Impact of Revised Trigger and Closure of the Double-Plume Convective Parameterization on Precipitation Simulations over East Asia

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作者
Xiaohan Li
Yi Zhang
Yanluan Lin
Xindong Peng
Baiquan Zhou
Panmao Zhai
Jian Li
机构
[1] Chinese Academy of Meteorological Sciences,State Key Laboratory of Severe Weather
[2] PIESAT Information Technology Co Ltd.,2035 Future Laboratory
[3] Tsinghua University,Department of Earth System Science, Ministry of Education Key Laboratory for Earth System Modeling, Institute for Global Change Studies
[4] CMA Earth System modeling and Prediction Center,undefined
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关键词
convective parameterization; diurnal cycle of precipitation; East Asia; variable-resolution modeling; 对流参数化; 降水日循环; 东亚; 变分辨率模拟;
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摘要
A double-plume convective parameterization scheme is revised to improve the precipitation simulation of a global model (Global-to-Regional Integrated Forecast System; GRIST). The improvement is achieved by considering the effects of large-scale dynamic processes on the trigger of deep convection. The closure, based on dynamic CAPE, is improved accordingly to allow other processes to consume CAPE under the more restricted convective trigger condition. The revised convective parameterization is evaluated with a variable-resolution model setup (110−35 km, refined over East Asia). The Atmospheric Model Intercomparison Project (AMIP) simulations demonstrate that the revised convective parameterization substantially delays the daytime precipitation peaks over most land areas, leading to an improved simulated diurnal cycle, evidenced by delayed and less frequent afternoon precipitation. Meanwhile, changes to the threshold of the trigger function yield a small impact on the diurnal amplitude of precipitation because of the consistent setting of dCAPE-based trigger and closure. The simulated mean precipitation remains reasonable, with some improvements evident along the southern slopes of the Tibetan Plateau. The revised scheme increases convective precipitation at the lower levels of the windward slope and reduces the large-scale precipitation over the upper slope, ultimately shifting the rainfall peak southward, which is in better agreement with the observations.
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页码:1225 / 1243
页数:18
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