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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 -
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 -
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 -
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 -
Ozone exceedance forecasting with enhanced extreme instance augmentation: A case study in Germany2024 Environmental Modelling & Software article Environmental Science Air Quality Monitoring and Forecasting Open access
Tuo Deng, Astrid Manders, Arjo J. Segers, Arnold Willem Heemink, Hai Xiang Lin
3citations -
Measuring residential PM2.5 concentrations using low-cost sensors in the Netherlands2024 Research Square preprint Environmental Science Air Quality Monitoring and Forecasting Open access
Judith C.S. Holtjer, Laura Houweling, George Stanley Downward, Lizan D. Bloemsma, Anke H. Maitland‐van der Zee, Gerard Hoek, +1 more
2citations -
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 -
D2.5 Low-cost sensors support package. Deliverable of project H2020 MONOCLE (grant 776480)2020 Zenodo (CERN European Organization for Nuclear Research) report Environmental Science Air Quality Monitoring and Forecasting Open access
N. Schmidt, Jaume Piera, Olivier Burggraaff, Liesbeth De Keukelaere
0citations