SDL Earth System Science
SDL ESS’s goals are to investigate new software and programming concepts to enable compute- and data-intensive ESS on current and next-generation supercomputing architectures and to provide high-level user support for Earth system modeling (ESM) and large-scale data analytics. Closely collaborating with IT and hardware experts, the SDL enables Earth system scientists to conduct and analyze simulations with impact on the solution of challenges related to climate change, air pollution, and ecosystem functions. The SDL’s work program focuses on the optimization of Earth system models with regard to performance and scalability, as well as the portability of these models to new hardware architectures of modular supercomputing systems.
SDL-ESS develops tools and libraries to enable simulations on future extreme-scale computing systems by developing a strategic approach to handle performance portability and support new emerging technologies for fast I/O-layers. The SDL has demonstrated competencies in the analysis of the computational and I/O demands of Earth system models, in porting model codes to new hardware architectures, and in enabling efficient handling when generating and archiving high-resolution spatial and temporal data, for example by improving lossy and lossless compression of data.
title | contact |
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A new TEstbed for Exploring Machine LEarning in Atmospheric Prediction (TEEMLEAP) | |
ICON-Seamless-ART (ICON-SmART) | Dr. Corinna Hoose |
Implementation of an InfraStructure for dAta-BasEd Learning in environmental sciences (ISABEL) | Dr. Marcus Strobl |
Multi-Level Monte Carlo for Multiresolution Climate Models | Maqsood Mubarak Rajput |
Titel | Ansprechperson |
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Waves2Weather | Prof. Dr. Peter Knippertz Dr. Ugur Cayoglu (SDL Ansprechpartner) |
Smart Research Data Management to facilitate Artificial Intelligence in Climate and Environmental Sciences (SmaRD-AI). | Dr. Marcus Strobl |
V-FOR-WaTer - Virtual research environment for water and terrestrial environmental research | |
Exascale Earth System Modeling |
title | contact |
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ICON Wetter- und Klimasimulationen | |
EMAC Klimasimulationen | |
ISABEL-Webportal | Dr. Marcus Strobl |
IMK Toolkit | Dr. Ugur Cayoglu |
NetCDF-2-Zarr | Dr. Ugur Cayoglu |
Web-basierte Visualisierung von Klimadaten | Ugur Cayoglu |
Pythonentwicklungssupport und Softwareadministration | Dr. Ugur Cayoglu |
List of Publications
Aversa, R.; Azmi, E.; Fischer, M.; Götz, M.
2024, May 2. Strategic Advisory Board (SAB) meeting for the Helmholtz Program EDF (2024), Karlsruhe, Germany, May 2, 2024
Azmi, E.
2024, March 5. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000169007
Strobl, M.; Azmi, E.; Bischof, B.; Dolich, A.; Hassler, S. K.; Mälicke, M.; Jaseetha, A. M.; Meyer, J.; Streit, A.; Zehe, E.
2023. E-Science-Tage 2023 : Empower Your Research – Preserve Your Data. Hrsg.: V. Heuveline, 295–300, heiBOOKS. doi:10.11588/heibooks.1288.c18091
Azmi, E.; Meyer, J.; Strobl, M.; Weimer, M.; Streit, A.
2023. PASC ’23: Proceedings of the Platform for Advanced Scientific Computing Conference Platform for Advanced Scientific Computing Conference (2023) Davos, Schweiz, 26.06.2023–28.06.2023, Art.-Nr.: 19, Association for Computing Machinery (ACM). doi:10.1145/3592979.3593418
Nerobelov, G.; Timofeyev, Y.; Virolainen, Y.; Polyakov, A.; Solomatnikova, A.; Poberovskii, A.; Kirner, O.; Al-Subari, O.; Smyshlyaev, S.; Rozanov, E.
2022. Remote Sensing, 14 (16), 3944. doi:10.3390/rs14163944
Strobl, M.; Azmi, E.; Hassler, S. K.; Mälicke, M.; Meyer, J.; Streit, A.; Zehe, E.
