来自Landsat8卫星图像的Gangotri冰川表面速度

Reem Klaib, Hajer Alabdouli, Mritunjay Kumar Singh
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摘要

冰川的质量平衡和动态受冰速变化的调节。因此,冰川流速的估算是监测冰川健康状况、对气候变化参数的响应及其对海平面上升影响的重要组成部分。在这项研究中,我们估计了2014年至2021年甘戈特里冰川的表面速度。我们使用基于遥感的技术来估计Gangotri的地表速度,因为它为广阔的地理区域提供了定期的此类测量。利用COSI- Corr(光学遥感图像和相关的共同配准)工具,利用Landsat 8图像的亚像元相关性来确定Gangotri冰川的表面速度。我们得到的速度值与地面真实速度值比较吻合。甘戈特里冰川的表面速度在冰川的不同区域变化,而且每年都在变化。研究表明,消融带和堆积带的中部区域在各年际间速度较高,而冰川边界区域速度较低。平均流速范围从积累带的~ 13 m/年到~ 22m/年不等。对于消融区,平均速度范围为~ 11m/年至~ 18m/年。从2014年到2021年,平均地表速度下降了26%。从2014年到2021年,Gangotri的一般地表速度在~ 8 m/y到~ 61 m/y±1.9之间变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Glacier-surface velocities in Gangotri from Landsat8 satellite imagery
A glacier's mass balance and dynamics are regulated by changes in ice velocity. As a result, estimating glacier flow velocity is a crucial part of temporal glacier monitoring of its health, response to climate change parameters, and its effect on increasing the sea level rise. In this study, we estimated the Gangotri glacier surface velocities from 2014 to 2021. We used remote sensing-based techniques to estimate the Gangotri surface velocity since it provides such measurements regularly for a vast geographical area. Sub-pixel correlation of Landsat 8 imagery was used by using the COSI- Corr (co-registration of optically sensed images and correlation) tool to determine surface velocities over the Gangotri glacier. Our derived velocities values match the ground truth velocities values comparatively well. Gangotri surface velocities vary over the various regions of the glacier, and from year to year. Our study indicated that the middle region of the ablation zone and the accumulation zone had higher velocities across all the years, while the boundary regions of the glacier show lower speeds. The average velocities range varies from ∼13 m/year in the accumulation zone to ∼22m/year. For the ablation zone, the average velocities range from ∼ 11m/year in the ablation zone to ∼18m/year. The average surface velocity showed a high decrement of 26 % from 2014 to 2021. The general surface velocities in Gangotri vary from ∼8 m/y to∼ 61 m/y± 1.9 from 2014 to 2021.
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