Institute for Advanced Simulation (IAS)

Jülich Supercomputing Centre (JSC)

Publications

Poster (After Call) Hinz, C. (Corresponding author)FZJ* ; Apweiler, S.FZJ* ; Grasse, S.FZJ* ; Hagemeier, B.FZJ* ; Saini, R.FZJ* ; Schultz, M. (Last author)FZJ*
Easier Access to ESM Data: Implementation at Jülich Supercomputing Centre
2025EGU General Assembly, EGU25, ViennaVienna, Austria, 28 Apr 2025 - 2 May 20252025-04-282025-05-02 [10.5194/egusphere-egu25-19091] OpenAccess Files Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article Seidler, T. (Corresponding author) ; Emmerich, F. (Corresponding author) ; Ehlert, K. ; Berner, R. ; Nagel-Kanzler, O. ; Schultz, N. ; Quade, M. ; Schultz, M. G.FZJ* ; Abel, M.
Mantik: A Workflow Platform for the Development of Artificial Intelligence on High-Performance Computing Infrastructures
The journal of open source software 9(98), 6136 (2024) [10.21105/joss.06136]2024 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Poster (After Call) Langguth, M. (Corresponding author)FZJ* ; Lessig, C. ; Schultz, M.FZJ* ; Luise, I.
Downscaling with the foundation model AtmoRep
2024European Geosciences Union General Assembly 2024, EGU 2024, ViennaVienna, Austria, 14 Apr 2024 - 19 Apr 20242024-04-142024-04-19 [10.5194/egusphere-egu24-18331] OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Poster (Other) Langguth, M.FZJ* ; Patnala, A.FZJ* ; Lehner, S. ; Dabernig, M. ; Mayer, K. ; Schicker, I. ; Harder, P. (Corresponding author)
A Benchmark Dataset for Meteorological Downscaling
2024International Conference on Learning Representations, ICLR 2024, ViennaVienna, Austria, 7 May 2024 - 11 May 20242024-05-072024-05-11 [10.34734/FZJ-2024-07390] OpenAccess Files Fulltext BibTeX | EndNote: XML, Text | RIS

Talk (non-conference) (Plenary/Keynote) Langguth, M. (Corresponding author)FZJ* ; Schultz, M.FZJ* ; Luise, I. ; Lessig, C.
AtmoRep - Towards a Foundation Model for the Atmosphere
2024Artificial Intelligence for Weather and Climate Autumn School 2024, AIWCAS 2024, TrentoTrento, Italy, 28 Oct 2024 - 31 Oct 20242024-10-282024-10-31 Files BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Other) Langguth, M. (Corresponding author)FZJ* ; Lehner, S. ; Harder, P. ; Patnala, A.FZJ* ; Schicker, I. ; Dabernig, M. ; Schultz, M.FZJ*
DownscaleBench: A benchmark dataset for statisticaldownscaling of meteorological fields
2024Workshop on Large-Scale Deep Learning for the Earth System, LSDL4ES 2024, BonnBonn, Germany, 29 Aug 2024 - 30 Aug 20242024-08-292024-08-30 [10.34734/FZJ-2024-07387] OpenAccess Files Fulltext BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Langguth, M. (Corresponding author)FZJ* ; Harder, P. ; Schicker, I. ; Patnala, A.FZJ* ; Lehner, S. ; Dabernig, M. ; Mayer, K.
A Benchmark Dataset for Meteorological Downscaling
2024International Conference on Learning Representations, ICLR 2024, ViennaVienna, Austria, 7 May 2024 - 11 May 20242024-05-072024-05-11 N/A (2024) [10.34734/FZJ-2024-07378]2024 OpenAccess Files Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article Govett, M. (Corresponding author) ; Bah, B. ; Bauer, P. ; Berod, D. ; Bouchet, V. ; Corti, S. ; Davis, C. ; Duan, Y. ; Graham, T. ; Honda, Y. ; Hines, A. ; Jean, M. ; Ishida, J. ; Lawrence, B. ; Li, J. ; Luterbacher, J. ; Muroi, C. ; Rowe, K. ; Schultz, M.FZJ* ; Visbeck, M. ; Williams, K.
Exascale Computing and Data Handling: Challenges and Opportunities for Weather and Climate Prediction
Bulletin of the American Meteorological Society 105(12), E2385–E2404 (2024) [10.1175/BAMS-D-23-0220.1]2024 Files BibTeX | EndNote: XML, Text | RIS

Talk (non-conference) (Invited) Schultz, M. (Corresponding author)FZJ*
Deep learning can beat numerical weather prediction! What’s next?
2024Invited Seminar at Korea University, SeoulSeoul, Südkorea, 26 Sep 2024 - 26 Sep 20242024-09-262024-09-26 BibTeX | EndNote: XML, Text | RIS

Talk (non-conference) (Invited) Schultz, M. (Corresponding author)FZJ*
Deep learning can beat numerical weather prediction! What’s next?
2024Invited Seminar at KAIST, SeoulSeoul, Südkorea, 25 Sep 2024 - 25 Sep 20242024-09-252024-09-25 BibTeX | EndNote: XML, Text | RIS

Talk (non-conference) (Plenary/Keynote) Schultz, M. (Corresponding author)FZJ*
Deep learning can beat numerical weather prediction - what comes next?
2024CESOC Members Assembly, CESOC, CologneCologne, Deutschland, 8 Oct 2024 - 8 Oct 20242024-10-082024-10-08 BibTeX | EndNote: XML, Text | RIS

Journal Article Rojas-Campos, A. (Corresponding author) ; Langguth, M.FZJ* ; Wittenbrink, M. ; Pipa, G.
Deep learning models for generation of precipitation maps based on numerical weather prediction
Geoscientific model development 16(5), 1467 - 1480 (2023) [10.5194/gmd-16-1467-2023]2023 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

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 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Leufen, L. H. (Corresponding author)FZJ* ; Kleinert, F.FZJ* ; Schultz, M. G.FZJ*
O3ResNet: A Deep Learning–Based Forecast System to Predict Local Ground-Level Daily Maximum 8-Hour Average Ozone in Rural and Suburban Environments
Artificial Intelligence for the Earth Systems 2(3), 1 - 16 (2023) [10.1175/AIES-D-22-0085.1]2023 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

