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Article

Coupling MATSim and the PALM Model System—Large Scale Traffic and Emission Modeling with High-Resolution Computational Fluid Dynamics Dispersion Modeling

1
Institute of Land and Sea Transport Systems, Transport Systems Planning and Transport Telematics, Technische Universität Berlin, Kaiserin-Augusta-Allee 104-106, 10365 Berlin, Germany
2
Institute of Meteorology, Tropospheric Environmental Research, Freie Universität Berlin, Carl-Heinrich Becker-Weg 6-10, 12165 Berlin, Germany
3
Mubadala Arabian Center for Climate and Environmental Sciences (ACCESS), New York University Abu Dhabi, Abu Dhabi P.O. Box 129188, United Arab Emirates
*
Author to whom correspondence should be addressed.
Atmosphere 2024, 15(10), 1183; https://doi.org/10.3390/atmos15101183
Submission received: 29 August 2024 / Revised: 23 September 2024 / Accepted: 26 September 2024 / Published: 30 September 2024
(This article belongs to the Special Issue Recent Advances in Mobile Source Emissions (2nd Edition))

Abstract

To effectively mitigate anthropogenic air pollution, it is imperative to implement strategies aimed at reducing emissions from traffic-related sources. Achieving this objective can be facilitated by employing modeling techniques to elucidate the interplay between environmental impacts and traffic activities. This paper highlights the importance of combining traffic emission models with high-resolution turbulence and dispersion models in urban areas at street canyon level and presents the development and implementation of an interface between the mesoscopic traffic and emission model MATSim and PALM-4U, which is a set of urban climate application modules within the PALM model system. The proposed coupling mechanism converts MATSim output emissions into input emission flows for the PALM-4U chemistry module, which requires translating between the differing data models of both modeling systems. In an idealized case study, focusing on Berlin, the model successfully identified “hot spots” of pollutant concentrations near high-traffic roads and during rush hours. Results show good agreement between modeled and measured NOx concentrations, demonstrating the model’s capacity to accurately capture urban pollutant dispersion. Additionally, the presented coupling enables detailed assessments of traffic emissions but also offers potential for evaluating the effectiveness of traffic management policies and their impact on air quality in urban areas.
Keywords: traffic simulation; emission modeling; air pollution; pollution hot spot; CFD traffic simulation; emission modeling; air pollution; pollution hot spot; CFD

Share and Cite

MDPI and ACS Style

Laudan, J.; Banzhaf, S.; Khan, B.; Nagel, K. Coupling MATSim and the PALM Model System—Large Scale Traffic and Emission Modeling with High-Resolution Computational Fluid Dynamics Dispersion Modeling. Atmosphere 2024, 15, 1183. https://doi.org/10.3390/atmos15101183

AMA Style

Laudan J, Banzhaf S, Khan B, Nagel K. Coupling MATSim and the PALM Model System—Large Scale Traffic and Emission Modeling with High-Resolution Computational Fluid Dynamics Dispersion Modeling. Atmosphere. 2024; 15(10):1183. https://doi.org/10.3390/atmos15101183

Chicago/Turabian Style

Laudan, Janek, Sabine Banzhaf, Basit Khan, and Kai Nagel. 2024. "Coupling MATSim and the PALM Model System—Large Scale Traffic and Emission Modeling with High-Resolution Computational Fluid Dynamics Dispersion Modeling" Atmosphere 15, no. 10: 1183. https://doi.org/10.3390/atmos15101183

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