Kinematic inventory of rock glaciers in the Pyrenees based on InSAR and airborne LiDAR data

IF 11.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES
Jesús Guerrero , Miguel Guerra , Thiery Yannick , Gloria Desir , Bastien Colas
{"title":"Kinematic inventory of rock glaciers in the Pyrenees based on InSAR and airborne LiDAR data","authors":"Jesús Guerrero ,&nbsp;Miguel Guerra ,&nbsp;Thiery Yannick ,&nbsp;Gloria Desir ,&nbsp;Bastien Colas","doi":"10.1016/j.rse.2025.114798","DOIUrl":null,"url":null,"abstract":"<div><div>Rock glaciers (RGs) are ice and debris landforms shaped by long-term permafrost creep. Their inventory has expanded significantly in the past two decades due to their importance as water resources and indicators of climate change. Previous inventories in the Pyrenees are sparse and lack essential kinematic data, leading to an underestimation of active RGs. This study presents the first kinematic database of Pyrenean RGs, integrating European Ground Motion Service (EGMS) InSAR data with airborne Laser Imaging Detection and Ranging (LiDAR) datasets and seven years of Sentinel-1 high-resolution InSAR data processed by the SqueeSAR algorithm. The analysis focuses on three igneous plutons (Panticosa, Cauterets, and Neouvielle) in the central Pyrenees, comparing surface displacement rates from these techniques to previous geodetic measurements. A total of 733 RGs have been mapped in the Pyrenees, covering an area of 58.9 km<sup>2</sup>. 73 % of the mapped RGs are inactive or relict, showing no ground displacement and being partially vegetated. Only 13 % (96 RGs) remain active, covering less than 10 km<sup>2</sup>, and are primarily north-facing. An additional 14 % (102 RGs) lack InSAR data but they are considered potentially active based on their orientation, altitude, and remarkable morphological features. The existence of active RGs at relatively low altitudes lowers the permafrost boundary between 2100 and 2600 m on north- and south-facing slopes, respectively. Despite the limitations of InSAR to measure displacements along the north-south axis and the fact that most active RGS are oriented to the north, according to the decomposition of the LOS displacement to vertical and horizontal components and LiDAR data, the ongoing subsidence and decline in horizontal movement related to ice degradation suggest a transition of many RGs from active to relict, marking rapid permafrost degradation. Finally, the EGMS has proven inadequate for detecting slow-moving active RGs in the Pyrenees due to temporal decorrelation caused by prolonged snow cover periods, particularly when compared to the combined use of SqueeSAR and airborne LiDAR datasets. The EGMS detected ground information for only 14 out of 89 active RGs, provided inaccurate kinematic data and underestimated the decomposed vertical and horizontal velocities by up to fourfold.</div></div>","PeriodicalId":417,"journal":{"name":"Remote Sensing of Environment","volume":"326 ","pages":"Article 114798"},"PeriodicalIF":11.4000,"publicationDate":"2025-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Remote Sensing of Environment","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0034425725002020","RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Rock glaciers (RGs) are ice and debris landforms shaped by long-term permafrost creep. Their inventory has expanded significantly in the past two decades due to their importance as water resources and indicators of climate change. Previous inventories in the Pyrenees are sparse and lack essential kinematic data, leading to an underestimation of active RGs. This study presents the first kinematic database of Pyrenean RGs, integrating European Ground Motion Service (EGMS) InSAR data with airborne Laser Imaging Detection and Ranging (LiDAR) datasets and seven years of Sentinel-1 high-resolution InSAR data processed by the SqueeSAR algorithm. The analysis focuses on three igneous plutons (Panticosa, Cauterets, and Neouvielle) in the central Pyrenees, comparing surface displacement rates from these techniques to previous geodetic measurements. A total of 733 RGs have been mapped in the Pyrenees, covering an area of 58.9 km2. 73 % of the mapped RGs are inactive or relict, showing no ground displacement and being partially vegetated. Only 13 % (96 RGs) remain active, covering less than 10 km2, and are primarily north-facing. An additional 14 % (102 RGs) lack InSAR data but they are considered potentially active based on their orientation, altitude, and remarkable morphological features. The existence of active RGs at relatively low altitudes lowers the permafrost boundary between 2100 and 2600 m on north- and south-facing slopes, respectively. Despite the limitations of InSAR to measure displacements along the north-south axis and the fact that most active RGS are oriented to the north, according to the decomposition of the LOS displacement to vertical and horizontal components and LiDAR data, the ongoing subsidence and decline in horizontal movement related to ice degradation suggest a transition of many RGs from active to relict, marking rapid permafrost degradation. Finally, the EGMS has proven inadequate for detecting slow-moving active RGs in the Pyrenees due to temporal decorrelation caused by prolonged snow cover periods, particularly when compared to the combined use of SqueeSAR and airborne LiDAR datasets. The EGMS detected ground information for only 14 out of 89 active RGs, provided inaccurate kinematic data and underestimated the decomposed vertical and horizontal velocities by up to fourfold.