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

Conference Presentation (Invited) Cooper, O. (Corresponding author) ; Schröder, S. (Corresponding author)FZJ* ; Romberg, M.FZJ* ; Selke, N.FZJ* ; Leufen, L. H.FZJ* ; Ahring, J. ; Mozaffari, A.FZJ* ; Schultz, M.FZJ*
TOAR-II Overview and Database
2022Spring 2022 Meetings of the Task Force on Hemispheric Transport of Air Pollution, virtualvirtual, virtual, 17 May 2022 - 25 May 20222022-05-172022-05-25 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Invited) Schröder, S. (Corresponding author)FZJ* ; Mozaffari, A.FZJ* ; Romberg, M.FZJ* ; Selke, N.FZJ* ; Leufen, L. H.FZJ* ; Ahring, J. ; Schultz, M.FZJ*
TOAR-II data portal for global measurements of ozone and its precursors
2022CEOS Atmospheric Composition Virtual Constellation AC-VC-18, virtualvirtual, Belgium, 14 Mar 2022 - 18 Mar 20222022-03-142022-03-18 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Kleinert, F. (Corresponding author)FZJ* ; Leufen, L. H.FZJ* ; Lupascu, A. ; Butler, T. ; Schultz, M. G.FZJ*
Representing chemical history in ozone time-series predictions – a model experiment study building on the MLAir (v1.5) deep learning framework
Geoscientific model development 15(23), 8913 - 8930 (2022) [10.5194/gmd-15-8913-2022] special issue: "Benchmark datasets and machine learning algorithms for Earth system science data"2022 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Book Schultz, M. (Editor)FZJ* ; Mozaffari, A. (Editor)FZJ* ; Langguth, M. (Editor)FZJ*
Final report of the DeepRain project - Abschlußbericht des DeepRain Projektes
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek Verlag, Schriften des Forschungszentrums Jülich IAS Series 51, 77 p. (2022)2022 Files Fulltext by OpenAccess repository Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Poster (After Call) Selke, N. (Corresponding author)FZJ* ; Leufen, L. H.FZJ* ; Mozaffari, A.FZJ* ; Schröder, S.FZJ* ; Schultz, M.FZJ*
Geodata enrichment for air quality
2022Living Planet Symposium 2022, LPS2022, BonnBonn, Germany, 23 May 2022 - 27 May 20222022-05-232022-05-27 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Wittenburg, P. (Corresponding author) ; Hardisty, A. ; Mozaffari, A.FZJ* ; Peer, L. ; Skvortsov, N. ; Spinuso, A. ; Zhao, Z.
Editors’ Note: Special Issue on Canonical Workflow Frameworks for Research
Data Intelligence 4(2), 149 - 154 (2022) [10.1162/dint_e_00122]2022 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Mozaffari, A. (Corresponding author)FZJ* ; Selke, N.FZJ* ; Schultz, M.FZJ*
Advancing caching and automation with FDO
Research ideas and outcomes 8, e94856 (2022) [10.3897/rio.8.e94856]2022 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Poster (Other) Mozaffari, A. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Romberg, M.FZJ* ; Epp, E.FZJ* ; Ahring, J. ; Betancourt, C.FZJ* ; Leufen, L. H.FZJ* ; Kleinert, F.FZJ* ; Schultz, M.FZJ*
Advancing FAIRness for global air quality data analyses
2022International Data Week 2022, IDW2022, SeoulSeoul, South Korea, 20 Jun 2022 - 23 Jun 20222022-06-202022-06-23 [10.13140/RG.2.2.11142.45125] Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Leufen, L. H. (Corresponding author)FZJ* ; Kleinert, F.FZJ* ; Schultz, M. G.FZJ*
Exploring decomposition of temporal patterns to facilitate learning of neural networks for ground-level daily maximum 8-hour average ozone prediction
Environmental data science 1, e10 (2022) [10.1017/eds.2022.9]2022 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Other) Gong, B. (Corresponding author)FZJ* ; Langguth, M. (Corresponding author)FZJ* ; Ji, Y.FZJ* ; Mozaffari, A.FZJ* ; Mache, K.FZJ* ; Schultz, M.FZJ*
Statistical Downscaling of Surface Temperature and Precipitation with Deep Neural Networks
2022Platform for Advanced Scientific Computing Conference 2022, PASC2022, BaselBasel, Switzerland, 27 Jun 2022 - 30 Jun 20222022-06-272022-06-30 Files Fulltext Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Preuschmann, S. (Corresponding author) ; Blome, T. ; Görl, K. ; Köhnke, F. ; Steuri, B. ; El Zohbi, J. ; Rechid, D. ; Schultz, M.FZJ* ; Sun, J.FZJ* ; Jacob, D.
How to develop new digital knowledge transfer products for communicating strategies and new ways towards a carbon-neutral Germany
Advances in science and research 19, 51 - 71 (2022) [10.5194/asr-19-51-2022]2022 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Other) Ji, Y. (Corresponding author)FZJ* ; Gong, B.FZJ* ; Langguth, M.FZJ* ; Mozaffari, A.FZJ* ; Mache, K.FZJ* ; Schultz, M.FZJ* ; Zhi, X.
GAN-based video prediction model for precipitation nowcasting
2022European Geosciences Union General Assembly 2022, EGU2022, ViennaVienna, Austria, 23 May 2022 - 27 May 20222022-05-232022-05-27 [10.5194/egusphere-egu22-12086] Fulltext BibTeX | EndNote: XML, Text | RIS

Preprint 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 (2022) [10.5194/gmd-2021-430]2022 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Poster (Other) Langguth, M. (Corresponding author)FZJ* ; Gong, B.FZJ* ; Ji, Y.FZJ* ; Mozaffari, A.FZJ* ; Schultz, M.FZJ*
Stochastic downscaling of meteorological fields with deep neural networks
2022Living Planet Symposium 2022, LPS2022, BonnBonn, Germany, 23 May 2022 - 27 May 20222022-05-232022-05-27 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Other) Langguth, M. (Corresponding author)FZJ* ; Gong, B.FZJ* ; Ji, Y.FZJ* ; Mozaffari, A.FZJ* ; Mache, K.FZJ* ; Schultz, M. G.FZJ*
Stochastic downscaling of the 2m temperature with a generative adversarial network (GAN)
2022European Geosciences Union General Assembly 2022, EGU2022, ViennaVienna, Austria, 23 May 2022 - 27 May 20222022-05-232022-05-27 [10.5194/egusphere-egu22-12252] Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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

Journal Article Schröder, S. (Corresponding author)FZJ* ; Epp, E.FZJ* ; Mozaffari, A.FZJ* ; Romberg, M.FZJ* ; Selke, N.FZJ* ; Schultz, M. G.FZJ*
Enabling Canonical Analysis Workflows:Documented Data Harmonization on Global Air Quality Data
Data Intelligence 4(2), 259 - 270 (2022) [10.1162/dint_a_00130] special issue: "Canonical Workflow Frameworks for Research"2022 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Preprint Kleinert, F. (Corresponding author)FZJ* ; Leufen, L. H.FZJ* ; Lupascu, A. ; Butler, T. ; Schultz, M. G.FZJ*
Representing chemical history in ozone time-series predictions – a model experiment study building on the MLAir (v1.5) deep learning framework
Geoscientific model development discussions 2022, 1-27 (2022) [10.5194/gmd-2022-122] special issue: "Benchmark datasets and machine learning algorithms for Earth system science data (ESSD/GMD inter-journal SI)"2022 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Wittenburg, P. (Corresponding author) ; Hardisty, A. ; Franc, Y. L. ; Mozaffari, A.FZJ* ; Peer, L. ; Skvortsov, N. A. ; Zhao, Z. ; Spinuso, A.
Canonical Workflows to Make Data FAIR
Data Intelligence 4(2), 286–305 (2022) [10.1162/dint_a_00132]2022 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Mozaffari, A. (Corresponding author)FZJ* ; Langguth, M.FZJ* ; Gong, B.FZJ* ; Ahring, J.FZJ* ; Campos, A. R. ; Nieters, P. ; Escobar, O. J. C. ; Wittenbrink, M. ; Baumann, P. ; Schultz, M. G.FZJ*
HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction
Data Intelligence 4(2), 271-285 (2022) [10.1162/dint_a_00131]2022 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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