2022. E-Science-Tage 2021: Share Your Research Data. Hrsg.: V. Heuveline, 394–398, Heidelberger E-Books (heiBOOKS). doi:10.11588/heibooks.979.c13755
Haenel, F.; Woiwode, W.; Buchmüller, J.; Friedl-Vallon, F.; Höpfner, M.; Johansson, S.; Khosrawi, F.; Kirner, O.; Kleinert, A.; Oelhaf, H.; Orphal, J.; Ruhnke, R.; Sinnhuber, B.-M.; Ungermann, J.; Weimer, M.; Braesicke, P.
2022. Atmospheric Chemistry and Physics, 22 (4), 2843–2870. doi:10.5194/acp-22-2843-2022
Höpfner, M.; Kirner, O.; Wetzel, G.; Sinnhuber, B.-M.; Haenel, F.; Johansson, S.; Orphal, J.; Ruhnke, R.; Stiller, G.; Clarmann, T. von
2021. Atmospheric chemistry and physics, 21 (24), 18433–18464. doi:10.5194/acp-21-18433-2021
Weimer, M.; Buchmüller, J.; Hoffmann, L.; Kirner, O.; Luo, B.; Ruhnke, R.; Steiner, M.; Tritscher, I.; Braesicke, P.
2021. Atmospheric chemistry and physics, 21 (12), 9515–9543. doi:10.5194/acp-21-9515-2021
Wetzel, G.; Friedl-Vallon, F.; Glatthor, N.; Grooß, J.-U.; Gulde, T.; Höpfner, M.; Johansson, S.; Khosrawi, F.; Kirner, O.; Kleinert, A.; Kretschmer, E.; Maucher, G.; Nordmeyer, H.; Oelhaf, H.; Orphal, J.; Piesch, C.; Sinnhuber, B.-M.; Ungermann, J.; Vogel, B.
2021. Atmospheric chemistry and physics, 21 (10), 8213–8232. doi:10.5194/acp-21-8213-2021
Azmi, E.; Ehret, U.; Weijs, S. V.; Ruddell, B. L.; Perdigão, R. A. P.
2021. Hydrology and earth system sciences, 25 (2), 1103–1115. doi:10.5194/hess-25-1103-2021
Johansson, S.; Höpfner, M.; Kirner, O.; Wohltmann, I.; Bucci, S.; Legras, B.; Friedl-Vallon, F.; Glatthor, N.; Kretschmer, E.; Ungermann, J.; Wetzel, G.
2020. Atmospheric chemistry and physics, 20 (23), 14695–14715. doi:10.5194/acp-20-14695-2020
Zhao, Y.; Saunois, M.; Bousquet, P.; Lin, X.; Berchet, A.; Hegglin, M. I.; Canadell, J. G.; Jackson, R. B.; Deushi, M.; Jöckel, P.; Kinnison, D.; Kirner, O.; Strode, S.; Tilmes, S.; Dlugokencky, E. J.; Zheng, B.
2020. Atmospheric chemistry and physics, 20 (21), 13011–13022. doi:10.5194/acp-20-13011-2020
Ehret, U.; Pruijssen, R. van; Bortoli, M.; Loritz, R.; Azmi, E.; Zehe, E.
2020. Hydrology and earth system sciences, 24 (9), 4389–4411. doi:10.5194/hess-24-4389-2020
Azmi, E.; Strobl, M.; Pruijssen, R. van; Ehret, U.; Meyer, J.; Streit, A.
2020. Computational Science and Its Applications – ICCSA 2020 – 20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part I. Ed.: O. Gervasi, 617–633, Springer. doi:10.1007/978-3-030-58799-4_45
Amos, M.; Young, P. J.; Hosking, J. S.; Lamarque, J.-F.; Abraham, N. L.; Akiyoshi, H.; Archibald, A. T.; Bekki, S.; Deushi, M.; Jöckel, P.; Kinnison, D.; Kirner, O.; Kunze, M.; Marchand, M.; Plummer, D. A.; Saint-Martin, D.; Sudo, K.; Tilmes, S.; Yamashita, Y.
