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A gridded air quality forecast through fusing site-available machine learning predictions from RFSML v1.0 and chemical transport model results from GEOS-Chem v13.1.0 using the ensemble Kalman filter2023 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Jianbing Jin, Arjo J. Segers, Hong Liao, Ke Li, Bufan Xu, Wei Han, +2 more
14citations -
Data clustering to optimise the representativity of observational data in air quality data assimilation: a case study with EURAD-IM (version 5.9.1 DA)2025 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Alexander Hermanns, Anne Caroline Lange, Julia Kowalski, Hendrik Fuchs, Philipp Franke
1citations -
Air quality impacts of COVID-19 lockdown measures detected from space using high spatial resolution observations of multiple trace gases from Sentinel-5P/TROPOMI2022 Atmospheric chemistry and physics article Environmental Science COVID-19 impact on air quality Open access
Pieternel Felicitas Levelt, Deborah Stein Zweers, Ilse Aben, Maïté Bauwens, Tobias Borsdorff, Isabelle De Smedt, +9 more
100citations -
Development of a regional feature selection-based machine learning system (RFSML v1.0) for air pollution forecasting over China2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Fang Li, Jianbing Jin, Arjo J. Segers, Hai Xiang Lin, Mijie Pang, Tuo Deng, +1 more
25citations -
Integrating air pollution-health feedback into climate projections: towards endogenous environmental-social links in the integrated models2025 Environment International article Environmental Science Air Quality and Health Impacts Open access
Kedi Liu, Ranran Wang, K. C. Samir, Anne Goujon, Gregor Kiesewetter, Rutger Hoekstra
3citations -
A methodological framework for estimating ambient PM2.5 particulate matter concentrations in the UK2023 Journal of Environmental Sciences article Environmental Science Air Quality Monitoring and Forecasting
David Galán‐Madruga, Parya Broomandi, Alfrendo Satyanaga, Ali Jahanbakhshi, Mehdi Bagheri, Aram Fathian, +5 more
16citations -
Ensemble-based satellite-derived carbon dioxide and methane column-averaged dry-air mole fraction data sets (2003–2018) for carbon and climate applications2020 Atmospheric measurement techniques article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Maximilian Reuter, Michael Buchwitz, Oliver Schneising, Stefan Noël, H. Bovensmann, Hartmut Boesch, +34 more
44citations -
Disentangling effects of natural and anthropogenic drivers on forest net ecosystem production2022 The Science of The Total Environment article Environmental Science Plant Water Relations and Carbon Dynamics Open access
You-Ren Wang, Nina C. Buchmann, Dag O. Hessen, Frøde Stordal, Jan Willem Erisman, Ane V. Vollsnes, +2 more
30citations -
Nature-based solutions in post-industrial sites: Integrated evaluation of atmospheric pollution abatement and carbon uptake in a German city2023 Urban Climate article Environmental Science Urban Arborization and Environmental Studies Open access
Martina Ristorini, Gabriele Guidolotti, Gregorio Sgrigna, Mais Jafari, Dagmar Knappe, Vittorio Garfì, +3 more
17citations -
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, +2 more
30citations -
Identifying Chemical Aerosol Signatures using Optical Suborbital Observations: How much can optical properties tell us about aerosol composition?2021 Maryland Shared Open Access Repository (USMAI Consortium) article Environmental Science Atmospheric aerosols and clouds Open access
Meloë S. F. Kacenelenbogen, S. P. Burton, Otto Hasekamp, K. D. Froyd, Y. Shinozuka, A. J. Beyersdorf, +12 more
0citations