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

Preprint Betancourt, C. (First author)FZJ* ; Stomberg, T. T. ; Edrich, A.-K.RWTH* ; Patnala, A.FZJ* ; Schultz, M. G.FZJ* ; Roscher, R.TUM* ; 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 discussions (2022) [10.5194/gmd-2022-2]2022 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Invited) Schultz, M. (Corresponding author)FZJ*
Deep Learning for Weather Forecasting and Climate Prediction
2022AI4Good, AI4Good, virtualvirtual, Switzerland, 12 Jan 2022 - 12 Jan 20222022-01-122022-01-12 Fulltext BibTeX | EndNote: XML, Text | RIS

Talk (non-conference) (Invited) Schultz, M. (Corresponding author)FZJ*
Climbing Mount Exascale with Earth System Models
2022CESOC wintertime seminar, virtual, Universität Bonn; Universität zu Köln, Germany, 14 Jan 2022 - 14 Jan 20222022-01-142022-01-14 BibTeX | EndNote: XML, Text | RIS

Journal Article Mozaffari, A. (Corresponding author)FZJ* ; Klotzsche, A.FZJ* ; Zhou, Z.FZJ* ; Vereecken, H.FZJ* ; van der Kruk, J.FZJ*
3-D Electromagnetic Modeling Explains Apparent-Velocity Increase in Crosshole GPR Data-Borehole Fluid Effect Correction Method Enables to Incorporating High-Angle Traveltime Data
IEEE transactions on geoscience and remote sensing 60, 1 - 10, Art no. 5905710 (2022) [10.1109/TGRS.2021.3107451]2022 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Gong, B. (Corresponding author)FZJ* ; Langguth, M.FZJ* ; Mozaffari, A.FZJ* ; Ji, Y.FZJ* ; Stadtler, S.FZJ* ; Mache, K.FZJ* ; Schultz, M.FZJ*
Near-surface temperature forecasting by deep learning
2021ML for Earth System Modelling and Analytics workshop 2021, onlineonline, Germany, 3 May 2021 - 4 May 20212021-05-032021-05-04 Fulltext BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Ji, Y. (Corresponding author)FZJ* ; Gong, B.FZJ* ; Langguth, M.FZJ* ; Mozaffari, A.FZJ* ; Mache, K.FZJ* ; Schultz, M.FZJ*
Deep Learning for weather forecasts
2021Second Symposium on Artificial Intelligence for Science, Industry and Society, AISIS 2021, onlineonline, Mexico, 11 Oct 2021 - 15 Oct 20212021-10-112021-10-15 Files Fulltext Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Chang, K.-L. (Corresponding author) ; Schultz, M.FZJ* ; Lan, X. ; McClure-Begley, A. ; Petropavlovskikh, I. ; Xu, X. ; Ziemke, J. R.
Trend detection of atmospheric time series
Elementa 9(1), 00035 (2021) [10.1525/elementa.2021.00035]2021 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Invited) Schultz, M. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Selke, N.FZJ* ; Epp, E.FZJ* ; Romberg, M.FZJ* ; Sun, J.FZJ* ; Ahring, J.FZJ* ; Mozaffari, A.FZJ* ; Lensing, M.FZJ* ; Betancourt, C.FZJ* ; Leufen, L. H.FZJ* ; Hagemeier, B.FZJ* ; Saini, R.FZJ* ; Apweiler, S.FZJ*
TOAR-II Data
2021TOAR-II Manuscript Scoping Workshop, TOAR-II_2.02, virtualvirtual, Germany, 14 Nov 2021 - 16 Nov 20212021-11-142021-11-16 Fulltext BibTeX | EndNote: XML, Text | RIS

Talk (non-conference) (Invited) Schultz, M. (Corresponding author)FZJ*
Deep Learning for Air Quality and Weather Forecasting
2021KITP Climate21 programme, KITP-CLIMATE21, University of California, Santa BarbaraGoleta, California, USA, University of California, Santa Barbara, USA, 1 Nov 2021 - 17 Dec 20212021-11-012021-12-17 Fulltext BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Invited) Schultz, M. (Corresponding author)FZJ*
Deep Learning for Air Quality and Weather Forecasting
202113th JLESC Workshop, JLESC2021, University of Tennesseevirtual, University of Tennessee, US, 14 Dec 2021 - 16 Dec 20212021-12-142021-12-16 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Selke, N. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Romberg, M.FZJ* ; Ahring, J.FZJ* ; Leufen, L. H.FZJ* ; Apweiler, S.FZJ* ; Schultz, M.FZJ*
The TOAR database: metadata harmonization and data quality assurance on global air quality data
2021EOSC Symposium 2021, virtualvirtual, virtual, 15 Jun 2021 - 18 Jun 20212021-06-152021-06-18 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Poster (After Call) Selke, N. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Schultz, M.FZJ*
The TOAR database: data harmonization and quality assurance on global air quality data
202116th IGAC Scientific Conference, virtualvirtual, virtual, 12 Sep 2021 - 17 Sep 20212021-09-122021-09-17 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article DeLang, M. N. ; Becker, J. S. ; Chang, K.-L. ; Serre, M. L. ; Cooper, O. R. ; Schultz, M.FZJ* ; Schröder, S.FZJ* ; Lu, X. ; Zhang, L. ; Deushi, M. ; Josse, B. ; Keller, C. A. ; Lamarque, J.-F. ; Lin, M. ; Liu, J. ; Marécal, V. ; Strode, S. A. ; Sudo, K. ; Tilmes, S. ; Zhang, L. ; Cleland, S. E. ; Collins, E. L. ; Brauer, M. ; West, J. J. (Corresponding author)
Mapping Yearly Fine Resolution Global Surface Ozone through the Bayesian Maximum Entropy Data Fusion of Observations and Model Output for 1990–2017
Environmental science & technology 55(8), 4389 - 4398 (2021) [10.1021/acs.est.0c07742]2021 Embargoed OpenAccess Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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

Journal Article Betancourt, C.FZJ* ; Küppers, C.FZJ* ; Piansawan, T. ; Sager, U. ; Hoyer, A. B. ; Kaminski, H. ; Rapp, G. ; John, A. C. ; Küpper, M. ; Quass, U. ; Kuhlbusch, T. ; Rudolph, J. ; Kiendler-Scharr, A.FZJ* ; Gensch, I. (Corresponding author)FZJ*
Firewood residential heating – local versus remote influence on the aerosol burden
Atmospheric chemistry and physics 21(8), 5953 - 5964 (2021) [10.5194/acp-21-5953-2021]2021 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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

Journal Article Betancourt, C. (Corresponding author)FZJ* ; Hagemeier, B.FZJ* ; Schröder, S.FZJ* ; Schultz, M. G.FZJ*
Context aware benchmarking and tuning of a TByte-scale air quality database and web service
Earth science informatics 14, 1597-1607 (2021) [10.1007/s12145-021-00631-4]2021 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Other) Betancourt, C. (Corresponding author)FZJ* ; Stadtler, S.FZJ* ; Stomberg, T. ; Edrich, A.-K. ; Patnala, A.FZJ* ; Roscher, R. ; Kowalski, J. ; Schultz, M.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 [10.13140/RG.2.2.17134.13123] Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Leufen, L. H. (Corresponding author)FZJ* ; Kleinert, F.FZJ* ; Schultz, M. G.FZJ*
MLAir (v1.0) – a tool to enable fast and flexible machine learning on air data time series
Geoscientific model development 14(3), 1553 - 1574 (2021) [10.5194/gmd-14-1553-2021]2021 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Abstract Kleinert, F. (Corresponding author)FZJ* ; Leufen, L. H.FZJ* ; Lupascu, A. ; Butler, T. ; Schultz, M. G.FZJ*
Representing chemical history for ozone time-series predictions - a method development study for deep learning models
2021EGU General Assembly 2021, vEGU2021, Vienna (online)Vienna (online), Austria, 19 Apr 2021 - 30 Apr 20212021-04-192021-04-30 [10.5194/egusphere-egu21-12146] Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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

