加拿大麦肯齐河三角洲多时功能性湖泊-河道连通性遥感及其对水流运动的影响

W. Dolan, T. Pavelsky, A. Piliouras
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摘要

加拿大麦肯齐河三角洲是广阔的麦肯齐河流域与波弗特海之间水文传输的中介。在三角洲内,湖泊经常充当水和沉积物的陷阱,限制或延迟物质向沿岸海洋的流动。这种过滤作用的实现程度取决于富含沉积物的水从支流河道进入三角洲湖泊的难易程度,即湖泊与河道之间的功能连通性,这种连通性在空间和时间上都存在差异。以前对连通性的跟踪仅限于三角洲的小区域,或侧重于单个时间点的连通性快照。在此,我们介绍了一种算法,该算法利用大地遥感卫星图像逐幅跟踪 1984 年至 2022 年间 10,362 个湖泊的夏季功能性湖泊与河道连通性。我们计算出,在泄洪高峰后的两周内,湖泊平均连通总面积为 1400.7 平方公里,比之前估计的高出 763.6 平方公里,这表明连通湖泊对三角洲水流的影响比之前估计的要大。我们还确定了导致高含沙河水进入 5989 个湖泊(908 个湖泊的不确定性≤±0.5 米)的水位阈值,并确定了另外 2899 个湖泊的连通性没有任何变化。随着北极水文循环对气候变化做出反应,这项工作为追踪从麦肯齐河流域到波弗特海的水流及其携带物质的运动奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Remote Sensing of Multitemporal Functional Lake‐To‐Channel Connectivity and Implications for Water Movement Through the Mackenzie River Delta, Canada
The Mackenzie River Delta in Canada is a mediator of hydrological transport between the expansive Mackenzie River watershed and the Beaufort Sea. Within the delta, lakes frequently act as water and sediment traps, limiting or delaying the movement of material to the coastal ocean. The degree to which this filtering takes place depends on the ease with which sediment‐laden water is transported from distributary channels into deltaic lakes, referred to as functional lake‐to‐channel connectivity, which varies both spatially and temporally. Tracking of connectivity has previously been limited to either small regions of the delta or has focused on a snapshot of connectivity at a single instance in time. Here we describe an algorithm that uses Landsat imagery to track summertime functional lake‐to‐channel connectivity of 10,362 lakes between 1984 and 2022 on an image‐by‐image basis. We calculate a total average connected lake area of 1400.7 km2 during the 2 weeks after peak discharge, 763.6 km2 higher than previous estimates, suggesting a larger influence of connected lakes on water movement through the delta than previously estimated. We also identify water level thresholds that lead to the initiation of high sediment river water movement into 5,989 lakes (908 lakes with uncertainty ≤±0.5 m), and identify an additional 2899 lakes whose connectivity does not vary at all. As the Arctic hydrological cycle responds to climate change, this work lays a foundation for tracking the movement of water, and the matter it carries, from the Mackenzie River watershed to the Beaufort Sea.
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