Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5

A modal aerosol module (MAM) has been developed for the Community Atmosphere Model version 5 (CAM5), the atmospheric component of the Community Earth System Model version 1 (CESM1). MAM is capable of simulating the aerosol size distribution and both internal and external mixing between aerosol compo...

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Published in:Geoscientific Model Development
Main Authors: X. Liu, R. C. Easter, S. J. Ghan, R. Zaveri, P. Rasch, X. Shi, J.-F. Lamarque, A. Gettelman, H. Morrison, F. Vitt, A. Conley, S. Park, R. Neale, C. Hannay, A. M. L. Ekman, P. Hess, N. Mahowald, W. Collins, M. J. Iacono, C. S. Bretherton, M. G. Flanner, D. Mitchell
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2012
Subjects:
Online Access:https://doi.org/10.5194/gmd-5-709-2012
https://doaj.org/article/da6fd867a0eb467fb99e302d28ddf079
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spelling ftdoajarticles:oai:doaj.org/article:da6fd867a0eb467fb99e302d28ddf079 2023-05-15T15:15:25+02:00 Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5 X. Liu R. C. Easter S. J. Ghan R. Zaveri P. Rasch X. Shi J.-F. Lamarque A. Gettelman H. Morrison F. Vitt A. Conley S. Park R. Neale C. Hannay A. M. L. Ekman P. Hess N. Mahowald W. Collins M. J. Iacono C. S. Bretherton M. G. Flanner D. Mitchell 2012-05-01T00:00:00Z https://doi.org/10.5194/gmd-5-709-2012 https://doaj.org/article/da6fd867a0eb467fb99e302d28ddf079 EN eng Copernicus Publications http://www.geosci-model-dev.net/5/709/2012/gmd-5-709-2012.pdf https://doaj.org/toc/1991-959X https://doaj.org/toc/1991-9603 doi:10.5194/gmd-5-709-2012 1991-959X 1991-9603 https://doaj.org/article/da6fd867a0eb467fb99e302d28ddf079 Geoscientific Model Development, Vol 5, Iss 3, Pp 709-739 (2012) Geology QE1-996.5 article 2012 ftdoajarticles https://doi.org/10.5194/gmd-5-709-2012 2022-12-30T21:48:09Z A modal aerosol module (MAM) has been developed for the Community Atmosphere Model version 5 (CAM5), the atmospheric component of the Community Earth System Model version 1 (CESM1). MAM is capable of simulating the aerosol size distribution and both internal and external mixing between aerosol components, treating numerous complicated aerosol processes and aerosol physical, chemical and optical properties in a physically-based manner. Two MAM versions were developed: a more complete version with seven lognormal modes (MAM7), and a version with three lognormal modes (MAM3) for the purpose of long-term (decades to centuries) simulations. In this paper a description and evaluation of the aerosol module and its two representations are provided. Sensitivity of the aerosol lifecycle to simplifications in the representation of aerosol is discussed. Simulated sulfate and secondary organic aerosol (SOA) mass concentrations are remarkably similar between MAM3 and MAM7. Differences in primary organic matter (POM) and black carbon (BC) concentrations between MAM3 and MAM7 are also small (mostly within 10%). The mineral dust global burden differs by 10% and sea salt burden by 30–40% between MAM3 and MAM7, mainly due to the different size ranges for dust and sea salt modes and different standard deviations of the log-normal size distribution for sea salt modes between MAM3 and MAM7. The model is able to qualitatively capture the observed geographical and temporal variations of aerosol mass and number concentrations, size distributions, and aerosol optical properties. However, there are noticeable biases; e.g., simulated BC concentrations are significantly lower than measurements in the Arctic. There is a low bias in modeled aerosol optical depth on the global scale, especially in the developing countries. These biases in aerosol simulations clearly indicate the need for improvements of aerosol processes (e.g., emission fluxes of anthropogenic aerosols and precursor gases in developing countries, boundary layer nucleation) and ... Article in Journal/Newspaper Arctic black carbon Directory of Open Access Journals: DOAJ Articles Arctic Geoscientific Model Development 5 3 709 739
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Geology