2020. Atmospheric chemistry and physics, 20 (16), 9961–9977. doi:10.5194/acp-20-9961-2020
Virolainen, Y. A.; Polyakov, A. V.; Kirner, O.
2020. Journal of applied spectroscopy, 87 (2), 319–325. doi:10.1007/s10812-020-01002-5
Meyer, J.; Azmi, E.; Hassler, S. K.; Mälicke, M.; Strobl, M.; Zehe, E.
2020. E-Science-Tage 2019: Data to Knowledge. Ed.: V. Heuveline, 199–201, Heidelberger E-Books (heiBOOKS). doi:10.11588/heibooks.598.c8434
Çayoğlu, U.
2020. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000105055
Zhao, Y.; Saunois, M.; Bousquet, P.; Lin, X.; Berchet, A.; Hegglin, M. I.; Canadell, J. G.; Jackson, R. B.; Hauglustaine, D. A.; Szopa, S.; Stavert, A. R.; Abraham, N. L.; Archibald, A. T.; Bekki, S.; Deushi, M.; Jöckel, P.; Josse, B.; Kinnison, D.; Kirner, O.; Marécal, V.; O’Connor, F. M.; Plummer, D. A.; Revell, L. E.; Rozanov, E.; Stenke, A.; Strode, S.; Tilmes, S.; Dlugokencky, E. J.; Zheng, B.
2019. Atmospheric chemistry and physics, 19 (21), 13701–13723. doi:10.5194/acp-19-13701-2019
Cayoglu, U.; Tristram, F.; Meyer, J.; Schröter, J.; Kerzenmacher, T.; Braesicke, P.; Streit, A.
2019. IEEE 15th International Conference on eScience : 24-27 September 2019, San Diego, California : proceedings. Ed.: Ilkay Altintas, 226–234, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/eScience.2019.00032
Cayoglu, U.; Tristram, F.; Meyer, J.; Kerzenmacher, T.; Braesicke, P.; Streit, A.
2019. INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft Hrsg.: K. David, 271–272, Gesellschaft für Informatik (GI). doi:10.18420/inf2019_39
Chrysanthou, A.; Maycock, A. C.; Chipperfield, M. P.; Dhomse, S.; Garny, H.; Kinnison, D.; Akiyoshi, H.; Deushi, M.; Garcia, R. R.; Jöckel, P.; Kirner, O.; Pitari, G.; Plummer, D. A.; Revell, L.; Rozanov, E.; Stenke, A.; Tanaka, T. Y.; Visioni, D.; Yamashita, Y.
2019. Atmospheric chemistry and physics, 19 (17), 11559–11586. doi:10.5194/acp-19-11559-2019
Lamy, K.; Portafaix, T.; Josse, B.; Brogniez, C.; Godin-Beekmann, S.; Bencherif, H.; Revell, L.; Akiyoshi, H.; Bekki, S.; Hegglin, M. I.; Jöckel, P.; Kirner, O.; Liley, B.; Marecal, V.; Morgenstern, O.; Stenke, A.; Zeng, G.; Abraham, N. L.; Archibald, A. T.; Butchart, N.; Chipperfield, M. P.; Di Genova, G.; Deushi, M.; Dhomse, S. S.; Hu, R.-M.; Kinnison, D.; Kotkamp, M.; McKenzie, R.; Michou, M.; O& apos; Connor, F. M.; Oman, L. D.; Pitari, G.; Plummer, D. A.; Pyle, J. A.; Rozanov, E.; Saint-Martin, D.; Sudo, K.; Tanaka, T. Y.; Visioni, D.; Yoshida, K.
2019. Atmospheric chemistry and physics, 19 (15), 10087–10110. doi:10.5194/acp-19-10087-2019
Azmi, E.; Ehret, U.; Meyer, J.; Pruijssen, R. van; Streit, A.; Strobl, M.
