ESMValCore
Cite this software
Description
ESMValCore package

ESMValCore: core functionalities for the ESMValTool, a community diagnostic and performance metrics tool for routine evaluation of Earth System Models in the Climate Model Intercomparison Project (CMIP).
Getting started
Please have a look at the documentation to get started.
Using the ESMValCore package to run recipes
The ESMValCore package provides the esmvaltool command, which can be used to run
recipes
for working with CMIP-like data.
A large collection of ready to use
recipes and diagnostics
is provided by the
ESMValTool
package.
Using ESMValCore as a Python library
The ESMValCore package provides various functions for:
-
Finding data in a directory structure typically used for CMIP data.
-
Reading CMIP/CMOR tables and using those to check model and observational data.
-
ESMValTool preprocessor functions based on iris for e.g. regridding, vertical interpolation, statistics, correcting (meta)data errors, extracting a time range, etcetera.
read all about it in the API documentation.
Getting help
The easiest way to get help if you cannot find the answer in the documentation on readthedocs, is to open an issue on GitHub.
Contributing
Contributions are very welcome, please read our contribution guidelines to get started.
- Apache-2.0
Participating organisations
Reference papers
- 1.Author(s): Manuel Schlund, Birgit Hassler, Axel Lauer, Bouwe Andela, Patrick Jöckel, Rémi Kazeroni, Saskia Loosveldt Tomas, Brian Medeiros, Valeriu Predoi, Stéphane Sénési, Jérôme Servonnat, Tobias Stacke, Javier Vegas-Regidor, Klaus Zimmermann, Veronika EyringPublished in Geoscientific Model Development by Copernicus GmbH in 2023, page: 315-33310.5194/gmd-16-315-2023
- 2.Author(s): Mattia Righi, Bouwe Andela, Veronika Eyring, Axel Lauer, Valeriu Predoi, Manuel Schlund, Javier Vegas-Regidor, Lisa Bock, Björn Brötz, Lee de Mora, Faruk Diblen, Laura Dreyer, Niels Drost, Paul Earnshaw, Birgit Hassler, Nikolay Koldunov, Bill Little, Saskia Loosveldt Tomas, Klaus ZimmermannPublished in Geoscientific Model Development by Copernicus GmbH in 2020, page: 1179-119910.5194/gmd-13-1179-2020
Mentions
Analysis-ready climate data with ESMValCore
- 1.Author(s): A. Sabarinath, A. Naga Rajesh, T. Kesavavarthini, Meera M. NairPublished in Natural Hazards by Springer Science and Business Media LLC in 2025, page: 14177-1419510.1007/s11069-025-07355-4
- 2.Author(s): Manuel Schlund, Bouwe Andela, Jörg Benke, Ruth Comer, Birgit Hassler, Emma Hogan, Peter Kalverla, Axel Lauer, Bill Little, Saskia Loosveldt Tomas, Francesco Nattino, Patrick Peglar, Valeriu Predoi, Stef Smeets, Stephen Worsley, Martin Yeo, Klaus ZimmermannPublished in Geoscientific Model Development by Copernicus GmbH in 2025, page: 4009-402110.5194/gmd-18-4009-2025
- 3.Author(s): Kevin Debeire, Lisa Bock, Peer Nowack, Jakob Runge, Veronika EyringPublished in Earth System Dynamics by Copernicus GmbH in 2025, page: 607-63010.5194/esd-16-607-2025