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

Journal Article Kleinert, F. (Corresponding author)FZJ* ; Leufen, L. H.FZJ* ; Schultz, M. G.FZJ*
IntelliO3-ts v1.0: a neural network approach to predict near-surface ozone concentrations in Germany
Geoscientific model development 14(1), 1 - 25 (2021) [10.5194/gmd-14-1-2021]2021 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Cooper, O. (Corresponding author) ; Schultz, M. G.FZJ* ; Schröder, S.FZJ* ; Chang, K.-L. ; Gaudel, A. ; Benítez, G. C. ; Cuevas, E. ; Fröhlich, M. ; Galbally, I. E. ; Molloy, S. ; Kubistin, D. ; Lu, X. ; McClure-Begley, A. ; Nédélec, P. ; O’Brien, J. ; Oltmans, S. J. ; Petropavlovskikh, I. ; Ries, L. ; Senik, I. ; Sjöberg, K. ; Solberg, S. ; Spain, G. T. ; Spangl, W. ; Steinbacher, M. ; Tarasick, D. ; Thouret, V. ; Xu, X.
Multi-decadal surface ozone trends at globally distributed remote locations
Elementa 8, 23 (2020) [10.1525/elementa.420]2020 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Poster (After Call) Schröder, S. (Corresponding author)FZJ* ; Epp, E.FZJ* ; Leufen, L. H.FZJ* ; Mozaffari, A.FZJ* ; Romberg, M.FZJ* ; Schultz, M.FZJ* ; Sun, J.FZJ*
Tropospheric Ozone Assessment Report (TOAR) Data Infrastructure
2020WMO Data Conference, VirtualVirtual, Virtual, 16 Nov 2020 - 19 Nov 20202020-11-162020-11-19 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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

Conference Presentation (After Call) 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 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Poster (Other) Gong, B. (Corresponding author)FZJ* ; Vogelsang, J.FZJ* ; Mozaffari, A.FZJ* ; Schultz, M.FZJ*
On the use of containers for machine learning and visualization workflows on JUWELS
2020NIC Symposium 2020, JülichJülich, Germany, 27 Feb 2020 - 28 Feb 20202020-02-272020-02-28 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Abstract Gong, B. (Corresponding author)FZJ* ; Vogelsang, J.FZJ* ; Mozaffari, A.FZJ* ; Schultz, M.FZJ*
On the use of containers for machine learning and visualization workflows on JUWELS
2020NIC Symposium 2020, JülichJülich, Germany, 27 Feb 2020 - 28 Feb 20202020-02-272020-02-28 BibTeX | EndNote: XML, Text | RIS

Abstract Mozaffari, A. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Apweiler, S.FZJ* ; Saini, R.FZJ* ; Hagemeier, B.FZJ* ; Schultz, M. G.FZJ*
FAIRness in the multi-service data infrastructure of the Tropospheric Ozone Assessment Report (TOAR) and Artificial Intelligence for Air Quality (IntelliAQ) project
2020RDA 15th Plenary Meeting / Online, RDA-15, MelbourneMelbourne, Australia, 18 Mar 2020 - 20 Mar 20202020-03-182020-03-20 BibTeX | EndNote: XML, Text | RIS

Abstract Mozaffari, A. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Apweiler, S.FZJ* ; Saini, R.FZJ* ; Hagemeier, B.FZJ* ; Schultz, M. G.FZJ*
FAIRness in the multi-service data infrastructure of the Tropospheric Ozone Assessment Report (TOAR) and Artificial Intelligence for Air Quality (IntelliAQ) project
2020RDA Deutschland Tagung 2020, BerlinBerlin, Germany, 25 Feb 2020 - 27 Feb 20202020-02-252020-02-27 Files BibTeX | EndNote: XML, Text | RIS

