基于时序SAR影像的贡巴冰川动态变化监测
Monitoring Dynamics of Gongba Glacier Based on Time Series SAR Images
DOI: 10.12677/gst.2026.143020, PDF,    科研立项经费支持
作者: 荆创利:西南交通大学地球科学与工程学院,四川 成都;四川省地质调查研究院,四川 成都;刘国祥*, 张 瑞:西南交通大学地球科学与工程学院,四川 成都;左明勇:西南交通大学地球科学与工程学院,四川 成都;四川天府新区公园城市建设局,四川 成都;符 茵, 张 波:中国科学院、水利部成都山地灾害与环境研究所,四川 成都;李友兵:四川省地质调查研究院,四川 成都
关键词: 贡巴冰川合成孔径雷达像素偏移追踪冰川运动Gongba Glacier SAR Pixel Offset Tracking Glacier Displacement
摘要: 受全球气候变化的影响,近年来藏东南地区多数冰川退化和物质亏损加剧,运动速度减缓,易引发冰湖溃决、滑坡等地质灾害。本文选取位于横断山中段贡嘎山西坡的贡巴冰川作为典型研究区域,使用2007年至2018年间获取的28景ALOS PALSAR-1和ALOS PALSAR-2系列L波段SAR影像集,基于Stacking-POT方法开展大、小贡巴冰川位移场时序监测和分析,首次系统揭示了贡巴冰川位移速率的空间分布特征和时间变化规律。监测结果表明,贡巴冰川位移速率受地形坡度较缓的影响位移速率相对缓慢,大贡巴冰川粒雪盆和冰瀑区速度最快达到0.25 m/d,消融区内运动速率最快约0.10 m/d,而冰舌末端冰川相对稳定位移速率低于0.01 m/d。通过对比贡巴冰川地形坡度分布,贡巴冰川的运动速率分布和地形存在较高的相关性,冰川位移速率基本随坡度的增加而增大。此外,在年际变化方面,通过对比2007年至2018年间冰川运动速率变化,贡巴冰川减速平均值约0.005 m/d,平均减速率达到了4.21%/a。冰川的减速往往意味着冰川的物质亏损,冰川的持续退化,会导致所引发的次生灾害频率随之增高,本文的研究可为冰川的退化评估及其次生灾害监测提供数据和技术支持。
Abstract: Most glaciers in southern Tibet in recent years have been deteriorating losses of material and movement slow down affected by global climate change, which has caused the geological disasters such as glacial lake outbursts and landslides. This paper selects the Gongba Glacier located on the west slope of Gongga Mountain as a typical research area, by using 28 SAR images acquired by ALOS PALSAR serial satellites from 2007 to 2018 to carry out the time series monitoring and analysis of glacier displacement by Stacking-POT method. The results showed that the displacement velocities of the Gongba Glacier were affected by the slower slope of the terrain. The maximum speed of the Dagongba Glacier Basin and Icefall Area is 0.25 m/d, while the movement rate in the ice tongue is less than 0.10 m/d. By comparing the topographic slope distribution of Gongba glacier, there is a high correlation between the movement rate distribution of Gongba glacier and the terrain, and the displacement increases with the slope. In addition, in terms of interannual variation, the average deceleration of the Gongba Glacier is about 0.005 m/d, and the average deceleration rate reaches 4.21%/a. This paper also supports relevant data for glacial degradation and cryosphere research.
