http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Patnala, A.FZJ* ; Stadtler, S.FZJ* ; Schultz, M. G.FZJ* ; Gall, J.
Multi-Modal Self-Supervised Learning for Boosting Crop Classification Using Sentinel2 and Planetscope
2023IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, PasadenaPasadena, CA, 16 Jul 2023 - 21 Jul 20232023-07-162023-07-21 IEEE 2223 - 2226 (2023) [10.1109/IGARSS52108.2023.10282665]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Patnala, A. (Corresponding author)FZJ* ; Stadtler, S.FZJ* ; Schultz, M. G.FZJ* ; Gall, J.
Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images
IEEE geoscience and remote sensing letters 20(2502305), 1 - 5 (2023) [10.1109/LGRS.2023.3274493]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Gong, B. (Corresponding author)FZJ* ; Langguth, M.FZJ* ; Ji, Y.FZJ* ; Mozaffari, A.FZJ* ; Stadtler, S.FZJ* ; Mache, K.FZJ* ; Schultz, M. G.FZJ*
Temperature forecasting by deep learning methods
Geoscientific model development 15(23), 8931 - 8956 (2022) [10.5194/gmd-15-8931-2022]2022   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Betancourt, C.FZJ* ; Stomberg, T. T. ; Edrich, A.-K.RWTH* ; Patnala, A.FZJ* ; Schultz, M. G.FZJ* ; Roscher, R. ; Kowalski, J.RWTH* ; Stadtler, S. (Corresponding author)FZJ*
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties
Geoscientific model development 15(11), 4331 - 4354 (2022) [10.5194/gmd-15-4331-2022]2022   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Stadtler, S. (Corresponding author)FZJ* ; Betancourt, C.FZJ* ; Roscher, R.FZJ*
Explainable Machine Learning Reveals Capabilities, Redundancy, and Limitations of a Geospatial Air Quality Benchmark Dataset
Machine learning and knowledge extraction 4(1), 150 - 171 (2022) [10.3390/make4010008]2022   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schultz, M. (Corresponding author)FZJ* ; Kleinert, F.FZJ* ; Leufen, L. H.FZJ* ; Betancourt, C.FZJ* ; Schröder, S.FZJ* ; Gong, B.FZJ* ; Stadtler, S.FZJ* ; Langguth, M.FZJ* ; Mozaffari, A.FZJ*
Artificial intelligence for air quality
The project repository journal 12(1), 70 - 73 (2022) [10.54050/PRJ1218384]2022   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Kesselheim, S. (Corresponding author)FZJ* ; Herten, A.FZJ* ; Krajsek, K.FZJ* ; Ebert, J.FZJ* ; Jitsev, J.FZJ* ; Cherti, M.FZJ* ; Langguth, M.FZJ* ; Gong, B.FZJ* ; Stadtler, S.FZJ* ; Mozaffari, A.FZJ* ; Cavallaro, G.FZJ* ; Sedona, R.FZJ* ; Schug, A.FZJ* ; Strube, A.FZJ* ; Kamath, R.FZJ* ; Schultz, M. G.FZJ* ; Riedel, M.FZJ* ; Lippert, T.FZJ*
JUWELS Booster – A Supercomputer for Large-Scale AI Research
2021High Performance Computing / Jagode, Heike (Editor)
ISC High Performance 2021, ISC21, DigitalDigital, Germany, 24 Jun 2021 - 2 Jul 20212021-06-242021-07-02 Lecture Notes in Computer Science 12761, 453 - 468 (2021) [10.1007/978-3-030-90539-2_31]2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Betancourt, C.FZJ* ; Stomberg, T. ; Roscher, R. ; Schultz, M. G. (Corresponding author)FZJ* ; Stadtler, S.FZJ*
AQ-Bench: a benchmark dataset for machine learning on global air quality metrics
Earth system science data 13(6), 3013 - 3033 (2021) [10.5194/essd-13-3013-2021] special issue: "Benchmark datasets and machine learning algorithms for Earth system science data (ESSD/GMD inter-journal SI)"2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract Betancourt, C. (Corresponding author)FZJ* ; Stadtler, S.FZJ* ; Stomberg, T. ; Edrich, A.-K.RWTH* ; Patnala, A.FZJ* ; Roscher, R. ; Kowalski, J.RWTH* ; Schultz, M. G.FZJ*
Global fine resolution mapping of ozone metrics through explainable machine learning
2021EGU General Assembly 2021, vEGU21, OnlineOnline, Online, 19 Apr 2021 - 30 Apr 20212021-04-192021-04-30 [10.5194/egusphere-egu21-7596]   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schultz, M. (Corresponding author)FZJ* ; Betancourt, C.FZJ* ; Gong, B.FZJ* ; Kleinert, F.FZJ* ; Langguth, M.FZJ* ; Leufen, L. H.FZJ* ; Mozaffari, A.FZJ* ; Stadtler, S.FZJ*
Can deep learning beat numerical weather prediction?
Philosophical transactions of the Royal Society of London / A 379(2194), 20200097 (2021) [10.1098/rsta.2020.0097] special issue: "Machine learning for weather and climate modelling"2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract Gong, B. (Corresponding author)FZJ* ; Stadtler, S.FZJ* ; Langguth, M.FZJ* ; Mozaffari, A.FZJ* ; Vogelsang, J.FZJ* ; Schultz, M.FZJ*
Deep learning for short-term temperature forecasts with video prediction methods
2020European Geosciences Union 2020, EGU2020, VirtualVirtual, Austria, 4 May 2020 - 8 May 20202020-05-042020-05-08 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Kokkola, H. (Corresponding author) ; Kühn, T. ; Laakso, A. ; Bergman, T. ; Lehtinen, K. E. J. ; Mielonen, T. ; Arola, A. ; Stadtler, S.FZJ* ; Korhonen, H. ; Ferrachat, S. ; Lohmann, U. ; Neubauer, D. ; Tegen, I. ; Siegenthaler-Le Drian, C. ; Schultz, M. G.FZJ* ; Bey, I. ; Stier, P. ; Daskalakis, N. ; Heald, C. L. ; Romakkaniemi, S.