Poster (Other) Mozaffari, A. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Apweiler, S.FZJ* ; Saini, R.FZJ* ; Hagemeier, B.FZJ* ; Schultz, M.FZJ*
FAIRness in TOAR data centre and IntelliAQ
2020RDA Deutschland Tagung 2020, BerlinBerlin, Germany, 25 Feb 2020 - 27 Feb 20202020-02-252020-02-27 Files Fulltext Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Poster (After Call) Mozaffari, A. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Apweiler, S.FZJ* ; Saini, R.FZJ* ; Hagemeier, B.FZJ* ; Schultz, M.FZJ*
FAIRness in Air Quality and Weather Forecast
2020Research Data Alliance 15th Plenary Meeting, RDA 15, MelbourneMelbourne, Australia, 18 Mar 2020 - 20 Mar 20202020-03-182020-03-20 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Talk (non-conference) (Other) Mozaffari, A. (Corresponding author)FZJ*
PyStager: General purpose parallel I/O & Pre/Post-Processing tool
2020ESM User Forum, JülichJülich, Germany, 4 Feb 2020 - 5 Feb 20202020-02-042020-02-05 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Talk (non-conference) (Other) Schultz, M. (Corresponding author)FZJ*
Machine Learning in Earth System Science
2020ESM User Forum, JülichJülich, Germany, 4 Feb 2020 - 5 Feb 20202020-02-042020-02-05 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Preprint Leufen, L. H. (Corresponding author)FZJ* ; Kleinert, F.FZJ* ; Schultz, M. G.FZJ*
MLAir (v1.0) – a tool to enable fast and flexible machine learning on air data time series
Geoscientific model development discussions 2020, 1-41 (2020) [10.5194/gmd-2020-332]2020 Files Fulltext Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Preprint Kleinert, F. (Corresponding author)FZJ* ; Leufen, L. H.FZJ* ; Schultz, M. G.FZJ*
IntelliO3-ts v1.0: A neural network approach to predict near-surface ozone concentrations in Germany
Geoscientific model development discussions 2020, 1--69 (2020) [10.5194/gmd-2020-169]2020 Files Fulltext Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Abstract Zou, L. (Corresponding author)FZJ* ; Griessbach, S.FZJ* ; Hoffmann, L.FZJ* ; Gong, B.FZJ* ; Wang, L.
Satellite observations of cirrus clouds in the lower stratosphere
2020EGU General Assembly 2020, WienWien, Austria, 4 May 2020 - 8 May 20202020-05-042020-05-08 [10.5194/egusphere-egu2020-8953] Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article Zou, L. (Corresponding author)FZJ* ; Griessbach, S.FZJ* ; Hoffmann, L.FZJ* ; Gong, B.FZJ* ; Wang, L.
Revisiting global satellite observations of stratospheric cirrus clouds
Atmospheric chemistry and physics 20(16), 9939 - 9959 (2020) [10.5194/acp-20-9939-2020]2020 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Pozzer, A. (Corresponding author) ; Schultz, M. G.FZJ* ; Helmig, D.
Impact of U.S. Oil and Natural Gas Emission Increases on Surface Ozone Is Most Pronounced in the Central United States
Environmental science & technology 54(19), 12423–12433 (2020) [10.1021/acs.est.9b06983]2020 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Abstract Betancourt, C.FZJ* ; Küppers, C.FZJ* ; Sager, U. ; Hoyer, A. B. ; Kaminski, H. ; Rapp, G. ; Quass, U. ; John, A. C. ; Küpper, M.FZJ* ; Kuhlbusch ; Kiendler-Scharr, A.FZJ* ; Gensch, I. (Corresponding author)FZJ*
Firewood residential heating - local versus regional influence on the aerosol burden
2020European Aerosol Conference 2020, EAC2020, AachenAachen, Germany, 30 Aug 2020 - 4 Sep 20202020-08-302020-09-04 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Other) Kaffashzadeh, N. (Corresponding author)FZJ* ; Chang, K.-L. ; Schröder, S.FZJ* ; Schultz, M. G.FZJ*
A Statistical Model for Automated Quality Assessment of the TOAR-II
2020EGU2020: Sharing Geoscience Online, #shareEGU20, ViennaVienna, Austria, 4 May 2020 - 8 May 20202020-05-042020-05-08 [10.5194/egusphere-egu2020-13357] Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Other) Betancourt, C. (Corresponding author)FZJ* ; Hagemeier, B.FZJ* ; Schröder, S.FZJ* ; Schultz, M.FZJ*
Performance analysis and optimization of a TByte-scale atmospheric observation database
2020EGU2020: Sharing Geoscience Online, EGU2020, onlineonline, online conference, 4 May 2020 - 8 May 20202020-05-042020-05-08 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Abstract Betancourt, C. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Hagemeier, B.FZJ* ; Schultz, M.FZJ*
Performance analysis and optimization of a TByte-scale atmospheric observation database
2020EGU2020: Sharing Geoscience Online, EGU2020, , , 4 May 2020 - 8 May 20202020-05-042020-05-08 [10.5194/egusphere-egu2020-13637] Files Fulltext Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Huijnen, V. (Corresponding author) ; Miyazaki, K. ; Flemming, J. ; Inness, A. ; Sekiya, T. ; Schultz, M. G.FZJ*
An intercomparison of tropospheric ozone reanalysis products from CAMS, CAMS interim, TCR-1, and TCR-2
Geoscientific model development 13(3), 1513 - 1544 (2020) [10.5194/gmd-13-1513-2020]2020 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Kaffashzadeh, N. (Corresponding author)FZJ* ; Kleinert, F.FZJ* ; Schultz, M.FZJ*
A New Tool for Automated Quality Control of Environmental Time Series (AutoQC4Env) in Open Web Services
2019Business Information Systems Workshops
22nd International Conference on Business Information Systems Workshops, BIS2019, SevillaSevilla, Spain, 26 Jun 2019 - 28 Jun 20192019-06-262019-06-28 Springer 373, 513-518 (2019) [10.1007/978-3-030-36691-9_43] special issue: "quality of open data (QOD)" (2078-2489)2019 Files Fulltext BibTeX | EndNote: XML, Text | RIS

Master Thesis Betancourt, C. (Corresponding author)FZJ*
Lagrangian particle dispersion modeling of stable carbon isotope ratios to track the chemical aging of biomass burning aerosol
69 p. (2019)2019 = Masterarbeit, Universität zu Köln, 2019 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Communication Glöckner, F. O. (Corresponding author) ; Diepenbrock, M. ; Felden, J. ; Overmann, J. ; Bonn, A. ; Gemeinholzer, B. ; Güntsch, A. ; König-Ries, B. ; Seeger, B. ; Pollex-Krüger, A. ; Fluck, J. ; Pigeot, I. ; Toralf, K. ; Mühlhaus, T. ; Wolf, C. ; Heinrich, U. ; Steinbeck, C. ; Koepler, O. ; Stegle, O. ; Weimann, J. ; Schörner-Sadenius, T. ; Gutt, C. ; Stahl, F. ; Wagemann, K. ; Schrade, T. ; Schmitt, R. ; Eberl, C. ; Gauterin, F. ; Schultz, M.FZJ* ; Bernard, L.
Berlin Declaration on NFDI Cross-Cutting Topics
[10.5281/ZENODO.3457213] Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Abstract Kleinert, F. (Corresponding author)FZJ* ; Gong, B.FZJ* ; Götz, M. ; Schultz, M.FZJ*
Near Surface Ozone Predictions Based on Multiple Artificial Neural Network Architectures
2019EGU General Assembly 2019, EGU2019, WienWien, Austria, 7 Apr 2019 - 12 Apr 20192019-04-072019-04-12 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Tarasick, D. (Corresponding author) ; Galbally, I. E. ; Cooper, O. R. ; Schultz, M.FZJ* ; Ancellet, G. ; Leblanc, T. ; Wallington, T. J. ; Ziemke, J. ; Liu, X. ; Steinbacher, M. ; Staehelin, J. ; Vigouroux, C. ; Hannigan, J. W. ; García, O. ; Foret, G. ; Zanis, P. ; Weatherhead, E. ; Petropavlovskikh, I. ; Worden, H. ; Osman, M. ; Liu, J. ; Chang, K.-L. ; Gaudel, A. ; Lin, M. ; Granados-Muñoz, M. ; Thompson, A. M. ; Oltmans, S. J. ; Cuesta, J. ; Dufour, G. ; Thouret, V. ; Hassler, B. ; Trickl, T. ; Neu, J. L.
Tropospheric Ozone Assessment Report: Tropospheric ozone from 1877 to 2016, observed levels, trends and uncertainties
Elementa 7(1), 39 - (2019) [10.1525/elementa.376]2019 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Schröder, S. (Corresponding author)FZJ* ; Apweiler, S.FZJ* ; Saini, R.FZJ* ; Hagemeier, B.FZJ* ; Schultz, M. G.FZJ*
Enhancing FAIRness of global air quality data: The Tropospheric Ozone Assessment Report database
2019GeoMünster 2019, MünsterMünster, Germany, 23 Sep 2019 - 25 Sep 20192019-09-232019-09-25 [10.5281/ZENODO.3549626] Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Kleinert, F. (Corresponding author)FZJ* ; Gong, B.FZJ* ; Götz, M. ; Schultz, M.FZJ*
Near Surface Ozone Predictions Based on Multiple ANN Architectures
2019EGU General Assembly 2019, EGU2019, WienWien, Austria, 7 Apr 2019 - 12 Apr 20192019-04-072019-04-12 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Invited) Schultz, M. (Corresponding author)FZJ*
The Tropospheric Ozone Assessment Report: Accomplishments and future plans
2019The Chemistry Climate Model Initiative (CCMI) Science Workshop 2019, CCMI2019, Hong KongHong Kong, Hong Kong, 7 Aug 2019 - 9 Aug 20192019-08-072019-08-09 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Galbally, I. G. (Corresponding author) ; Tarasick, D. W. ; Cooper, O. R. ; Schultz, M.FZJ*
The Reconstruction of the Historic Record (1896-Present) of Tropospheric Ozone
2019International Clean Air Conference, CASANZ19, QueenstownQueenstown, New Zealand, 16 Sep 2019 - 18 Sep 20192019-09-162019-09-18 BibTeX | EndNote: XML, Text | RIS

