利用 RegCM5 气候模型模拟中部非洲平均地表气候过程中大气辐射传输方案的性能解析

IF 3.5 3区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES
E. E. Djouka Kankeu, A. J. Komkoua Mbienda, P. C. Choumbou, G. M. Guenang, G. P. Demanou Koudjou, C. Mbane Mbioule
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引用次数: 0

摘要

大气中的辐射传递理论对气候研究至关重要,因为辐射交换是大气动力学的起源。因此,必须对这一现象进行评估,以便采取有效措施应对气候变化。这项工作的目的是评估 RegCM5 气候模式再现中部非洲辐射传递的能力。分析时间跨度为 10 年,从 2002 年 1 月至 2011 年 12 月,之前 1 年为启动期。使用ERA5 数据集对辐射传递参数(短波辐射[SWR]、长波辐射[LWR]、云量[CLT]、表面反照率[ALB]和表面温度)以及 CHIRPS 数据集对降水进行了评估。为对模型进行更具体的分析,确定了三个次区域,即萨赫勒、刚果盆地和喀麦隆高原。使用了两种辐射方案:社区气候模式(CCM)的辐射方案和快速辐射传递模式(RRTM)。通过使用 RegCM5-CCM3 和 RegCM5-RRTM 这两个实验的数据,对辐射传输参数的季节变化和年周期进行了评估。在进行评估之前,使用 RegCM5 默认辐射方案(CCM3)对对流方案进行的敏感性分析表明,具有荒川和舒尔伯闭合的 Grell 方案是表示关键辐射参数(LWR 和 SWR)的最佳方案。因此,该对流方案被用于评估两种辐射传输方案。结果表明,RegCM5 的两个实验都相对较好地模拟了一年四季与辐射传输相关的变量。不过,采用 RRTM 作为辐射方案的 RegCM5 在所有次区域和季节的表现都更好,这表明在像中非这样的复杂地区,该方案的选择并不取决于土地覆盖、地形和降雨机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Unravelling the performance of atmospheric radiative transfer schemes in the simulation of mean surface climate in Central Africa using the RegCM5 climate model

Unravelling the performance of atmospheric radiative transfer schemes in the simulation of mean surface climate in Central Africa using the RegCM5 climate model

The theory of radiative transfer in the atmosphere is crucial in the study of climate, because radiative exchanges are at the origin of the atmospheric dynamics. It is therefore important to evaluate this phenomenon in order to be able to take effective measures to tackle climate change. The objective of this work is to evaluate the capability of the RegCM5 climate model to reproduce radiative transfer over Central Africa. The analysis is carried out over a 10-year period, from January 2002 to December 2011 preceded by 1 year as spin-up. RegCM5 model were evaluated using the ERA5 dataset for the radiative transfer parameters (the shortwave radiation [SWR], longwave radiation [LWR], cloud cover [CLT], surface albedo [ALB] and surface temperature), as well as CHIRPS dataset for precipitation. Three subregions were identified for more specific analysis of the model, namely the Sahel, Congo basin and Cameroon highlands. Two radiative schemes were used: the radiative scheme of the community climate model (CCM) and Rapid Radiative Transfer Model (RRTM). The assessment of radiative transfer parameters was carried out by examining their seasonal variability and annual cycles using data from two RegCM5 experiments, RegCM5-CCM3 and RegCM5-RRTM. Before this assessment, a sensibility analysis to convective schemes carried out with the default RegCM5 radiative scheme (CCM3) shows that Grell scheme with Arakawa and Shulber closure is the best scheme to represent key radiation parameters (LWR and SWR). This convective scheme is therefore used for assessing the two Radiative transfer schemes. Results show that both RegCM5 experiments simulate relatively well the variables linked to radiative transfer for the four seasons of the year. However, RegCM5 with RRTM as radiative scheme depicts better performance over all subregions and seasons, suggesting that the choice of this scheme does not depend on land cover, topography and rainfall regimes in a complex region such as Central Africa.

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来源期刊
International Journal of Climatology
International Journal of Climatology 地学-气象与大气科学
CiteScore
7.50
自引率
7.70%
发文量
417
审稿时长
4 months
期刊介绍: The International Journal of Climatology aims to span the well established but rapidly growing field of climatology, through the publication of research papers, short communications, major reviews of progress and reviews of new books and reports in the area of climate science. The Journal’s main role is to stimulate and report research in climatology, from the expansive fields of the atmospheric, biophysical, engineering and social sciences. Coverage includes: Climate system science; Local to global scale climate observations and modelling; Seasonal to interannual climate prediction; Climatic variability and climate change; Synoptic, dynamic and urban climatology, hydroclimatology, human bioclimatology, ecoclimatology, dendroclimatology, palaeoclimatology, marine climatology and atmosphere-ocean interactions; Application of climatological knowledge to environmental assessment and management and economic production; Climate and society interactions
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