- 4.Author(s): Eneko Martin-Martinez, Amanda Frigola, Eduardo Moreno-Chamarro, Daria Kuznetsova, Saskia Loosveldt-Tomas, Margarida Samsó Cabré, Pierre-Antoine Bretonnière, Pablo OrtegaPublished in Earth System Dynamics by Copernicus GmbH in 2025, page: 1343-136410.5194/esd-16-1343-2025
- 5.Author(s): Piero Campalani, Alice Crespi, Massimiliano Pittore, Marc ZebischPublished in Environmental Modelling & Software by Elsevier BV in 2025, page: 10644210.1016/j.envsoft.2025.106442
- 6.Author(s): Teresa Carmo-Costa, Roberto Bilbao, Jon Robson, Ana Teles-Machado, Pablo OrtegaPublished in Earth System Dynamics by Copernicus GmbH in 2025, page: 1001-102810.5194/esd-16-1001-2025
- 7.Author(s): Stephanie Fiedler, Trang V. Pham, Manuel Schlund, Sebastian Wahl, Natalia Sudarchikova, Sabine Bischof, Rachel M. HoeslyPublished in Journal of Advances in Modeling Earth Systems by American Geophysical Union (AGU) in 202510.1029/2025ms005067
- 8.Author(s): Dulcinea M. Avouris, Erin L. Hestir, Jacob Fleck, Jeffrey A. Hansen, Brian A. BergamaschiPublished in Earth and Space Science by American Geophysical Union (AGU) in 202510.1029/2024ea004048
- 9.Author(s): Yangyang Yu, Shaoqing Zhang, Haohuan Fu, Dexun Chen, Yishuai Jin, Yang Gao, Xiaopei Lin, Zhao Liu, Xiaojing Lv, Yunlong Fei, Kaidi WangPublished in Scientific Reports by Springer Science and Business Media LLC in 202510.1038/s41598-025-03092-7
- 10.Author(s): Axel Lauer, Lisa Bock, Birgit Hassler, Patrick Jöckel, Lukas Ruhe, Manuel SchlundPublished in Geoscientific Model Development by Copernicus GmbH in 2025, page: 1169-118810.5194/gmd-18-1169-2025
- 11.Author(s): Mamta Yadav, Keshav Singh RawatPublished in Quality & Quantity by Springer Science and Business Media LLC in 202510.1007/s11135-025-02413-2
- 12.Author(s): Yangyang Yu, Shaoqing Zhang, Haohuan Fu, Dexun Chen, Yang Gao, Xiaopei Lin, Zhao Liu, Xiaojing LvPublished in iScience by Elsevier BV in 2025, page: 11157410.1016/j.isci.2024.111574
- 13.Author(s): Paul T. Griffiths, Laura J. Wilcox, Robert J. Allen, Vaishali Naik, Fiona M. O'Connor, Michael Prather, Alex Archibald, Florence Brown, Makoto Deushi, William Collins, Stephanie Fiedler, Naga Oshima, Lee T. Murray, Bjørn H. Samset, Chris Smith, Steven Turnock, Duncan Watson-Parris, Paul J. YoungPublished in Atmospheric Chemistry and Physics by Copernicus GmbH in 2025, page: 8289-832810.5194/acp-25-8289-2025
- 14.Author(s): Baijun Tian, Eric J. Fetzer, Joao TeixeiraPublished in Journal of Geophysical Research: Atmospheres by American Geophysical Union (AGU) in 202410.1029/2023jd040536
- 15.Author(s): Elizaveta Malinina, Nathan P. GillettPublished in Weather and Climate Extremes by Elsevier BV in 2024, page: 10064210.1016/j.wace.2024.100642
