Deriving Ice Motion Patterns in Mountainous Regions by Integrating the Intensity-Based Pixel-Tracking and Phase-Based D-InSAR and MAI Approaches: A Case Study of the Chongce Glacier

As a sensitive indicator of climate change, mountain glacier dynamics are of great concern, but the ice motion pattern of an entire glacier surface cannot be accurately and efficiently generated by the use of only phase-based or intensity-based methods with synthetic aperture radar (SAR) imagery. To...

Full description

Bibliographic Details
Main Authors: Shiyong Yan, Zhixing Ruan, Guang Liu, Kazhong Deng, Mingyang Lv, Zbigniew Perski
Format: Article
Language:English
Published: MDPI AG 2016-07-01
Series:Remote Sensing
Subjects:
Online Access:http://www.mdpi.com/2072-4292/8/7/611
id doaj-b5d737618181448ebaeeb55f18c78f85
record_format Article
spelling doaj-b5d737618181448ebaeeb55f18c78f852020-11-24T22:47:15ZengMDPI AGRemote Sensing2072-42922016-07-018761110.3390/rs8070611rs8070611Deriving Ice Motion Patterns in Mountainous Regions by Integrating the Intensity-Based Pixel-Tracking and Phase-Based D-InSAR and MAI Approaches: A Case Study of the Chongce GlacierShiyong Yan0Zhixing Ruan1Guang Liu2Kazhong Deng3Mingyang Lv4Zbigniew Perski5Jiangsu Key Laboratory of Resources and Environmental Engineering, School of Environment Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221116, ChinaKey Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100094, ChinaKey Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100094, ChinaJiangsu Key Laboratory of Resources and Environmental Engineering, School of Environment Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221116, ChinaKey Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100094, ChinaPolish Geological Institute—National Research Institute, Carpathian Branch, Cracow 31560, PolandAs a sensitive indicator of climate change, mountain glacier dynamics are of great concern, but the ice motion pattern of an entire glacier surface cannot be accurately and efficiently generated by the use of only phase-based or intensity-based methods with synthetic aperture radar (SAR) imagery. To derive the ice movement of the whole glacier surface with a high accuracy, an integrated approach combining differential interferometric SAR (D-InSAR), multi-aperture interferometry (MAI), and a pixel-tracking (PT) method is proposed, which could fully exploit the phase and intensity information recorded by the SAR sensor. The Chongce Glacier surface flow field is estimated with the proposed integrated approach. Compared with the traditional SAR-based methods, the proposed approach can determine the ice motion over a widely varying range of ice velocities with a relatively high accuracy. Its capability is proved by the detailed ice displacement pattern with the average accuracy of 0.2 m covering the entire Chongce Glacier surface, which shows a maximum ice movement of 4.9 m over 46 days. Furthermore, it is shown that the ice is in a quiescent state in the downstream part of the glacier. Therefore, the integrated approach presented in this paper could present us with a novel way to comprehensively and accurately understand glacier dynamics by overcoming the incoherence phenomenon, and has great potential for glaciology study.http://www.mdpi.com/2072-4292/8/7/611D-InSARmultiple-aperture interferometrypixel trackingintegrated strategyice motion fieldentire glacier surface
collection DOAJ
language English
format Article
sources DOAJ
author Shiyong Yan
Zhixing Ruan
Guang Liu
Kazhong Deng
Mingyang Lv
Zbigniew Perski
spellingShingle Shiyong Yan
Zhixing Ruan
Guang Liu
Kazhong Deng
Mingyang Lv
Zbigniew Perski
Deriving Ice Motion Patterns in Mountainous Regions by Integrating the Intensity-Based Pixel-Tracking and Phase-Based D-InSAR and MAI Approaches: A Case Study of the Chongce Glacier
Remote Sensing
D-InSAR
multiple-aperture interferometry
pixel tracking
integrated strategy
ice motion field
entire glacier surface
author_facet Shiyong Yan
