Implementation of the sectional aerosol module SALSA2.0 into the PALM model system 6.0: Model development and first evaluation

Mona Kurppa, Antti Hellsten, Pontus Roldin, Harri Kokkola, Juha Tonttila, Mikko Auvinen, Christoph W. Kent, Prashant Kumar, Björn Maronga, Leena Järvi

Research output: Contribution to journalArticleScientificpeer-review

Abstract

Urban pedestrian-level air quality is a result of an interplay between turbulent dispersion conditions, background concentrations, and heterogeneous local emissions of air pollutants and their transformation processes. Still, the complexity of these interactions cannot be resolved by the commonly used air quality models. By embedding the sectional aerosol module SALSA2.0 into the large-eddy simulation model PALM, a novel, high-resolution, urban aerosol modelling framework has been developed. The first model evaluation study on the vertical variation of aerosol number concentration and size distribution in a simple street canyon without vegetation in Cambridge, UK, shows good agreement with measurements, with simulated values mainly within a factor of 2 of observations. Dispersion conditions and local emissions govern the pedestrian-level aerosol number concentrations. Out of different aerosol processes, dry deposition is shown to decrease the total number concentration by over 20 %, while condensation and dissolutional increase the total mass by over 10 %. Following the model development, the application of PALM can be extended to local-and neighbourhood-scale air pollution and aerosol studies that require a detailed solution of the ambient flow field.
Original languageEnglish
JournalGeoscientific Model Development
Volume12
Issue number4
Pages (from-to)1403-1422
Number of pages20
ISSN1991-959X
DOIs
Publication statusPublished - 11 Apr 2019
MoE publication typeA1 Journal article-refereed

Fields of Science

  • 1172 Environmental sciences
  • 114 Physical sciences

Cite this

Kurppa, Mona ; Hellsten, Antti ; Roldin, Pontus ; Kokkola, Harri ; Tonttila, Juha ; Auvinen, Mikko ; Kent, Christoph W. ; Kumar, Prashant ; Maronga, Björn ; Järvi, Leena. / Implementation of the sectional aerosol module SALSA2.0 into the PALM model system 6.0 : Model development and first evaluation. In: Geoscientific Model Development. 2019 ; Vol. 12, No. 4. pp. 1403-1422.
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abstract = "Urban pedestrian-level air quality is a result of an interplay between turbulent dispersion conditions, background concentrations, and heterogeneous local emissions of air pollutants and their transformation processes. Still, the complexity of these interactions cannot be resolved by the commonly used air quality models. By embedding the sectional aerosol module SALSA2.0 into the large-eddy simulation model PALM, a novel, high-resolution, urban aerosol modelling framework has been developed. The first model evaluation study on the vertical variation of aerosol number concentration and size distribution in a simple street canyon without vegetation in Cambridge, UK, shows good agreement with measurements, with simulated values mainly within a factor of 2 of observations. Dispersion conditions and local emissions govern the pedestrian-level aerosol number concentrations. Out of different aerosol processes, dry deposition is shown to decrease the total number concentration by over 20 {\%}, while condensation and dissolutional increase the total mass by over 10 {\%}. Following the model development, the application of PALM can be extended to local-and neighbourhood-scale air pollution and aerosol studies that require a detailed solution of the ambient flow field.",
keywords = "1172 Environmental sciences, 114 Physical sciences",
author = "Mona Kurppa and Antti Hellsten and Pontus Roldin and Harri Kokkola and Juha Tonttila and Mikko Auvinen and Kent, {Christoph W.} and Prashant Kumar and Bj{\"o}rn Maronga and Leena J{\"a}rvi",
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Implementation of the sectional aerosol module SALSA2.0 into the PALM model system 6.0 : Model development and first evaluation. / Kurppa, Mona; Hellsten, Antti; Roldin, Pontus; Kokkola, Harri; Tonttila, Juha; Auvinen, Mikko; Kent, Christoph W.; Kumar, Prashant; Maronga, Björn; Järvi, Leena.

In: Geoscientific Model Development, Vol. 12, No. 4, 11.04.2019, p. 1403-1422.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - Implementation of the sectional aerosol module SALSA2.0 into the PALM model system 6.0

T2 - Model development and first evaluation

AU - Kurppa, Mona

AU - Hellsten, Antti

AU - Roldin, Pontus

AU - Kokkola, Harri

AU - Tonttila, Juha

AU - Auvinen, Mikko

AU - Kent, Christoph W.

AU - Kumar, Prashant

AU - Maronga, Björn

AU - Järvi, Leena

PY - 2019/4/11

Y1 - 2019/4/11

N2 - Urban pedestrian-level air quality is a result of an interplay between turbulent dispersion conditions, background concentrations, and heterogeneous local emissions of air pollutants and their transformation processes. Still, the complexity of these interactions cannot be resolved by the commonly used air quality models. By embedding the sectional aerosol module SALSA2.0 into the large-eddy simulation model PALM, a novel, high-resolution, urban aerosol modelling framework has been developed. The first model evaluation study on the vertical variation of aerosol number concentration and size distribution in a simple street canyon without vegetation in Cambridge, UK, shows good agreement with measurements, with simulated values mainly within a factor of 2 of observations. Dispersion conditions and local emissions govern the pedestrian-level aerosol number concentrations. Out of different aerosol processes, dry deposition is shown to decrease the total number concentration by over 20 %, while condensation and dissolutional increase the total mass by over 10 %. Following the model development, the application of PALM can be extended to local-and neighbourhood-scale air pollution and aerosol studies that require a detailed solution of the ambient flow field.

AB - Urban pedestrian-level air quality is a result of an interplay between turbulent dispersion conditions, background concentrations, and heterogeneous local emissions of air pollutants and their transformation processes. Still, the complexity of these interactions cannot be resolved by the commonly used air quality models. By embedding the sectional aerosol module SALSA2.0 into the large-eddy simulation model PALM, a novel, high-resolution, urban aerosol modelling framework has been developed. The first model evaluation study on the vertical variation of aerosol number concentration and size distribution in a simple street canyon without vegetation in Cambridge, UK, shows good agreement with measurements, with simulated values mainly within a factor of 2 of observations. Dispersion conditions and local emissions govern the pedestrian-level aerosol number concentrations. Out of different aerosol processes, dry deposition is shown to decrease the total number concentration by over 20 %, while condensation and dissolutional increase the total mass by over 10 %. Following the model development, the application of PALM can be extended to local-and neighbourhood-scale air pollution and aerosol studies that require a detailed solution of the ambient flow field.

KW - 1172 Environmental sciences

KW - 114 Physical sciences

U2 - 10.5194/gmd-12-1403-2019

DO - 10.5194/gmd-12-1403-2019

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