Items where Subject is "Institute of Atmospheric Physics > Earth System Model Evaluation and Analysis"
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Number of items at this level: 187.
Adeniyi, Kemisola (2019) Characteristics of droughts in CMIP6 models. Master's, Universität Bremen. Volltext nicht online. |
Andela, Bouwe and Brötz, Björn and de Mora, Lee and Drost, Niels and Eyring, Veronika and Koldunov, Nikolay and Lauer, Axel and Müller, Benjamin and Predoi, Valeriu and Righi, Mattia and Schlund, Manuel and Vegas-Regidor, Javier and Zimmermann, Klaus and Kemisola, Adeniyi and Enrico, Arnone and Bellprat, Omar and Berg, Peter and Bock, Lisa and Bodas-Salcedo, Alejandro and Caron, Louis-Philippe and Carvalhais, Nuno and Cionni, Irene and Cortesi, Nicola and Corti, Susanna and Bas, Crezee and Davin, Edouard and Davini, Paolo and Deser, Clara and Diblen, Faruk and Docquier, David and Dreyer, Laura and Ehbrecht, Carsten and Earnshaw, Paul and Gier, Bettina and Gonzalez-Reviriego, Nube and Goodman, Paul and Hagemann, Stefan and Hardacre, Catherine and von Hardenberg, Jost and Hassler, Birgit and Heuer, Helge Gustav Helmut and Hunter, Alasdair and Kadow, Christopher and Kindermann, Stephan and Koirala, Sujan and Kühbacher, Birgit and Lledo, Llorenc and Lejeune, Quentin and Lembo, Valerio and Little, Bill and Loosveldt Tomas, Saskia and Lorenz, Ruth and Lovato, Tomas and Lucarini, Valerio and Massonnett, Francois and Mohr, Christian Wilhelm and Amarjiit, Pandde and Pérez-Zanón, Nuria and Phillips, Adam S. and Russell, Joellen L. and Sandstad, Marit and Sellar, Alistair and Senftleben, Daniel and Serva, Federico and Sillmann, Jana and Stacke, Tobias and Swaminathan, Ranjini and Torralba, Véronica and Weigel, Katja and Sarauer, Ellen and Roberts, Charles and Kaverla, Peter and Alidoost, Sarah and Verhoeven, Stefan and Vreede, Barbara and Smeets, Stef and Soares Siqueira, Abel and Kazeroni, Rémi and Potter, Jerry and Winterstein, Franziska and Beucher, Romain and Kraft, Jeremy and Ruhe, Lukas and Bonnet, Pauline and Munday, Gregory (2024) Earth System Model Evaluation Tool (ESMValtool) version 2.11.0. [Other] Volltext nicht online. |
Arias, Paola and Bellouin, Nicolas and Coppola, Erika and Jones, Richard and Krinner, Gerhard and Marotzke, Jochem and Naik, Vaishali and Palmer, Matthew and Plattner, Gian-Kaspar and Rogelj, Joeri and Rojas, Maisa and Sillmann, Jana and Storelvmo, Trude and Thorne, Peter and Trewin, Blair and Achutarao, Krishna and Adhikary, Bhupesh and Allan, Richard and Armour, Kyle and Bala, Govindasamy and Barimalala, Rondrotiana and Berger, Sophie and Canadell, Josep G. and Cassou, Christophe and Cherchi, Annalisa and Collins, William D. and Collins, William J. and Connors, Sarah and Corti, Susanna and Cruz, Faye and Dentener, Frank J. and Dereczynski, Claudine and Di Luca, Alejandro and Diongue Niang, Aida and Doblas-Reyes, Paco and Dosio, Alessandro and Douville, Hervé and Engelbrecht, Francois and Eyring, Veronika and Fischer, Erich M. and Forster, Piers and Fox-Kemper, Baylor and Fuglestvedt, Jan and Fyfe, John and Gillett, Nathan and Goldfarb, Leah and Gorodetskaya, Irina and Gutierrez, Jose Manuel and Hamdi, Rafiq and Hawkins, Ed and Hewitt, Helene and Hope, Pandora and Islam, Akm Saiful and Jones, Christopher and Kaufmann, Darrell and Kopp, Robert and Kosaka, Yu and Kossin, James and Krakovska, Svitlana and Li, Jian and Lee, June-Yi and Masson-Delmotte, Valérie and Mauritsen, Thorsten and Maycock, Thomas and Meinshausen, Malte and Min, Seung-ki and Ngo Duc, Thanh and Otto, Friederike and Pinto, Izidine and Pirani, Anna and Raghavan, Krishnan and Ranasighe, Roshanka and Ruane, Alexander and Ruiz, Lucas and Sallée, Jean-Baptiste and Samset, Bjorn H. and Sathyendranath, Shubha and Monteiro, Pedro Scheel and Seneviratne, Sonia I. and Sörensson, Anna Amelia and Szopa, Sophie and Takayabu, Izuru and Treguier, Anne-Marie and van den Hurk, Bart and Vautard, Robert and Von Schuckmann, Karina and Zaehle, Sönke and Zhang, Xuebin and Zickfeld, Kirsten (2021) Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change; Technical Summary. Volltext nicht online. |