Journal Article Heinze, C. (Corresponding author) ; Eyring, V. ; Friedlingstein, P. ; Jones, C. ; Balkanski, Y. ; Collins, W. ; Fichefet, T. ; Gao, S. ; Hall, A. ; Ivanova, D. ; Knorr, W. ; Knutti, R. ; Löw, A. ; Ponater, M. ; Schultz, M. G.FZJ* ; Schulz, M. ; Siebesma, P. ; Teixeira, J. ; Tselioudis, G. ; Vancoppenolle, M.
ESD Reviews: Climate feedbacks in the Earth system and prospects for their evaluation
Earth System Dynamics 10(3), 379 - 452 (2019) [10.5194/esd-10-379-2019]2019 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Other) Gong, B. (Corresponding author)FZJ* ; Kleinert, F.FZJ* ; Schultz, M.FZJ*
Prediction of Daily Maximum Ozone Threshold Exceedances by Artificial Intelligence Techniques in Germany
2019EGU General Assembly 2019, EGU2019, ViennaVienna, Austria, 7 Apr 2019 - 12 Apr 20192019-04-072019-04-12 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Arano, K. A. G. ; Sun, S. ; Ordieres-Mere, J. ; Gong, B. (Corresponding author)FZJ*
The Use of the Internet of Things for Estimating Personal Pollution Exposure
International journal of environmental research and public health 16(17), 3130 (2019) [10.3390/ijerph16173130] special issue: "Integrated human exposure to air pollution"2019 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Preprint Kaffashzadeh, N. (Corresponding author)FZJ* ; Kleinert, F.FZJ* ; Schultz, M.FZJ*
A New Tool for Automated Quality Control of Environmental Data in Open Web Services
Files Fulltext Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Software Kaffashzadeh, N. (Corresponding author)FZJ* ; Schultz, M. (Originator)FZJ* ; Schröder, S. (Contributor)FZJ* ; Kleinert, F. (Contributor)FZJ* ; Leufen, L. H. (Contributor)FZJ*
AutoQC4Env software package
Files Fulltext Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Kaffashzadeh, N. (Corresponding author)FZJ* ; Kleinert, F.FZJ* ; Schultz, M.FZJ*
A New Tool for Automated Quality Control of Environmental Time Series (AutoQC4Env) in Open Web Services
2019Quality Of Open Data (QOD), SevillaSevilla, Spain, 26 Jun 2019 - 28 Jun 20192019-06-262019-06-28 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Poster (After Call) Kaffashzadeh, N. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Schultz, M.FZJ*
A Novel Concept for Automated Quality Control of Atmospheric Time Series
2019European Geoscience Union (EGU), ViennaVienna, Austria, 7 Apr 2019 - 12 Apr 20192019-04-072019-04-12 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Tegen, I. (Corresponding author) ; Neubauer, D. ; Ferrachat, S. ; Siegenthaler-Le Drian, C. ; Bey, I. ; Schutgens, N. ; Stier, P. ; Watson-Parris, D. ; Stanelle, T. ; Schmidt, H. ; Rast, S. ; Kokkola, H. ; Schultz, M.FZJ* ; Schröder, S.FZJ* ; Daskalakis, N. ; Barthel, S. ; Heinold, B. ; Lohmann, U.
The global aerosol–climate model ECHAM6.3–HAM2.3 – Part 1: Aerosol evaluation
Geoscientific model development 12(4), 1643 - 1677 (2019) [10.5194/gmd-12-1643-2019]2019 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Book Schultz, M. (Editor)FZJ* ; Pleiter, D. (Editor)FZJ* ; Bauer, P. (Editor)
Extreme Data Workshop 2018 Forschungszentrum Jülich, 18 – 19 September 2018 Proceedings
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich. IAS Series 40, 64 S. (2019)2019 Files Fulltext by OpenAccess repository Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Sander, R. (Corresponding author) ; Baumgaertner, A. ; Cabrera-Perez, D. ; Frank, F. ; Gromov, S. ; Grooß, J.-U.FZJ* ; Harder, H. ; Huijnen, V. ; Jöckel, P. ; Karydis, V. A. ; Niemeyer, K. E. ; Pozzer, A. ; Riede, H. ; Schultz, M. G.FZJ* ; Taraborrelli, D.FZJ* ; Tauer, S.
The community atmospheric chemistry box model CAABA/MECCA-4.0
Geoscientific model development 12(4), 1365 - 1385 (2019) [10.5194/gmd-12-1365-2019]2019 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Chang, K.-L. (Corresponding author) ; Cooper, O. R. ; West, J. J. ; Serre, M. L. ; Schultz, M. G.FZJ* ; Lin, M. ; Marécal, V. ; Josse, B. ; Deushi, M. ; Sudo, K. ; Liu, J. ; Keller, C. A.
A new method ($M^3$Fusion v1) for combining observations and multiple model output for an improved estimate of the global surface ozone distribution
Geoscientific model development 12(3), 955 - 978 (2019) [10.5194/gmd-12-955-2019]2019 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Schultz, M.FZJ* ; Apweiler, S.FZJ* ; Vogelsang, J.FZJ* ; Hagemeier, B.FZJ* ; Kleinert, F.FZJ* ; Mallmann, D.FZJ*
A Web Service Architecture for Objective Station Classification Purposes
20182018 IEEE 14th International Conference on e-Science (e-Science), AmsterdamAmsterdam, Netherlands, 29 Oct 2018 - 1 Nov 20182018-10-292018-11-01 IEEE 283 - 284 (2018) [10.1109/eScience.2018.00051]2018 Files BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Invited) Schultz, M. (Corresponding author)FZJ* ; Kaffashzadeh, N.FZJ*
TOAR Quality Control Procedures and Plans
2018ENVRIPlus Workshop, ENVRIPLUS2018, RigaRiga, Lettland, 5 Nov 2018 - 8 Nov 20182018-11-052018-11-08 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Schultz, M. (Corresponding author)FZJ* ; Vogelsang, J.FZJ* ; Kleinert, F.FZJ* ; Apweiler, S.FZJ* ; Hagemeier, B.FZJ* ; Mallmann, D.FZJ*
A web service architecture for objective station classification purposes
201814th IEEE e-Science Confernce, IEEE-eScience, AmsterdamAmsterdam, Niederlande, 29 Oct 2018 - 1 Nov 20182018-10-292018-11-01 BibTeX | EndNote: XML, Text | RIS

Poster (Plenary/Keynote) Lu, X. (Corresponding author) ; Zhang, L. ; Cooper, O. R. ; Schultz, M.FZJ* ; Xu, X. ; Wang, T. ; Lu, X.
Ozone pollution in China and India from a global perspective: present-day status and interannual variability drivers
2018American Geophysical Union Fall Meeting, AGU2018, Washington, DCWashington, DC, USA, 10 Dec 2018 - 14 Dec 20182018-12-102018-12-14 BibTeX | EndNote: XML, Text | RIS

