2024

Journal Articles

• Abu-Hani, Ayah; Chen, Jia; Balamurugan, Vigneshkumar; Wenzel, Adrian; Bigi, Alessandro: Transferability of machine-learning-based global calibration models for NO₂ and NO low-cost sensors. Atmospheric Measurement Techniques 17 (13), 2024, 3917-3931 more… BibTeX Full text ( DOI )

Conference Papers / Poster

• Daniel Kühbacher, Jia Chen, Julian Baertschi, Ali Ahmad Khan, Adrian Wenzel, Patrick Aigner, Stuart Grange, Pascal Rubli, Lukas Emmenegger: SCOUT: Street-Level Carbon Observatory for Urban Terrain. ICOS Science Conference 2024, 2024 more… BibTeX
• Patrick Aigner, Daniel Kühbacher, Adrian Wenzel, Adrian Schmitt, Felix Böhm, Moritz Makowski, Klaus Kürzinger, Olivier Laurent, Pascal Rubli, Stuart Grange, Lukas Emmenegger, Jia Chen: Advancing Urban Greenhouse Gas Monitoring: Development and Evaluation of a High-Density CO2 Sensor Network in Munich. ICOS Science Conference 2024, 2024 more… BibTeX
• Wenzel, A., Chen, J., Zollitsch, D., Schmitt, A., Klama, T., Böhm, F., Angleitner, M., Aicher, M., Setili, L., Dietrich, F., Wang, T., Kürzinger, K. and Lobmaier, R.: High-Density Low-Cost Air Quality Sensor Network in Munich. 14th International Conference on Air Quality, 2024 more… BibTeX

2023

Journal Articles

• Balamurugan, Vigneshkumar; Chen, Jia; Wenzel, Adrian; Keutsch, Frank N.: Spatiotemporal modeling of air pollutant concentrations in Germany using machine learning. Atmospheric Chemistry and Physics 23 (17), 2023, 10267-10285 more… BibTeX Full text ( DOI )
• Zhao, Xinxu; Chen, Jia; Marshall, Julia; Gałkowski​​​​​​​, Michal; Hachinger, Stephan; Dietrich, Florian; Shekhar, Ankit; Gensheimer, Johannes; Wenzel, Adrian; Gerbig, Christoph: 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 more… BibTeX Full text ( DOI )

Conference Papers / Poster

• Balamurugan, V., Chen, J., Wenzel, A., and Keutsch, F. N.: Modelling of near-surface NO2 and O3 concentration over Germany using machine learning. EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, 2023 more… BibTeX
• Chen, J., Wenzel, A., Luther, A., Forstmaier, A., Aigner, P., Balamurugan, V., Dietrich, F., Kühbacher, D., Makowski, M., Tang, H., Zhao, X., Klappenbach, F., Maazallahi, H., Roeckmann, T., Denier van der Gon, H., Jones, T., and Matthews, B.: Novel Sensor Networks and Methods for Urban Greenhouse Gas Monitoring. EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, 2023 more… BibTeX
• Jia Chen, Vigneshkumar Balamurugan, Frank N. Keutsch, Harald Saathoff, Adrian Wenzel, Yanxia Li, Hengheng Zhang, Sophie Abou-Rizk, Yaowei Li, Junwei Li, Ayah Abu Hani, Juan Bettinelli, Can Demirdögen, Moritz Angleitner, Markus Garhammer: Investigation of Air Quality in Munich Using Measurement Campaign and Air Quality Network. Workshop on Atmospheric Pollution Exposure Study in China and Germany Using Sensor Fusion of Wearable Sensors and 3D Remote Sensing, 2023 more… BibTeX

2022

Journal Articles

• Zhao, X., Chen, J., Marschall, J., Gałkowski, M., Hachinger, S., Dietrich, F., Shekhar, A., Gensheimer, J., Wenzel, A., and Gerbig, C.: Understanding greenhouse gas (GHG) column concentrations in Munich using WRF. Atmos. Chem. Phys. Discuss. , 2022 more… BibTeX Full text ( DOI )
• Cheng, Xiangwei; Zhang, Wenwen; Wenzel, Adrian; Chen, Jia: Stacked ResNet-LSTM and CORAL model for multi-site air quality prediction. Neural Computing and Applications, 2022 more… BibTeX Full text ( DOI )

Conference Papers / Poster

• Jia Chen, Adrian Wenzel, Florian Dietrich, Patrick Aigner, Xinxu Zhao, Johannes Gensheimer, Andreas Luther, Moritz Makowski, Andreas Forstmaier, Friedrich Klappenbach, Taylor Jones: Integrated Measurements and Modeling Approach for Greenhouse Gas Emission Monitoring. ICOS Science Conference 2022, 2022 more… BibTeX
• Klappenbach, F., Chen, J., Wenzel, A., Dietrich, F., Forstermeier, A., Zhao, X., Jones, T., Franklin, J., Wofsy, S., Frey, M., Hase, F., Hedelius, J., Wennberg, P., and Cohen, R.: Novel methane emission estimation method for ground based remote sensing networks. EGU General Assembly 2022, 2022 more… BibTeX Full text ( DOI )

