Investigating changes in proglacial stream suspended sediment concentration and their drivers using large scale remote sensing

IF 3.1 2区 地球科学 Q2 GEOGRAPHY, PHYSICAL
Lily K. Vowels , William H. Armstrong , Irina Overeem , Daniel McGrath , Brianna Rick , Adrian Dye , Derek Martin
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Abstract

Glaciers are prolific sediment producers, and quantifying trends in proglacial suspended sediment concentration (SSC) is critical for understanding the evolution of sediment dynamics in glacierized systems, a task impeded by sparse in situ observations in these often-remote environments. In this study, we use Landsat-derived spectral reflectance to quantify how SSC changed between 1984 and 2023 across a range of proglacial river systems (n = 54) in Alaska and northwestern Canada. We investigated how observed SSC changes were related to upstream proglacial lakes, as well as glaciological factors. We found that 54 % of all study sites underwent statistically significant SSC changes (median rate of statistically significant change = −1.8 mg L−1 yr−1 or − 0.7 % yr−1; IQR = −8.4 to 0.5 mg L−1 yr−1). Streams below proglacial lakes are more likely to have significant changes than systems without lakes (60 % of sites with upstream lakes vs 42 % of sites without upstream lakes). SSC declines dominate statistically significant trends for sites with upstream lakes, while increasing SSC is dominant for rivers with no upstream proglacial lake. We perform statistical analyses to investigate potential physical drivers of SSC change and find a direct association between glacier area and a site's median SSC as one of the few significant correlations. Proglacial lake area and its change are poor predictors for both downstream median SSC and SSC change. Together, these findings show clear changes in sediment dynamics in glacierized watersheds over ~40 years, with proglacial lakes playing a notable but complicated role in downstream sedimentary processes.
基于大尺度遥感的前冰期河流悬沙浓度变化及其驱动因素研究
冰川是多产的沉积物产生者,冰川前悬浮沉积物浓度(SSC)的量化趋势对于理解冰川系统中沉积物动力学的演变至关重要,而在这些通常偏远的环境中,现场观测的稀少阻碍了这一任务。在这项研究中,我们使用landsat衍生的光谱反射率来量化阿拉斯加和加拿大西北部一系列前冰期河流系统(n = 54)在1984年至2023年间的SSC变化。我们研究了观测到的SSC变化与上游前冰期湖泊以及冰川因子的关系。我们发现,54%的研究地点发生了统计学上显著的SSC变化(统计学显著变化的中位率=−1.8 mg L−1年或−0.7%年−1;IQR =−8.4 ~ 0.5 mg L−1年−1)。前冰期湖泊以下的河流比没有湖泊的系统更有可能发生重大变化(60%有上游湖泊的地点vs 42%没有上游湖泊的地点)。在有上游湖泊的样地,SSC显著下降,而在没有上游前冰湖的样地,SSC显著增加。我们进行了统计分析,以调查SSC变化的潜在物理驱动因素,并发现冰川面积与站点的中位数SSC之间存在直接关联,这是为数不多的显著相关性之一。前冰期湖泊面积及其变化对下游SSC中值和SSC变化的预测均较差。综上所述,这些研究结果表明,近40年来冰川化流域的沉积动力学发生了明显变化,前冰期湖泊在下游沉积过程中发挥了显著但复杂的作用。
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来源期刊
Geomorphology
Geomorphology 地学-地球科学综合
CiteScore
8.00
自引率
10.30%
发文量
309
审稿时长
3.4 months
期刊介绍: Our journal''s scope includes geomorphic themes of: tectonics and regional structure; glacial processes and landforms; fluvial sequences, Quaternary environmental change and dating; fluvial processes and landforms; mass movement, slopes and periglacial processes; hillslopes and soil erosion; weathering, karst and soils; aeolian processes and landforms, coastal dunes and arid environments; coastal and marine processes, estuaries and lakes; modelling, theoretical and quantitative geomorphology; DEM, GIS and remote sensing methods and applications; hazards, applied and planetary geomorphology; and volcanics.
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