http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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   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 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   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 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

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 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

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 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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   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* ; 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

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 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

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 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

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 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

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 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

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 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

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 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

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