A new aerosol wet removal scheme for the Lagrangian particle model FLEXPART v10

A new, more physically based wet removal scheme for aerosols has been implemented in the Lagrangian particle dispersion model FLEXPART. It uses three-dimensional cloud water fields from the European Centre for Medium-Range Weather Forecasts (ECMWF) to determine cloud extent and distinguishes between...

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Main Authors: H. Grythe, N. I. Kristiansen, C. D. Groot Zwaaftink, S. Eckhardt, J. Ström, P. Tunved, R. Krejci, A. Stohl
Format: Article
Language:English
Published: Copernicus Publications 2017-04-01
Series:Geoscientific Model Development
Online Access:http://www.geosci-model-dev.net/10/1447/2017/gmd-10-1447-2017.pdf
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author H. Grythe
N. I. Kristiansen
C. D. Groot Zwaaftink
S. Eckhardt
J. Ström
P. Tunved
R. Krejci
A. Stohl
spellingShingle H. Grythe
N. I. Kristiansen
C. D. Groot Zwaaftink
S. Eckhardt
J. Ström
P. Tunved
R. Krejci
A. Stohl
A new aerosol wet removal scheme for the Lagrangian particle model FLEXPART v10
Geoscientific Model Development
author_facet H. Grythe
N. I. Kristiansen
C. D. Groot Zwaaftink
S. Eckhardt
J. Ström
P. Tunved
R. Krejci
A. Stohl
author_sort H. Grythe
title A new aerosol wet removal scheme for the Lagrangian particle model FLEXPART v10
title_short A new aerosol wet removal scheme for the Lagrangian particle model FLEXPART v10
title_full A new aerosol wet removal scheme for the Lagrangian particle model FLEXPART v10
title_fullStr A new aerosol wet removal scheme for the Lagrangian particle model FLEXPART v10
title_full_unstemmed A new aerosol wet removal scheme for the Lagrangian particle model FLEXPART v10
title_sort new aerosol wet removal scheme for the lagrangian particle model flexpart v10
publisher Copernicus Publications
series Geoscientific Model Development
issn 1991-959X
1991-9603
publishDate 2017-04-01
description A new, more physically based wet removal scheme for aerosols has been implemented in the Lagrangian particle dispersion model FLEXPART. It uses three-dimensional cloud water fields from the European Centre for Medium-Range Weather Forecasts (ECMWF) to determine cloud extent and distinguishes between in-cloud and below-cloud scavenging. The new in-cloud nucleation scavenging depends on cloud water phase (liquid, ice or mixed-phase), based on the aerosol's prescribed efficiency to serve as ice crystal nuclei and liquid water nuclei, respectively. The impaction scavenging scheme now parameterizes below-cloud removal as a function of aerosol particle size and precipitation type (snow or rain) and intensity.<br><br>Sensitivity tests with the new scavenging scheme and comparisons with observational data were conducted for three distinct types of primary aerosols, which pose different challenges for modeling wet scavenging due to their differences in solubility, volatility and size distribution: (1) <sup>137</sup>Cs released during the Fukushima nuclear accident attached mainly to highly soluble sulphate aerosol particles, (2) black carbon (BC) aerosol particles, and (3) mineral dust. Calculated <i>e</i>-folding lifetimes of accumulation mode aerosols for these three aerosol types were 11.7, 16.0, and 31.6 days respectively, when well mixed in the atmosphere. These are longer lifetimes than those obtained by the previous removal schem, and, for mineral dust in particular, primarily result from very slow in-cloud removal, which globally is the primary removal mechanism for these accumulation mode particles.<br><br>Calculated <i>e</i>-folding lifetimes in FLEXPART also have a strong size dependence, with the longest lifetimes found for the accumulation-mode aerosols. For example, for dust particles emitted at the surface the lifetimes were 13.8 days for particles with 1 µm diameter and a few hours for 10 µm particles. A strong size dependence in below-cloud scavenging, combined with increased dry removal, is the primary reason for the shorter lifetimes of the larger particles. The most frequent removal is in-cloud scavenging (85 % of all scavenging events) but it occurs primarily in the free troposphere, while below-cloud removal is more frequent below 1000 m (52 % of all events) and can be important for the initial fate of species emitted at the surface, such as those examined here.<br><br>For assumed realistic in-cloud removal efficiencies, both BC and sulphate have a slight overestimation of observed atmospheric concentrations (a factor of 1.6 and 1.2 respectively). However, this overestimation is largest close to the sources and thus appears more related to overestimated emissions rather than underestimated removal. The new aerosol wet removal scheme of FLEXPART incorporates more realistic information about clouds and aerosol properties and it compares better with both observed lifetimes and concentration than the old scheme.