2019. Euro-Par 2019: Parallel Processing – 25th International Conference on Parallel and Distributed Computing, Göttingen, Germany, August 26–30, 2019, Proceedings. Ed.: R. Yahyapour. Ed.: R. Yahyapour, 256–269, Springer International Publishing. doi:10.1007/978-3-030-29400-7_19
Johansson, S.; Santee, M. L.; Grooß, J.-U.; Höpfner, M.; Braun, M.; Friedl-Vallon, F.; Khosrawi, F.; Kirner, O.; Kretschmer, E.; Oelhaf, H.; Orphal, J.; Sinnhuber, B.-M.; Tritscher, I.; Ungermann, J.; Walker, K. A.; Woiwode, W.
2019. Atmospheric chemistry and physics, 19 (12), 8311–8338. doi:10.5194/acp-19-8311-2019
Schultz, M.; Pleiter, D.; Bauer, P. (Eds.)
2019. Forschungszentrum Jülich
Azmi, E.
2019. IEEE International Conference on Data Mining Workshops(ICDMW), Singapore, November 17 - 20 2018, 1495–1496, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICDMW.2018.00215
Cayoglu, U.; Tristram, F.; Meyer, J.; Kerzenmacher, T.; Braesicke, P.; Streit, A.
2019. 2018 IEEE International Conference on Big Data (Big Data), Seattle, WA, December 10 - 13, 2018. Ed.: Y. Song, 3392–3401, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/BigData.2018.8622313
Cayoglu, U.; Schröter, J.; Meyer, J.; Streit, A.; Braesicke, P.
2018. Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2018, Seattle, WA, November 06-09, 2018, 556–559, Association for Computing Machinery (ACM). doi:10.1145/3274895.3274897
Timofeyev, Y. M.; Smyshlyaev, S. P.; Virolainen, Y. A.; Garkusha, A. S.; Polyakov, A. V.; Motsakov, M. A.; Kirner, O.
2018. Annales geophysicae, 36 (6), 1495–1505. doi:10.5194/angeo-36-1495-2018
Maycock, A. C.; Randel, W. J.; Steiner, A. K.; Karpechko, A. Y.; Christy, J.; Saunders, R.; Thompson, D. W. J.; Zou, C.-Z.; Chrysanthou, A.; Luke Abraham, N.; Akiyoshi, H.; Archibald, A. T.; Butchart, N.; Chipperfield, M.; Dameris, M.; Deushi, M.; Dhomse, S.; Di Genova, G.; Jöckel, P.; Kinnison, D. E.; Kirner, O.; Ladstädter, F.; Michou, M.; Morgenstern, O.; O’Connor, F.; Oman, L.; Pitari, G.; Plummer, D. A.; Revell, L. E.; Rozanov, E.; Stenke, A.; Visioni, D.; Yamashita, Y.; Zeng, G.
2018. Geophysical research letters. doi:10.1029/2018GL078035
Maycock, A. C.; Matthes, K.; Tegtmeier, S.; Schmidt, H.; Thiéblemont, R.; Hood, L.; Akiyoshi, H.; Bekki, S.; Deushi, M.; Jöckel, P.; Kirner, O.; Kunze, M.; Marchand, M.; Marsh, D. R.; Michou, M.; Plummer, D.; Revell, L. E.; Rozanov, E.; Stenke, A.; Yamashita, Y.; Yoshida, K.
2018. Atmospheric chemistry and physics, 18 (15), 11323–11343. doi:10.5194/acp-18-11323-2018
Khosrawi, F.; Kirner, O.; Stiller, G.; Höpfner, M.; Santee, M. L.; Kellmann, S.; Braesicke, P.