Zhixing Ruan
Guang Liu
Kazhong Deng
Mingyang Lv
Zbigniew Perski
author_sort Shiyong Yan
title Deriving Ice Motion Patterns in Mountainous Regions by Integrating the Intensity-Based Pixel-Tracking and Phase-Based D-InSAR and MAI Approaches: A Case Study of the Chongce Glacier
title_short Deriving Ice Motion Patterns in Mountainous Regions by Integrating the Intensity-Based Pixel-Tracking and Phase-Based D-InSAR and MAI Approaches: A Case Study of the Chongce Glacier
title_full Deriving Ice Motion Patterns in Mountainous Regions by Integrating the Intensity-Based Pixel-Tracking and Phase-Based D-InSAR and MAI Approaches: A Case Study of the Chongce Glacier
title_fullStr Deriving Ice Motion Patterns in Mountainous Regions by Integrating the Intensity-Based Pixel-Tracking and Phase-Based D-InSAR and MAI Approaches: A Case Study of the Chongce Glacier
title_full_unstemmed Deriving Ice Motion Patterns in Mountainous Regions by Integrating the Intensity-Based Pixel-Tracking and Phase-Based D-InSAR and MAI Approaches: A Case Study of the Chongce Glacier
title_sort deriving ice motion patterns in mountainous regions by integrating the intensity-based pixel-tracking and phase-based d-insar and mai approaches: a case study of the chongce glacier
publisher MDPI AG
series Remote Sensing
issn 2072-4292
publishDate 2016-07-01
description As a sensitive indicator of climate change, mountain glacier dynamics are of great concern, but the ice motion pattern of an entire glacier surface cannot be accurately and efficiently generated by the use of only phase-based or intensity-based methods with synthetic aperture radar (SAR) imagery. To derive the ice movement of the whole glacier surface with a high accuracy, an integrated approach combining differential interferometric SAR (D-InSAR), multi-aperture interferometry (MAI), and a pixel-tracking (PT) method is proposed, which could fully exploit the phase and intensity information recorded by the SAR sensor. The Chongce Glacier surface flow field is estimated with the proposed integrated approach. Compared with the traditional SAR-based methods, the proposed approach can determine the ice motion over a widely varying range of ice velocities with a relatively high accuracy. Its capability is proved by the detailed ice displacement pattern with the average accuracy of 0.2 m covering the entire Chongce Glacier surface, which shows a maximum ice movement of 4.9 m over 46 days. Furthermore, it is shown that the ice is in a quiescent state in the downstream part of the glacier. Therefore, the integrated approach presented in this paper could present us with a novel way to comprehensively and accurately understand glacier dynamics by overcoming the incoherence phenomenon, and has great potential for glaciology study.
topic D-InSAR
multiple-aperture interferometry
pixel tracking
integrated strategy
ice motion field
entire glacier surface
url http://www.mdpi.com/2072-4292/8/7/611
work_keys_str_mv AT shiyongyan derivingicemotionpatternsinmountainousregionsbyintegratingtheintensitybasedpixeltrackingandphasebaseddinsarandmaiapproachesacasestudyofthechongceglacier
AT zhixingruan derivingicemotionpatternsinmountainousregionsbyintegratingtheintensitybasedpixeltrackingandphasebaseddinsarandmaiapproachesacasestudyofthechongceglacier
AT guangliu derivingicemotionpatternsinmountainousregionsbyintegratingtheintensitybasedpixeltrackingandphasebaseddinsarandmaiapproachesacasestudyofthechongceglacier
AT kazhongdeng derivingicemotionpatternsinmountainousregionsbyintegratingtheintensitybasedpixeltrackingandphasebaseddinsarandmaiapproachesacasestudyofthechongceglacier
AT mingyanglv derivingicemotionpatternsinmountainousregionsbyintegratingtheintensitybasedpixeltrackingandphasebaseddinsarandmaiapproachesacasestudyofthechongceglacier
AT zbigniewperski derivingicemotionpatternsinmountainousregionsbyintegratingtheintensitybasedpixeltrackingandphasebaseddinsarandmaiapproachesacasestudyofthechongceglacier
_version_ 1725682298776453120