利用CDOM和悬浮沉积物的卫星遥感研究从纳尔逊河和海耶斯河到哈德逊湾的羽散

IF 4.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES
A. Basu, G. McCullough, S. Bélanger, A. Mukhopadhyay, D. Doxaran, K. Sydor, D. Barber, J. Ehn
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引用次数: 0

摘要

由于气候变化和水电调节,北极河流羽流扩散模式的变化具有挑战性,需要利用卫星遥感进行天气和连续观测。将彩色溶解有机物(CDOM)和总悬浮固体(TSS)算法应用于中分辨率成像光谱辐射计(MODIS)图像,研究Nelson和Hayes河羽流向哈德逊湾西南部的扩散,采用分位数回归捕获淡水-海洋梯度上的扩散变异。modis计算的CDOM和TSS分位数浓度(q0.05 ~ q0.95)随距离尼尔森河口的远近呈指数下降。Q0.95渐近线标志着河流羽流的近海范围,并用于确定哈德逊湾西南部地表水的海洋和河流水组分。在离纳尔逊河口约125公里处,CDOM值减少了河口值的75%。由于CDOM稀释度与河流流量之间存在显著的共变性,在这段距离上估计河流水分数为0.25,在涨潮和退潮期间变化了±35 km。反气旋风将河羽流沿54°方位角输送到哈德逊湾中部,而气旋风则将河羽流沿南岸向东传播。沿海水域的颗粒沉降、泥滩和/或河岸侵蚀的再悬浮事件导致TSS与河流流量之间的关系不显著。这种非保守性使得TSS成为哈德逊湾西南部纳尔逊和海耶斯河水的不太有用的光学示踪剂。新的分位数回归方法用于确定过渡水域河水稀释的边界,可以为几十到几百公里的空间尺度上的沿海管理提供有用的信息,范围从近实时监测到季节性和多年研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Plume dispersion from the Nelson and Hayes rivers into Hudson Bay using satellite remote sensing of CDOM and suspended sediment
Change in the dispersion pattern of Arctic river plumes due to climate change and hydroelectric regulation is challenging to monitor, calling for synoptic and continuous observation using satellite remote sensing. Algorithms for colored dissolved organic matter (CDOM) and total suspended solids (TSS) were applied to moderate resolution imaging spectroradiometer (MODIS) imagery to study Nelson and Hayes river plume dispersion into southwestern Hudson Bay, employing quantile regressions to capture dispersion variability along a freshwater–marine gradient. MODIS-derived CDOM and TSS quantile concentrations (Q0.05–Q0.95) decreased exponentially with distance from the Nelson River mouth. The Q0.95 asymptote marked the offshore extent of the river plume and was used to determine the marine and river water fractions of surface water in southwestern Hudson Bay. At about 125 km from the Nelson River mouth, CDOM was reduced by 75% of its river mouth values. Owing to the significant co-variability between CDOM dilution and river discharge, a 0.25 river water fraction was estimated at this distance, which varied by ±35 km during flood and ebb flows. Anti-cyclonic winds transported the river plume along the 54° azimuth towards central Hudson Bay, while cyclonic winds propagated the plume eastward along the south shore. Particle settling in the coastal waters and resuspension events from mudflats and/or bank erosion caused non-significant relationships between TSS and river discharge. This non-conservative behavior renders TSS a less useful optical tracer of Nelson and Hayes river water in southwestern Hudson Bay. The novel quantile regression approach for defining boundaries of river water dilution in transitional waters may provide helpful information for coastal management on a spatial scale of tens to hundreds of kilometers, ranging from near real-time monitoring to seasonal and multi-year studies.
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来源期刊
Elementa-Science of the Anthropocene
Elementa-Science of the Anthropocene Earth and Planetary Sciences-Atmospheric Science
CiteScore
6.90
自引率
5.10%
发文量
65
审稿时长
16 weeks
期刊介绍: A new open-access scientific journal, Elementa: Science of the Anthropocene publishes original research reporting on new knowledge of the Earth’s physical, chemical, and biological systems; interactions between human and natural systems; and steps that can be taken to mitigate and adapt to global change. Elementa reports on fundamental advancements in research organized initially into six knowledge domains, embracing the concept that basic knowledge can foster sustainable solutions for society. Elementa is published on an open-access, public-good basis—available freely and immediately to the world.
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