Ayarzagüena, Blanca and Charlton-Perez, A. J. and Butler, A. and Hitchcock, Peter and Simpson, Isla R. and Polvani, Lorenzo M. and Butchart, N. and Gerber, E. P. and Gray, Lesley and Hassler, Birgit and Lin, P. and Lott, F. and Manzini, E. and Mizuta, R. and Orbe, Clara and Osprey, S.M. and Saint-Martin, David and Sigmond, M. and Taguchi, M. and Volodin, E.M. and Watanabe, S. (2020) Uncertainty in the response of sudden stratospheric warmings and stratosphere‐troposphere coupling to quadrupled CO2 concentrations in CMIP6 models. Journal of Geophysical Research: Atmospheres, 125 (6), e2019JD032345/1-21. Wiley. doi: 10.1029/2019JD032345. ISSN 0148-0227. |
Badia, Alba and Iglesias-Suarez, Fernando and Fernandez, Rafael P. and Cuevas, Carlos A. and Kinnison, D. E. and Lamarque, J. F. and Griffiths, Paul T. and Tarasick, David and Liu, Jane and Saiz-Lopez, Alfonso (2021) The role of natural halogens in global tropospheric ozone chemistry and budget under different 21st century climate scenarios. Journal of Geophysical Research: Atmospheres. Wiley. doi: 10.1029/2021JD034859. ISSN 2169-897X. |
Bajaj, Prapti and Ivlev, Alexei and Räth, Christoph and Schwabe, Mierk (2023) Studying turbulence in a fluid with background damping. Physical Review E, 107, 064603. American Physical Society. doi: 10.1103/PhysRevE.107.064603. ISSN 2470-0045. |
Bauer, Julian (2023) Understanding and Evaluating Clouds in Climate Models of Different Resolution. Master's, Ludwig–Maximilians–Universität München. Volltext nicht online. |
Behrens, Gunnar (2024) Understanding and Modelling Convection with Machine Learning. Dissertation, Universität Bremen und DLR, IPA. doi: 10.26092/elib/3050. |
Behrens, Gunnar and Beucler, Tom and Gentine, Pierre and Iglesias-Suarez, Fernando and Pritchard, Michael and Eyring, Veronika (2022) Non-Linear Dimensionality Reduction With a Variational Encoder Decoder to Understand Convective Processes in Climate Models. Journal of Advances in Modeling Earth Systems, 14 (8). Wiley. doi: 10.1029/2022MS003130. ISSN 1942-2466. |
Behrens, Gunnar and Beucler, Tom and Gentine, Pierre and Iglesias-Suarez, Fernando and Pritchard, Michael and Eyring, Veronika (2022) Non-Linear Dimensionality Reduction With a Variational Encoder Decoder (VED) to Understand Convective Processes in Climate Models. American Geophysical Union Fall Meeting 2022, 2022-12-12 - 2022-12-16, Chicago, USA. |
Behrens, Gunnar and Beucler, Tom and Iglesias-Suarez, Fernando and Yu, Sungduk and Gentine, Pierre and Pritchard, Michael and Schwabe, Mierk and Eyring, Veronika (2024) Simulating Atmospheric Processes in ESMs and Quantifying Uncertainties with Deep Learning Multi-Member and Stochastic Parameterizations. Oxford Workshop on Model Uncertainty, 2024-09-23 - 2024-09-26, Oxford, Vereinigtes Königreich. |
Bickel, Marius and Ponater, Michael and Bock, Lisa and Burkhardt, Ulrike and Reineke, Svenja (2019) Radiative forcing and rapid atmospheric adjustments induced by contrail cirrus. AGU fall meeting 2019, 2019-12-09 - 2019-12-13, San Francisco, USA. |
Bickel, Marius and Ponater, Michael and Bock, Lisa and Burkhardt, Ulrike and Reineke, Svenja (2020) Estimating the Effective Radiative Forcing of Contrail Cirrus. Journal of Climate, 33 (5), pp. 1991-2005. American Meteorological Society. doi: 10.1175/JCLI-D-19-0467.1. ISSN 0894-8755. |
Bickel, Marius and Ponater, Michael and Bock, Lisa and Burkhardt, Ulrike and Reineke, Svenja (2020) Climate impact of contrail cirrus. 20th ONERA-DLR Aerospace Symposium, 2020-11-17 - 2020-11-19, Online. |
Bickel, Marius and Ponater, Michael and Bock, Lisa and Reineke, Svenja (2019) Effective radiative forcing and rapid adjustments of contrail cirrus. 27. IUGG General Assembly, 2019-07-08 - 2019-07-18, Montreal, Canada. |