- 16.Author(s): Jiwoo Lee, Peter J. Gleckler, Min-Seop Ahn, Ana Ordonez, Paul A. Ullrich, Kenneth R. Sperber, Karl E. Taylor, Yann Y. Planton, Eric Guilyardi, Paul Durack, Celine Bonfils, Mark D. Zelinka, Li-Wei Chao, Bo Dong, Charles Doutriaux, Chengzhu Zhang, Tom Vo, Jason Boutte, Michael F. Wehner, Angeline G. Pendergrass, Daehyun Kim, Zeyu Xue, Andrew T. Wittenberg, John KrastingPublished in Geoscientific Model Development by Copernicus GmbH in 2024, page: 3919-394810.5194/gmd-17-3919-2024
- 17.Author(s): Bettina K. Gier, Manuel Schlund, Pierre Friedlingstein, Chris D. Jones, Colin Jones, Sönke Zaehle, Veronika EyringPublished in Biogeosciences by Copernicus GmbH in 2024, page: 5321-536010.5194/bg-21-5321-2024
- 18.Author(s): Nicholas D. Lybarger, Abigail Smith, Andrew J. Newman, Ethan D. Gutmann, Andrew W. Wood, Christopher D. Frans, Michael D. Warner, Jeffrey R. ArnoldPublished in Journal of Geophysical Research: Atmospheres by American Geophysical Union (AGU) in 202410.1029/2023jd039774
- 19.Author(s): Ranjini Swaminathan, Tristan Quaife, Richard AllanPublished in Journal of Advances in Modeling Earth Systems by American Geophysical Union (AGU) in 202410.1029/2023ms004097
- 20.Author(s): Colin G. Jones, Fanny Adloff, Ben B. B. Booth, Peter M. Cox, Veronika Eyring, Pierre Friedlingstein, Katja Frieler, Helene T. Hewitt, Hazel A. Jeffery, Sylvie Joussaume, Torben Koenigk, Bryan N. Lawrence, Eleanor O'Rourke, Malcolm J. Roberts, Benjamin M. Sanderson, Roland Séférian, Samuel Somot, Pier Luigi Vidale, Detlef van Vuuren, Mario Acosta, Mats Bentsen, Raffaele Bernardello, Richard Betts, Ed Blockley, Julien Boé, Tom Bracegirdle, Pascale Braconnot, Victor Brovkin, Carlo Buontempo, Francisco Doblas-Reyes, Markus Donat, Italo Epicoco, Pete Falloon, Sandro Fiore, Thomas Frölicher, Neven S. Fučkar, Matthew J. Gidden, Helge F. Goessling, Rune Grand Graversen, Silvio Gualdi, José M. Gutiérrez, Tatiana Ilyina, Daniela Jacob, Chris D. Jones, Martin Juckes, Elizabeth Kendon, Erik Kjellström, Reto Knutti, Jason Lowe, Matthew Mizielinski, Paola Nassisi, Michael Obersteiner, Pierre Regnier, Romain Roehrig, David Salas y Mélia, Carl-Friedrich Schleussner, Michael Schulz, Enrico Scoccimarro, Laurent Terray, Hannes Thiemann, Richard A. Wood, Shuting Yang, Sönke ZaehlePublished in Earth System Dynamics by Copernicus GmbH in 2024, page: 1319-135110.5194/esd-15-1319-2024
- 21.Author(s): Ranjini Swaminathan, Jacob Schewe, Jeremy Walton, Klaus Zimmermann, Colin Jones, Richard A. Betts, Chantelle Burton, Chris D. Jones, Matthias Mengel, Christopher P. O. Reyer, Andrew G. Turner, Katja WeigelPublished in Earth's Future by American Geophysical Union (AGU) in 202410.1029/2024ef004901
- 22.Author(s): Lisa Bock, Axel LauerPublished in Atmospheric Chemistry and Physics by Copernicus GmbH in 2024, page: 1587-160510.5194/acp-24-1587-2024
