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从陆地卫星图像了解与迪芬贝克湖长期重建浊度相关的因素。

Understanding the factors associated with long-term reconstructed turbidity in Lake Diefenbaker from Landsat-imagery.

机构信息

Department of Biology, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5E2, Canada.

Water Security Agency, 101 - 108 Research Drive, Saskatoon, Saskatchewan S7N 3R3, Canada.

出版信息

Sci Total Environ. 2020 Jul 1;724:138222. doi: 10.1016/j.scitotenv.2020.138222. Epub 2020 Mar 25.

Abstract

Turbidity affects a variety of aquatic ecosystem processes. Turbidity events are dominated by suspended sediment in many systems. High levels of suspended sediment in lakes can occur during periods of high inflows from turbid tributaries or suspension of sediment from lake beds. This study reconstructed historic turbidity levels using Landsat-imagery on Lake Diefenbaker (LD), a large river-reservoir constructed in the late 1960's on the naturally turbid South Saskatchewan River (SSR). We examined the factors that were associated with it. Reconstructed turbidity levels, from Landsat-images, were similar to actual turbidity. The SSR flow and wind speed explained 64%, 54% and 69% of the variability in estimated turbidity levels at the riverine zone, the transition zone and the entire reservoir, respectively. The decrease in estimated turbidity from June to October and down the length of the reservoir is likely associated with the decline in the SSR flow and the settling of suspended sediments. The relationship between estimated turbidity and wind speed may be associated with the re-suspension of bottom sediment at the upper reach of LD. Wind speed and direction were related to estimated turbidity at the lacustrine zone (r = 0.19, P < 0.05), which may be attributed to the persistence of sediments. We observed high turbidity in 2002 that exceeded other estimates of turbidity. Since 2002 was preceded by a prolonged drought, the high estimate turbidity may be related to an increase in sediment loads from the SSR flow and an increase in shoreline erosion from a rise in LD's water level. Hence, extreme events (drought and flooding) are associated with high turbidity in LD. As the Canadian Prairies continues to undergo climate change, lakes located in this region are predicted to experience more frequent extreme events. These extreme events will cause further deterioration of water quality.

摘要

浑浊度会影响多种水生生态系统过程。在许多系统中,浑浊度事件主要由悬浮泥沙引起。在高浊度支流流入或湖底泥沙悬浮期间,湖泊中的悬浮泥沙含量可能会很高。本研究利用 Landsat 图像重建了 20 世纪 60 年代后期在萨斯喀彻温河南部(SSR)自然浑浊的大型河流-水库迪芬贝克湖(LD)的历史浑浊度水平。我们研究了与浑浊度有关的因素。从 Landsat 图像重建的浑浊度水平与实际浑浊度相似。SSR 流量和风速分别解释了河流区、过渡区和整个水库估计浑浊度水平变化的 64%、54%和 69%。估计浑浊度从 6 月到 10 月沿水库长度的下降可能与 SSR 流量下降和悬浮泥沙沉降有关。LD 上游底泥再悬浮可能与估计浑浊度与风速之间的关系有关。风速和风向与湖泊区的估计浑浊度有关(r=0.19,P<0.05),这可能归因于沉积物的持续存在。我们观察到 2002 年的高浑浊度超过了其他浑浊度的估计值。由于 2002 年之前经历了长时间的干旱,高浑浊度估计值可能与 SSR 流量增加的泥沙负荷以及 LD 水位升高导致的海岸线侵蚀增加有关。因此,极端事件(干旱和洪水)与 LD 的高浑浊度有关。随着加拿大草原继续经历气候变化,预计该地区的湖泊将经历更频繁的极端事件。这些极端事件将导致水质进一步恶化。

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