Projecting Spring Consecutive Rainfall Events in the Three Gorges Reservoir Based on Triple-Nested Dynamical Downscaling

IF 6.5 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES
Yanxin Zheng, Shuanglin Li, Noel Keenlyside, Shengping He, Lingling Suo
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Abstract

Spring consecutive rainfall events (CREs) are key triggers of geological hazards in the Three Gorges Reservoir area (TGR), China. However, previous projections of CREs based on the direct outputs of global climate models (GCMs) are subject to considerable uncertainties, largely caused by their coarse resolution. This study applies a triple-nested WRF (Weather Research and Forecasting) model dynamical downscaling, driven by a GCM, MIROC6 (Model for Interdisciplinary Research on Climate, version 6), to improve the historical simulation and reduce the uncertainties in the future projection of CREs in the TGR. Results indicate that WRF has better performances in reproducing the observed rainfall in terms of the daily probability distribution, monthly evolution and duration of rainfall events, demonstrating the ability of WRF in simulating CREs. Thus, the triple-nested WRF is applied to project the future changes of CREs under the middle-of-the-road and fossil-fueled development scenarios. It is indicated that light and moderate rainfall and the duration of continuous rainfall spells will decrease in the TGR, leading to a decrease in the frequency of CREs. Meanwhile, the duration, rainfall amount, and intensity of CREs is projected to regional increase in the central-west TGR. These results are inconsistent with the raw projection of MIROC6. Observational diagnosis implies that CREs are mainly contributed by the vertical moisture advection. Such a synoptic contribution is captured well by WRF, which is not the case in MIROC6, indicating larger uncertainties in the CREs projected by MIROC6.

基于三重嵌套动态降尺度的三峡水库春季连续降雨事件预测
春季连续降雨事件(CREs)是引发中国三峡库区地质灾害的关键因素。然而,以往基于全球气候模式(GCMs)直接输出结果的 CREs 预测存在相当大的不确定性,这主要是由于其分辨率较低造成的。本研究在全球气候模式 MIROC6(跨学科气候研究模式,第 6 版)的驱动下,应用三重嵌套 WRF(天气研究与预报)模式动态降尺度,以改进历史模拟并减少 TGR 未来 CREs 预测的不确定性。结果表明,WRF 在日降雨概率分布、月降雨演变和降雨事件持续时间等方面对观测到的降雨量具有更好的再现性能,证明了 WRF 模拟 CREs 的能力。因此,三重嵌套 WRF 被应用于预测中等发展情景和化石燃料发展情景下 CREs 的未来变化。结果表明,在 TGR 中,小雨和中雨以及连续降雨的持续时间将减少,从而导致 CRE 的频率降低。同时,预计在热带雨林带中西部,CREs 的持续时间、降雨量和强度将出现区域性增加。这些结果与 MIROC6 的原始预测不一致。观测分析表明,CREs 主要是由垂直水汽平流造成的。WRF 很好地捕捉到了这种对流贡献,而 MIROC6 却没有,这表明 MIROC6 预测的 CREs 存在较大的不确定性。
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来源期刊
Advances in Atmospheric Sciences
Advances in Atmospheric Sciences 地学-气象与大气科学
CiteScore
9.30
自引率
5.20%
发文量
154
审稿时长
6 months
期刊介绍: Advances in Atmospheric Sciences, launched in 1984, aims to rapidly publish original scientific papers on the dynamics, physics and chemistry of the atmosphere and ocean. It covers the latest achievements and developments in the atmospheric sciences, including marine meteorology and meteorology-associated geophysics, as well as the theoretical and practical aspects of these disciplines. Papers on weather systems, numerical weather prediction, climate dynamics and variability, satellite meteorology, remote sensing, air chemistry and the boundary layer, clouds and weather modification, can be found in the journal. Papers describing the application of new mathematics or new instruments are also collected here.
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