A Remote Sensing Approach to Characterize Cold Region Watershed Storage and its Influence on Streamflow Generation

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Alexis L. Archambault, Taufique H. Mahmood
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Abstract

The Prairie Pothole Region (PPR) has an extremely variable climate and has pronounced impacts on wetlands as they are highly responsive to the variability in air temperature and precipitation. In recent years, the PPR has been in a novel wet climate continuum since 1993, facilitating severe flooding in the Devils Lake Basin (DLB), North Dakota– costing the US ~$1B USD. Many studies using remotely sensed imagery reported a substantial increase in the number of surface water bodies and expansion of the existing water bodies during 1988–2013 period. In addition to surface water area, the water storage of the potholes also substantially increased. However, very few studies quantify the surface water storage and its dynamics to the recent increase in precipitation using remotely sensed data in the PPR. In this study, we utilize high resolution LiDAR DEM and monthly global surface water data (GSWD) to estimate filled storage of each pothole in the Starkweather Coulee Basin (SCB, 700 km2)– a headwater basin draining to a terminal lake (Devils Lake). Our findings suggest that the SCB storage gradually filling up during two wet periods: 1990–1998 and 2009–2013, resulting in massive streamflow and subsequent flooding. The SBC fractional storage also exhibits a strong positive and exponential relationship with peak streamflow and annual streamflow volume indicating strong influence of wetland storage and fill-spill hydrology on the streamflow generation. The exponential relationships also point toward a threshold SCB fractional storage for generating extreme streamflow generation.

Abstract Image

用遥感方法描述寒冷地区流域蓄水量及其对溪流生成的影响
草原洼地地区(PPR)的气候极其多变,对湿地的影响非常明显,因为湿地对气温和降水量的变化反应灵敏。近年来,自 1993 年以来,PPR 一直处于新的湿润气候连续状态,导致北达科他州魔鬼湖盆地(DLB)发生严重洪灾,给美国造成了约 10 亿美元的损失。许多利用遥感图像进行的研究报告称,1988-2013 年期间,地表水体数量大幅增加,现有水体面积也在扩大。除地表水面积外,洼地的蓄水量也大幅增加。然而,很少有研究利用遥感数据量化地表水储量及其与近期降水增加的动态关系。在本研究中,我们利用高分辨率激光雷达 DEM 和月度全球地表水数据(GSWD)估算了 Starkweather Coulee 盆地(SCB,700 平方公里)--一个向终端湖泊(魔鬼湖)排水的上游盆地--中每个洼地的蓄水量。我们的研究结果表明,在 1990-1998 年和 2009-2013 年这两个潮湿时期,斯塔克韦瑟库利盆地的蓄水逐渐充盈,导致了大量的溪流和随之而来的洪水。南加州盆地的部分蓄水量还与峰值溪流和年溪流流量呈现出强烈的正指数关系,表明湿地蓄水量和填充溢出水文对溪流产生有很大影响。指数关系还表明,产生极端溪流的 SCB 部分存储量是一个临界值。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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