Comparing model and measured ice crystal concentrations in orographic clouds during the INUPIAQ campaign

This paper assesses the reasons for high ice number concentrations observed in orographic clouds by comparing in situ measurements from the Ice NUcleation Process Investigation And Quantification field campaign (INUPIAQ) at Jungfraujoch, Switzerland (3570 m a.s.l.) with the Weather Research and...

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Main Authors: R. J. Farrington, P. J. Connolly, G. Lloyd, K. N. Bower, M. J. Flynn, M. W. Gallagher, P. R. Field, C. Dearden, T. W. Choularton
Format: Article
Language:English
Published: Copernicus Publications 2016-04-01
Series:Atmospheric Chemistry and Physics
Online Access:https://www.atmos-chem-phys.net/16/4945/2016/acp-16-4945-2016.pdf
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author R. J. Farrington
P. J. Connolly
G. Lloyd
K. N. Bower
M. J. Flynn
M. W. Gallagher
P. R. Field
C. Dearden
T. W. Choularton
author_facet R. J. Farrington
P. J. Connolly
G. Lloyd
K. N. Bower
M. J. Flynn
M. W. Gallagher
P. R. Field
C. Dearden
T. W. Choularton
author_sort R. J. Farrington
collection DOAJ
description This paper assesses the reasons for high ice number concentrations observed in orographic clouds by comparing in situ measurements from the Ice NUcleation Process Investigation And Quantification field campaign (INUPIAQ) at Jungfraujoch, Switzerland (3570 m a.s.l.) with the Weather Research and Forecasting model (WRF) simulations over real terrain surrounding Jungfraujoch. During the 2014 winter field campaign, between 20 January and 28 February, the model simulations regularly underpredicted the observed ice number concentration by 10<sup>3</sup> L<sup>−1</sup>. Previous literature has proposed several processes for the high ice number concentrations in orographic clouds, including an increased ice nucleating particle (INP) concentration, secondary ice multiplication and the advection of surface ice crystals into orographic clouds. We find that increasing INP concentrations in the model prevents the simulation of the mixed-phase clouds that were witnessed during the INUPIAQ campaign at Jungfraujoch. Additionally, the inclusion of secondary ice production upwind of Jungfraujoch into the WRF simulations cannot consistently produce enough ice splinters to match the observed concentrations. A flux of surface hoar crystals was included in the WRF model, which simulated ice concentrations comparable to the measured ice number concentrations, without depleting the liquid water content (LWC) simulated in the model. Our simulations therefore suggest that high ice concentrations observed in mixed-phase clouds at Jungfraujoch are caused by a flux of surface hoar crystals into the orographic clouds.
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spelling doaj.art-58bf3b19985f404cb83c3aef4fce38d22022-12-21T23:16:18ZengCopernicus PublicationsAtmospheric Chemistry and Physics1680-73161680-73242016-04-01164945496610.5194/acp-16-4945-2016Comparing model and measured ice crystal concentrations in orographic clouds during the INUPIAQ campaignR. J. Farrington0P. J. Connolly1G. Lloyd2K. N. Bower3M. J. Flynn4M. W. Gallagher5P. R. Field6C. Dearden7T. W. Choularton8School of Earth, Atmospheric and Environmental Sciences, The University of Manchester, Manchester, UKSchool of Earth, Atmospheric and Environmental Sciences, The University of Manchester, Manchester, UKSchool of Earth, Atmospheric and Environmental Sciences, The University of Manchester, Manchester, UKSchool of Earth, Atmospheric and Environmental Sciences, The University of Manchester, Manchester, UKSchool of Earth, Atmospheric and Environmental Sciences, The University of Manchester, Manchester, UKSchool of Earth, Atmospheric and Environmental Sciences, The University of Manchester, Manchester, UKMet Office, Exeter, UKSchool of Earth, Atmospheric and Environmental Sciences, The University of Manchester, Manchester, UKSchool of Earth, Atmospheric and Environmental Sciences, The University of Manchester, Manchester, UKThis paper assesses the reasons for high ice number concentrations observed in orographic clouds by comparing in situ measurements from the Ice NUcleation Process Investigation And Quantification field campaign (INUPIAQ) at Jungfraujoch, Switzerland (3570 m a.s.l.) with the Weather Research and Forecasting model (WRF) simulations over real terrain surrounding Jungfraujoch. During the 2014 winter field campaign, between 20 January and 28 February, the model simulations regularly underpredicted the observed ice number concentration by 10<sup>3</sup> L<sup>−1</sup>. Previous literature has proposed several processes for the high ice number concentrations in orographic clouds, including an increased ice nucleating particle (INP) concentration, secondary ice multiplication and the advection of surface ice crystals into orographic clouds. We find that increasing INP concentrations in the model prevents the simulation of the mixed-phase clouds that were witnessed during the INUPIAQ campaign at Jungfraujoch. Additionally, the inclusion of secondary ice production upwind of Jungfraujoch into the WRF simulations cannot consistently produce enough ice splinters to match the observed concentrations. A flux of surface hoar crystals was included in the WRF model, which simulated ice concentrations comparable to the measured ice number concentrations, without depleting the liquid water content (LWC) simulated in the model. Our simulations therefore suggest that high ice concentrations observed in mixed-phase clouds at Jungfraujoch are caused by a flux of surface hoar crystals into the orographic clouds.https://www.atmos-chem-phys.net/16/4945/2016/acp-16-4945-2016.pdf
spellingShingle R. J. Farrington
P. J. Connolly
G. Lloyd
K. N. Bower
M. J. Flynn
M. W. Gallagher
P. R. Field
C. Dearden
T. W. Choularton
Comparing model and measured ice crystal concentrations in orographic clouds during the INUPIAQ campaign
Atmospheric Chemistry and Physics
title Comparing model and measured ice crystal concentrations in orographic clouds during the INUPIAQ campaign
title_full Comparing model and measured ice crystal concentrations in orographic clouds during the INUPIAQ campaign
title_fullStr Comparing model and measured ice crystal concentrations in orographic clouds during the INUPIAQ campaign
title_full_unstemmed Comparing model and measured ice crystal concentrations in orographic clouds during the INUPIAQ campaign
title_short Comparing model and measured ice crystal concentrations in orographic clouds during the INUPIAQ campaign
title_sort comparing model and measured ice crystal concentrations in orographic clouds during the inupiaq campaign
url https://www.atmos-chem-phys.net/16/4945/2016/acp-16-4945-2016.pdf
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