2021

Journal Articles

• Johannes Gensheimer, Alex Turner, Ankit Shekhar, Adrian Wenzel, Frank N. Keutsch, Jia Chen: What are different measures of mobility changes telling us about emission reductions during the COVID‑19 pandemic? Journal of Geophysical Research - Atmospheres, 2021 more… BibTeX Full text ( DOI ) Full text (mediaTUM)
• Jones, Taylor S.; Franklin, Jonathan E.; Chen, Jia; Dietrich, Florian; Hajny, Kristian D.; Paetzold, Johannes C.; Wenzel, Adrian; Gately, Conor; Gottlieb, Elaine; Parker, Harrison; Dubey, Manvendra; Hase, Frank; Shepson, Paul B.; Mielke, Levi H.; Wofsy, Steven C.: 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 more… BibTeX Full text ( DOI )
• Taylor S. Jones, Jonathan E. Franklin, Jia Chen, Florian Dietrich, Kristian D. Hajny, Johannes C. Paetzold, Adrian Wenzel, Conor Gately, Elaine Gottlieb, Harrison Parker, Manvendra Dubey, Frank Hase, Paul B. Shepson, Levi H. Mielke, and Steven C. Wofsy: Assessing Urban Methane Emissions using Column Observing Portable FTIR Spectrometers and a Novel Bayesian Inversion Framework. Atmos. Chem. Phys. Discuss., 2021 more… BibTeX Full text ( DOI )

Conference Papers / Poster

• Adrian Wenzel, Jia Chen, Florian Dietrich, Sebastian T.Thekkekara, Daniel Zollitsch, Benno Voggenreiter, Luca Setili, Mark Wenig, Frank N. Keutsch: 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 more… BibTeX Full text ( DOI )
• Florian Dietrich, Jia Chen, Adrian Wenzel, Andreas Forstmaier, Friedrich Klappenbach, Xinxu Zhao,Nico Nachtigall, Magdalena Altmann, Johannes C. Paetzold, Taylor Jones, Jonathan Franklin, Andreas Luther, Ralph Kleinschek, Andre Butz, Frank Hase: Urban methane emission estimate using measurements obtained by MUCCnet (Munich Urban Carbon Column network). Geophysical Research Abstracts of the EGU General Assembly 2021, 2021 more… BibTeX Full text ( DOI )
• Florian Dietrich, Jia Chen, Adrian Wenzel, Friedrich Klappenbach, Xinxu Zhao, Andreas Forstmaier, Magdalena Altmann, Nico Nachtigall, Benno Voggenreiter, Patrick Aigner, and Björn Reger: Permanent urban carbon observations provided by the Munich Urban Carbon Column network (MUCCnet). Annual TCCON/COCCON virtual meeting, 2021 more… BibTeX
• Florian Dietrich, Jia Chen, Adrian Wenzel, Maximilian Rißmann, Andreas Forstmaier, Friedrich Klappenbach, Xinxu Zhao, Taylor Jones, Jonathan Franklin, Matthäus Kiel, Greg Osterman: Urban emission estimates and validation of satellite-measured urban GHG concentration gradients using MUCCnet data (Munich Urban Carbon Column network). IWGGMS-17, 2021 more… BibTeX
• Friedrich Klappenbach, Jia Chen, Adrian Wenzel, Andreas Forstmaier, Florian Dietrich, Xinxu Zhao,Taylor Jones, Jonathan Franklin, Steven Wofsy, Matthias Frey, Frank Hase, Jacob Hedelius, Paul Wennberg, Ronald Cohen, Marc Fischer: Methane emission estimate using ground based remote sensing in complex terrain. Geophysical Research Abstracts of the EGU General Assembly 2021, 2021 more… BibTeX Full text ( DOI )
• Johannes Gensheimer, Alexander J. Turner, Ankit Shekhar, Adrian Wenzel, Frank N. Keutsch, Jia Chen: Error assessment of traffic emission estimates using novel mobility datasets. Geophysical Research Abstracts of the EGU General Assembly 2021, 2021 more… BibTeX Full text ( DOI )
• Xinxu Zhao, Jia Chen, Julia Marshall, Michal Galkowski, Christoph Gerbig, Stephan Hachinger, Johannes Gensheimer, Xiaotian Guo, Florian Dietrich, Adrian Wenzel, Friedrich Klappenbach: 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 more… BibTeX Full text ( DOI )

2020

Conference Papers / Poster

• Jia Chen, Florian Dietrich, Adrian Wenzel, Nico Nachtigall, Taylor Jones, Jonathan Franklin: Permanent Urban Column Network for Carbon Emission Monitoring in Munich. American Geophysical (AGU) fall meeting, B 108-0024, 2020 more… BibTeX