2018. Atmospheric chemistry and physics, 18 (12), 8873–8892. doi:10.5194/acp-18-8873-2018
Dhomse, S. S.; Kinnison, D.; Chipperfield, M. P.; Salawitch, R. J.; Cionni, I.; Hegglin, M. I.; Abraham, N. L.; Akiyoshi, H.; Archibald, A. T.; Bednarz, E. M.; Bekki, S.; Braesicke, P.; Butchart, N.; Dameris, M.; Deushi, M.; Frith, S.; Hardiman, S. C.; Hassler, B.; Horowitz, L. W.; Hu, R.-M.; Jöckel, P.; Josse, B.; Kirner, O.; Kremser, S.; Langematz, U.; Lewis, J.; Marchand, M.; Lin, M.; Mancini, E.; Marécal, V.; Michou, M.; Morgenstern, O.; O& apos; Connor, F. M.; Oman, L.; Pitari, G.; Plummer, D. A.; Pyle, J. A.; Revell, L. E.; Rozanov, E.; Schofield, R.; Stenke, A.; Stone, K.; Sudo, K.; Tilmes, S.; Visioni, D.; Yamashita, Y.; Zeng, G.
2018. Atmospheric chemistry and physics, 18 (11), 8409–8438. doi:10.5194/acp-18-8409-2018
Virolainen, Y. A.; Timofeev, Y. M.; Berezin, I. A.; Smyshlyaev, S. P.; Motsakov, M. A.; Kirner, O.
2018. Russian meteorology and hydrology, 43 (3), 161–167. doi:10.3103/S1068373918030044
Shved, G. M.; Virolainen, Y. A.; Timofeyev, Y. M.; Ermolenko, S. I.; Smyshlyaev, S. P.; Motsakov, M. A.; Kirner, O.
2018. Izvestiya / Atmospheric and oceanic physics, 54 (1), 32–38. doi:10.1134/S0001433817060111
Zhang, J.; Tian, W.; Xie, F.; Chipperfield, M. P.; Feng, W.; Son, S.-W.; Abraham, N. L.; Archibald, A. T.; Bekki, S.; Butchart, N.; Deushi, M.; Dhomse, S.; Han, Y.; Jöckel, P.; Kinnison, D.; Kirner, O.; Michou, M.; Morgenstern, O.; O’Connor, F. M.; Pitari, G.; Plummer, D. A.; Revell, L. E.; Rozanov, E.; Visioni, D.; Wang, W.; Zeng, G.
2018. Nature Communications, 9 (1), 206. doi:10.1038/s41467-017-02565-2
Virolainen, Y. A.; Timofeyev, Y. M.; Smyshlyaev, S. P.; Motsakov, M. A.; Kirner, O.
2017. Izvestiya / Atmospheric and oceanic physics, 53 (9), 911–917. doi:10.1134/S0001433817090328
Wetzel, G.; Oelhaf, H.; Höpfner, M.; Friedl-Vallon, F.; Ebersoldt, A.; Gulde, T.; Kazarski, S.; Kirner, O.; Kleinert, A.; Maucher, G.; Nordmeyer, H.; Orphal, J.; Ruhnke, R.; Sinnhuber, B.-M.
2017. Atmospheric chemistry and physics, 17 (23), 14631–14643. doi:10.5194/acp-17-14631-2017
Khosrawi, F.; Kirner, O.; Sinnhuber, B.-M.; Johansson, S.; Höpfner, M.; Santee, M. L.; Froidevaux, L.; Ungermann, J.; Ruhnke, R.; Woiwode, W.; Oelhaf, H.; Braesicke, P.
2017. Atmospheric chemistry and physics, 17 (21), 12893–12910. doi:10.5194/acp-17-12893-2017
Weimer, M.; Schröter, J.; Eckstein, J.; Deetz, K.; Neumaier, M.; Fischbeck, G.; Hu, L.; Millet, D. B.; Rieger, D.; Vogel, H.; Vogel, B.; Reddmann, T.; Kirner, O.; Ruhnke, R.; Braesicke, P.
2017. Geoscientific model development, 10 (6), 2471–2494. doi:10.5194/gmd-10-2471-2017
Eckstein, J.; Ruhnke, R.; Zahn, A.; Neumaier, M.; Kirner, O.; Braesicke, P.