- 23.Author(s): Megan C. Kirchmeier-Young, Elizaveta Malinina, Quinn E. Barber, Karen Garcia Perdomo, Salvatore R. Curasi, Yongxiao Liang, Piyush Jain, Nathan P. Gillett, Marc-André Parisien, Alex J. Cannon, Aranildo R. Lima, Vivek K. Arora, Yan Boulanger, Joe R. Melton, Laura Van Vliet, Xuebin ZhangPublished in npj Climate and Atmospheric Science by Springer Science and Business Media LLC in 202410.1038/s41612-024-00841-9
- 24.Author(s): Siyeon Kim, Juan Nathaniel, Zhewen Hou, Tian Zheng, Pierre GentinePublished in Scientific Data by Springer Science and Business Media LLC in 202410.1038/s41597-024-03959-w
- 25.Author(s): L. de Mora, G. Galli, Y. Artioli, S. Broszeit, S. L. Garrard, D. Baum, S. Weber, J. BlackfordPublished in Journal of Geophysical Research: Biogeosciences by American Geophysical Union (AGU) in 202410.1029/2023jg007395
- 26.Author(s): Roberto Bilbao, Pablo Ortega, Didier Swingedouw, Leon Hermanson, Panos Athanasiadis, Rosie Eade, Marion Devilliers, Francisco Doblas-Reyes, Nick Dunstone, An-Chi Ho, William Merryfield, Juliette Mignot, Dario Nicolì, Margarida Samsó, Reinel Sospedra-Alfonso, Xian Wu, Stephen YeagerPublished in Earth System Dynamics by Copernicus GmbH in 2024, page: 501-52510.5194/esd-15-501-2024
- 27.Author(s): Andrés Navarro, Francisco J TapiadorPublished in Environmental Research: Climate by IOP Publishing in 2024, page: 04200110.1088/2752-5295/ad6632
- 28.Author(s): Soufiane Karmouche, Evgenia Galytska, Gerald A. Meehl, Jakob Runge, Katja Weigel, Veronika EyringPublished in Earth System Dynamics by Copernicus GmbH in 2024, page: 689-71510.5194/esd-15-689-2024
- 29.Author(s): Matthias Nützel, Laura Stecher, Patrick Jöckel, Franziska Winterstein, Martin Dameris, Michael Ponater, Phoebe Graf, Markus KunzePublished in Geoscientific Model Development by Copernicus GmbH in 2024, page: 5821-584910.5194/gmd-17-5821-2024
- 30.Author(s): Jiaxin Xie, Xiaomang Liu, Scott Jasechko, Wouter R. Berghuijs, Kaiwen Wang, Changming Liu, Markus Reichstein, Martin Jung, Sujan KoiralaPublished in Nature Geoscience by Springer Science and Business Media LLC in 2024, page: 770-77710.1038/s41561-024-01483-5
- 31.Author(s): Aytaç Paçal, Birgit Hassler, Katja Weigel, M. Levent Kurnaz, Michael F. Wehner, Veronika EyringPublished in Journal of Geophysical Research: Atmospheres by American Geophysical Union (AGU) in 202310.1029/2023jd038906
- 32.Author(s): Jon Seddon, Ag Stephens, Matthew S. Mizielinski, Pier Luigi Vidale, Malcolm J. RobertsPublished in Geoscientific Model Development by Copernicus GmbH in 2023, page: 6689-670010.5194/gmd-16-6689-2023
- 33.Author(s): Peter Kuma, Frida A.-M. Bender, Alex Schuddeboom, Adrian J. McDonald, Øyvind SelandPublished in Atmospheric Chemistry and Physics by Copernicus GmbH in 2023, page: 523-54910.5194/acp-23-523-2023
- 34.Author(s): Lee de Mora, Ranjini Swaminathan, Richard P. Allan, Jerry C. Blackford, Douglas I. Kelley, Phil Harris, Chris D. Jones, Colin G. Jones, Spencer Liddicoat, Robert J. Parker, Tristan Quaife, Jeremy Walton, Andrew YoolPublished in Earth System Dynamics by Copernicus GmbH in 2023, page: 1295-131510.5194/esd-14-1295-2023