Journal Article Lu, X. (Corresponding author) ; Hong, J. ; Zhang, L. ; Cooper, O. R. ; Schultz, M.FZJ* ; Xu, X. ; Wang, T. ; Gao, M. ; Zhao, Y. ; Zhang, Y.
Severe Surface Ozone Pollution in China: A Global Perspective
Environmental science & technology letters 5(8), 487 - 494 (2018) [10.1021/acs.estlett.8b00366]2018 Files BibTeX | EndNote: XML, Text | RIS

Journal Article Chang, K.-L. (Corresponding author) ; Cooper, O. R. ; West, J. J. ; Serre, M. L. ; Schultz, M. G.FZJ* ; Lin, M. ; Marécal, V. ; Josse, B. ; Deushi, M. ; Sudo, K. ; Liu, J. ; Keller, C. A.
A new method (M$^3$Fusion-v1) for combining observations and multiple model output for an improved estimate of the global surface ozone distribution
Geoscientific model development discussions 183, 1 - 34 (2018) [10.5194/gmd-2018-183]2018 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Tegen, I. (Corresponding author) ; Neubauer, D. ; Ferrachat, S. ; Siegenthaler-Le Drian, C. ; Bey, I. ; Schutgens, N. ; Stier, P. ; Watson-Parris, D. ; Stanelle, T. ; Schmidt, H. ; Rast, S. ; Kokkola, H. ; Schultz, M.FZJ* ; Schröder, S.FZJ* ; Daskalakis, N. ; Barthel, S. ; Heinold, B. ; Lohmann, U.
The aerosol-climate model ECHAM6.3-HAM2.3: Aerosol evaluation
Geoscientific model development discussions 235, 1 - 54 (2018) [10.5194/gmd-2018-235]2018 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Fiore, A. M. (Corresponding author) ; Fischer, E. V. ; Milly, G. P. ; Pandey Deolal, S. ; Wild, O. ; Jaffe, D. A. ; Staehelin, J. ; Clifton, O. E. ; Bergmann, D. ; Collins, W. ; Dentener, F. ; Doherty, R. M. ; Duncan, B. N. ; Fischer, B. ; Gilge, S. ; Hess, P. G. ; Horowitz, L. W. ; Lupu, A. ; MacKenzie, I. A. ; Park, R. ; Ries, L. ; Sanderson, M. G. ; Schultz, M.FZJ* ; Shindell, D. T. ; Steinbacher, M. ; Stevenson, D. S. ; Szopa, S. ; Zellweger, C. ; Zeng, G.
Peroxy acetyl nitrate (PAN) measurements at northern midlatitude mountain sites in April: a constraint on continental source–receptor relationships
Atmospheric chemistry and physics 18(20), 15345 - 15361 (2018) [10.5194/acp-18-15345-2018]2018 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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

Journal Article Sander, R. (Corresponding author) ; Baumgaertner, A. ; Cabrera, D. ; Frank, F. ; Grooß, J.-U.FZJ* ; Gromov, S. ; Harder, H. ; Huijnen, V. ; Jöckel, P. ; Karydis, V. A. ; Niemeyer, K. E. ; Pozzer, A. ; Riede, H. ; Schultz, M. G.FZJ* ; Taraborrelli, D.FZJ* ; Tauer, S.
The atmospheric chemistry box model CAABA/MECCA-4.0gmdd
Geoscientific model development discussions gmd-2018-201, 1 - 31 (2018) [10.5194/gmd-2018-201]2018 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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

Journal Article Mills, G. (Corresponding author) ; Pleijel, H. ; Malley, C. S. ; Sinha, B. ; Cooper, O. R. ; Schultz, M.FZJ* ; Neufeld, H. S. ; Simpson, D. ; Sharps, K. ; Feng, Z. ; Gerosa, G. ; Harmens, H. ; Kobayashi, K. ; Saxena, P. ; Paoletti, E. ; Sinha, V. ; Xu, X.
Tropospheric Ozone Assessment Report: Present-day tropospheric ozone distribution and trends relevant to vegetation
Elementa 6, 47 (2018) [10.1525/elementa.302] special issue: "Tropospheric Ozone Assessment Report"2018 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Gaudel, A. (Corresponding author) ; Cooper, O. R. ; Ancellet, G. ; et al
Tropospheric Ozone Assessment Report: Present-day distribution and trends of tropospheric ozone relevant to climate and global atmospheric chemistry model evaluation
Elementa 6(1), 39 - (2018) [10.1525/elementa.291] special issue: "Tropospheric Ozone Assessment Report (TOAR): Global metrics for climate change, human health and crop/ecosystem research"2018 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Lefohn, A. S. (Corresponding author) ; Malley, C. S. ; Smith, L. ; Wells, B. ; Hazucha, M. ; Simon, H. ; Naik, V. ; Mills, G. ; Schultz, M.FZJ* ; Paoletti, E. ; De Marco, A. ; Xu, X. ; Zhang, L. ; Wang, T. ; Neufeld, H. S. ; Musselman, R. C. ; Tarasick, D. ; Brauer, M. ; Feng, Z. ; Tang, H. ; Kobayashi, K. ; Sicard, P. ; Solberg, S. ; Gerosa, G.
Tropospheric ozone assessment report: Global ozone metrics for climate change, human health, and crop/ecosystem research
Elementa 6, 28 (2018) [10.1525/elementa.279] special issue: "Tropospheric Ozone Assessment Report (TOAR)"2018 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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

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

Journal Article Fiore, A. M. (Corresponding author) ; Fischer, E. V. ; Deolal, S. P. ; Wild, O. ; Jaffe, D. ; Staehelin, J. ; Clifton, O. E. ; Milly, G. P. ; Bergmann, D. ; Collins, W. ; Dentener, F. ; Doherty, R. M. ; Duncan, B. N. ; Fischer, B. ; Gilge, S. ; Hess, P. G. ; Horowitz, L. W. ; Lupu, A. ; MacKenzie, I. ; Park, R. ; Ries, L. ; Sanderson, M. ; Schultz, M.FZJ* ; Shindell, D. T. ; Steinbacher, M. ; Stevenson, D. S. ; Szopa, S. ; Zellweger, C. ; Zeng, G.
Regional and intercontinental pollution signatures on modeled and measured PAN at northern mid-latitude mountain sites
Atmospheric chemistry and physics / Discussions 1, 90 (2018) [10.5194/acp-2018-90]2018 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Fleming, Z. L. (Corresponding author) ; Doherty, R. M. (Corresponding author) ; von Schneidemesser, E. ; Malley, C. S. ; Cooper, O. R. ; Pinto, J. P. ; Colette, A. ; Xu, X. ; Simpson, D. ; Schultz, M.FZJ* ; Lefohn, A. S. ; Hamad, S. ; Moolla, R. ; Solberg, S. ; Feng, Z.
Tropospheric Ozone Assessment Report: Present-day ozone distribution and trends relevant to human health
Elementa 6(12), 273 (2018) [10.1525/elementa.273]2018 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Young, P. J. ; Naik, V. (Corresponding author) ; Fiore, A. M. ; Gaudel, A. ; Guo, J. ; Lin, M. Y. ; Neu, J. L. ; Parrish, D. D. ; Rieder, H. E. ; Schnell, J. L. ; Tilmes, S. ; Wild, O. ; Zhang, L. ; Ziemke, J. ; Brandt, J. ; Delcloo, A. ; Doherty, R. M. ; Geels, C. ; Hegglin, M. I. ; Hu, L. ; Im, U. ; Kumar, R. ; Luhar, A. ; Murray, L. ; Plummer, D. ; Rodriguez, J. ; Saiz-Lopez, A. ; Schultz, M.FZJ* ; Woodhouse, M. T. ; Zeng, G.
Tropospheric Ozone Assessment Report: Assessment of global-scale model performance for global and regional ozone distributions, variability, and trends
Elementa 6(10), 265 (2018) [10.1525/elementa.265]2018 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Lecture (Invited) Schultz, M. (Corresponding author)FZJ*
Big Data Analytics
2017Lecture at HPSC TerrSys Falll School 2017 (Bonn, Germany), 26 Sep 2017 - 26 Sep 20172017-09-262017-09-26 Fulltext BibTeX | EndNote: XML, Text | RIS

