中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
An enhanced index for debris-covered glacier boundary extraction, with emphasis on low-activity glaciers, using time-series SAR imagery

文献类型:期刊论文

作者Shi, Yue2,3; Zhang, Bo3; Yang, Can2,3; Yin, Yongsheng2,3; Fu, Yin3; Wang, Jiao3; Liu, Qiao3; Wang, Xiaowen1
刊名INTERNATIONAL JOURNAL OF DIGITAL EARTH
出版日期2025-12-31
卷号18期号:2页码:19
关键词Debris-covered glaciers Glacier delineation SAR ALOS-2 PALSAR InSAR coherence FACR Tibetan Plateau
ISSN号1753-8947
DOI10.1080/17538947.2025.2588539
英文摘要

Accurate delineation of glacier boundaries is essential for monitoring glacier changes. Debris-covered glaciers often resemble the textures of their surrounding terrain, making boundary extraction especially challenging. Interferometric coherence from Synthetic Aperture Radar (SAR) can help highlight these glaciers by reflecting surface changes. However, because optimal temporal baselines vary with glacier activity, this significantly limits the broader effectiveness of coherence for regional glacier boundary extraction. To address this, we introduce the Feature-based Amplitude Coherence Ratio (FACR), a new index that advances glacier mapping by framing temporal baseline selection as an optimizable feature. Unlike traditional approaches, FACR uses an F-test to automatically identify interferometric pairs that best separate glacier ice from stable terrain. We tested this method on glaciers in the Gyala Peri area of the southeastern Tibetan Plateau, using 14 ALOS-2 PALSAR images. The results show that FACR offers stronger robustness in capturing glacier surface information and achieves higher boundary accuracy (IoU: 0.68, Dice: 0.81) than other indices. FACR therefore provides a practical approach for regional glacier inventories and change detection.

WOS关键词LAND ICE MEASUREMENTS ; CLIMATE-CHANGE ; SUPRAGLACIAL DEBRIS ; COHERENCE ; MOUNTAINS
资助项目Natural Science Foundation of China[42401101] ; the Sichuan Provincial Natural Science Foundation Project[2025ZNSFSC1163] ; National Key Research and Development Program of China[2024YFB2606100] ; the Postdoctoral Fellowship Program of Chinese Postdoctoral Science Foundation[GZB20240721]
WOS研究方向Physical Geography ; Remote Sensing
语种英语
WOS记录号WOS:001628958300001
出版者TAYLOR & FRANCIS LTD
资助机构Natural Science Foundation of China ; the Sichuan Provincial Natural Science Foundation Project ; National Key Research and Development Program of China ; the Postdoctoral Fellowship Program of Chinese Postdoctoral Science Foundation
源URL[http://ir.imde.ac.cn/handle/131551/59334]  
专题成都山地灾害与环境研究所_山地表生过程与生态调控重点实验室
通讯作者Zhang, Bo
作者单位1.Southwest Jiaotong Univ, Sch Earth Sci & Engn, Chengdu, Peoples R China
2.Univ Chinese Acad Sci, Beijing, Peoples R China
3.Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
推荐引用方式
GB/T 7714
Shi, Yue,Zhang, Bo,Yang, Can,et al. An enhanced index for debris-covered glacier boundary extraction, with emphasis on low-activity glaciers, using time-series SAR imagery[J]. INTERNATIONAL JOURNAL OF DIGITAL EARTH,2025,18(2):19.
APA Shi, Yue.,Zhang, Bo.,Yang, Can.,Yin, Yongsheng.,Fu, Yin.,...&Wang, Xiaowen.(2025).An enhanced index for debris-covered glacier boundary extraction, with emphasis on low-activity glaciers, using time-series SAR imagery.INTERNATIONAL JOURNAL OF DIGITAL EARTH,18(2),19.
MLA Shi, Yue,et al."An enhanced index for debris-covered glacier boundary extraction, with emphasis on low-activity glaciers, using time-series SAR imagery".INTERNATIONAL JOURNAL OF DIGITAL EARTH 18.2(2025):19.

入库方式: OAI收割

来源:成都山地灾害与环境研究所

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