Bickel, Marius and Ponater, Michael and Burkhardt, Ulrike and Righi, Mattia and Hendricks, Johannes and Jöckel, Patrick and Bock, Lisa (2023) Climate impact of Contrail Cirrus: From conventional and Effective Radiative Forcings to Surface Temperature Change. IUGG 2023, 2023-07-11 - 2023-07-20, Berlin, Deutschland. |
Bock, Lisa and Burkhardt, Ulrike (2019) Contrail cirrus radiative forcing for future air traffic. Atmospheric Chemistry and Physics (ACP) (19), pp. 8163-8174. Copernicus Publications. doi: 10.5194/acp-19-8163-2019. ISSN 1680-7316. |
Bock, Lisa and Eyring, Veronika (2020) Quantifying progress across different CMIP phases with the ESMValTool. In: Climate Science2Policy workshop. Climate Science2Policy workshop, 2020-11-17 - 2020-11-18, virtuell. Volltext nicht online. |
Bock, Lisa and Eyring, Veronika and Hassler, Birgit and Lauer, Axel (2020) Evaluation of the new global climate model generation (CMIP6). Young Science Symposium 2020, IST Austria, 2020-05-15, online. Volltext nicht online. |
Bock, Lisa and Eyring, Veronika and Lauer, Axel and Righi, Mattia and Andela, Bouwe and Little, Bill and de Mora, Lee and Pedroi, Valeriu and Vegas-Regidor, Javier and Brötz, Björn and Hassler, Birgit and Schlund, Manuel (2019) CMIP6 Evaluation with the ESMValTool. CMIP6 Model Analysis Workshop, 2019-03-25 - 2019-03-28, Barcelona, Spanien. Volltext nicht frei. |
Bock, Lisa and Hassler, Birgit and Lauer, Axel (2021) New scientific diagnostics in the ESMValTool - an overview. EGU General Assembly 2021, 2021-04-19 - 2021-04-30, virtuell. Volltext nicht online. |
Bock, Lisa and Hassler, Birgit and Lauer, Axel and Schlund, Manuel and Eyring, Veronika (2021) Evaluation of CMIP6 and quantifying progress of climate models across different CMIP phases with the ESMValTool. AGU Fall Meeting 2021, 2021-12-13 - 2021-12-17, New Orleans, USA/virtuell. Volltext nicht online. |
Bock, Lisa and Lauer, Axel (2024) Cloud properties and their projected changes in CMIP models with low to high climate sensitivity. Atmospheric Chemistry and Physics (ACP), 24, pp. 1587-1605. Copernicus Publications. doi: 10.5194/acp-24-1587-2024. ISSN 1680-7316. |
Bock, Lisa and Lauer, Axel and Eyring, Veronika (2018) Towards regime-oriented evaluation of clouds with the ESMValTool. CFMIP Meeting on Clouds, Precipitation, Circulation, and Climate Sensitivity, 2018-10-16 - 2018-10-19, Boulder, USA. (Unpublished) Volltext nicht online. |
Bock, Lisa and Lauer, Axel and Eyring, Veronika (2023) Projected changes in cloud properties in low/medium/high ECS models from CMIP5 and CMIP6. EGU General Assembly 2023, 2023-04-24 - 2023-04-28, Wien, Österreich. doi: 10.5194/egusphere-egu23-11310. |
Bock, Lisa and Lauer, Axel and Schlund, Manuel and Barreiro, Marcelo and Bellouin, Nicolas and Jones, Colin and Meehl, G.A. and Predoi, Valeriu and Roberts, M. J. and Eyring, Veronika (2020) Quantifying progress across different CMIP phases with the ESMValTool. Journal of Geophysical Research: Atmospheres, pp. 1-28. Wiley. doi: 10.1029/2019JD032321. ISSN 2169-897X. |
Braesicke, Peter and Neu, Jessica L. and Fioletov, Vitali E. and Godin-Beekmann, Sophie and Hubert, Daan and Petropavlovskikh, Irina and Shiotani, Masato and Sinnhuber, Björn-Martin and Ball, William and Chang, Kay-Lan and Damadeo, Robert and Dhomse, Sandip and Frith, Stacey and Gaudel, Audrey and Hassler, Birgit and Hossaini, Ryan and Kremser, Stefanie and Misios, Stergios and Morgenstern, Olaf and Salawitch, Ross J. and Sofieva, Viktoria and Tourpali, Kleareti and Tweedy, Olga and Zawada, Daniel (2018) Update on Global Ozone: Past, Present, and Future, Chapter 3 in WMO Scientific Assessment of Ozone Depletion (2018). Other. |
Bräu, Melanie (2013) Sea-ice in decadal and long-term simulations with the Max Planck Institute Earth System Model. Bachelor's, Ludwig-Maximilians-Universität München. Volltext nicht online. |
