2025

Konferenzbeiträge / Poster

• Balamurugan, V., Chen, J., Saathoff, H., Claus Holst, C., Wenzel, A., Abu-Hani, A., Li, Y., Abou-Rizk, S., and N Keutsch, F: High-Resolution LES-Based Air Quality Modeling Over Munich: Evaluation of Model Performance, and Pollution Drivers. EGU General Assembly 2025, 2025EGU25-16731 mehr… BibTeX
• Chen, J. and Balamurugan, V.: Assessing the Capability of Sentinel-5P (TROPOMI) NO2 Measurements to Monitor Point Source CO2 Emissions. EGU General Assembly 2025, 2025 mehr… BibTeX
• Mandal, S., Thakur, M., Balamurugan, V., Chen, J., and Roy, A.: A Deep-Pollutant-Spatial- Operator-Network (DPSON) for spatial estimation of PM2.5, PM10, O3 and NO2, case study at Delhi, India. EGU General Assembly 2025,, 2025EGU General Assembly 2025 mehr… BibTeX

2024

Zeitschriftenartikel

• 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 mehr… BibTeX Volltext ( DOI )
• Balamurugan, Vigneshkumar; Chen, Jia: Fossil Fuel CO₂ Emission Signatures Over India Captured by OCO‐2 Satellite Measurements. Earth's Future 12 (11), 2024 mehr… BibTeX Volltext ( DOI )

Konferenzbeiträge / Poster

• A. Abu-Hani, J. Chen, V. Balamurugan, A. Wenzel, and A. Bigi: Machine learning-based global calibration models for air quality low-cost sensors. ACTRIS Science Conference 2024, 2024 mehr… BibTeX
• Jia Chen, Moritz Makowski, Friedrich Klappenbach, Andreas Luther, Vigneshkumar Balamurugan, Josef Stauber, Florian Dietrich: Multi-Year Urban Total Column Network Observations – Challenges and Insights of Using MUCCnet for Emission Estimates. ICOS Science Conference 2024, 2024 mehr… BibTeX Volltext (mediaTUM)
• Subhojit Mandal, Vigneshkumar Balamurugan, Manoj Varma Datla, Mainak Thakur, Jia Chen, Arijit Roy: Enhancing PM2.5 Prediction in Urban Areas Using Satellite-Derived AOD Data: A Comparative Analysis of MODIS and VIIRS Products with Machine Learning Models. American Geophysical Union (AGU) fall meeting, 2024 mehr… BibTeX
• Zhaojin An, Yaowei Li, Sophie Abou-Rizk, Yanxia Li, Jessica B Smith, Vigneshkumar Balamurugan, Adrian Wenzel, Jia Chen, Harald Saathoff and Frank N Keutsch: Characterization of Oxygenated Organic Aerosols in Munich Using Thermal Desorption Ammonium Chemical Ionization Mass Spectrometry. American Geophysical Union (AGU) fall meeting, 2024 mehr… BibTeX

2023

Zeitschriftenartikel

• 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 mehr… BibTeX Volltext ( DOI )

Konferenzbeiträge / 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 mehr… BibTeX
• Chen, J. and Balamurugan, V.: Fossil fuel CO2 emission signatures over India captured by OCO-2 satellite measurements. EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, 2023 mehr… 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 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)
• 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 mehr… BibTeX
• V. Balamurugan and J. Chen: Tracking India’s Fossil Fuel CO2 Emissions with OCO-2 Satellite Data. 19th international workshop on greenhouse gas measurements from space, 2023IWGGMS-19 mehr… BibTeX

2022

Zeitschriftenartikel

• Balamurugan, Vigneshkumar; Balamurugan, Vinothkumar; Chen, Jia: Importance of ozone precursors information in modelling urban surface ozone variability using machine learning algorithm. Scientific Reports 12 (1), 2022 mehr… BibTeX Volltext ( DOI )
• Balamurugan, Vigneshkumar; Chen, Jia; Qu, Zhen; Bi, Xiao; Keutsch, Frank N.: Secondary PM<sub>2.5</sub> decreases significantly less than NO<sub>2</sub> emission reductions during COVID lockdown in Germany. Atmospheric Chemistry and Physics 22 (11), 2022, 7105-7129 mehr… BibTeX Volltext ( DOI )

Konferenzbeiträge / Poster

• Balamurugan, V., Chen, J., Qu, Z., Bi, X., and Keutsch, F. N.: Reduction in NOX emissions during the COVID-19 lockdown did not result in a comparable reduction in secondary PM levels. EGU General Assembly 2022, 2022 mehr… BibTeX Volltext ( DOI )

2021

Zeitschriftenartikel

• Balamurugan, Vigneshkumar; Chen, Jia; Qu, Zhen; Bi, Xiao; Gensheimer, Johannes; Shekhar, Ankit; Bhattacharjee, Shrutilipi; Keutsch, Frank N.: Tropospheric NO 2 and O 3 Response to COVID‐19 Lockdown Restrictions at the National and Urban Scales in Germany. Journal of Geophysical Research: Atmospheres 126 (19), 2021 mehr… BibTeX Volltext ( DOI )
• Vigneshkumar Balamurugan, Jia Chen, Xiao Bi, Zhen Qu, Johannes Gensheimer, Ankit Shekhar, Shrutilipi Bhattacharjee, Frank Keutsch: Tropospheric NO2 and O3 response to COVID-19 lockdown restrictions at the national and urban scales in Germany. Journal of Geophysical Research - Atmospheres, 2021, in press mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)

Konferenzbeiträge / Poster

• Vigneshkumar Balamurugan, Xiao Bi, Johannes Gensheimer, Jia Chen, Frank Keutsch, Shrutilipi Bhattacharjee, Ankit Shekhar: Impacts of COVID‑19 lockdown restrictions on urban NO2 and O3 level in Germany with consideration of meteorological impacts and seasonal variation. Geophysical Research Abstracts of the EGU General Assembly 2021, 2021 mehr… BibTeX Volltext ( DOI )