- 35.Author(s): Evgenia Galytska, Katja Weigel, Dörthe Handorf, Ralf Jaiser, Raphael Köhler, Jakob Runge, Veronika EyringPublished in Journal of Geophysical Research: Atmospheres by American Geophysical Union (AGU) in 202310.1029/2022jd037978
- 36.Author(s): Manuel Schlund, Birgit Hassler, Axel Lauer, Bouwe Andela, Patrick Jöckel, Rémi Kazeroni, Saskia Loosveldt Tomas, Brian Medeiros, Valeriu Predoi, Stéphane Sénési, Jérôme Servonnat, Tobias Stacke, Javier Vegas-Regidor, Klaus Zimmermann, Veronika EyringPublished in Geoscientific Model Development by Copernicus GmbH in 2023, page: 315-33310.5194/gmd-16-315-2023
- 37.Author(s): Anna L. Merrifield, Lukas Brunner, Ruth Lorenz, Vincent Humphrey, Reto KnuttiPublished in Geoscientific Model Development by Copernicus GmbH in 2023, page: 4715-474710.5194/gmd-16-4715-2023
- 38.Author(s): Axel Lauer, Lisa Bock, Birgit Hassler, Marc Schröder, Martin StengelPublished in Journal of Climate by American Meteorological Society in 2023, page: 281-31110.1175/jcli-d-22-0181.1
- 39.Author(s): A. Sabarinath, A. Naga Rajesh, Sachin S. Gunthe, T. V. Lakshmi KumarPublished in International Journal of Climatology by Wiley in 2023, page: 7496-751510.1002/joc.8276
- 40.Author(s): Banafsheh Abdollahi, Fakhereh Alidoost, Davood Moshir Panahi, Rolf Hut, Nick van de GiesenPublished in Water by MDPI AG in 2022, page: 195010.3390/w14121950
- 41.Author(s): Riccardo Rigon, Giuseppe Formetta, Marialaura Bancheri, Niccolò Tubini, Concetta D'Amato, Olaf David, Christian MassariPublished in Hydrology and Earth System Sciences by Copernicus GmbH in 2022, page: 4773-480010.5194/hess-26-4773-2022
- 42.Author(s): Shipra Jain, Julia Mindlin, Gerbrand Koren, Carla Gulizia, Claudia Steadman, Gaby S. Langendijk, Marisol Osman, Muhammad A. Abid, Yuhan Rao, Valentina RabanalPublished in AGU Advances by American Geophysical Union (AGU) in 202210.1029/2022av000676
- 43.Author(s): Rolf Hut, Niels Drost, Nick van de Giesen, Ben van Werkhoven, Banafsheh Abdollahi, Jerom Aerts, Thomas Albers, Fakhereh Alidoost, Bouwe Andela, Jaro Camphuijsen, Yifat Dzigan, Ronald van Haren, Eric Hutton, Peter Kalverla, Maarten van Meersbergen, Gijs van den Oord, Inti Pelupessy, Stef Smeets, Stefan Verhoeven, Martine de Vos, Berend WeelPublished in Geoscientific Model Development by Copernicus GmbH in 2022, page: 5371-539010.5194/gmd-15-5371-2022
- 44.Author(s): Josep Cos, Francisco Doblas-Reyes, Martin Jury, Raül Marcos, Pierre-Antoine Bretonnière, Margarida SamsóPublished in Earth System Dynamics by Copernicus GmbH in 2022, page: 321-34010.5194/esd-13-321-2022
- 45.Author(s): Johannes A. MittererPublished in Environmental Modelling & Software by Elsevier BV in 2022, page: 10540610.1016/j.envsoft.2022.105406