文章引用:荆创利, 刘国祥, 左明勇, 符茵, 李友兵, 张波, 张瑞. 基于时序SAR影像的贡巴冰川动态变化监测[J]. 测绘科学技术, 2026, 14(3): 202-214. https://doi.org/10.12677/gst.2026.143020

参考文献

[1] Sakai, A. and Fujita, K. (2017) Contrasting Glacier Responses to Recent Climate Change in High-Mountain Asia. Scientific Reports, 7, Article No. 13717. [Google Scholar] [CrossRef] [PubMed]
[2] Dehecq, A., Gourmelen, N., Gardner, A.S., Brun, F., Goldberg, D., Nienow, P.W., et al. (2019) Twenty-First Century Glacier Slowdown Driven by Mass Loss in High Mountain Asia. Nature Geoscience, 12, 22-27. [Google Scholar] [CrossRef
[3] Brun, F., Berthier, E., Wagnon, P., Kääb, A. and Treichler, D. (2017) A Spatially Resolved Estimate of High Mountain Asia Glacier Mass Balances from 2000 to 2016. Nature Geoscience, 10, 668-673. [Google Scholar] [CrossRef] [PubMed]
[4] Stocker, T.F., Qin, D., Plattner, G.K., et al. (2013) Climate Change 2013: The Physical Science Basis. Cambridge University Press.
[5] Wang, W., Yao, T., Gao, Y., Yang, X. and Kattel, D.B. (2011) A First-Order Method to Identify Potentially Dangerous Glacial Lakes in a Region of the Southeastern Plateau. Mountain Research and Development, 31, 122-130. [Google Scholar] [CrossRef
[6] Wang, W., Yao, T. and Yang, X. (2011) Variations of Glacial Lakes and Glaciers in the Boshula Mountain Range, Southeast, from the 1970s to 2009. Annals of Glaciology, 52, 9-17. [Google Scholar] [CrossRef
[7] Berthier, E., Vadon, H., Baratoux, D., Arnaud, Y., Vincent, C., Feigl, K.L., et al. (2005) Surface Motion of Mountain Glaciers Derived from Satellite Optical Imagery. Remote Sensing of Environment, 95, 14-28. [Google Scholar] [CrossRef
[8] Scherler, D., Leprince, S. and Strecker, M.R. (2008) Glacier-Surface Velocities in Alpine Terrain from Optical Satellite Imagery—Accuracy Improvement and Quality Assessment. Remote Sensing of Environment, 112, 3806-3819. [Google Scholar] [CrossRef
[9] Dehecq, A., Gourmelen, N. and Trouve, E. (2015) Deriving Large-Scale Glacier Velocities from a Complete Satellite Archive: Application to the Pamir-Karakoram-Himalaya. Remote Sensing of Environment, 162, 55-66. [Google Scholar] [CrossRef
[10] Du, J.K., He, Y.Q., Li, S., et al. (2015) Mass Balance of a Typical Monsoonal Temperate Glacier in Hengduan Mountains Region. Acta Geographica Sinica, 70, 1415-1422.
[11] Shi, Y.F. and Liu, S.Y. (2000) Estimation on the Response of Glaciers in China to the Global Warming in the 21st Century. Chinese Science Bulletin, 45, 668-672. [Google Scholar] [CrossRef
[12] Braithwaite, R.J. and Zhang, Y. (2000) Sensitivity of Mass Balance of Five Swiss Glaciers to Temperature Changes Assessed by Tuning a Degree-Day Model. Journal of Glaciology, 46, 7-14. [Google Scholar] [CrossRef
[13] Su, Z., Song, G.P. and Cao, Z.T. (1996) Maritime Characteristics of Hailuogou Glacier in the Gongga Mountains. Journal of Glaciology and Geocryology, 18, 51-59.
[14] Kenyi, L.W. and Kaufmann, V. (2003) Estimation of Rock Glacier Surface Deformation Using Sar Interferometry Data. IEEE Transactions on Geoscience and Remote Sensing, 41, 1512-1515. [Google Scholar] [CrossRef
[15] Liu, L., Millar, C.I., Westfall, R.D. and Zebker, H.A. (2013) Surface Motion of Active Rock Glaciers in the Sierra Nevada, California, USA: Inventory and a Case Study Using InSAR. The Cryosphere, 7, 1109-1119. [Google Scholar] [CrossRef
[16] Wang, X.W., Liu, L., Zhao, L., et al. (2017) Mapping and Inventorying Active Rock Glaciers in the Northern Tien Shan (China) Using Satellite SAR Interferometry. The Cryosphere, 2017, 1-36.