Buchwitz, Michael and Reuter, Maximilian and Schneising, Oliver and Noel, Stefan and Gier, Bettina and Bovensmann, Heinrich and Burrows, John P. and Boesch, Hartmut and Anand, Jasdeep and Parker, Robert J. and Somkuti, Peter and Detmers, R. G. and Hasekamp, Otto and Aben, Ilse and Butz, Andre and Kuze, Akihiko and Suto, Hiroshi and Yoshida, Yukio and Crosp, David and O'Dell, Christopher (2018) Computation and analysis of atmospheric carbon dioxide annual mean growth rates from satellite observations during 2003 2016. Atmospheric Chemistry and Physics, 18 (23), pp. 17355-17370. Copernicus Publications. doi: 10.5194/acp-18-17355-2018. ISSN 1680-7316. |
Burkhardt, Ulrike and Bier, Andreas and Bock, Lisa (2019) Mitigating the contrail cirrus climate impact by reducing soot number emissions. Aviation Emissions Characterization (AEC) Reasearch Roadmap Meeting, 2019-05-21 - 2019-05-24, Washington. (Unpublished) Volltext nicht online. |
Burkhardt, Ulrike and Bier, Andreas and Bock, Lisa (2019) The impact of synoptic variability and aviation soot emissions on contrail cirrus radiative forcing. AMS Annual Meeting 2019, 2019-01-06 - 2019-01-10, Phoenix, USA. (Unpublished) Volltext nicht online. |
Burkhardt, Ulrike and Bier, Andreas and Bock, Lisa (2019) Climate impact of contrail cirrus, future development and mitigation��. AGU American Geophysical Union Meeting 2019, 2019-12-09 - 2019-12-13, San Francisco, USA. (Unpublished) Volltext nicht online. |
Burkhardt, Ulrike and Bock, Lisa and Bier, Andreas (2018) Mitigating the contrail cirrus climate impact by reducing aircraft soot number emissions. npj Climate and Atmospheric Science, 1, 37/1-7. Springer. doi: 10.1038/s41612-018-0046-4. ISSN 2397-3722. |
Burkhardt, Ulrike and Bock, Lisa and Bier, Andreas (2019) Einfluss von Kondensstreifenzirren aufs Klima und Mitigation durch Rußemissionsreduktionen. Treffen des Bundesverbands deutscher Luftverkehrswirtschaft, 2019-10-15, Berlin. (Unpublished) Volltext nicht online. |
Chipperfield, Martyn and Chrysanthou, Andreas and Damadeo, Robert and Dameris, Martin and Dhomse, Sandip and Fioletov, Vitali and Frith, Stacey and Godin-Beekmann, Sophie and Hassler, Birgit and Liu, Jane and Müller, Rolf and Petropavlovskikh, Irina and Santee, Michelle and Stauffer, Ryan and Tarasick, David and Thompson, Anne and Weber, Mark and Young, Paul (2022) Comment on "Observation of large and all-season ozone losses over the tropics" [AIP Adv. 12, 075006 (2022)]. AIP Advances (12). American Institute of Physics (AIP). doi: 10.1063/5.0121723. ISSN 2158-3226. |
Davis, Sean M. and Hassler, Birgit and Rosenlof, Karen H. (2018) Revisiting ozone measurements as an indicator of tropical width. Progress in Earth and Planetary Science, 5, 56/1-11. Springer. doi: 10.1186/s40645-018-0214-5. ISSN 2197-4284. |
Debeire, Kevin and Gerhardus, Andreas and Runge, Jakob and Eyring, Veronika (2024) Bootstrap aggregation and confidence measures to improve time series causal discovery. In: 3rd Conference on Causal Learning and Reasoning, CLeaR 2024, 236, pp. 979-1007. 3rd Conference on Causal Learning and Reasoning, CLeaR 2024 (Scopus; ISSN: 2640-3498), 2024-04-01, Los Angeles, USA. ISSN 2640-3498. |
Dhomse, Sandip and Chipperfield, Martyn P. and Dameris, Martin and Hassler, Birgit and Jöckel, Patrick and 42, alii (2018) Estimates of ozone return dates from Chemistry-Climate Model Initiative simulations. Atmospheric Chemistry and Physics, 18, pp. 8409-8438. Copernicus Publications. doi: 10.5194/acp-18-8409-2018. ISSN 1680-7316. |
Eyring, Veronika (2018) Earth System Model Evaluation with Observations to Constrain Future Climate Projections. Max-Planck-Institut für Sonnensystemforschung, 2018-07-25, Göttingen. Volltext nicht online. |
Eyring, Veronika (2018) Challenges and Opportunities for Earth System Modelling and Analysis in CMIP6. Challenges and Opportunities for Earth System Modelling and Analysis in CMIP6, 2018-11-19, Bern, Schweitz. Volltext nicht online. |
