Skip to main content

Advertisement

Log in

Analyzing the triggering factors of glacial lake outburst floods with SAR and optical images: a case study in Jinweng Co, Tibet, China

  • Recent Landslides
  • Published:
Landslides Aims and scope Submit manuscript

Abstract

On June 25, 2020, Jinweng Co in Yiga, Tibet, experienced an outburst flood that resulted in catastrophic damage to farmland and roads. The complex causal factors for glacial lake outburst flooding (GLOF) are not fully understood. This paper provides a systematic analysis of the contributing factors leading to the GLOF disaster in terms of meteorological triggering, glacial activity, lake expansion, landslide, and glacial collapse. The analysis is based on multi-source remote sensing approaches. Pixel offset tracking of Sentinel-1 images shows changes in the glacier flow velocity from 2017 to 2020. Sentinel-2 and Landsat-8 images and inventory data have revealed the expansion of the lake since 1998. The satellite precipitation measurements revealed that the highest daily rainfall in recent years occurred approximately 4 days before the GLOF. Time series synthetic aperture radar (SAR) backscattering images and interferograms suggest that a landslide had occurred from the western lateral moraine into the lake. Additionally, SAR images suggest possible ice collapse from the glacier tongue into the lake. The causal mechanism for the June 2020 GLOF event was likely the dam failure triggered by heavy rainfall and combined with landslides and ice collapses. Our research can provide a reference to identify and mitigate glacial lake outburst disasters in mountainous regions based on satellite optical and radar images.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Source: Guoxiong Zheng (used with permission)

Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

References 

  • Allen SK, Rastner P, Arora M, Huggel C, Stoffel M (2016) Lake outburst and debris flow disaster at Kedarnath, June 2013: hydrometeorological triggering and topographic predisposition. Landslides 13:1479–1491

    Article  Google Scholar 

  • Bazai NA, Cui P, Carling PA, Wang H, Hassan J, Liu DZ, Zhang, GT, Jin W (2021) Increasing glacial lake outburst flood hazard in response to surge glaciers in the Karakoram. Earth Sci Rev 212

  • Casu F, Manconi A, Pepe A, Lanari R (2011) Deformation time-series generation in areas characterized by large displacement dynamics. The SAR Amplitude Pixel-Offset SBAS Technique. IEEE Trans Geosci Remote Sens 49:2752–2763

    Article  Google Scholar 

  • Chiarle M, Iannotti S, Mortara G, Deline P (2007) Recent debris flow occurrences associated with glaciers in the Alps. Global Planet Change 56(1/2):123–136

    Article  Google Scholar 

  • Clague JJ, Evans SG (2000) A review of catastrophic drainage of moraine-dammed lakes in British Columbia. Quat Sci Rev 19:1763–1783

    Article  Google Scholar 

  • Ding Y (2013) Chinese climate. Sci Press (In Chinese)

  • Emmer A, Cochachin A (2013a) The causes and mechanisms of moraine-dammed lake failures in the Cordillera Blanca, North American Cordillera, and Himalayas. AUC Geographica 48(2):5–15

    Article  Google Scholar 

  • Emmer A, Vilímek V (2013b) Lake and breach hazard assessment for moraine-dammed lakes: an example from the Cordillera Blanca (Peru). Nat Hazard 13(6):1551–1565

    Article  Google Scholar 

  • Emmer A (2017) Glacier retreat and glacial lake outburst floods (GLOFs). In Oxford Res Encyclo Nat Haz Sci

  • Evans SG, Clague JJ (1994) Recent climatic change and catastrophic geomorphic processes in mountain environments. In Geomorphol Nat Haz pp 107–128. Elsevier

  • Fujita K, Sakai A, Takenaka S, Nuimura T, Surazakov AB, Sawagaki T, Yamanokuchi T (2013) Potential flood volume of Himalayan glacial lakes. Nat Hazards Earth Syst Sci 13:1827–1839

    Article  Google Scholar 

  • Gomez R, Arigony NJ, De SA (2019) Ice dynamics of union glacier from SAR offset tracking. Global Planet Change 174:1–15

    Article  Google Scholar 

  • Haeberli W, Kääb A, Muhll DV, Teysseire P (2001) Prevention of outburst floods from periglacial lakes at Grubengletscher, Valais, Swiss Alps. J Glaciol 47:111–122

