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

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

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

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

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

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

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

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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Bachelor Thesis Betancourt, C. (Corresponding author)FZJ*
Lagrangian particle dispersion modeling to track the chemical aging of biomass burning aerosol
35 pp. (2017)2017 = University of Cologne, Bachelorarbeit, 2017 BibTeX | EndNote: XML, Text | RIS