Eyring, Veronika (2020) Earth System Model Evaluation with Observations: Opportunities and Challenges for CMIP6. APPLICATE Kick-Off Meeting, Bremerhaven, Deutschland. Volltext nicht online. |
Eyring, Veronika (2019) Scientific Highlights from CMIP6. WCRP 40th Anniversary Symposium, 2019-12-08, San Francisco, USA. Volltext nicht online. |
Eyring, Veronika (2019) Machine learning based cloud parametrizations and causal discovery for climate models. AGU Fall Meeting 2019, 2019-12-09 - 2019-12-13, San Francisco, USA. Volltext nicht online. |
Eyring, Veronika (2020) Key challenges in climate research, monitoring and modelling for ESA from a CMIP perspective. Extension of the Earth Watch Programme Element “Global Monitoring of Essential Climate Variables” (GMECV-CCI), 2020-11-26, Online. Volltext nicht online. |
Eyring, Veronika (2020) Machine Learning Based Process-oriented Earth System Model Evaluation. AGU Fall Meeting 2020, 2020-12-01 - 2020-12-17, Online. Volltext nicht online. |
Eyring, Veronika (2021) Neueste Ergebnisse aus der Klimamodellierung und -Analyse. Europäischer Tag der Stiftungen: Zusammen gestalten wir Zukunft, 2021-10-01, Bremen. Volltext nicht online. |
Eyring, Veronika (2021) Erdsystemmodellierung: Neueste Ergebnisse. Evaluierung mit Erdbeobachtungsdaten aus der Raumfahrt und KI, 2021-10-27, Berlin. Volltext nicht online. |
Eyring, Veronika (2021) Machine learning based climate modelling and analysis. ESA-ECMWF WORKSHOP 2021, 2021-11-16, Virtual Event. Volltext nicht online. |
Eyring, Veronika (2021) Machine Learning Based Process-oriented Earth System Model Evaluation. AI4Good Seminar Series, 2021-11-17, Virtual Event. Volltext nicht online. |
Eyring, Veronika (2021) Machine learning physics-aware climate modelling. Invited Panel member “The Future of Climate Modelling”, 2021-11-03, Glasgow (remote). Volltext nicht online. |
Eyring, Veronika (2022) Invited Speech at the COP27 World Leader's Summit Openinc Ceremony. COP27, 2022-11-07, Sharm El Sheikh, Ägypten. Volltext nicht online. |
Eyring, Veronika (2022) Machine learning for improved understanding and projections of climate change. Seminar Series of the Cluster for Excellence "Machine Learning“, 2022-10-26, Tübingen, Deutschland. Volltext nicht online. |
Eyring, Veronika (2022) Monitoring Climate Change: Machine Learning for Improved Climate Models. Festival der Zukunft, 1E9 Deutsches Museum, 2022-07-22, München, Deutschland. Volltext nicht online. |
Eyring, Veronika (2023) Machine learning for improved understanding and projections of climate change. NCAR CGD Seminar, 2023-07-06, Boulder, USA. Volltext nicht online. |
Eyring, Veronika (2023) Machine learning for improved understanding and projections of climate change. Machine Learning for Science: Mathematics at the Interface of Data-driven and Mechanistic Modelling, 2023-06-15, Oberwolfach, Deutschland. Volltext nicht online. |
Eyring, Veronika (2023) Improving Earth System Model Parametrizations with Machine Learning. South African Regional - Global Modelling Community Model Workshop, 2023-11-30, Stellenbosch, South Africa. Volltext nicht online. |
Eyring, Veronika (2023) Improving Earth System Model Parametrizations with Machine Learning. Advances in global and regional climate modelling, 2023-10-23 - 2023-10-27, Kigali, Ruanda. Volltext nicht online. |
Eyring, Veronika (2023) Klimamodellierung: Evaluierung mit Erdbeobachtungsdaten der Raumfahrt, Prognosen und KI. -, 2023-04-19, Köln, Deutschland. Volltext nicht online. |
Eyring, Veronika (2023) Klimamodellierung: Evaluierung mit Erdbeobachtungsdaten der Raumfahrt, Prognosen und KI. Das Klima der Erde - Wandel und Herausforderung, 2023-04-18, Köln, Deutschland. Volltext nicht online. |
Eyring, Veronika (2024) Understanding and modelling the Earth system with Machine Learning. CESM Workshop, 2024-06-10, Boulder, USA. Volltext nicht online. |
Eyring, Veronika (2024) Understanding and modelling the Earth system with Machine Learning. 8th ENES HPC Workshop, 2024-05-22 - 2024-05-24, Lecce, Italy. Volltext nicht online. |