- 46.Author(s): Chengzhu Zhang, Jean-Christophe Golaz, Ryan Forsyth, Tom Vo, Shaocheng Xie, Zeshawn Shaheen, Gerald L. Potter, Xylar S. Asay-Davis, Charles S. Zender, Wuyin Lin, Chih-Chieh Chen, Chris R. Terai, Salil Mahajan, Tian Zhou, Karthik Balaguru, Qi Tang, Cheng Tao, Yuying Zhang, Todd Emmenegger, Susannah Burrows, Paul A. UllrichPublished in Geoscientific Model Development by Copernicus GmbH in 2022, page: 9031-905610.5194/gmd-15-9031-2022
- 47.Author(s): Núria Pérez-Zanón, Louis-Philippe Caron, Silvia Terzago, Bert Van Schaeybroeck, Llorenç Lledó, Nicolau Manubens, Emmanuel Roulin, M. Carmen Alvarez-Castro, Lauriane Batté, Pierre-Antoine Bretonnière, Susana Corti, Carlos Delgado-Torres, Marta Domínguez, Federico Fabiano, Ignazio Giuntoli, Jost von Hardenberg, Eroteida Sánchez-García, Verónica Torralba, Deborah VerfailliePublished in Geoscientific Model Development by Copernicus GmbH in 2022, page: 6115-614210.5194/gmd-15-6115-2022
- 48.Author(s): Jerom P. M. Aerts, Rolf W. Hut, Nick C. van de Giesen, Niels Drost, Willem J. van Verseveld, Albrecht H. Weerts, Pieter HazenbergPublished in Hydrology and Earth System Sciences by Copernicus GmbH in 2022, page: 4407-443010.5194/hess-26-4407-2022
- 49.Author(s): Sabrina Zechlau, Manuel Schlund, Peter M. Cox, Pierre Friedlingstein, Veronika EyringPublished in Journal of Geophysical Research: Biogeosciences by American Geophysical Union (AGU) in 202210.1029/2022jg006985
- 50.Published in Journal of Climate by American Meteorological Society in 2022, page: 29-4810.1175/jcli-d-21-0234.1
- 1.Author(s): C. Tebaldi, N.E. Selin, R. Ferrari, G. FlierlPublished in 202510.1146/annurev-environ-012125-085838
- 2.Author(s): Arthur Grundner, Tom Beucler, Julien Savre, Axel Lauer, Manuel Schlund, Veronika EyringPublished in 202510.1038/s41598-025-29155-3
- 3.Author(s): Amanda Frigola, Eneko Martin-Martinez, Eduardo Moreno-Chamarro, Margarida Samsó, Saskia Loosvelt-Tomas, Pierre-Antoine Bretonnière, Daria Kuznetsova, Xia Lin, Pablo OrtegaPublished in 202510.5194/os-21-3507-2025
- 4.Author(s): Olmo ME, Cos P, Campos D, Muñoz ÁG, V. Altava-Ortiz, A. Barrera-Escoda, Jury M, S. Loosveldt-Tomas, P.A. Bretonniere, F. Doblas-Reyes, Soret APublished in 202510.1016/j.wace.2025.100765
- 5.Author(s): Elizaveta Malinina, Nathan P Gillett, Karen Garcia Perdomo, Chris FogartyPublished in 202510.1088/2752-5295/ae1052
- 6.Author(s): Alba Santos-Espeso, María Gonçalves Ageitos, Pablo Ortega, Margarida Samso Cabré, Saskia Loosveldt TomasPublished in 202510.5194/esd-16-2161-2025
- 7.Author(s): Wolfgang A. Müller, Trang V. Pham, Andrea Schneidereit, Victor Brovkin, Fatemeh Chegini, Veronika Gayler, Moritz Hanke, Tatiana Ilyina, Peter Korn, Julian Krüger, Iuliia Polkova, Manuel Schlund, Tobias Stacke, Dakuan Yu, Jochem MarotzkePublished in 202510.5194/gmd-18-9385-2025
- 8.Author(s): Pep Cos, Raül Marcos-Matamoros, Markus Donat, Rashed Mahmood, Francisco J. Doblas-ReyesPublished in 202410.1175/jcli-d-23-0494.1
- 9.Published in 202410.5194/egusphere-2024-453-rc1