QE1-996.5
spellingShingle Geology
QE1-996.5
X. Liu
R. C. Easter
S. J. Ghan
R. Zaveri
P. Rasch
X. Shi
J.-F. Lamarque
A. Gettelman
H. Morrison
F. Vitt
A. Conley
S. Park
R. Neale
C. Hannay
A. M. L. Ekman
P. Hess
N. Mahowald
W. Collins
M. J. Iacono
C. S. Bretherton
M. G. Flanner
D. Mitchell
Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5
topic_facet Geology
QE1-996.5
description A modal aerosol module (MAM) has been developed for the Community Atmosphere Model version 5 (CAM5), the atmospheric component of the Community Earth System Model version 1 (CESM1). MAM is capable of simulating the aerosol size distribution and both internal and external mixing between aerosol components, treating numerous complicated aerosol processes and aerosol physical, chemical and optical properties in a physically-based manner. Two MAM versions were developed: a more complete version with seven lognormal modes (MAM7), and a version with three lognormal modes (MAM3) for the purpose of long-term (decades to centuries) simulations. In this paper a description and evaluation of the aerosol module and its two representations are provided. Sensitivity of the aerosol lifecycle to simplifications in the representation of aerosol is discussed. Simulated sulfate and secondary organic aerosol (SOA) mass concentrations are remarkably similar between MAM3 and MAM7. Differences in primary organic matter (POM) and black carbon (BC) concentrations between MAM3 and MAM7 are also small (mostly within 10%). The mineral dust global burden differs by 10% and sea salt burden by 30–40% between MAM3 and MAM7, mainly due to the different size ranges for dust and sea salt modes and different standard deviations of the log-normal size distribution for sea salt modes between MAM3 and MAM7. The model is able to qualitatively capture the observed geographical and temporal variations of aerosol mass and number concentrations, size distributions, and aerosol optical properties. However, there are noticeable biases; e.g., simulated BC concentrations are significantly lower than measurements in the Arctic. There is a low bias in modeled aerosol optical depth on the global scale, especially in the developing countries. These biases in aerosol simulations clearly indicate the need for improvements of aerosol processes (e.g., emission fluxes of anthropogenic aerosols and precursor gases in developing countries, boundary layer nucleation) and ...
format Article in Journal/Newspaper
author X. Liu
R. C. Easter
S. J. Ghan
R. Zaveri
P. Rasch
X. Shi
J.-F. Lamarque
A. Gettelman
H. Morrison
F. Vitt
A. Conley
S. Park
R. Neale
C. Hannay
A. M. L. Ekman
P. Hess
N. Mahowald
W. Collins
M. J. Iacono
C. S. Bretherton
M. G. Flanner
D. Mitchell
author_facet X. Liu
R. C. Easter
S. J. Ghan
R. Zaveri
P. Rasch
X. Shi
J.-F. Lamarque
A. Gettelman
H. Morrison
F. Vitt
A. Conley
S. Park
R. Neale
C. Hannay
A. M. L. Ekman
P. Hess
N. Mahowald
W. Collins
M. J. Iacono
C. S. Bretherton
M. G. Flanner
D. Mitchell
author_sort X. Liu
title Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5
title_short Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5
title_full Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5
title_fullStr Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5
title_full_unstemmed Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5
title_sort toward a minimal representation of aerosols in climate models: description and evaluation in the community atmosphere model cam5
publisher Copernicus Publications
publishDate 2012
url https://doi.org/10.5194/gmd-5-709-2012
https://doaj.org/article/da6fd867a0eb467fb99e302d28ddf079
geographic Arctic
geographic_facet Arctic
genre Arctic
black carbon
genre_facet Arctic
black carbon
op_source Geoscientific Model Development, Vol 5, Iss 3, Pp 709-739 (2012)
op_relation http://www.geosci-model-dev.net/5/709/2012/gmd-5-709-2012.pdf
https://doaj.org/toc/1991-959X
https://doaj.org/toc/1991-9603
doi:10.5194/gmd-5-709-2012
1991-959X
1991-9603
https://doaj.org/article/da6fd867a0eb467fb99e302d28ddf079
op_doi https://doi.org/10.5194/gmd-5-709-2012
container_title Geoscientific Model Development
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