Eyring, Veronika and Bock, Lisa and Lauer, Axel and Righi, Mattia and Schlund, Manuel and Andela, Bouwe and Arnone, Enrico and Bellprat, Omar and Brötz, Björn and Caron, Louis-Philippe and Carvalhais, Nuno and Cionni, Irene and Cortesi, Nicola and Crezee, Bas and Davin, Edouard and Davini, Paolo and Debeire, Kevin and de Mora, Lee and Deser, Clara and Docquier, David and Earnshaw, Paul and Ehbrecht, Carsten and Gier, Bettina and Gonzalez-Reviriego, Nube and Goodman, Paul and Hagemann, Stefan and Hardiman, Steven and Hassler, Birgit and Hunter, Alasdair and Kadow, Christopher and Kindermann, Stephan and Koirala, Sujan and Koldunov, Nikolay and Lejuene, Quentin and Lembo, Valerio and Lovato, Tomas and Lucarini, Valerio and Massonnet, Francois and Müller, Benjamin and Pandde, Amarjiit and Pérez-Zanón, Nuria and Phillips, Adam S. and Predoi, Valeriu and Russell, Joellen L. and Sellar, Alistair and Serva, Federico and Stacke, Tobias and Swaminathan, Ranjini and Torralba, Véronica and Vegas-Regidor, Javier and von Hardenberg, Jost and Weigel, Katja and Zimmermann, Klaus (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. Geoscientific Model Development, 13. Copernicus Publications. doi: 10.5194/gmd-13-3383-2020. ISSN 1991-959X. |
Eyring, Veronika and Camps-Valls, Gustau and Gentine, Pierre and Reichstein, Markus (2024) Pushing Frontier Research in Climate Modelling and Understanding with AI for Urgent Mitigation and Adaptation Needs. UN SCIENCE, TECHNOLOGY, AND INNOVATION FOR THE SDGS (STI FORUM) 2024, 2024-05-09 - 2024-05-10, New York, USA. Volltext nicht online. |
Eyring, Veronika and Collins, William D. and Gentine, Pierre and Barnes, Elizabeth A. and Barreiro, Marcelo and Beucler, Tom and Bocquet, Marc and Bretherton, Christopher S. and Christensen, Hannah M. and Dagon, Katherine and Gagne, David John and Hall, David and Hammerling, Dorit and Hoyer, Stephan and Iglesias-Suarez, Fernando and Lopez-Gomez, Ignacio and McGraw, Marie C. and Meehl, Gerald A. and Molina, Maria J. and Monteleoni, Claire and Mueller, Juliane and Pritchard, Michael S. and Rolnick, David and Runge, Jakob and Stier, Philip and Watt-Meyer, Oliver and Weigel, Katja and Yu, Rose and Zanna, Laure (2024) Pushing the frontiers in climate modelling and analysis with machine learning. Nature Climate Change, pp. 1-13. Springer. doi: 10.1038/s41558-024-02095-y. ISSN 1758-678X. Volltext nicht online. |
Eyring, Veronika and Cox, Peter M. and Flato, Gregory and Gleckler, Peter J. and Abramowitz, Gab and Caldwell, Peter and Collins, William D. and Gier, Bettina and Hall, Alex D. and Hoffman, Forrest M. and Hurtt, George C. and Jahn, Alexandra and Jones, Chris D. and Klein, Stephen A. and Krasting, John and Kwiatkowski, Lester and Lorenz, Ruth and Maloney, Eric and Meehl, Gerald A. and Pendergrass, Angeline and Pincus, Robert and Ruane, Alex and Russell, Joellen L. and Sanderson, Benjamin M. and Santer, Benjamin D. and Sherwood, Steven C. and Simpson, Isla R. and Stouffer, Ronald J. and Williamson, Mark S. (2019) Taking climate model evaluation to the next level. Nature Climate Change, pp. 102-110. Springer. doi: 10.1038/s41558-018-0355-y. ISSN 1758-678X. Volltext nicht frei. |
Eyring, Veronika and Gentine, Pierre and Camps-Valls, Gustau and Lawrence, David M. and Reichstein, Markus (2024) AI-empowered next-generation multiscale climate modelling for mitigation and adaptation. Nature Geoscience, pp. 1-9. Nature Publishing Group. doi: 10.1038/s41561-024-01527-w. ISSN 1752-0894. Volltext nicht online. |
Eyring, Veronika and Gillett, N.P. and Achutarao, Krishna and Barimalala, Rondrotiana and Barreiro Parrillo, Marcelo and Bellouin, Nicolas and Cassou, Christophe and Durack, Paul and Kosaka, Yu and McGregor, Shayne and Min, Seung-ki and Morgenstern, O. and Sun, Ying (2021) Human Influence on the Climate System. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. In: IPCC Sixth Assessment Report Assessment Reports of IPCC. Cambridge University Press. (In Press) Volltext nicht online. |