Lecture (Other) Schultz, M. (Corresponding author)FZJ*
Introduction to data processing and why you should care
2017Lecture at 33rd GAWTEC Training Course (Zugspitze, Germany), 17 Sep 2017 - 30 Sep 20172017-09-172017-09-30 BibTeX | EndNote: XML, Text | RIS

Journal Article Stein, O. (Corresponding author)FZJ* ; Schultz, M.FZJ* ; Rambadt, M.FZJ* ; Saini, R.FZJ* ; Hoffmann, L.FZJ* ; Mallmann, D.FZJ*
JADDS – towards a tailored global atmospheric composition data service for CAMS forecasts and reanalysis
Geophysical research abstracts 19, EGU2017-7352 (2017)2017 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Invited) Schultz, M. (Corresponding author)FZJ*
The Tropospheric Ozone Assessment Report (TOAR) and its database
2017CLRTAP: 3rd Joint Session of the SB to MEP and the WGE, EMEP207, GenevaGeneva, Switzerland, 11 Sep 2017 - 15 Sep 20172017-09-112017-09-15 BibTeX | EndNote: XML, Text | RIS

Poster (After Call) Chang, K. L. (Corresponding author) ; Petropavlovskikh, I. V. ; Cooper, O. R. ; Schultz, M.FZJ* ; Wang, T.
Regional trend analysis of surface ozone observations from monitoring networks in eastern North America, Europe and East Asia
2017AGU Fall Meeting, AGU2017, New OrleansNew Orleans, USA, 11 Dec 2017 - 15 Dec 20172017-12-112017-12-15 BibTeX | EndNote: XML, Text | RIS

Poster (After Call) von Schneidemesser, E. (Corresponding author) ; Fleming, Z. L. ; Doherty, R. M. ; Malley, C. ; Cooper, O. R. ; Pinto, J. P. ; Colette, A. ; Xu, X. ; Simpson, D. ; Schultz, M.FZJ* ; Hamad, S. ; Moola, R. ; Solberg, S. ; Feng, Z.
Trends in Surface Level Ozone Observations from Human-health Relevant Metrics: Results from the Tropospheric Ozone Assessment Report (TOAR)
2017AGU Fall Meeting, AGU2017, New OrleansNew Orleans, USA, 11 Dec 2017 - 15 Dec 20172017-12-112017-12-15 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Galbally, I. E. (Corresponding author) ; Tarasick, D. W. ; Stähelin, J. ; Wallington, T. J. ; Steinbacher, M. ; Schultz, M.FZJ* ; Cooper, O. R.
The historic surface ozone record, 1896-1975, and its relation to modern measurements
2017AGU Fall Meeting, AGU2017, New OrleansNew Orleans, USA, 11 Dec 2017 - 15 Dec 20172017-12-112017-12-15 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Cooper, O. R. (Corresponding author) ; Schultz, M.FZJ* ; Paoletti, E. ; Galbally, I. E. ; Naja, M. K. ; Tarasick, D. W. ; Evans, M. J. ; Thompson, A. M.
The Tropospheric Ozone Assessment Report (TOAR): A community-wide effort to quantify tropospheric ozone in a rapidly changing world
2017AGU Fall Meeting, AGU2017, New OrleansNew Orleans, USA, 11 Dec 2017 - 15 Dec 20172017-12-112017-12-15 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Fleming, Z. L. (Corresponding author) ; Doherty, R. M. ; von Schneidemesser, E. ; Cooper, O. R. ; Malley, C. ; Colette, A. ; Xu, X. ; Pinto, J. P. ; Simpson, D. ; Schultz, M.FZJ* ; Hamad, S. ; Moola, R. ; Solberg, S. ; Feng, Z.
Global Ozone Distribution relevant to Human Health: Metrics and present day levels from the Tropospheric Ozone Assessment Report (TOAR)
2017AGU Fall Meeting, AGU2017, New OrleansNew Orleans, USA, 11 Dec 2017 - 15 Dec 20172017-12-112017-12-15 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Schultz, M. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Cooper, O. R. ; Galbally, I. E. ; Petropavlovskikh, I. V. ; von Schneidemesser, E. ; Tanimoto, H. ; Elshorbany, Y. F. ; Naja, M. K. ; Seguel, R. J.
The TOAR database on observations of surface ozone (and more)
2017AGU Fall Meeting, AGU2017, New OrleansNew Orleans, USA, 11 Dec 2017 - 15 Dec 20172017-12-112017-12-15 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Tarasick, D. W. (Corresponding author) ; Galbally, I. A. ; Ancellet, G. ; Leblanc, T. ; Wallington, T. J. ; Ziemke, J. M. ; Steinbacher, M. ; Stähelin, J. ; Vigoroux, C. ; Hannigan, J. W. ; Garcia, O. E. ; Foret, G. ; Zanis, P. ; Liu, X. ; Weatherhead, E. C. ; Petropavlovskikh, I. V. ; Worden, H. M. ; Osman, W. ; Liu, J. ; Lin, M. ; Cooper, O. R. ; Schultz, M.FZJ* ; Granados-Munoz, M. J. ; Thompson, A. M. ; Cuesta, J. ; Dufour, G. ; Thouret, V.
Tropospheric ozone observations – How well can we assess tropospheric ozone changes?
2017AGU Fall Meeting, AGU2017, New OrleansNew Orleans, USA, 11 Dec 2017 - 15 Dec 20172017-12-112017-12-15 BibTeX | EndNote: XML, Text | RIS

Poster (After Call) Stein, O. (Corresponding author)FZJ* ; Schultz, M.FZJ* ; Rambadt, M.FZJ* ; Saini, R.FZJ* ; Hoffmann, L.FZJ* ; Mallmann, D.FZJ*
JADDS – towards a tailored global atmospheric composition data service for CAMS forecasts and reanalysis
2017European Geosciences Union General Assembly 2017, EGU2017, ViennaVienna, Austria, 23 Apr 2017 - 28 Apr 20172017-04-232017-04-28 BibTeX | EndNote: XML, Text | RIS

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

Journal Article Schultz, M. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Lyapina, O. ; et al
Tropospheric Ozone Assessment Report, links to Global surface ozone datasets
PANGAEA supplement, 7 datasets (2017) [10.1594/PANGAEA.876108]2017 Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article Schultz, M. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Lyapina, O. ; et al
Tropospheric Ozone Assessment Report: Database and Metrics Data of Global Surface Ozone Observations
Elementa 5, 58 - 84 (2017) [10.1525/elementa.244]2017 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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

Last Modified: 27.03.2025