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New Saharan wind observations reveal substantial biases in analysed dust‐generating winds

机译:撒哈拉以南的新风观测揭示了在分析的扬尘风中存在重大偏差

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The Sahara is the largest source of airborne mineral dust on Earth. New data from the Fennec field campaign from remote Sahara allow evaluation of ECMWF ERA‐Interim analysed winds. High winds and diurnal variation are under‐represented in analyses, which perform less well during the summer monsoon (even in the isolated central Sahara). Analyses do not capture the seasonal cycle, missing the summertime maximum in winds in the central Sahara summer time dust hotspot. Abstract For the remote Sahara, the Earth's largest dust source, there has always been a near‐absence of data for evaluating models. Here, new observations from the Fennec project are used along with Sahelian data from the African Monsoon Multidisciplinary Analysis (AMMA) to give an unprecedented evaluation of dust‐generating winds in the European Centre for Medium‐Range Weather Forecasts ERA‐Interim reanalysis (ERA‐I). Consistent with past studies, near‐surface, high‐speed winds are lacking in ERA‐I and the diurnal variability is under‐represented. During the summer monsoon season, correlations of ERA‐I with observed wind‐speed are low (~0.35 in Sahel and 0.25–0.4 in the Sahara). Fennec data show for the first time that: (1) correlations are reduced even in the Sahara, not directly influenced by the monsoon, (2) the systematic underestimation of observed winds by ERA‐I in the summertime Sahel extends into the central Sahara: potentially explaining the failure of global models to capture the observed global dust maximum that occurs over the summertime Sahara (such as CMIP5), and demonstrates that modelled winds must be improved if they are to capture this key feature of the climatology.
机译:撒哈拉沙漠是地球上最大的空气传播的矿物尘埃来源。来自偏远撒哈拉沙漠的Fennec野战活动的新数据可以评估ECMWF ERA-临时分析的风。在分析中,强风和昼夜变化的代表性不足,在夏季风(即使在偏远的撒哈拉中部地区)也表现不佳。分析并没有捕获季节性周期,错过了撒哈拉中部夏季尘埃热点地区夏季最大的风。摘要对于偏远的撒哈拉沙漠(地球上最大的尘埃源),一直几乎缺乏用于评估模型的数据。在这里,Fennec项目的新观测结果与非洲季风多学科分析(AMMA)的萨赫勒地区数据一起使用,在欧洲中距离天气预报中心ERA-临时再分析(ERA-一世)。与过去的研究一致,ERA-1缺乏近地表高速风,并且日变化量也不足。在夏季风季节,ERA-1与观测风速的相关性较低(在萨赫勒地区约为0.35,在撒哈拉地区约为0.25-0.4)。 Fennec的数据首次表明:(1)即使在撒哈拉沙漠,相关性也降低了,并且不受季风的直接影响;(2)ERA-1在夏季萨赫勒地区对观测风的系统性低估延伸到了撒哈拉沙漠中部:可能解释了整体模型未能捕获夏季撒哈拉沙漠地区观测到的全球最大尘埃的失败(例如CMIP5),并表明如果要捕捉气候的这一关键特征,则必须改进模拟风。

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