Eyring, Veronika and Laguna de la Vera, Rafael and Marquart, Max (2022) Panel: Challenges of Climate Tech. 1st Worldfund Conference, 2022-07-22, München, Deutschland. Volltext nicht online. |
Eyring, Veronika and Mishra, Vimal and Griffith, Gary and Chen, Lei and Keenan, Trevor and Turetsky, Merritt and Brown, Sally and Jotzo, Frank and Moore, Frances and van der Linden, Sander (2021) Reflections and projections on a decade of climate science. Nature Climate Change. Springer. doi: 10.1038/s41558-021-01020-x. ISSN 1758-678X. |
Fritsch, Frauke (2020) Modeling of stratospheric transport time distributions for inert and chemically active species. Dissertation, Ludwig-Maximilians-Universität München. |
Galytska, Evgenia and Weigel, Katja and Handorf, Dörthe and Jaiser, Ralf and Köhler, Raphael and Runge, Jakob and Eyring, Veronika (2023) Evaluating Causal Arctic‐Midlatitude Teleconnections in CMIP6. Journal of Geophysical Research: Atmospheres, 128 (17). Wiley. doi: 10.1029/2022JD037978. ISSN 2169-897X. |
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Gottfriedsen, Julia Sophia and Berrendorf, Max and Gentine, Pierre and Hassler, Birgit and Reichstein, Markus and Weigel, Katja and Eyring, Veronika (2021) On the Generalization of Agricultural Drought Classification from Climate Data. Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS) Workshop 2021 "Tackling Climate Change with Machine Learning". Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS), 2021-12-06 - 2021-12-14, remote. Volltext nicht online. |
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Karmouche, Soufiane and Galytska, Evgenia and Runge, Jakob and Meehl, Gerald A. and Phillips, Adam S. and Weigel, Katja and Eyring, Veronika (2023) Regime-oriented causal model evaluation of Atlantic-Pacific teleconnections in CMIP6. Earth System Dynamics, 14 (2), pp. 309-344. Copernicus Publications. doi: 10.5194/esd-14-309-2023. ISSN 2190-4979. |
Keeble, James and Hassler, Birgit and Banerjee, Antara and Checa-Garcia, Ramiro and Chiodo, Gabriel and Davis, Sean and Eyring, Veronika and Griffiths, Paul T. and Morgenstern, Olaf and Nowack, Peer and Zeng, Guang and Zhang, Jiankai and Bodeker, Greg E. and Burrows, Susannah and Cameron-Smith, Philip J. and Cugnet, David and Danek, Christopher and Deushi, Makoto and Horowitz, Larry W. and Kubin, Anne and Li, Lijuan and Lohmann, Gerrit and Michou, Martine and Mills, Michael J. and Nabat, Pierre and Olivie, Dirk and Park, Sungsu and Seland, Øyvind and Stoll, Jens and Wieners, Karl-Hermann and Wu, Tongwen (2021) Evaluating stratospheric ozone and water vapour changes in CMIP6 models from 1850 to 2100. Atmospheric Chemistry and Physics (ACP), pp. 5015-5061. Copernicus Publications. doi: 10.5194/acp-21-5015-2021. ISSN 1680-7316. |
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Kloos, Corinna and von Hobe, Marc and Höpfner, Michael and Walker, Kaley A. and Riese, Martin and Ungermann, Jörn and Hassler, Birgit and Kremser, Stefanie and Bodeker, Greg E. (2019) Sampling bias adjustment for sparsely sampled satellite measurements applied to ACE-FTS carbonyl sulfide observations. Atmospheric Measurement Techniques (AMT), 12, pp. 2129-2138. Copernicus Publications. doi: 10.5194/amt-12-2129-2019. ISSN 1867-1381. |
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Kühbacher, Birgit and Iglesias-Suarez, Fernando and Kilbertus, Niki and Eyring, Veronika (2024) Towards Physically Consistent Deep Learning For Climate Model Parameterizations. International Conference on Machine Learning and Applications (ICMLA), 2024-10-16, Miami, FL, USA. Volltext nicht online. |
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Lauer, Axel and Eyring, Veronika and Hassler, Birgit and Zechlau, Sabrina and Vegas, J. and Serradell, K. and Hemming, D. and King, R. and Willen, Ulrika and Zimmermann, Klaus (2018) WP5 Adaptation of community climate evaluation tools for CCI. CMUG Integration Meeting, 2018-10-29 - 2018-10-31, Exeter, UK. Volltext nicht online. |