SALSA2.0: The sectional aerosol module of the aerosol–chemistry–climate model ECHAM6.3.0-HAM2.3-MOZ1.0
Geoscientific model development 11(9), 3833 - 3863 (2018) [10.5194/gmd-11-3833-2018]2018   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Stadtler, S.FZJ* ; Kühn, T. ; Schröder, S.FZJ* ; Taraborrelli, D.FZJ* ; Schultz, M. G.FZJ* ; Kokkola, H. (Corresponding author)
Isoprene-derived secondary organic aerosol in the global aerosol–chemistry–climate model ECHAM6.3.0–HAM2.3–MOZ1.0
Geoscientific model development 11(8), 3235 - 3260 (2018) [10.5194/gmd-11-3235-2018]2018   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schultz, M. G. (Corresponding author)FZJ* ; Stadtler, S.FZJ* ; Schröder, S.FZJ* ; Taraborrelli, D.FZJ* ; Franco, B.FZJ* ; Krefting, J. ; Henrot, A. ; Ferrachat, S. ; Lohmann, U. ; Neubauer, D. ; Siegenthaler-Le Drian, C. ; Wahl, S. ; Kokkola, H. ; Kühn, T. ; Rast, S. ; Schmidt, H. ; Stier, P. ; Kinnison, D. ; Tyndall, G. S. ; Orlando, J. J. ; Wespes, C.
The chemistry–climate model ECHAM6.3-HAM2.3-MOZ1.0
Geoscientific model development 11(5), 1695 - 1723 (2018) [10.5194/gmd-11-1695-2018]2018   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Stadtler, S. (Corresponding author)FZJ* ; Simpson, D. (Corresponding author) ; Schröder, S.FZJ* ; Taraborrelli, D.FZJ* ; Bott, A. ; Schultz, M.FZJ*
Ozone impacts of gas–aerosol uptake in global chemistry transport models
Atmospheric chemistry and physics 18(5), 3147 - 3171 (2018) [10.5194/acp-18-3147-2018]2018   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schultz, M. G. (Corresponding author)FZJ* ; Stadtler, S.FZJ* ; Schröder, S.FZJ* ; Taraborrelli, D.FZJ* ; Franco, B.FZJ* ; Krefting, J.FZJ* ; Henrot, A.FZJ* ; Ferrachat, S. ; Lohmann, U. ; Neubauer, D. ; Siegenthaler-Le Drian, C. ; Wahl, S. ; Kokkola, H. ; Kühn, T. ; Rast, S. ; Schmidt, H. ; Stier, P. ; Kinnison, D. ; Tyndall, G. S. ; Orlando, J. J. ; Wespes, C.
The Chemistry Climate Model ECHAM6.3-HAM2.3-MOZ1.0
Geoscientific model development discussions 191, 1 - 43 (2017) [10.5194/gmd-2017-191]2017   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Stadtler, S.FZJ* ; Kühn, T. ; Schröder, S.FZJ* ; Taraborrelli, D.FZJ* ; Schultz, M. G.FZJ* ; Kokkola, H. (Corresponding author)
Isoprene derived secondary organic aerosol in a global aerosol chemistry climate model
Geoscientific model development discussions 244, 1 - 35 (2017) [10.5194/gmd-2017-244]2017   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Report/Poster (Outreach) Stadtler, S. (Corresponding author)FZJ* ; Kühn, T. ; Taraborrelli, D.FZJ* ; Kokkola, H. ; Schultz, M.FZJ*
Isoprene derived secondary organic aerosol in a global aerosol chemistry climate model
2017EGU General Assembly 2017, EGU2017, ViennaVienna, Austria, 23 Apr 2017 - 28 Apr 20172017-04-232017-04-28   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Stadtler, S. (Corresponding author)FZJ* ; Kühn, T. ; Taraborrelli, D.FZJ* ; Kokkola, H. ; Schultz, M.FZJ*
Isoprene derived secondary organic aerosol in a global aerosol chemistry climate model
2017EGU General Assembly 2017, EGU2017, ViennaVienna, Austria, 23 Apr 2017 - 28 Apr 20172017-04-232017-04-28 Geophysical research abstracts 19, EGU2017-11973 (2017)2017   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Stadtler, S.FZJ* ; Simpson, D. (Corresponding author) ; Schröder, S.FZJ* ; Taraborrelli, D.FZJ* ; Bott, A. ; Schultz, M.FZJ*
Ozone Impacts of Gas-Aerosol Uptake in Global Chemistry Transport Models
Atmospheric chemistry and physics / Discussions 566, 1 - 35 (2017) [10.5194/acp-2017-566]2017   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Master Thesis/Book Stadtler, S. (Corresponding author)FZJ*
Heterogene N2O5-Chemie im globalen Aerosol-Chemie-Klimamodell ECHAM6-HAMMOZ
Jülich : Forschungszentrum Jülich, Masterarbeit im Studiengang Physik der Erde und Atmosphäre, Meteorologisches Institut der Rheinischen Friedrich-Wilhelms-Univerität Bonn, Forschungszentrum Jülich 109 pp. (2015)2015 = Universität Bonn, Masterarbeit, 2015 BibTeX | EndNote: XML, Text | RIS