A new parameterization of ice heterogeneous nucleation coupled to aerosol chemistry in WRF-Chem model version 3.5.1: evaluation through ISDAC measurements
In the Arctic, during polar night and early spring, ice clouds are separated into two leading types of ice clouds (TICs): (1) TIC1 clouds characterized by a large concentration of very small crystals and TIC2 clouds characterized by a low concentration of large ice crystals. Using a suitable paramet...
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ftdoajarticles:oai:doaj.org/article:a74d42cb2ea1462a9c229f19c664c296 2023-05-15T14:59:56+02:00 A new parameterization of ice heterogeneous nucleation coupled to aerosol chemistry in WRF-Chem model version 3.5.1: evaluation through ISDAC measurements S. A. Keita E. Girard J.-C. Raut M. Leriche J.-P. Blanchet J. Pelon T. Onishi A. Cirisan 2020-11-01T00:00:00Z https://doi.org/10.5194/gmd-13-5737-2020 https://doaj.org/article/a74d42cb2ea1462a9c229f19c664c296 EN eng Copernicus Publications https://gmd.copernicus.org/articles/13/5737/2020/gmd-13-5737-2020.pdf https://doaj.org/toc/1991-959X https://doaj.org/toc/1991-9603 doi:10.5194/gmd-13-5737-2020 1991-959X 1991-9603 https://doaj.org/article/a74d42cb2ea1462a9c229f19c664c296 Geoscientific Model Development, Vol 13, Pp 5737-5755 (2020) Geology QE1-996.5 article 2020 ftdoajarticles https://doi.org/10.5194/gmd-13-5737-2020 2022-12-31T06:12:30Z In the Arctic, during polar night and early spring, ice clouds are separated into two leading types of ice clouds (TICs): (1) TIC1 clouds characterized by a large concentration of very small crystals and TIC2 clouds characterized by a low concentration of large ice crystals. Using a suitable parameterization of heterogeneous ice nucleation is essential for properly representing ice clouds in meteorological and climate models and subsequently understanding their interactions with aerosols and radiation. Here, we describe a new parameterization for ice crystal formation by heterogeneous nucleation in water-subsaturated conditions coupled to aerosol chemistry in the Weather Research and Forecasting model coupled with chemistry (WRF-Chem). The parameterization is implemented in the Milbrandt and Yau ( 2005 a , b ) two-moment cloud microphysics scheme, and we assess how the WRF-Chem model responds to the run-time interaction between chemistry and the new parameterization. Well-documented reference cases provided us with in situ data from the spring 2008 Indirect and Semi-Direct Aerosol Campaign (ISDAC) over Alaska. Our analysis reveals that the new parameterization clearly improves the representation of the ice water content (IWC) in polluted or unpolluted air masses and shows the poor performance of the reference parameterization in representing ice clouds with low IWC. The new parameterization is able to represent TIC1 and TIC2 microphysical characteristics at the top of the clouds, where heterogenous ice nucleation is most likely occurring, even with the known bias of simulated aerosols by WRF-Chem over the Arctic. Article in Journal/Newspaper Arctic polar night Alaska Directory of Open Access Journals: DOAJ Articles Arctic Geoscientific Model Development 13 11 5737 5755 |
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 S. A. Keita E. Girard J.-C. Raut M. Leriche J.-P. Blanchet J. Pelon T. Onishi A. Cirisan A new parameterization of ice heterogeneous nucleation coupled to aerosol chemistry in WRF-Chem model version 3.5.1: evaluation through ISDAC measurements |
topic_facet |
Geology QE1-996.5 |
description |
In the Arctic, during polar night and early spring, ice clouds are separated into two leading types of ice clouds (TICs): (1) TIC1 clouds characterized by a large concentration of very small crystals and TIC2 clouds characterized by a low concentration of large ice crystals. Using a suitable parameterization of heterogeneous ice nucleation is essential for properly representing ice clouds in meteorological and climate models and subsequently understanding their interactions with aerosols and radiation. Here, we describe a new parameterization for ice crystal formation by heterogeneous nucleation in water-subsaturated conditions coupled to aerosol chemistry in the Weather Research and Forecasting model coupled with chemistry (WRF-Chem). The parameterization is implemented in the Milbrandt and Yau ( 2005 a , b ) two-moment cloud microphysics scheme, and we assess how the WRF-Chem model responds to the run-time interaction between chemistry and the new parameterization. Well-documented reference cases provided us with in situ data from the spring 2008 Indirect and Semi-Direct Aerosol Campaign (ISDAC) over Alaska. Our analysis reveals that the new parameterization clearly improves the representation of the ice water content (IWC) in polluted or unpolluted air masses and shows the poor performance of the reference parameterization in representing ice clouds with low IWC. The new parameterization is able to represent TIC1 and TIC2 microphysical characteristics at the top of the clouds, where heterogenous ice nucleation is most likely occurring, even with the known bias of simulated aerosols by WRF-Chem over the Arctic. |
format |
Article in Journal/Newspaper |
author |
S. A. Keita E. Girard J.-C. Raut M. Leriche J.-P. Blanchet J. Pelon T. Onishi A. Cirisan |
author_facet |
S. A. Keita E. Girard J.-C. Raut M. Leriche J.-P. Blanchet J. Pelon T. Onishi A. Cirisan |
author_sort |
S. A. Keita |
title |
A new parameterization of ice heterogeneous nucleation coupled to aerosol chemistry in WRF-Chem model version 3.5.1: evaluation through ISDAC measurements |
title_short |
A new parameterization of ice heterogeneous nucleation coupled to aerosol chemistry in WRF-Chem model version 3.5.1: evaluation through ISDAC measurements |
title_full |
A new parameterization of ice heterogeneous nucleation coupled to aerosol chemistry in WRF-Chem model version 3.5.1: evaluation through ISDAC measurements |
title_fullStr |
A new parameterization of ice heterogeneous nucleation coupled to aerosol chemistry in WRF-Chem model version 3.5.1: evaluation through ISDAC measurements |
title_full_unstemmed |
A new parameterization of ice heterogeneous nucleation coupled to aerosol chemistry in WRF-Chem model version 3.5.1: evaluation through ISDAC measurements |
title_sort |
new parameterization of ice heterogeneous nucleation coupled to aerosol chemistry in wrf-chem model version 3.5.1: evaluation through isdac measurements |
publisher |
Copernicus Publications |
publishDate |
2020 |
url |
https://doi.org/10.5194/gmd-13-5737-2020 https://doaj.org/article/a74d42cb2ea1462a9c229f19c664c296 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic polar night Alaska |
genre_facet |
Arctic polar night Alaska |
op_source |
Geoscientific Model Development, Vol 13, Pp 5737-5755 (2020) |
op_relation |
https://gmd.copernicus.org/articles/13/5737/2020/gmd-13-5737-2020.pdf https://doaj.org/toc/1991-959X https://doaj.org/toc/1991-9603 doi:10.5194/gmd-13-5737-2020 1991-959X 1991-9603 https://doaj.org/article/a74d42cb2ea1462a9c229f19c664c296 |
op_doi |
https://doi.org/10.5194/gmd-13-5737-2020 |
container_title |
Geoscientific Model Development |
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13 |
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11 |
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5737 |
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5755 |
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1766332044436045824 |