url http://www.geosci-model-dev.net/10/1447/2017/gmd-10-1447-2017.pdf
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spelling doaj-5503ebd3df4c4ddda0fb540815c779f32020-11-24T23:04:33ZengCopernicus PublicationsGeoscientific Model Development1991-959X1991-96032017-04-011041447146610.5194/gmd-10-1447-2017A new aerosol wet removal scheme for the Lagrangian particle model FLEXPART v10H. Grythe0N. I. Kristiansen1C. D. Groot Zwaaftink2S. Eckhardt3J. Ström4P. Tunved5R. Krejci6A. Stohl7Department of Applied Environmental Science (ITM), Atmospheric Science Unit, Stockholm University, 106 91 Stockholm, SwedenNorwegian Institute for Air Research (NILU), P.O. Box 100, 2027 Kjeller, NorwayNorwegian Institute for Air Research (NILU), P.O. Box 100, 2027 Kjeller, NorwayNorwegian Institute for Air Research (NILU), P.O. Box 100, 2027 Kjeller, NorwayDepartment of Applied Environmental Science (ITM), Atmospheric Science Unit, Stockholm University, 106 91 Stockholm, SwedenDepartment of Applied Environmental Science (ITM), Atmospheric Science Unit, Stockholm University, 106 91 Stockholm, SwedenDepartment of Applied Environmental Science (ITM), Atmospheric Science Unit, Stockholm University, 106 91 Stockholm, SwedenNorwegian Institute for Air Research (NILU), P.O. Box 100, 2027 Kjeller, NorwayA new, more physically based wet removal scheme for aerosols has been implemented in the Lagrangian particle dispersion model FLEXPART. It uses three-dimensional cloud water fields from the European Centre for Medium-Range Weather Forecasts (ECMWF) to determine cloud extent and distinguishes between in-cloud and below-cloud scavenging. The new in-cloud nucleation scavenging depends on cloud water phase (liquid, ice or mixed-phase), based on the aerosol's prescribed efficiency to serve as ice crystal nuclei and liquid water nuclei, respectively. The impaction scavenging scheme now parameterizes below-cloud removal as a function of aerosol particle size and precipitation type (snow or rain) and intensity.<br><br>Sensitivity tests with the new scavenging scheme and comparisons with observational data were conducted for three distinct types of primary aerosols, which pose different challenges for modeling wet scavenging due to their differences in solubility, volatility and size distribution: (1) <sup>137</sup>Cs released during the Fukushima nuclear accident attached mainly to highly soluble sulphate aerosol particles, (2) black carbon (BC) aerosol particles, and (3) mineral dust. Calculated <i>e</i>-folding lifetimes of accumulation mode aerosols for these three aerosol types were 11.7, 16.0, and 31.6 days respectively, when well mixed in the atmosphere. These are longer lifetimes than those obtained by the previous removal schem, and, for mineral dust in particular, primarily result from very slow in-cloud removal, which globally is the primary removal mechanism for these accumulation mode particles.<br><br>Calculated <i>e</i>-folding lifetimes in FLEXPART also have a strong size dependence, with the longest lifetimes found for the accumulation-mode aerosols. For example, for dust particles emitted at the surface the lifetimes were 13.8 days for particles with 1 µm diameter and a few hours for 10 µm particles. A strong size dependence in below-cloud scavenging, combined with increased dry removal, is the primary reason for the shorter lifetimes of the larger particles. The most frequent removal is in-cloud scavenging (85 % of all scavenging events) but it occurs primarily in the free troposphere, while below-cloud removal is more frequent below 1000 m (52 % of all events) and can be important for the initial fate of species emitted at the surface, such as those examined here.<br><br>For assumed realistic in-cloud removal efficiencies, both BC and sulphate have a slight overestimation of observed atmospheric concentrations (a factor of 1.6 and 1.2 respectively). However, this overestimation is largest close to the sources and thus appears more related to overestimated emissions rather than underestimated removal. The new aerosol wet removal scheme of FLEXPART incorporates more realistic information about clouds and aerosol properties and it compares better with both observed lifetimes and concentration than the old scheme.http://www.geosci-model-dev.net/10/1447/2017/gmd-10-1447-2017.pdf