Articles | Volume 13, issue 11
https://doi.org/10.5194/gmd-13-5663-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/gmd-13-5663-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Model evaluation paper
| 
18 Nov 2020
Model evaluation paper |
| 18 Nov 2020
| 18 Nov 2020
Sensitivity of spatial aerosol particle distributions to the boundary conditions in the PALM model system 6.0
Institute for Atmospheric and Earth System Research, Faculty of Science, University of Helsinki, Helsinki, Finland
Pontus Roldin
Division of Nuclear Physics, Lund University, Lund, Sweden
Jani Strömberg
Institute for Atmospheric and Earth System Research, Faculty of Science, University of Helsinki, Helsinki, Finland
Anna Balling
Institute for Atmospheric and Earth System Research, Faculty of Science, University of Helsinki, Helsinki, Finland
Sasu Karttunen
Institute for Atmospheric and Earth System Research, Faculty of Science, University of Helsinki, Helsinki, Finland
Heino Kuuluvainen
Aerosol Physics Laboratory, Physics Unit, Tampere University, Tampere, Finland
Jarkko V. Niemi
Helsinki Region Environmental Services Authority (HSY), Helsinki, Finland
Liisa Pirjola
Department of Automotive and Mechanical Engineering, Metropolia University of Applied Sciences, Vantaa, Finland
Topi Rönkkö
Aerosol Physics Laboratory, Physics Unit, Tampere University, Tampere, Finland
Hilkka Timonen
Atmospheric Composition Research, Finnish Meteorological Institute, Helsinki, Finland
Antti Hellsten
Atmospheric Composition Research, Finnish Meteorological Institute, Helsinki, Finland
Institute for Atmospheric and Earth System Research, Faculty of Science, University of Helsinki, Helsinki, Finland
Helsinki Institute of Sustainability Science, University of Helsinki, Helsinki, Finland
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Cited
22 citations as recorded by crossref.
- Effects of roadside trees three-dimensional morphology characteristics on traffic-related PM2.5 distribution in hot-humid urban blocks H. He et al. 10.1016/j.uclim.2023.101448
- Large-eddy simulation of aerosol concentrations in a realistic urban environment: Model validation and transport mechanism Y. Du et al. 10.1016/j.envpol.2024.124475
- Measurement and Modeling of Ship-Related Ultrafine Particles and Secondary Organic Aerosols in a Mediterranean Port City M. Karl et al. 10.3390/toxics11090771
- An urban large-eddy-simulation-based dispersion model for marginal grid resolutions: CAIRDIO v1.0 M. Weger et al. 10.5194/gmd-14-1469-2021
- A nested multi-scale system implemented in the large-eddy simulation model PALM model system 6.0 A. Hellsten et al. 10.5194/gmd-14-3185-2021
- A novel approach of creating sustainable urban planning solutions that optimise the local air quality and environmental equity in Helsinki, Finland: The CouSCOUS study protocol J. Demmler et al. 10.1371/journal.pone.0260009
- Can Areawide Building Retrofitting Affect the Urban Microclimate? An LES Study for Berlin, Germany B. Maronga et al. 10.1175/JAMC-D-21-0216.1
- Changes in urban air pollution after a shift in anthropogenic activity analysed with ensemble learning, competitive learning and unsupervised clustering M. Hulkkonen et al. 10.1016/j.apr.2022.101393
- Description and evaluation of the community aerosol dynamics model MAFOR v2.0 M. Karl et al. 10.5194/gmd-15-3969-2022
- Evaluating the impact of evolving green and grey urban infrastructure on local particulate pollution around city square parks M. Jin et al. 10.1038/s41598-024-68252-7
- GEO4PALM v1.1: an open-source geospatial data processing toolkit for the PALM model system D. Lin et al. 10.5194/gmd-17-815-2024
- Determinants of spatial variability of air pollutant concentrations in a street canyon network measured using a mobile laboratory and a drone L. Järvi et al. 10.1016/j.scitotenv.2022.158974
- Effect of radiation interaction and aerosol processes on ventilation and aerosol concentrations in a real urban neighbourhood in Helsinki J. Strömberg et al. 10.5194/acp-23-9347-2023
- Advances in air quality research – current and emerging challenges R. Sokhi et al. 10.5194/acp-22-4615-2022
- Well-planned greenery improves air urban quality - Modelling the effect of altered airflow and pollutant deposition M. Gustafsson et al. 10.1016/j.atmosenv.2024.120829
- Application of the Urban Climate Model PALM-4U to Investigate the Effects of the Diesel Traffic Ban on Air Quality in Stuttgart A. Samad et al. 10.3390/atmos15010111
- Dispersive Fluxes Within and Over a Real Urban Canopy: A Large-Eddy Simulation Study E. Akinlabi et al. 10.1007/s10546-022-00725-6
- Added Value of Vaisala AQT530 Sensors as a Part of a Sensor Network for Comprehensive Air Quality Monitoring T. Petäjä et al. 10.3389/fenvs.2021.719567
- Challenges of constructing and selecting the “perfect” boundary conditions for the large-eddy simulation model PALM J. Radović et al. 10.5194/gmd-17-2901-2024
- WRF4PALM v1.0: a mesoscale dynamical driver for the microscale PALM model system 6.0 D. Lin et al. 10.5194/gmd-14-2503-2021
- Determinants of Spatial Variability of Urban Air Pollutant Concentrations Measured Using a Mobile Laboratory and a Drone L. Järvi et al. 10.2139/ssrn.4094701
- Influence of emission size distribution and nucleation on number concentrations over Greater Paris K. Sartelet et al. 10.5194/acp-22-8579-2022
22 citations as recorded by crossref.
