首页> 外文期刊>International Journal of Climatology: A Journal of the Royal Meteorological Society >Climate teleconnections to Yangtze river seasonal streamflow at the Three Gorges Dam, China
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Climate teleconnections to Yangtze river seasonal streamflow at the Three Gorges Dam, China

机译:三峡大坝与长江季节性流量的气候遥相关

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摘要

In this study, we identify climatic influences on summer monsoon inflow to the Three Gorges Dam (TGD) in the Yangtze River Basin and use indices of these influences to predict streamflow one season ahead. Summer monsoon streamflow at Yichang hydrological station (YHS) was analyzed for the period 1882-2003. Statistical analysis was used to develop a predictive model for summer streamflow using preceding climate variables. Linear correlation maps were constructed using 3-month ahead climate fields to identify regions that exhibit teleconnections with streamflow at Yichang. The analysis revealed regions in the eastern Indian and western Pacific Oceans that influence YHS streamflow. These regions and variables are consistent with those identified by previous studies of regional rainfall. In addition, snow cover in the Yangtze upland region provides predictive skill, likely due to snowmelt contributions to streamflow. A regression model for prediction using these indices provides a prediction R-2 greater than 0.5, which is robust under the 'leave one out' cross-validation. A skillful prediction can provide guidance for water management in the Yangtze River Basin, e.g. the Three Gorges Dam and future projects for South-to-North water transfer. Copyright (c) 2006 Royal Meteorological Society
机译:在这项研究中,我们确定了气候因素对长江流域三峡大坝(TGD)夏季季风流入的影响,并使用这些影响的指数来预测未来一个季节的流量。分析了宜昌水文站(YHS)1882-2003年的夏季季风流量。统计分析用于使用先前的气候变量开发夏季水流的预测模型。使用提前3个月的气候场绘制线性相关图,以识别宜昌地区与水流呈遥相关的地区。分析揭示了印度东部和太平洋西部影响YHS流量的区域。这些区域和变量与先前对区域降雨的研究确定的一致。另外,扬子高地地区的积雪提供了预测技能,这可能是由于融雪对水流的贡献。使用这些索引进行预测的回归模型可提供大于0.5的预测R-2,在“留一法”交叉验证下,该模型很健壮。熟练的预测可以为长江流域的水资源管理提供指导,例如三峡大坝和南水北调的未来项目。版权所有(c)2006皇家气象学会

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