creativecommons.org/licenses/by/4.0/ |
| eu_rights_str_mv |
openAccess |
| dc.format.none.fl_str_mv |
application/pdf |
| dc.publisher.none.fl_str_mv |
Copernicus Publications |
| publisher.none.fl_str_mv |
Copernicus Publications |
| dc.source.none.fl_str_mv |
reponame:UPCommons. Portal del coneixement obert de la UPC instname:Universitat Politècnica de Catalunya (UPC) |
| instname_str |
Universitat Politècnica de Catalunya (UPC) |
| reponame_str |
UPCommons. Portal del coneixement obert de la UPC |
| collection |
UPCommons. Portal del coneixement obert de la UPC |
| repository.name.fl_str_mv |
|
| repository.mail.fl_str_mv |
|
| _version_ |
1869425171841941504 |
| spelling |
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 CMIPEyring, VeronikaBock, LisaLauer, AxelRighi, MattiaSchlund, ManuelAndela, BouweArnone, EnricoBellprat, Omar|||0000-0001-6434-1793Brötz, BjörnCaron, Louis-Philippe|||0000-0001-5221-0147Carvalhais, NunoCionni, IreneCortesi, NicolaCrezee, BasDavin, Edouard L.Davini, PaoloDebeire, KevinMora, Lee, deDeser, ClaraDocquier, DavidEarnshaw, PaulEhbrecht, CarstenGier, Bettina K.Gonzalez-Reviriego, NubeGoodman, PaulHagemann, StefanHardiman, StevenHassler, BirgitHunter, AlasdairKadow, ChristopherKindermann, StephanKoirala, SujanKoldunov, NikolayLejeune, QuentinLembo, ValerioLovato, TomasLucarini, ValerioMassonnet, FrançoisMüller, BenjaminPandde, AmarjiitPérez-Zanón, Núria|||0000-0001-8568-3071Phillips, AdamPredoi, ValeriuRussell, JoellenSellar, AlistairServa, FedericoStacke, TobiasSwaminathan, RanjiniTorralba, Verónica|||0000-0002-8941-1548Vegas-Regidor, Javier|||0000-0003-0096-4291Hardenberg, Jost, vonWeigel, KatjaZimmermann, KlausClimatic changesGreenhouse gasesEarth systems data and modelsESMValToolEarth system models (ESMs)Coupled Model Intercomparison Project (CMIP)Model simulationsWarmingClimate modelsCanvis climàticsGasos d'efecte hivernacleEscalfament global -- Models matemàticsSimulacio per ordinadorÀrees temàtiques de la UPC::Desenvolupament humà i sostenible::Degradació ambiental::Canvi climàticThe 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. It consists of (1) an easy-to-install, well-documented Python package providing the core functionalities (ESMValCore) that performs common preprocessing operations and (2) a diagnostic part that includes tailored diagnostics and performance metrics for specific scientific applications. Here we describe large-scale diagnostics of the second major release of the tool that supports the evaluation of ESMs participating in CMIP Phase 6 (CMIP6). ESMValTool v2.0 includes a large collection of diagnostics and performance metrics for atmospheric, oceanic, and terrestrial variables for the mean state, trends, and variability. ESMValTool v2.0 also successfully reproduces figures from the evaluation and projections chapters of the Intergovernmental Panel on Climate Change (IPCC) Fifth Assessment Report (AR5) and incorporates updates from targeted analysis packages, such as the NCAR Climate Variability Diagnostics Package for the evaluation of modes of variability, the Thermodynamic Diagnostic Tool (TheDiaTo) to evaluate the energetics of the climate system, as well as parts of AutoAssess that contains a mix of top–down performance metrics. The tool has been fully integrated into the Earth System Grid Federation (ESGF) infrastructure at the Deutsches Klimarechenzentrum (DKRZ) to provide evaluation results from CMIP6 model simulations shortly after the output is published to the CMIP archive. A result browser has been implemented that enables advanced monitoring of the evaluation results by a broad user community at much faster timescales than what was possible in CMIP5.This research has been supported by Horizon 2020 (grant nos. 641816, 727862, 641727, and 824084), the Copernicus Climate Change Service (C3S) (Metrics and Access to Global Indices for Climate Projections, MAGIC), the Helmholtz Association (Advanced Earth System Model Evaluation for CMIP, EVal4CMIP), the Deutsche Forschungsgemeinschaft (grant no. 274762653), the Federal Ministry of Education and Research (BMBF) (grant no. CMIP6-DICAD), and the European Space Agency (ESA Climate Change Initiative Climate Model User Group, ESA CCI CMUG).Peer ReviewedCopernicus Publications20202020-01-0120202020-08-05journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/328212https://dx.doi.org/10.5194/gmd-13-3383-2020reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)InglésengEuropean Commission http://doi.org/10.13039/100010661 Horizon 2020 Framework Programme 727862 Advanced Prediction in Polar regions and beyond: Modelling, observing system design and LInkages associated with ArctiC ClimATE changeEuropean Commission http://doi.org/10.13039/100010661 Horizon 2020 Framework Programme 641727 PRocess-based climate sIMulation: AdVances in high resolution modelling and European climate Risk AssessmentEuropean Commission http://doi.org/10.13039/100010661 Horizon 2020 Framework Programme 824084 Infrastructure for the European Network for Earth System modellingopen accesshttp://purl.org/coar/access_right/c_abf2Attribution 3.0 Spainhttp://creativecommons.org/licenses/by/3.0/es/Attribution 3.0 Spainhttps://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/3282122026-05-27T15:37:01Z |
| score |
15,300719 |