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Ubiquitous increases in flood magnitude in the Columbia River basin under climate change

机译:气候变化下哥伦比亚河流域洪水幅度普遍增加

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The USA and Canada have entered negotiations to modernize the Columbia River Treaty, signed in 1961. Key priorities are balancing flood risk and hydropower production, and improving aquatic ecosystem function while incorporating projected effects of climate change. In support of the US effort, Chegwidden et al.?(2017) developed a large-ensemble dataset of past and future daily streamflows at 396 sites throughout the Columbia River basin (CRB) and selected other watersheds in western Washington and Oregon, using state-of-the art climate and hydrologic models. In this study, we use that dataset to present new analyses?of the effects of future climate change on flooding using water year maximum daily streamflows. For each simulation, flood statistics are estimated from generalized extreme value distributions fit to simulated water year maximum daily streamflows for 50-year windows of the past (1950–1999) and future (2050–2099) periods. Our results contrast with previous findings: we find that the vast majority of locations in the CRB are estimated to experience an increase in future streamflow magnitudes. The near ubiquity of increases is all the more remarkable in that our approach explores a larger set of methodological variation than previous studies; however, like previous studies, our modeling system was not calibrated to minimize error in maximum daily streamflow and may be affected by unquantifiable errors. We show that on the Columbia and Willamette rivers increases in streamflow magnitudes are smallest downstream and grow larger moving upstream. For the Snake River, however, the pattern is reversed, with increases in streamflow magnitudes growing larger moving downstream to the confluence with the Salmon River tributary and then abruptly dropping. We decompose the variation in results attributable to variability in climate and hydrologic factors across the ensemble, finding that climate contributes more variation in larger basins, while hydrology contributes more in smaller basins. Equally important for practical applications like flood control rule curves, the seasonal timing of flooding shifts dramatically on some rivers (e.g., on the Snake, 20th-century floods occur exclusively in late spring, but by the end of the 21st century some floods occur as early as December) and not at all on others (e.g., the Willamette River).
机译:1961年,美国和加拿大已进入谈判谈判谈判,以便于1961年签署。关键优先事项是平衡洪水风险和水电生产,并改善水生生态系统功能,同时纳入了气候变化的预计影响。为了支持美国的努力,Chegwidden等,在哥伦比亚河流域(CRB)的396个地点,在396个地点开发了一个大型和未来日常流出的大型和未来日常流出,并在华盛顿州西部和俄勒冈州选择其他水域-of-艺术气候和水文模型。在这项研究中,我们使用该数据集呈现出新的分析?使用水日最大每日流出的未来气候变化对洪水的影响。对于每个模拟,洪水统计数据估计,普遍存在的极值分布符合模拟水年度最大日常流式排放,为过去(1950-1999)和未来(2050-2099)期间的50年窗口。我们的结果与以前的发现对比:我们发现CRB中绝大多数地点估计估计在未来的流流量幅度增加。随着越来越多的难以增加的是,我们的方法探讨了比以前的研究更大的方法变异;然而,与以前的研究一样,我们的建模系统未校准以最大限度地减少最大日常流流中的误差,并且可能受到不足误差的影响。我们表明,在哥伦比亚,威拉米特河流在流流程中增加,下游最小,上游增长更大。然而,对于蛇河,这种模式被逆转,随着鲑鱼河支流下游的流出量大增加,流出汇率较大,然后突然下降。我们将结果的变化分解在整个集合中的气候和水文因素的可变异方面的变化,发现气候导致较大的盆地的变化更多,而水文在较小的盆地中贡献更多。同样重要的是对于洪水控制规则曲线等实际应用,洪水季节性时机在一些河流上大大转移(例如,在蛇上,20世纪的洪水完全在春天延迟发生,但到21世纪末发生一些洪水早在12月份)而不是在其他人(例如,威尔玛特河)上。

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