    Article  Google Scholar 

  • Haeberli W, Kääb A, Paul F, Chiarle M, Mortara G, Mazza A, Deline P, Richardson SD (2002) A surge-type movement at Ghiacciaio del Belvedere and a developing slope instability in the east face of Monta Rosa, Macugnaga. Italian Alps Nor J Geogr 56:104–111

    Google Scholar 

  • Hu K, Zhang X, You Y (2019a) Landslides and dammed lakes triggered by the 2017 Ms6. 9 Milin earthquake in the Tsangpo gorge. Landslides 16:993–1001

    Article  Google Scholar 

  • Kääb A, Jacquemart M, Gilbert A, Leinss S, Girod L, Huggel C, Falaschi D, Ugalde F, Petrakov D, Chernomorets S, Dokukin M, Paul F, Gascoin S, Berthier E, Karge JS (2021) Sudden large-volume detachments of low-angle mountain glaciers more frequent than thought? The Cryosphere 15:1751–1785

    Article  Google Scholar 

  • Kim JW, Lu Z, Gutenberg L, Zhu Z (2017) Characterizing hydrologic changes of the Great Dismal Swamp using SAR/InSAR. Remote Sens Environ 198:187–202

    Article  Google Scholar 

  • Kobayashi T, Takada T, Furuya M, Murakami M (2009) Locations and types of ruptures involved in the 2008 Sichuan earthquake inferred from SAR image matching. Geophys Res Lett 36:L07302

    Google Scholar 

  • Li J, Li Z, Wu L, Xu B, Hu J, Zhou Y, Miao Z (2018) Deriving a time series of 3D glacier motion to investigate interactions of a large mountain glacial system with its glacial lake: use of synthetic aperture radar pixel offset-small baseline subset technique. J Hydrol 559:596–608

    Article  Google Scholar 

  • Li S, Li D, Zhang G (2009) The climatic characteristics of vapor transportation in rainy season of the origin area of three rivers in Qinghai-Xizang Plateau. Acta Meteor Sin 67(4):591–598 (In Chinese)

    Google Scholar 

  • Liu X, Zhao C, Zhang Q, Lu Z, Li Z (2020) Deformation of the Baige landslide, Tibet, China, revealed through the integration of cross‐platform ALOS/PALSAR‐1 and ALOS/PALSAR‐2 SAR observations. Geophys Res Lett 47:e2019GL086142. https://doi.org/10.1029/2019GL086142

  • Lu Z, Kim JW (2021) A framework for studying hydrology-driven landslide hazards in northwestern US using satellite InSAR, precipitation and soil moisture observations: early results and future directions. GeoHazards 2:17–40

    Article  Google Scholar 

  • Lu Z, Meyer DJ (2002) Study of high SAR backscattering caused by an increase of soil moisture over a sparsely vegetated area: implications for characteristics of backscattering. Int J Remote Sens 23(6):1063–1074

    Article  Google Scholar 

  • Lu Z, Wicks C, Dzurisin D, Power J, Thatcher W, Masterlark T (2003) Interferometric Synthetic Aperture Radar Studies of Alaska Volcanoes: Earth Observation Magazine (EOM) 12(3):8–18

    Google Scholar 

  • Ma Y, Xu N, Liu Z, Yang B, Yang, F, Wang, X, Li S (2020) Satellite-derived bathymetry using the ICESat-2 lidar and Sentinel-2 imagery datasets. Rem Sens Environ 250

  • Nadim F, Kjekstad O, Peduzzi P, Herold C, Jaedicke C (2006) Global landslide and avalanche hotspots. Landslides 3:159–173

    Article  Google Scholar 

  • O’Connor JE, Hardison JH, Costa JE (2001) Debris flows from failures of Neoglacial-Age moraine dams in the Three Sisters and Mount Jefferson wilderness areas, Oregon. Geolog Surv Prof Paper 1606

  • Pritchard H, Murray T, Luckman A, Strozzi T, Barr S (2005) Glacier surge dynamics of Sortebræ, east Greenland, from synthetic aperture radar feature tracking. J Geophys Res 110:F03005

    Google Scholar 

  • Richardson SD, Reynolds JM (2000) An overview of glacial hazards in the Himalayas. Quatern Int 65:31–47

    Article  Google Scholar 

  • Sansosti E, Berardino P, Manunta M, Serafino F, Fornaro G (2006) Geometrical SAR image registration. IEEE Trans Geosci Remote Sens 44:2861–2870