[17] Berardino, P., Fornaro, G., Lanari, R. and Sansosti, E. (2002) A New Algorithm for Surface Deformation Monitoring Based on Small Baseline Differential SAR Interferograms. IEEE Transactions on Geoscience and Remote Sensing, 40, 2375-2383. [Google Scholar] [CrossRef
[18] Liu, S.Y., Yao, X.J., Guo, W.Q., et al. (2015) The Contemporary Glaciers in China Based on the Second Chinese Glacier Inventory. Acta Geographica Sinica, 70, 3-16.
[19] Strozzi, T., Luckman, A., Murray, T., Wegmuller, U. and Werner, C.L. (2002) Glacier Motion Estimation Using SAR Offset-Tracking Procedures. IEEE Transactions on Geoscience and Remote Sensing, 40, 2384-2391. [Google Scholar] [CrossRef
[20] Strozzi, T., Kouraev, A., Wiesmann, A., Wegmüller, U., Sharov, A. and Werner, C. (2008) Estimation of Arctic Glacier Motion with Satellite L-Band SAR Data. Remote Sensing of Environment, 112, 636-645. [Google Scholar] [CrossRef
[21] Fu, Y., Zhang, B., Liu, G., Zhang, R., Liu, Q. and Ye, Y. (2022) An Optical Flow SBAS Technique for Glacier Surface Velocity Extraction Using SAR Images. IEEE Geoscience and Remote Sensing Letters, 19, 1-5. [Google Scholar] [CrossRef
[22] Su, Z. (1992) The Condition of Development and Distributed Characteristic of the Mt. Gongga Glacier. Journal of Glaciology and Geocryology, 15, 551-558.
[23] Zhang, N.N., He, Y.Q., Duan, K.Q., et al. (2008) Changes of Gongba Glacier in the West Slope of Mt. Gongga during the Past 25 Years. Journal of Glaciology and Geocryology, 30, 380-382.
[24] Kang, J.C. (1989) The Characteristics and Forming Process of Glacial Peripheral Moraines at Gongba Glaciers in Mt. Gonngga. Journal of Glaciology and Geocryology, 2, 172-176+193.
[25] Li, J.J. and Su, Z. (1996) Glacier in Hengduan Mountains. Science Press.
[26] Pathier, E., Fielding, E.J., Wright, T.J., Walker, R., Parsons, B.E. and Hensley, S. (2006) Displacement Field and Slip Distribution of the 2005 Kashmir Earthquake from SAR Imagery. Geophysical Research Letters, 33, L20310. [Google Scholar] [CrossRef
[27] Liu, Y.H., Qu, C.Y. and Shan, X.J. (2012) Two-Dimensional Displacement Field of the Wenchuan Earthquake Inferred from SAR Intensity Offset-Tacking. Chinese Journal of Geophysics, 55, 3296-3306.
[28] Shi, X., Zhang, L., Balz, T. and Liao, M. (2015) Landslide Deformation Monitoring Using Point-Like Target Offset Tracking with Multi-Mode High-Resolution TerraSAR-X Data. ISPRS Journal of Photogrammetry and Remote Sensing, 105, 128-140. [Google Scholar] [CrossRef
[29] Chen, Q., Luo, R., Yang, Y.H., et al. (2015) Method and Accuracy of Extracting Surface Deformation Field from SAR Image Coregistration. Acta Geodaetica et Cartographica Sinica, 44, 301-308.
[30] Cavalié, O., Lasserre, C., Doin, M.P., et al. (2008) Measurement of Interseismic Strain across the Haiyuan Fault (Gansu, China), by InSAR. Earth and Planetary Science Letters, 275, 246-257. [Google Scholar] [CrossRef