- 10.Author(s): Nicholas Loveday, Deryn Griffiths, Tennessee Leeuwenburg, Robert Taggart, Thomas C. Pagano, George Cheng, Kevin Plastow, Elizabeth Ebert, Cassandra Templeton, Maree Carroll, Mohammadreza Khanarmuei, Isha NagpalPublished in 202410.1175/bams-d-23-0267.1
- 11.Author(s): Juan Antonio AñelPublished by Copernicus GmbH in 202410.5194/egusphere-2024-2897-cec2
- 12.Author(s): Axel Lauer, Lisa Bock, Birgit Hassler, Patrick Jöckel, Lukas Ruhe, Manuel SchlundPublished by Copernicus GmbH in 202410.5194/egusphere-2024-1518
- 13.Author(s): Jiwoo LeePublished in 202410.5194/egusphere-2023-2720-ac2
- 14.Author(s): Aytaç PAÇAL, Birgit Hassler, Katja Weigel, Mehmet Levent Kurnaz, Michael F Wehner, Veronika EyringPublished by Wiley in 202310.22541/essoar.168275876.64237989/v1
- 15.Published by Copernicus GmbH in 202310.5194/esd-2023-36-rc2
- 16.Author(s): J. David Neelin, John P. Krasting, Aparna Radhakrishnan, Jessica Liptak, Thomas Jackson, Yi Ming, Wenhao Dong, Andrew Gettelman, Danielle R. Coleman, Eric D. Maloney, Allison A. Wing, Yi-Hung Kuo, Fiaz Ahmed, Paul Ullrich, Cecilia M. Bitz, Richard B. Neale, Ana Ordonez, Elizabeth A. MaroonPublished in 202310.1175/bams-d-21-0268.1
- 17.Author(s): Ranjini Swaminathan, Tristan Quaife, Richard Philip AllanPublished by Wiley in 202310.22541/essoar.170049918.89868321/v1
- 18.Author(s): Nicholas D. Lybarger, Abigail Smith, Andrew J Newman, Ethan D. Gutmann, Andrew W Wood, Christopher Frans, Michael D Warner, Jeffrey ArnoldPublished by Wiley in 202310.22541/essoar.169832088.83657291/v1
- 19.Author(s): Rasmus E. Benestad, Cristian Lussana, Andreas DoblerPublished by Springer Science and Business Media LLC in 202310.21203/rs.3.rs-3198800/v1
- 20.Published by Copernicus GmbH in 202210.5194/gmd-2022-38-rc2
- 21.Published by Copernicus GmbH in 202210.5194/hess-2021-605-rc1
- 22.Author(s): Markus HrachowitzPublished by Copernicus GmbH in 202210.5194/hess-2021-644-rc1
- 23.Author(s): Chengzhu Zhang, Jean-Christophe Golaz, Ryan Forsyth, Tom Vo, Shaocheng Xie, Zeshawn Shaheen, Gerald L. Potter, Xylar S. Asay-Davis, Charles S. Zender, Wuyin Lin, Chih-Chieh Chen, Chris R. Terai, Salil Mahajan, Tian Zhou, Karthik Balaguru, Qi Tang, Cheng Tao, Yuying Zhang, Todd Emmenegger, Paul UllrichPublished by Copernicus GmbH in 202210.5194/gmd-2022-38
- 24.Author(s): Valeriu PredoiPublished by Copernicus GmbH in 202210.5194/gmd-2022-38-rc1
- 25.Author(s): Núria Pérez-ZanónPublished by Copernicus GmbH in 202210.5194/gmd-2021-368-ac1
- 26.Author(s): Chengzhu ZhangPublished by Copernicus GmbH in 202210.5194/gmd-2022-38-ac2
- 27.Published by Copernicus GmbH in 202210.5194/gmd-2022-205-rc2
- 28.Published by Copernicus GmbH in 202210.5194/gmd-2021-368-rc2
- 29.Published by Copernicus GmbH in 202210.5194/gmd-2022-205-rc1
- 30.Author(s): Evgenia Galytska, Katja Weigel, Dörthe Handorf, Ralf Jaiser, Raphael Harry Köhler, Jakob Runge, Veronika EyringPublished by Wiley in 202210.1002/essoar.10512569.1