2017. Atmospheric chemistry and physics, 17 (4), 2775–2794. doi:10.5194/acp-17-2775-2017
Castelli, E.; Ridolfi, M.; Carlotti, M.; Sinnhuber, B.-M.; Kirner, O.; Kiefer, M.; Dinelli, B. M.
2016. Atmospheric measurement techniques, 9 (11), 5499–5508. doi:10.5194/amt-9-5499-2016
Kiel, M.; Hase, F.; Blumenstock, T.; Kirner, O.
2016. Atmospheric measurement techniques, 9 (5), 2223–2239. doi:10.5194/amt-9-2223-2016
Virolainen, Y. A.; Timofeyev, Y. M.; Polyakov, A. V.; Ionov, D. V.; Kirner, O.; Poberovskii, A. V.; Imhasin, H. K.
2016. Izvestiya - Atmospheric and Ocean Physics, 52 (1), 57–65. doi:10.1134/S0001433815060146
Jöckel, P.; Tost, H.; Pozzer, A.; Kunze, M.; Kirner, O.; Brenninkmeijer, C. A. M.; Brinkop, S.; Cai, D. S.; Dyroff, C.; Eckstein, J.; Frank, F.; Garny, H.; Gottschaldt, K.-D.; Graf, P.; Grewe, V.; Kerkweg, A.; Kern, B.; Matthes, S.; Mertens, M.; Meul, S.; Neumaier, M.; Nützel, M.; Oberländer-Hayn, S.; Ruhnke, R.; Runde, T.; Sander, R.; Scharffe, D.; Zahn, A.
2016. Geoscientific Model Development, 9 (3), 1153–1200. doi:10.5194/gmd-9-1153-2016
Wetzel, G.; Oelhaf, H.; Birk, M.; Lange, A. de; Engel, A.; Friedl-Vallon, F.; Kirner, O.; Kleinert, A.; Maucher, G.; Nordmeyer, H.; Orphal, J.; Ruhnke, R.; Sinnhuber, B.-M.; Vogt, P.
2015. Atmospheric chemistry and physics, 15 (14), 8065–8076. doi:10.5194/acp-15-8065-2015
Makarova, M. V.; Kirner, O.; Timofeev, Y. M.; Poberovskii, A. V.; Imkhasin, K. K.; Osipov, S. I.; Makarov, B. K.
2015. Izvestiya / Atmospheric and oceanic physics, 51 (4), 431–438. doi:10.1134/S0001433815040088
Makarova, M. V.; Kirner, O.; Timofeev, Y. M.; Poberovskii, A. V.; Imkhasin, K. K.; Osipov, S. I.; Makarov, B. K.
2015. Izvestiya / Atmospheric and oceanic physics, 51 (2), 177–185. doi:10.1134/S0001433815010089
Virolainen, Y. A.; Timofeyev, Y. M.; Poberovskii, A. V.; Kirner, O.; Hoepfner, M.
2015. Izvestiya / Atmospheric and oceanic physics, 51, 49–56. doi:10.1134/S0001433815010119
Kirner, O.; Ruhnke, R.; Sinnhuber, B. M.
2015. Atmosphere-ocean, 53, 140–152. doi:10.1080/07055900.2014.980718
Kirner, O.; Müller, R.; Ruhnke, R.; Fischer, H.
2015. Atmospheric Chemistry and Physics, 15 (4), 2019–2030. doi:10.5194/acp-15-2019-2015
Name | Tel. | |
---|---|---|
Dr.-Ing. Azmi, Elnaz | +49 721 608-26568 | elnaz azmi ∂ kit edu |
Dr. Kirner, Oliver | +49 721 608-25698 | ole kirner ∂ kit edu |
Dr. Meyer, Jörg | +49 721 608-24327 | joerg meyer2 ∂ kit edu |
Dr. Shahzadi, Kanwal | kanwal shahzadi ∂ kit edu | |
Simm, Miriam | miriam simm ∂ kit edu | |
1 additional person visible within KIT only. |