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首页> 外文期刊>Atmospheric and oceanic science letters >Statistically Downscaled Summer Rainfall over the Middle-Lower Reaches of the Yangtze River
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Statistically Downscaled Summer Rainfall over the Middle-Lower Reaches of the Yangtze River

机译:长江中下游的夏季降水统计减少

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The summer rainfall over the middle-lower reaches of the Yangtze River valley (YRSR) has been estimated with a multi-linear regression model using principal atmospheric modes derived from a 500 hPa geopotential height and a 700 hPa zonal vapor flux over the domain of East Asia and the West Pacific. The model was developed using data from 1958–92 and validated with an independent prediction from 1993–2008. The independent prediction was efficient in predicting the YRSR with a correlation coefficient of 0.72 and a relative root mean square error of 18%. The downscaling model was applied to two general circulation models (GCMs) of Flexible Global Ocean-Atmosphere-Land System Model (FGOALS) and Geophysical Fluid Dynamics Laboratory coupled climate model version 2.1 (GFDL-CM2.1) to project rainfall for present and future climate under B1 and A1B emission scenarios. The downscaled results provided a closer representation of the observation compared to the raw models in the present climate. In addition, compared to the inconsistent prediction directly from different GCMs, the downscaled results provided a consistent projection for this half-century, which indicated a clear increase in the YRSR. Under the B1 emission scenario, the rainfall could increase by an average of 11.9% until 2011–25 and 17.2% until 2036–50 from the current state; under the A1B emission scenario, rainfall could increase by an average of 15.5% until 2011–25 and 25.3% until 2036–50 from the current state. Moreover, the increased rate was faster in the following decade (2011–25) than the latter of this half-century (2036–50) under both emissions.
机译:长江流域中下游的夏季降水已通过多线性回归模型进行了估算,该模型使用的主要大气模式是根据东部地区500 hPa的势能高度和700 hPa的纬向蒸气通量得出的。亚洲和西太平洋。该模型是使用1958-92年的数据开发的,并通过1993-2008年的独立预测进行了验证。独立预测有效地预测了YRSR,相关系数为0.72,相对均方根误差为18%。缩小模型已应用于两个灵活的全球海洋-大气-陆地系统模型(FGOALS)和地球物理流体动力学实验室耦合的气候模型2.1版(GFDL-CM2.1)的通用循环模型(GCM),以预测当前和未来的降雨B1和A1B排放情景下的气候。与当前气候下的原始模型相比,缩减后的结果提供了更接近的观测结果表示。此外,与直接来自不同GCM的不一致预测相比,缩减后的结果为该半个世纪提供了一致的预测,这表明YRSR明显增加。在B1排放情景下,到2011–25年之前,降水量平均可比当前状态增加11.9%,到2036–50年平均增加17.2%;在A1B排放情景下,从当前状态到2011–25年,降雨平均可增加15.5%,到2036–50年,降水平均可增加25.3%。此外,在接下来的十年(2011-25年)中,两种排放下的增长率都快于本半个世纪后期(2036-50年)。

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