Monitoring the annual geodetic mass balance of Bordu and Sary-Tor glaciers using UAV data

IF 2.5 4区 地球科学 Q2 GEOGRAPHY, PHYSICAL Annals of Glaciology Pub Date : 2023-11-03 DOI:10.1017/aog.2023.71
Lander Van Tricht, Chloë Marie Paice, Oleg Rybak, Victor Popovnin, Rysbek Satylkanov, Philippe Huybrechts
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Abstract

Abstract The geodetic mass balance of a glacier corresponds to glacier-wide volume changes, converted to mass changes using density assumptions. It is typically calculated by differencing multi-temporal digital elevation models. In this study, we show how the annual geodetic mass balance of a glacier can be derived from uncrewed aerial vehicle (UAV) data. The presented workflow is applied to two small- to medium-sized glaciers in the Kyrgyz Tien Shan (Central Asia): Bordu glacier and Sary-Tor glacier. The obtained geodetic mass balance is compared with the glaciological mass balance derived from a network of ablation stakes and snow pits. A previously calibrated mass-balance model is used to correct for the difference in acquisition dates. The results show that the determined geodetic mass balance matches closely with the glaciological mass balance. Besides, for both glaciers the geodetic mass balance does not seem to be particularly sensitive to the assumptions regarding volume-to-mass conversion. Therefore, our results demonstrate that UAVs can serve as a valuable instrument to quantify the annual geodetic mass balance and to validate the glaciological mass balance. The conventional glaciological mass-balance estimation often relies on interpolation and extrapolation methods, whereas UAVs offer the potential for direct data acquisition over the entire glacier surface.
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利用无人机数据监测Bordu和Sary-Tor冰川的年大地质量平衡
冰川的大地质量平衡对应于冰川范围内的体积变化,利用密度假设将其转换为质量变化。它通常是通过差分多时相数字高程模型来计算的。在这项研究中,我们展示了如何从无人驾驶飞行器(UAV)数据中获得冰川的年度大地质量平衡。该工作流程应用于吉尔吉斯天山(中亚)的两个中小型冰川:Bordu冰川和Sary-Tor冰川。将得到的大地质量平衡与由消融桩和雪坑网得到的冰川质量平衡进行了比较。使用先前校准的质量平衡模型来校正采集日期的差异。结果表明,测定的大地质量平衡与冰川质量平衡吻合较好。此外,对于这两个冰川,大地质量平衡似乎对有关体积-质量转换的假设并不特别敏感。因此,我们的研究结果表明,无人机可以作为一种有价值的工具来量化年度大地物质平衡和验证冰川物质平衡。传统的冰川质量平衡估算通常依赖于插值和外推方法,而无人机提供了在整个冰川表面直接获取数据的潜力。
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来源期刊
Annals of Glaciology
Annals of Glaciology GEOGRAPHY, PHYSICAL-GEOSCIENCES, MULTIDISCIPLINARY
CiteScore
8.20
自引率
0.00%
发文量
0
审稿时长
>12 weeks
期刊介绍: Annals of Glaciology publishes original scientific articles and letters in selected aspects of glaciology-the study of ice. Each issue of the Annals is thematic, focussing on a specific subject. The Council of the International Glaciological Society welcomes proposals for thematic issues from the glaciological community. Once a theme is approved, the Council appoints an Associate Chief Editor and a team of Scientific Editors to handle the submission, peer review and publication of papers.
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