Assessing complex aeolian dune field morphology and evolution with Sentinel-1 SAR imagery – Possibilities and limitations

IF 3.1 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL
Bruno Boemke , Imen Turki , Catrina Brüll , Frank Lehmkuhl
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引用次数: 1

Abstract

Aeolian dune movement poses a threat to critical infrastructure, urban areas, water resources as well as agriculture. This threat is expected to increase in the coming years due to land degradation, desertification and climate change. Several approaches have been used to investigate the evolution of dune fields. Satellite remote sensing can be considered one of the most accurate tools for the continuous monitoring of global sand covered surfaces. Although early studies found a great potential in synthetic aperture radar (SAR) for dune assessment, the full potential has not been explored as of yet. Therefore, in this study, we present a novel method for assessing complex dune field morphology based on the easily accessible and globally available Sentinel-1 ground range detected (GRD) SAR dataset. In this application, dune features are extracted based on backscatter properties related to the local incidence angle. This provides a clear identification of (1) active dune sand, (2) dune ridges and (3) inter-dune ripples. By extracting these features through profiles, the multi-timescale evolution of the Western Mongolian dune field Bor Khyar was analysed through three areas of interest (AOIs) based on the spectral technique of continuous wavelets. The result of this investigation gives new insights into the temporal and spatial dynamics of dunes scale and their response to aeolian activity, revealing differences in aeolian activity as well as inter- and intra-annual variations in the dune morphology. These results are promising and highlight the potential in using satellite SAR imagery for dune monitoring.

利用Sentinel-1 SAR图像评估复杂风成沙丘场形态和演化——可能性和局限性
风成沙丘运动对关键基础设施、城市地区、水资源和农业构成威胁。由于土地退化、荒漠化和气候变化,这一威胁预计将在今后几年增加。人们采用了几种方法来研究沙丘场的演变。卫星遥感可以被认为是连续监测全球沙覆盖面最准确的工具之一。虽然早期的研究发现了合成孔径雷达在沙丘评价中的巨大潜力,但尚未充分挖掘其潜力。因此,在本研究中,我们提出了一种基于易于获取且全球可用的Sentinel-1地面距离探测(GRD) SAR数据集评估复杂沙丘场形态的新方法。在本应用中,沙丘特征是基于与局部入射角相关的后向散射特性提取的。这为(1)活动沙丘砂、(2)沙丘脊和(3)沙丘间波纹提供了清晰的识别。通过剖面提取这些特征,基于连续小波光谱技术,通过三个兴趣区(AOIs)分析了蒙古西部沙丘场博尔凯亚尔的多时间尺度演化。这一研究结果为沙丘尺度的时空动态及其对风成活动的响应提供了新的认识,揭示了风成活动的差异以及沙丘形态的年际和年内变化。这些结果是有希望的,并突出了利用卫星SAR图像进行沙丘监测的潜力。
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来源期刊
Aeolian Research
Aeolian Research GEOGRAPHY, PHYSICAL-
CiteScore
7.10
自引率
6.10%
发文量
43
审稿时长
>12 weeks
期刊介绍: The scope of Aeolian Research includes the following topics: • Fundamental Aeolian processes, including sand and dust entrainment, transport and deposition of sediment • Modeling and field studies of Aeolian processes • Instrumentation/measurement in the field and lab • Practical applications including environmental impacts and erosion control • Aeolian landforms, geomorphology and paleoenvironments • Dust-atmosphere/cloud interactions.
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