基于南极马蹄岛无人机-GPR 的冰川深度监测精度评估

IF 1.3 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY
M. O. Selbesoğlu, M. Karabulut, Özgün Oktar, Burak Akpinar, Oleg Vassilev, Mehmet Arkali, Şeyma Nur Tufan, Alptuğ Şeref Ayyildiz, Esra Günaydin, Atilla Yilmaz, Doğaç Baybars Işiler, B. Özsoy
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引用次数: 0

摘要

:无人机系统在研究气候变化对多个领域的影响方面用途广泛。最近,无人驾驶飞行器与地面穿透雷达(GPR)技术的结合被证明在勘测冰川方面非常有效,特别是在南极洲等难以进入的复杂地形。在此背景下,本研究重点探索了使用无人机-GPR 测量南极洲西部马蹄岛冰川深度的潜力。这些数据是在 2023 年 2 月和 3 月第七次土耳其南极考察(TAE-VII)期间收集的,属于伊斯坦布尔技术大学和保加利亚科学院双边合作开展的题为 "基于无人飞行器-GPR 观测的南极马蹄岛冰川监测和三维建模 "国际项目的范围。为了确定冰川的深度,这项调查利用了地面 GPR 和无人机 GPR 数据。通过与地面 GPR 结果进行比较,确定无人机-GPR 深度的均方根误差为 9 厘米。此外,使用无人机进行测量的速度比使用地面 GPR 进行测量的速度快约 25 倍,显示出显著的效率优势。因此,可以得出结论,使用机载 GPR 方法为快速、经济、准确地勘测冰川提供了一种有益而有效的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Accuracy assessment of glacier depth monitoring based on UAV-GPR on Horseshoe Island, Antarctica
: Unmanned aerial systems have a wide range of uses in studying the impacts of climate change over several fields. Recently, its combination with a ground-penetrating radar (GPR) technology has been demonstrated to be highly effective for surveying glaciers, especially in difficult and inaccessible terrains like Antarctica. In this context, this study focused on exploring the potential of using an unmanned aerial vehicle (UAV)-GPR to measure the depth of glaciers on Horseshoe Island, West Antarctica. The data were collected during the seventh Turkish Antarctic Expedition (TAE-VII) in February and March 2023, within the scope of the international project titled “Glacier monitoring and 3D modeling in Horseshoe Island Antarctica based on UAV-GPR observations”, carried out by the bilateral cooperation of İstanbul Technical University and the Bulgarian Academy of Sciences. In order to determine the depth of the glacier, this investigation utilized both terrestrial GPR and UAV-GPR data. The UAV-GPR depth was determined as 9 cm root mean square error as a consequence of comparison with terrestrial GPR results. Furthermore, it was demonstrated that measurements performed with the UAV were completed approximately 25 times faster than those conducted with the terrestrial GPR, demonstrating a significant efficiency benefit. As a result, it can be concluded that using the airborne GPR approach offers a beneficial and effective way to undertake surveys of glaciers quickly and affordably with promising accuracy.
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来源期刊
Turkish Journal of Earth Sciences
Turkish Journal of Earth Sciences 地学-地球科学综合
CiteScore
2.40
自引率
10.00%
发文量
6
审稿时长
6 months
期刊介绍: The Turkish Journal of Earth Sciences is published electronically 6 times a year by the Scientific and Technological Research Council of Turkey (TÜBİTAK). It is an international English-language journal for the publication of significant original recent research in a wide spectrum of topics in the earth sciences, such as geology, structural geology, tectonics, sedimentology, geochemistry, geochronology, paleontology, igneous and metamorphic petrology, mineralogy, biostratigraphy, geophysics, geomorphology, paleoecology and oceanography, and mineral deposits. Contribution is open to researchers of all nationalities.
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