Clara Betancourt's publications

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;  ;
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties
Geoscientific model development 15(11), 4331 - 4354 () [10.5194/gmd-15-4331-2022] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Explainable Machine Learning Reveals Capabilities, Redundancy, and Limitations of a Geospatial Air Quality Benchmark Dataset
Machine learning and knowledge extraction 4(1), 150 - 171 () [10.3390/make4010008] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Artificial intelligence for air quality
The project repository journal 12(1), 70 - 73 () [10.54050/PRJ1218384] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Firewood residential heating – local versus remote influence on the aerosol burden
Atmospheric chemistry and physics 21(8), 5953 - 5964 () [10.5194/acp-21-5953-2021] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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AQ-Bench: a benchmark dataset for machine learning on global air quality metrics
Earth system science data 13(6), 3013 - 3033 () [10.5194/essd-13-3013-2021] special issue: "Benchmark datasets and machine learning algorithms for Earth system science data (ESSD/GMD inter-journal SI)" OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Context aware benchmarking and tuning of a TByte-scale air quality database and web service
Earth science informatics 14, 1597-1607 () [10.1007/s12145-021-00631-4] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Global fine resolution mapping of ozone metrics through explainable machine learning
EGU General Assembly 2021, vEGU21, OnlineOnline, Online, 19 Apr 2021 - 30 Apr 20212021-04-192021-04-30 [10.5194/egusphere-egu21-7596] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Can deep learning beat numerical weather prediction?
Philosophical transactions of the Royal Society of London / A 379(2194), 20200097 () [10.1098/rsta.2020.0097] special issue: "Machine learning for weather and climate modelling" OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Firewood residential heating - local versus regional influence on the aerosol burden
European Aerosol Conference 2020, EAC2020, AachenAachen, Germany, 30 Aug 2020 - 4 Sep 20202020-08-302020-09-04 OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Performance analysis and optimization of a TByte-scale atmospheric observation database
EGU2020: Sharing Geoscience Online, EGU2020, , , 4 May 2020 - 8 May 20202020-05-042020-05-08 [10.5194/egusphere-egu2020-13637] OpenAccess  Download fulltext Files  Download fulltextFulltext Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Master Thesis
Lagrangian particle dispersion modeling of stable carbon isotope ratios to track the chemical aging of biomass burning aerosol
69 p. () = Masterarbeit, Universität zu Köln, 2019 OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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

Last Modified: 06.05.2022