    Article  Google Scholar 

  • Satyabala SP (2016) Spatiotemporal variations in surface velocity of the Gangotri glacier, Garhwal Himalaya, India: study using synthetic aperture radar data. Rem Sens Environ 181:151–161

  • Skofronick JG (2017) The Global Precipitation Measurement (GPM) Mission for Science and Society. Bull Am Meteorol Soc 98:1679–1695

    Article  Google Scholar 

  • Strozzi T, Delaloye R, Kääb A, Ambrosi C, Perruchoud E, Wegmüller U (2010) Combined observations of rock mass movements using satellite SAR interferometry, differential GPS, airborne digital photogrammetry, and airborne photography interpretation. J Geophys Res 115:10–14

    Google Scholar 

  • Strozzi T, Luckman A, Murray T, Wegmüller U, Werner C (2002) Glacier motion estimation using SAR offset-tracking procedures. IEEE Trans Geosci Remote Sens 40(11):2384–2391

    Article  Google Scholar 

  • Wang S, Che Y, Ma X (2020a) Integrated risk assessment of glacier lake outburst flood (GLOF) disaster over the Qinghai-Tibetan Plateau (QTP). Landslides

  • Wang W, Yang J, Wang Y (2020b) Dynamic processes of 2018 Sedongpu landslide in Namcha Barwa-Gyala Peri massif revealed by broadband seismic records. Landslides 17(2):409–418

    Article  Google Scholar 

  • Wang X (2015). Inventory data of glacial lake in west China. Nat Tibetan Plateau Data Cent

  • Wegmuller U, Werner C, Strozzi T (1998) SAR interferometric and differential interferometric processing chain. Sensing and Managing the Environment. In: 1998 IEEE International Geoscience and Remote Sensing. Sympos Proceed pp 1–4

  • Werner C, Wegmuller U (2000) GAMMA SAR processor and interferometric software. European Space Agency 414:1687–1692

    Google Scholar 

  • Worni R, Stoffel M, Huggel C, Volz C, Casteller A, Luckman B (2012) Analysis and dynamic modeling of a moraine failure and glacier lake outburst flood at Ventisquero Negro, Patagonian Andes (Argentina). J Hydrol 444:134–145

    Article  Google Scholar 

  • Yamada T (1998) Glacier lake and its outburst flood in the Nepal Himalaya. Japanese Society of Snow and Ice, Tokyo

    Google Scholar 

  • Yang LY, Zhao CY, Lu Z, Yang CS, Zhang Q (2020) Three-Dimensional Time Series Movement of the Cuolangma Glaciers, Southern Tibet with Sentinel-1 Imagery. Rem Sens 12:3466

    Article  Google Scholar 

  • You L, Yang J (2013) Chinese Geomorphology. Science Press (In Chinese)

  • You Q, Min J, Kang S (2016) Rapid warming in the Tibetan Plateau from observations and CMIP5 models in recent decades. Int J Climatology 36:2660–2670

    Article  Google Scholar 

  • Zheng G, Bao A, Allen S, Ballesteros-Cá novas J, Yuan Y, Jiapaer G, Stoffel M (2021) Numerous unreported glacial lake outburst floods in the Third Pole revealed by high-resolution satellite data and geomorphological evidence. Sci Bull

  • Zribi M, Dechambre M (2017) A new empirical model to retrieve soil moisture and roughness from c-band radar data. Remote Sens Environ 84(1):42–52

    Article  Google Scholar 

Download references

Acknowledgements

Sentinel-1/2 data were provided by the Sentinel Scientific Data Hub of the European Space Agency (ESA). Landsat-8 data were acquired using the Geospatial Data Cloud (http://www.gscloud.cn/). Lake inventory data were obtained from the National Tibetan Plateau Data Center (TPDC) (https://data.tpdc.ac.cn). We thank the editor and anonymous reviewers for their helpful suggestions and Zheng Guoxiong for providing the photos used in this investigation.

Funding

This research was funded by the Scientific Innovation Practice Project of Postgraduates of Chang’an University (Grants No. 300103714010, 300203211263) and the Shuler-Foscue Endowment at Southern Methodist University.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Zhong Lu.

Ethics declarations

Conflict of interest

The authors declare no competing interests.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yang, L., Lu, Z., Zhao, C. et al. Analyzing the triggering factors of glacial lake outburst floods with SAR and optical images: a case study in Jinweng Co, Tibet, China. Landslides 19, 855–864 (2022). https://doi.org/10.1007/s10346-021-01831-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10346-021-01831-1

Keywords

Navigation