投射的阴影显示冰川表面高程的变化

IF 4.4 2区 地球科学 Q1 GEOGRAPHY, PHYSICAL
Cryosphere Pub Date : 2023-08-24 DOI:10.5194/tc-17-3535-2023
Monika Pfau, G. Veh, W. Schwanghart
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引用次数: 0

摘要

摘要冰川退缩和变薄的速度加快需要对冰川高程变化进行准确的当地估计,以预测冰川径流的未来变化及其对海平面上升的贡献。冰川高程变化通常来源于数字高程模型(dem),该模型与卫星图像的地表变化分析相关联。然而,山区崎岖的地形会在冰川表面投下阴影,这使得在偏远地区很难检测到当地冰川高程的变化。一个相当未开发的资源包括卫星图像中关于太阳位置和角度的精确的、带有时间戳的元数据。这些数据对于模拟给定DEM中的阴影非常有用。因此,卫星图像中模拟阴影和映射阴影之间的阴影长度的任何差异都可能表明冰川高程相对于DEM获取日期的变化。我们在五个选定的冰川上用长期监测项目测试了这一假设。对于每个冰川,我们将可免费获得的dem投影到冰川表面,并将模拟阴影与从大约40年的Landsat图像绘制的阴影进行比较。我们用这些阴影发生的地方的冰川高程变化的大地测量值验证了相对差异。我们发现阴影区域的冰川高程变化与独立的摄影测量和大地测量结果一致。因此,投在baltoro冰川(巴基斯坦喀喇昆仑山脉)上的阴影表明,1987年至2020年期间海拔没有变化,而大阿莱奇冰川(瑞士)的阴影表明,在我们的样本中,约有1米/年的负变薄率。我们对冰川高度变化的估计与山影的发生有关,可能有助于补充难以进入的地区的实地活动。这一信息对于量化给定冰川积累区或消融区可能随海拔变化的变化是至关重要的。基于阴影的冰川高程变化检索取决于DEM的精度,因为山脊和山峰的几何形状限制了我们在冰川表面投射的阴影。未来几代具有更高分辨率和精度的dem将改进我们的方法,丰富从卫星和航空图像跟踪历史冰川质量平衡的工具箱。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cast shadows reveal changes in glacier surface elevation
Abstract. Increased rates of glacier retreat and thinning need accurate local estimates of glacier elevation change to predict future changes in glacier runoff and their contribution to sea level rise. Glacier elevation change is typically derived from digital elevation models (DEMs) tied to surface change analysis from satellite imagery. Yet, the rugged topography in mountain regions can cast shadows onto glacier surfaces, making it difficult to detect local glacier elevation changes in remote areas. A rather untapped resource comprises precise, time-stamped metadata on the solar position and angle in satellite images. These data are useful for simulating shadows from a given DEM. Accordingly, any differences in shadow length between simulated and mapped shadows in satellite images could indicate a change in glacier elevation relative to the acquisition date of the DEM. We tested this hypothesis at five selected glaciers with long-term monitoring programmes. For each glacier, we projected cast shadows onto the glacier surface from freely available DEMs and compared simulated shadows to cast shadows mapped from ∼40 years of Landsat images. We validated the relative differences with geodetic measurements of glacier elevation change where these shadows occurred. We find that shadow-derived glacier elevation changes are consistent with independent photogrammetric and geodetic surveys in shaded areas. Accordingly, a shadow cast on Baltoro Glacier (the Karakoram, Pakistan) suggests no changes in elevation between 1987 and 2020, while shadows on Great Aletsch Glacier (Switzerland) point to negative thinning rates of about 1 m yr−1 in our sample. Our estimates of glacier elevation change are tied to occurrence of mountain shadows and may help complement field campaigns in regions that are difficult to access. This information can be vital to quantify possibly varying elevation-dependent changes in the accumulation or ablation zone of a given glacier. Shadow-based retrieval of glacier elevation changes hinges on the precision of the DEM as the geometry of ridges and peaks constrains the shadow that we cast on the glacier surface. Future generations of DEMs with higher resolution and accuracy will improve our method, enriching the toolbox for tracking historical glacier mass balances from satellite and aerial images.
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来源期刊
Cryosphere
Cryosphere GEOGRAPHY, PHYSICAL-GEOSCIENCES, MULTIDISCIPLINARY
CiteScore
8.70
自引率
17.30%
发文量
240
审稿时长
4-8 weeks
期刊介绍: The Cryosphere (TC) is a not-for-profit international scientific journal dedicated to the publication and discussion of research articles, short communications, and review papers on all aspects of frozen water and ground on Earth and on other planetary bodies. The main subject areas are the following: ice sheets and glaciers; planetary ice bodies; permafrost and seasonally frozen ground; seasonal snow cover; sea ice; river and lake ice; remote sensing, numerical modelling, in situ and laboratory studies of the above and including studies of the interaction of the cryosphere with the rest of the climate system.
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