利用历史航空图像创建的运动高程模型结构调查地貌变化:以美国北密歇根湖为例

J. DeWitt, F. Ashland
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引用次数: 1

摘要

南马尼托岛是密歇根湖北部睡熊沙丘国家湖岸的一部分,是一个冰川后的湖泊景观,其地貌发生了重大变化,包括山体滑坡、海岸线和悬崖退缩以及沙丘运动。这些变化涉及相互关联的过程,并在不同程度上受到湖泊水位、气候变化和土地利用模式等因素的影响。利用差分高程(DEM of Difference, DoD)和其他地形分析方法,研究了在几十年和多个尺度上相互关联的地貌变化和过程。利用运动多视点立体结构(SfM-MVS)从1955年的历史航空图像中开发了一个1m的DEM,并与2016年基于激光雷达的DEM进行了比较,以量化变化。研究了南马尼托岛的滑坡、海岸线侵蚀、断崖退缩和沙丘运动。虽然DoD表示净损失或净收益,但对变化的解释必须考虑历史DEM的SfM-MVS来源。在滑坡的情况下,可以通过审查湖泊高低水位的时间以及DoD值来收集更多的了解。景观尺度的发现量化了相互关联过程之间的累积反馈。这些发现可以扩大到评估整个公园的变化,为未来的变化调查和土地管理决策提供信息。
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Investigating Geomorphic Change Using a Structure from Motion Elevation Model Created from Historical Aerial Imagery: A Case Study in Northern Lake Michigan, USA
South Manitou Island, part of Sleeping Bear Dunes National Lakeshore in northern Lake Michigan, is a post-glacial lacustrine landscape with substantial geomorphic changes including landslides, shoreline and bluff retreat, and sand dune movement. These changes involve interrelated processes, and are influenced to different extents by lake level, climate change, and land use patterns, among other factors. The utility of DEM of Difference (DoD) and other terrain analyses were investigated as a means of understanding interrelated geomorphologic changes and processes across multiple decades and at multiple scales. A 1m DEM was developed from 1955 historical aerial imagery using Structure from Motion Multi-View Stereo (SfM-MVS) and compared to a 2016 lidar-based DEM to quantify change. Landslides, shoreline erosion, bluff retreat, and sand dune movement were investigated throughout South Manitou Island. While the DoD indicates net loss or gain, interpretation of change must take into consideration the SfM-MVS source of the historical DEM. In the case of landslides, where additional understanding may be gleaned through review of the timing of lake high- and lowstands together with DoD values. Landscape-scale findings quantified cumulative feedbacks between interrelated processes. These findings could be upscaled to assess changes across the entire park, informing future change investigations and land management decisions.
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