Abstract Image

基于InSAR和机载激光雷达数据的比利牛斯山脉岩石冰川动态清查
岩石冰川(RGs)是长期冻土蠕变形成的冰和碎屑地貌。由于它们作为水资源和气候变化指标的重要性,它们的存量在过去二十年中显著增加。以往在比利牛斯山脉的储量很少,缺乏必要的运动学数据,导致对活跃RGs的低估。该研究提出了第一个比利牛斯山脉RGs的运动学数据库,将欧洲地面运动服务(EGMS) InSAR数据与机载激光成像探测和测距(LiDAR)数据集以及7年来通过SqueeSAR算法处理的Sentinel-1高分辨率InSAR数据整合在一起。分析的重点是比利牛斯山脉中部的三个火成岩(Panticosa、Cauterets和Neouvielle),将这些技术所得的地表位移率与之前的大地测量结果进行了比较。在比利牛斯山脉共绘制了733个区域划分区,面积为58.9平方公里。73%的地图上的RGs是不活跃的或废弃的,没有地表位移,部分植被。只有13%(96个RGs)仍然活跃,覆盖面积不到10平方公里,主要面向北。另外14%(102个RGs)缺乏InSAR数据,但根据它们的方向、高度和显著的形态特征,它们被认为可能是活跃的。在相对低海拔地区活动的冻土的存在,使朝北和朝南斜坡的永久冻土边界分别在2100 ~ 2600 m之间降低。尽管InSAR在测量南北轴线上的位移方面存在局限性,而且大多数活跃的RGS都面向北方,但根据将LOS位移分解为垂直和水平分量以及LiDAR数据,与冰退化相关的持续沉降和水平移动的减少表明,许多RGS从活跃向残余过渡,标志着永久冻土的快速退化。最后,EGMS已被证明不足以探测比利牛斯山脉缓慢移动的活跃RGs,这是由于长时间积雪期造成的时间去相关,特别是与联合使用SqueeSAR和机载LiDAR数据集相比。EGMS仅检测了89个活跃RGs中的14个的地面信息,提供了不准确的运动学数据,并且将分解的垂直和水平速度低估了四倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Remote Sensing of Environment
Remote Sensing of Environment 环境科学-成像科学与照相技术
CiteScore
25.10
自引率
8.90%
发文量
455
审稿时长
53 days
期刊介绍: Remote Sensing of Environment (RSE) serves the Earth observation community by disseminating results on the theory, science, applications, and technology that contribute to advancing the field of remote sensing. With a thoroughly interdisciplinary approach, RSE encompasses terrestrial, oceanic, and atmospheric sensing. The journal emphasizes biophysical and quantitative approaches to remote sensing at local to global scales, covering a diverse range of applications and techniques. RSE serves as a vital platform for the exchange of knowledge and advancements in the dynamic field of remote sensing.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信