The geography and progression of blowouts in the coastal dunes along the eastern shore of Lake Michigan since 1938

IF 1.7 3区 地球科学 Q3 GEOGRAPHY, PHYSICAL Quaternary Research Pub Date : 2023-04-12 DOI:10.1017/qua.2023.10
K. McKeehan, A. Arbogast
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引用次数: 1

Abstract

Abstract Coastal dunes along Lake Michigan's eastern shoreline are a unique system comprising perhaps the largest complex of freshwater coastal dunes in the world. Here, we examine the blowouts in this region and determine how they have evolved since the 1930s. We conducted a spatiotemporal analysis of 435 blowouts by comparing repeat aerial images of the coast beginning in 1938. Using an unsupervised machine learning classification known as iso-clustering, we mapped blowout morphologies at three timestamps: 1938, 1986–1988, and 2018. We then compared the blowout geographies through a technique known as a spatial-temporal analysis of moving polygons (STAMP) model, which allowed us to analyze how each blowout changed in time and space. Results show blowouts have contracted ~37% in size since 1938, mostly at the expense of vegetation, with many fragmenting. These findings comport with other regional and global studies detailing a trend in coastal dune stabilization from vegetation and suggest that an increase in precipitation or other environment drivers could be responsible. Moreover, we detected no new blowouts since 1938 along the ~500 km shoreline or on any of the Lake Michigan islands. This suggests blowouts here are artifacts of premodern conditions, perhaps the result of prior stormier or drier eras.
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自1938年以来,密歇根湖东岸海岸沙丘爆发的地理和进展
摘要密歇根湖东部海岸线沿岸的海岸沙丘是一个独特的系统,可能是世界上最大的淡水海岸沙丘复合体。在这里,我们研究了该地区的井喷,并确定了自20世纪30年代以来它们是如何演变的。我们通过比较1938年开始的海岸重复航空图像,对435次井喷进行了时空分析。使用一种称为iso聚类的无监督机器学习分类,我们绘制了三个时间戳的井喷形态图:1938年、1986年至1988年和2018年。然后,我们通过一种称为移动多边形时空分析(STAMP)模型的技术比较了井喷的地理位置,该模型使我们能够分析每次井喷在时间和空间上的变化。结果显示,自1938年以来,井喷的规模缩小了约37%,主要是以牺牲植被为代价,其中许多是破碎的。这些发现与其他区域和全球研究一致,这些研究详细说明了植被对海岸沙丘稳定的趋势,并表明降水量的增加或其他环境驱动因素可能是罪魁祸首。此外,自1938年以来,我们在约500公里的海岸线或密歇根湖的任何岛屿上都没有发现新的井喷。这表明,这里的井喷是前现代条件下的产物,可能是之前暴风雨或干旱时代的结果。
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来源期刊
Quaternary Research
Quaternary Research 地学-地球科学综合
CiteScore
4.70
自引率
8.70%
发文量
57
审稿时长
3 months
期刊介绍: Quaternary Research is an international journal devoted to the advancement of the interdisciplinary understanding of the Quaternary Period. We aim to publish articles of broad interest with relevance to more than one discipline, and that constitute a significant new contribution to Quaternary science. The journal’s scope is global, building on its nearly 50-year history in advancing the understanding of earth and human history through interdisciplinary study of the last 2.6 million years.
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