High-Resolution Detection of Periglacial Landforms Deformation Using Radarsat-2 and GF-7 Stereo Optical Imagery

被引:0
|
作者
Zhang, Xuefei [1 ]
Feng, Min [2 ,3 ]
Li, Tao [1 ]
Chen, Jiyi [1 ]
Jiang, Decai [2 ]
Xu, Jinhao [2 ]
Yan, Dezhao [2 ]
Zhou, Xiaoqing [1 ]
Zhang, Xiang [1 ]
Lu, Jing [1 ]
机构
[1] Minist Nat Resources, Land Satellite Remote Sensing Applicat Ctr, Beijing 100048, Peoples R China
[2] Chinese Acad Sci, Natl Tibetan Plateau Data Ctr, Inst Tibetan Plateau Res, State Key Lab Tibetan Plateau Earth Syst Environm, Beijing 100045, Peoples R China
[3] Qinghai Normal Univ, Acad Plateau Sci & Sustainabil, Xining 810008, Peoples R China
基金
国家重点研发计划;
关键词
Rocks; Glaciers; Deformation; Optical sensors; Optical imaging; Monitoring; Satellites; multitemporal InSAR (MT-InSAR); periglacial landforms; rock glacier; talus; ACTIVE ROCK GLACIERS; SLOPE MOVEMENTS; INVENTORY;
D O I
10.1109/JSTARS.2024.3407791
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In cold mountain environments, rock glaciers and talus represent common periglacial landforms. Accurate monitoring of their activity is crucial for understanding alpine kinematics. Presently, spaceborne SAR satellites monitor periglacial landform deformations mainly utilizing medium-resolution data. However, capturing surface structure deformations accurately and comprehending the movement mechanisms remain challenging. This study employs high-resolution GF-7 optical stereo images and Radarsat-2 SAR data, introducing a multibaseline persistent scatterer and distributed scatterer combined multitemporal InSAR (MT-InSAR) method to identify rock glaciers and talus landforms, as well as to analyze their deformations. Initially, rock glaciers and talus are outlined using GF-7 optical images, and digital surface models are extracted. The developed MT-InSAR method then detects the line of sight and slope-parallel deformations of these landforms. Radarsat-2 monitoring reveals that 47.5% of identified rock glaciers are classified as active, while talus deformations are less active compared to rock glaciers. By utilizing high-resolution optical and SAR satellite data, we first documented the intricate deformation features within standard rock glaciers, such as the front, lateral margins, and optionally ridge-and-furrow deformations, as well as their interaction with the surrounding terrain topography. This discovery offers evidence of gravity-driven forces impacting rock glacier movement. We have also conducted a deformation analysis of the talus, obtaining spatial deformation characteristics of typical talus. It was observed that the deformation of the talus is jointly influenced by the conditions of surface debris cover and the slope of the terrain. This study highlights the value of high-resolution optical and SAR satellites in studying periglacial geomorphology dynamics.
引用
收藏
页码:10862 / 10876
页数:15
相关论文
共 50 条
  • [21] Mapping Debris-Covered Glaciers Using High-Resolution Imagery (GF-2) and Deep Learning Algorithms
    Yang, Xin
    Xie, Fuming
    Liu, Shiyin
    Zhu, Yu
    Fan, Jinghui
    Zhao, Hongli
    Fu, Yuying
    Duan, Yunpeng
    Fu, Rong
    Guo, Siyang
    REMOTE SENSING, 2024, 16 (12)
  • [22] Stereo-mate generation of high-resolution satellite imagery using a parallel projection model
    Chang, Howook
    Yu, Kiyun
    Joo, Hyunseung
    Kim, Yongil
    Kim, Hyejin
    Choi, Jaewan
    Han, Dong Yeob
    Eo, Yang Dam
    CANADIAN JOURNAL OF REMOTE SENSING, 2008, 34 (02) : 57 - 67
  • [23] Stereo-mate generation of high-resolution satellite imagery using a parallel projection model
    Chang, Howook
    Yu, Kiyun
    Joo, Hyunseung
    Kim, Yongil
    Kim, Hyejin
    Choi, Jaewan
    Han, Dong Yeob
    Eo, Yang Dam
    Canadian Journal of Remote Sensing, 2008, 34 (1-2) : 57 - 67
  • [24] Retrieving High-Resolution Aerosol Optical Depth from GF-4 PMS Imagery in Eastern China
    Sun, Zhendong
    Wei, Jing
    Zhang, Ning
    He, Yulong
    Sun, Yu
    Liu, Xirong
    Yu, Huiyong
    Sun, Lin
    REMOTE SENSING, 2021, 13 (18)
  • [25] HIGH-RESOLUTION SOIL MOISTURE MAPPING USING OPERATIONAL OPTICAL SATELLITE IMAGERY
    Hendrickx, Jan M. H.
    Harrison, J. Bruce J.
    Borchers, Brian
    Rodriguez-Marin, Graciela
    Howington, Stacy
    Ballard, Jerry
    DETECTION AND SENSING OF MINES, EXPLOSIVE OBJECTS, AND OBSCURED TARGETS XV, 2010, 7664
  • [26] Earthquake damage identification using multitemporal high-resolution optical satellite imagery
    Rathje, EM
    Woo, KS
    Crawford, M
    Neuenschwander, A
    IGARSS 2005: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-8, PROCEEDINGS, 2005, : 5045 - 5048
  • [27] Research on Building Target Detection Based on High-Resolution Optical Remote Sensing Imagery
    Mei, Yong
    Chen, Hao
    Yang, Shuting
    ALGORITHMS, 2021, 14 (10)
  • [28] A Morphological Building Detection Framework for High-Resolution Optical Imagery Over Urban Areas
    Zhang, Qian
    Huang, Xin
    Zhang, Guixu
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2016, 13 (09) : 1388 - 1392
  • [29] Chimney detection and size estimation from high-resolution optical satellite imagery using deep learning models
    Park, Che-Won
    Jung, Hyung-Sup
    Lee, Won-Jin
    Lee, Kwang-Jae
    Oh, Kwan-Young
    Won, Joong-Sun
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2025, 139
  • [30] Detection and spatiotemporal analysis of methane ebullition on thermokarst lake ice using high-resolution optical aerial imagery
    Lindgren, P. R.
    Grosse, G.
    Anthony, K. M. Walter
    Meyer, F. J.
    BIOGEOSCIENCES, 2016, 13 (01) : 27 - 44