Evaluating the performance of a WRF microphysics ensemble through comparisons with aircraft observations

Evaluating the performance of a WRF microphysics ensemble through comparisons with aircraft observations
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通过与飞机观测结果的比较来评估 WRF 微物理系综的性能

DOI:
10.1016/j.aosl.2020.100013
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发表时间:
2020-12
影响因子:
2.3
通讯作者:
Gao Zhibo
Gao Zhibo
中科院分区:
地球科学4区
文献类型:
--
作者:
Fu Yuan;Lei Hengchi;Yang Jiefan;Gao Zhibo

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Aircraft observation data obtained in a mesoscale convective system are compared to Weather Research and Forecasting (WRF) model simulations using four microphysics schemes (Morrison, WSM6, P3, SBM) with different complexities. The main purpose of this paper is to assess the performance of the microphysics ensemble in terms of cloud microphysical properties. Results show that although the vertical distributions of liquid water content (LWC) and ice water content (IWC) simulated by the four members are quite different in the convective cloud region, they are relatively uniform in the stratiform cloud region. Overall, the results of the Morrison scheme are very similar to the ensemble average, and both of them are closer to the observations compared to the other schemes. Besides, the authors also note that all members still overpredict the LWC by a factor of 2-8 in some regions, resulting in large deviation between the observation and ensemble average.
DOI: 10.1175/jas-d-14-0065.1
发表时间: 2015-01
影响因子: 3.1
作者:
H. Morrison;J. Milbrandt
通讯作者: H. Morrison;J. Milbrandt
DOI: 10.1175/1520-0434(2002)017
发表时间: 2002-10
影响因子: 2.9
作者:
D. Bright;S. Mullen
通讯作者: D. Bright;S. Mullen
DOI: 10.1007/s00704-013-0904-2
发表时间: 2013
影响因子: 3.4
作者:
F. Ji;M. Ekström;J. Evans;J. Teng
通讯作者: F. Ji;M. Ekström;J. Evans;J. Teng
DOI: 10.1175/2009jas3210.1
发表时间: 2010-02
影响因子: 3.1
作者:
A. Khain;B. Lynn;J. Dudhia
通讯作者: A. Khain;B. Lynn;J. Dudhia
DOI: --
发表时间: 2006-04
影响因子: 2.3
作者:
Song‐You Hong;J. Lim
通讯作者: Song‐You Hong;J. Lim