- Effects of roadside trees three-dimensional morphology characteristics on traffic-related PM2.5 distribution in hot-humid urban blocks H. He et al. 10.1016/j.uclim.2023.101448
- Large-eddy simulation of aerosol concentrations in a realistic urban environment: Model validation and transport mechanism Y. Du et al. 10.1016/j.envpol.2024.124475
- Measurement and Modeling of Ship-Related Ultrafine Particles and Secondary Organic Aerosols in a Mediterranean Port City M. Karl et al. 10.3390/toxics11090771
- An urban large-eddy-simulation-based dispersion model for marginal grid resolutions: CAIRDIO v1.0 M. Weger et al. 10.5194/gmd-14-1469-2021
- A nested multi-scale system implemented in the large-eddy simulation model PALM model system 6.0 A. Hellsten et al. 10.5194/gmd-14-3185-2021
- A novel approach of creating sustainable urban planning solutions that optimise the local air quality and environmental equity in Helsinki, Finland: The CouSCOUS study protocol J. Demmler et al. 10.1371/journal.pone.0260009
- Can Areawide Building Retrofitting Affect the Urban Microclimate? An LES Study for Berlin, Germany B. Maronga et al. 10.1175/JAMC-D-21-0216.1
- Changes in urban air pollution after a shift in anthropogenic activity analysed with ensemble learning, competitive learning and unsupervised clustering M. Hulkkonen et al. 10.1016/j.apr.2022.101393
- Description and evaluation of the community aerosol dynamics model MAFOR v2.0 M. Karl et al. 10.5194/gmd-15-3969-2022
- Evaluating the impact of evolving green and grey urban infrastructure on local particulate pollution around city square parks M. Jin et al. 10.1038/s41598-024-68252-7
- GEO4PALM v1.1: an open-source geospatial data processing toolkit for the PALM model system D. Lin et al. 10.5194/gmd-17-815-2024
- Determinants of spatial variability of air pollutant concentrations in a street canyon network measured using a mobile laboratory and a drone L. Järvi et al. 10.1016/j.scitotenv.2022.158974
- Effect of radiation interaction and aerosol processes on ventilation and aerosol concentrations in a real urban neighbourhood in Helsinki J. Strömberg et al. 10.5194/acp-23-9347-2023
- Advances in air quality research – current and emerging challenges R. Sokhi et al. 10.5194/acp-22-4615-2022
- Well-planned greenery improves air urban quality - Modelling the effect of altered airflow and pollutant deposition M. Gustafsson et al. 10.1016/j.atmosenv.2024.120829
- Application of the Urban Climate Model PALM-4U to Investigate the Effects of the Diesel Traffic Ban on Air Quality in Stuttgart A. Samad et al. 10.3390/atmos15010111
- Dispersive Fluxes Within and Over a Real Urban Canopy: A Large-Eddy Simulation Study E. Akinlabi et al. 10.1007/s10546-022-00725-6
- Added Value of Vaisala AQT530 Sensors as a Part of a Sensor Network for Comprehensive Air Quality Monitoring T. Petäjä et al. 10.3389/fenvs.2021.719567
- Challenges of constructing and selecting the “perfect” boundary conditions for the large-eddy simulation model PALM J. Radović et al. 10.5194/gmd-17-2901-2024
- WRF4PALM v1.0: a mesoscale dynamical driver for the microscale PALM model system 6.0 D. Lin et al. 10.5194/gmd-14-2503-2021
- Determinants of Spatial Variability of Urban Air Pollutant Concentrations Measured Using a Mobile Laboratory and a Drone L. Järvi et al. 10.2139/ssrn.4094701
- Influence of emission size distribution and nucleation on number concentrations over Greater Paris K. Sartelet et al. 10.5194/acp-22-8579-2022
Latest update: 23 Nov 2024
Short summary
High-resolution modelling is needed to solve the aerosol concentrations in a complex urban area. Here, the performance of an aerosol module within the PALM model to simulate the detailed horizontal and vertical distribution of aerosol particles is studied. Further, sensitivity to the meteorological and aerosol boundary conditions is assessed using both model and observation data. The horizontal distribution is sensitive to the wind speed and stability, and the vertical to the wind direction.
High-resolution modelling is needed to solve the aerosol concentrations in a complex urban area....
