Large Eddy Simulation of Microphysics and Influencing Factors in Shallow Convective Clouds

A flight of shallow convective clouds during the SCMS95 (Small Cumulus Microphysics Study 1995) observation project is simulated by the large eddy simulation (LES) version of the Weather Research and Forecasting Model (WRF-LES) with spectral bin microphysics (SBM). This study focuses on relative dis...

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Main Authors: Zhuangzhuang Zhou, Chongzhi Yin, Chunsong Lu, Xingcan Jia, Fang Ye, Yujun Qiu, Muning Cheng
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Atmosphere
Subjects:
Online Access:https://www.mdpi.com/2073-4433/12/4/485
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spelling doaj-2df17e5c13ea4ab7aa8b53763905bfe22021-04-12T23:01:11ZengMDPI AGAtmosphere2073-44332021-04-011248548510.3390/atmos12040485Large Eddy Simulation of Microphysics and Influencing Factors in Shallow Convective CloudsZhuangzhuang Zhou0Chongzhi Yin1Chunsong Lu2Xingcan Jia3Fang Ye4Yujun Qiu5Muning Cheng6Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD) and Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, ChinaCollaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD) and Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, ChinaCollaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD) and Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, ChinaInstitute of Urban Meteorology, Chinese Meteorological Administration, Beijing 100089, ChinaCollege of Meteorology and Oceanography, National University of Defense Technology, Changsha 410000, ChinaCollaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD) and Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, ChinaJiangsu Key Laboratory of Atmospheric Environment Monitoring and Pollution Control, Collaborative Innovation Center of Atmospheric Environment and Equipment Technology, School of Environmental Sciences and Engineering, Nanjing University of Information Science and Technology, Nanjing 210044, ChinaA flight of shallow convective clouds during the SCMS95 (Small Cumulus Microphysics Study 1995) observation project is simulated by the large eddy simulation (LES) version of the Weather Research and Forecasting Model (WRF-LES) with spectral bin microphysics (SBM). This study focuses on relative dispersion of cloud droplet size distributions, since its influencing factors are still unclear. After validation of the simulation by aircraft observations, the factors affecting relative dispersion are analyzed. It is found that the relationships between relative dispersion and vertical velocity, and between relative dispersion and adiabatic fraction are both negative. Furthermore, the negative relationships are relatively weak near the cloud base, strengthen with the increasing height first and then weaken again, which is related to the interplays among activation, condensation and evaporation for different vertical velocity and entrainment conditions. The results will be helpful to improve parameterizations related to relative dispersion (e.g., autoconversion and effective radius) in large-scale models.https://www.mdpi.com/2073-4433/12/4/485cloud microphysicsrelative dispersionlarge eddy simulationshallow convective clouds
collection DOAJ
language English
format Article
sources DOAJ
author Zhuangzhuang Zhou
Chongzhi Yin
Chunsong Lu
Xingcan Jia
Fang Ye
Yujun Qiu
Muning Cheng
spellingShingle Zhuangzhuang Zhou
Chongzhi Yin
Chunsong Lu
Xingcan Jia
Fang Ye
Yujun Qiu
Muning Cheng
Large Eddy Simulation of Microphysics and Influencing Factors in Shallow Convective Clouds
Atmosphere
cloud microphysics
relative dispersion
large eddy simulation
shallow convective clouds
author_facet Zhuangzhuang Zhou
Chongzhi Yin
Chunsong Lu
Xingcan Jia
Fang Ye
Yujun Qiu
Muning Cheng
author_sort Zhuangzhuang Zhou
title Large Eddy Simulation of Microphysics and Influencing Factors in Shallow Convective Clouds
title_short Large Eddy Simulation of Microphysics and Influencing Factors in Shallow Convective Clouds
title_full Large Eddy Simulation of Microphysics and Influencing Factors in Shallow Convective Clouds
title_fullStr Large Eddy Simulation of Microphysics and Influencing Factors in Shallow Convective Clouds
title_full_unstemmed Large Eddy Simulation of Microphysics and Influencing Factors in Shallow Convective Clouds
title_sort large eddy simulation of microphysics and influencing factors in shallow convective clouds
publisher MDPI AG
series Atmosphere
issn 2073-4433
publishDate 2021-04-01
description A flight of shallow convective clouds during the SCMS95 (Small Cumulus Microphysics Study 1995) observation project is simulated by the large eddy simulation (LES) version of the Weather Research and Forecasting Model (WRF-LES) with spectral bin microphysics (SBM). This study focuses on relative dispersion of cloud droplet size distributions, since its influencing factors are still unclear. After validation of the simulation by aircraft observations, the factors affecting relative dispersion are analyzed. It is found that the relationships between relative dispersion and vertical velocity, and between relative dispersion and adiabatic fraction are both negative. Furthermore, the negative relationships are relatively weak near the cloud base, strengthen with the increasing height first and then weaken again, which is related to the interplays among activation, condensation and evaporation for different vertical velocity and entrainment conditions. The results will be helpful to improve parameterizations related to relative dispersion (e.g., autoconversion and effective radius) in large-scale models.
topic cloud microphysics
relative dispersion
large eddy simulation
shallow convective clouds
url https://www.mdpi.com/2073-4433/12/4/485
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