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Lauer, Axel and Jones, Colin and Eyring, Veronika and Evaldsson, Martin and Hagemann, Stefan and Mäkelä, Jarmo and Martin, Gill and Roehrig, Romain and Wang, Shiyu (2018) Process-level improvements in CMIP5 models and their impact on tropical variability, Southern Ocean and monsoons. Earth System Dynamics (9), pp. 33-67. Copernicus Publications. doi: 10.5194/esd-9-33-2018. ISSN 2190-4979. |
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Meehl, Gerald A. and Senior, Catherine A. and Eyring, Veronika and Flato, Gregory and Lamarque, Jean-Francois and Stouffer, Ronald J. and Taylor, Karl E. and Schlund, Manuel (2020) Context for interpreting equilibrium climate sensitivity and transient climate response from the CMIP6 earth system models. Science Advances, 6 (26), eaba1981/1-10. American Association for the Advancement of Science (AAAS). doi: 10.1126/sciadv.aba1981. ISSN 2375-2548. |
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Pastori, Lorenzo and Schwabe, Mierk and Eyring, Veronika (2023) Quantum Computing and Quantum Machine Learning for Earth System Models. Quantum Information Processing – Applications on Gate-based an Annealing Systems, 2023-08-28 - 2023-09-01, Jülich, Deutschland. Volltext nicht frei. |
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Sarauer, Ellen and Schwabe, Mierk and Weiss, Philipp and Lauer, Axel and Stier, Philip and Eyring, Veronika (2024) Physics-informed Machine Learning-based Cloud Microphysics parameterization for Earth System Models. In: Physics-informed Machine Learning-based Cloud Microphysics parameterization for Earth System Models. The Twelfth International Conference on Learning Representations. Workshop: Tackling Climate Change with Machine Learning, 2024-05-07 - 2024-05-11, Wien, Österreich. |
Sausen, Robert and Brinkop, Sabine and Brötz, Björn and Cai, Duy Sinh and Dietmüller, Simone and Eichinger, Roland and Eyring, Veronika and Frank, Franziska and Frömming, Christine and Garny, Hella and Gottschaldt, Klaus-Dirk and Graf, Phoebe and Grewe, Volker and Hendricks, Johannes and Jöckel, Patrick and Kaiser, Christopher and Kern, Bastian and Matthes, Sigrun and Mertens, Mariano and Pfeiffer, Andreas and Ponater, Michael and Rieger, Vanessa and Righi, Mattia (2018) Atmospheric Chemistry and Climate. In: High Performance Computing in Science and Engineering, Garching/Munich 2018 Bayerische Akademie der Wissenschaften. pp. 189-191. ISBN 978-3-9816675-2-3. |
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Schlund, Manuel and Eyring, Veronika (2020) Emergent constraints on ECS and carbon cycle feedbacks in CMIP6. Emergent Constraints & Tipping Point Workshops, 2020-11-23 - 2020-11-26, Virtual. Volltext nicht frei. |
Schlund, Manuel and Eyring, Veronika and Camps-Valls, Gustau and Friedlingstein, Pierre and Gentine, Pierre and Reichstein, Markus (2020) Constraining Uncertainty in Projected Gross Primary Production With Machine Learning. Journal of Geophysical Research: Biogeosciences, 125 (11), pp. 1-22. Wiley. doi: 10.1029/2019JG005619. ISSN 2169-8953. |
Schlund, Manuel and Eyring, Veronika and Camps-Valls, Gustau and Friedlingstein, Pierre and Gentine, Pierre and Reichstein, Markus (2019) Reducing Uncertainties in projected Gross Primary Production using Gradient Boosted Regression Trees. H2020 Project CRESCENDO General Assembly, 2019-10-01 - 2019-10-03, Paris, Frankreich. Volltext nicht frei. |
Schlund, Manuel and Eyring, Veronika and Lauer, Axel (2018) Constraining Transient Climate Response to Cumulative CO2 Emissions from CMIP models with observations. DLR Conference on Climate Change 2018, 2018-04-17 - 2018-04-19, Cologne, Germany. Volltext nicht frei. |
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