- 31.Published by Copernicus GmbH in 202210.5194/gmd-2021-368-rc1
- 32.Author(s): Chengzhu ZhangPublished by Copernicus GmbH in 202210.5194/gmd-2022-38-ac1
- 33.Published by Copernicus GmbH in 202210.5194/gmd-2021-344-rc2
- 34.Author(s): Núria Pérez-ZanónPublished by Copernicus GmbH in 202210.5194/gmd-2021-368-ac2
- 35.Author(s): Rolf HutPublished by Copernicus GmbH in 202210.5194/gmd-2021-344-ac2
- 36.Author(s): Chunxue Yang, Chiara Cagnazzo, Vincenzo Artale, Bruno Buongiorno Nardelli, Carlo Buontempo, Jacopo Busatto, Luca Caporaso, Claudia Cesarini, Irene Cionni, John Coll, Bas Crezee, Paolo Cristofanelli, Vincenzo de Toma, Yassmin Hesham Essa, Veronika Eyring, Federico Fierli, Luke Grant, Birgit Hassler, Martin Hirschi, Philippe Huybrechts, Eva Le Merle, Francesca Elisa Leonelli, Xia Lin, Fabio Madonna, Evan Mason, François Massonnet, Marta Marcos, Salvatore Marullo, Benjamin Müller, Andre Obregon, Emanuele Organelli, Artur Palacz, Ananda Pascual, Andrea Pisano, Davide Putero, Arun Rana, Antonio Sánchez-Román, Sonia I. Seneviratne, Federico Serva, Andrea Storto, Wim Thiery, Peter Throne, Lander Van Tricht, Yoni Verhaegen, Gianluca Volpe, Rosalia SantoleriPublished in 202210.1175/bams-d-21-0109.1
- 37.Author(s): Rolf HutPublished by Copernicus GmbH in 202110.5194/gmd-2021-344-ac1
- 38.Author(s): Astrid KerkwegPublished by Copernicus GmbH in 202110.5194/gmd-2021-344-cec1
- 39.Published by Copernicus GmbH in 202110.5194/esd-2021-65-rc2
- 40.Author(s): Núria Pérez-Zanón, Louis-Philippe Caron, Silvia Terzago, Bert Van Schaeybroeck, Llorenç Lledó, Nicolau Manubens, Emmanuel Roulin, M. Carmen Alvarez-Castro, Lauriane Batté, Carlos Delgado-Torres, Marta Domínguez, Jost von Hardenberg, Eroteida Sánchez-García, Verónica Torralba, Deborah VerfailliePublished by Copernicus GmbH in 202110.5194/gmd-2021-368
- 41.Author(s): Pep CosPublished by Copernicus GmbH in 202110.5194/esd-2021-65-ac3
- 42.Author(s): Rolf Hut, Niels Drost, Nick van de Giesen, Ben van Werkhoven, Banafsheh Abdollahi, Jerom Aerts, Thomas Albers, Fakhereh Alidoost, Bouwe Andela, Jaro Camphuijsen, Yifat Dzigan, Ronald van Haren, Eric Hutton, Peter Kalverla, Maarten van Meersbergen, Gijs van den Oord, Inti Pelupessy, Stef Smeets, Stefan Verhoeven, Martine de Vos, Berend WeelPublished by Copernicus GmbH in 202110.5194/gmd-2021-344
- 43.Published by Copernicus GmbH in 202110.5194/gmd-2021-150-rc2
- 44.Author(s): Lynsay SpaffordPublished by Copernicus GmbH in 202110.5194/gmd-2021-150-ac1
- 45.Published by Copernicus GmbH in 202110.5194/gmd-2021-344-rc1
- 46.Author(s): Lynsay Spafford, Andrew Hugh MacDougallPublished in 202110.5194/gmd-2021-150
- 47.Published by Copernicus GmbH in 202110.5194/gmd-2021-150-rc1
- 48.Published by Copernicus GmbH in 202110.5194/esd-2021-65-rc1
- 49.Author(s): Pep CosPublished by Copernicus GmbH in 202110.5194/esd-2021-65-ac1
- 50.Author(s): Pep CosPublished by Copernicus GmbH in 202110.5194/esd-2021-65-ac2