2023
Zeitschriftenartikel
- Spatiotemporal modeling of air pollutant concentrations in Germany using machine learning. Atmospheric Chemistry and Physics 23 (17), 2023, 10267-10285 mehr… BibTeX Volltext ( DOI )
- Understanding greenhouse gas (GHG) column concentrations in Munich using the Weather Research and Forecasting (WRF) model. Atmospheric Chemistry and Physics 23 (22), 2023, 14325-14347 mehr… BibTeX Volltext ( DOI )
Konferenzbeiträge / Poster
- Modelling of near-surface NO2 and O3 concentration over Germany using machine learning. EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, 2023 mehr… BibTeX
- Novel Sensor Networks and Methods for Urban Greenhouse Gas Monitoring. EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, 2023 mehr… BibTeX
2022
Zeitschriftenartikel
- Understanding greenhouse gas (GHG) column concentrations in Munich using WRF. Atmos. Chem. Phys. Discuss. , 2022 mehr… BibTeX Volltext ( DOI )
- Stacked ResNet-LSTM and CORAL model for multi-site air quality prediction. Neural Computing and Applications, 2022 mehr… BibTeX Volltext ( DOI )
Konferenzbeiträge / Poster
- Integrated Measurements and Modeling Approach for Greenhouse Gas Emission Monitoring. ICOS Science Conference 2022, 2022 mehr… BibTeX
- Novel methane emission estimation method for ground based remote sensing networks. EGU General Assembly 2022, 2022 mehr… BibTeX Volltext ( DOI )
2021
Zeitschriftenartikel
- What are different measures of mobility changes telling us about emission reductions during the COVID‑19 pandemic? Journal of Geophysical Research - Atmospheres, 2021 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)
- Assessing urban methane emissions using column-observing portable Fourier transform infrared (FTIR) spectrometers and a novel Bayesian inversion framework. Atmospheric Chemistry and Physics 21 (17), 2021, 13131-13147 mehr… BibTeX Volltext ( DOI )
- Assessing Urban Methane Emissions using Column Observing Portable FTIR Spectrometers and a Novel Bayesian Inversion Framework. Atmos. Chem. Phys. Discuss., 2021 mehr… BibTeX Volltext ( DOI )
Konferenzbeiträge / Poster
- Stand alone low-cost sensor network in the inner city of Munich for modeling urban air pollutants. Geophysical Research Abstracts of the EGUGeneral Assembly 2021, 2021 mehr… BibTeX Volltext ( DOI )
- Urban methane emission estimate using measurements obtained by MUCCnet (Munich Urban Carbon Column network). Geophysical Research Abstracts of the EGU General Assembly 2021, 2021 mehr… BibTeX Volltext ( DOI )
- Permanent urban carbon observations provided by the Munich Urban Carbon Column network (MUCCnet). Annual TCCON/COCCON virtual meeting, 2021 mehr… BibTeX
- Urban emission estimates and validation of satellite-measured urban GHG concentration gradients using MUCCnet data (Munich Urban Carbon Column network). IWGGMS-17, 2021 mehr… BibTeX
- Methane emission estimate using ground based remote sensing in complex terrain. Geophysical Research Abstracts of the EGU General Assembly 2021, 2021 mehr… BibTeX Volltext ( DOI )
- Error assessment of traffic emission estimates using novel mobility datasets. Geophysical Research Abstracts of the EGU General Assembly 2021, 2021 mehr… BibTeX Volltext ( DOI )
- Quantifying the impact of urban greenhouse gas emissions for Munich during the COVID‑19 pan‑demic using WRF V3.9.1.1. Geophysical Research Abstracts of the EGU General Assembly 2021, 2021 mehr… BibTeX Volltext ( DOI )