Identification of potentially dangerous glacial lakes in the northern Tien Shan

Like in many other parts of the world, the glaciers in northern Tien Shan are receding, and the permafrost is thawing. Concomitantly, glacial lakes are developing. Historically, outbursts of these glacial lakes have resulted in severe hazards for infrastructures and livelihood. Multi-temporal space imageries are an ideal means to study and monitor glaciers and glacial lakes over large areas. Geomorphometric analysis and modelling allows to estimate the potential danger for glacial lake outburst floods (GLOFs). This paper presents a comprehensive approach by coupling of remote sensing, geomorphometric analyses aided with GIS modelling for the identification of potentially dangerous glacial lakes. We suggest a classification scheme based on an additive ratio scale in order to prioritise sites for detailed investigations. The identification and monitoring of glacial lakes was carried out semi-automatically using band ratioing and the normalised difference water index (NDWI) based on multi-temporal space imagery from the years 1971 to 2008 using Corona, ASTER and Landsat data. The results were manually edited when required. The probability of the growth of a glacial lake was estimated by analysing glacier changes, glacier motion and slope analysis. A permafrost model was developed based on geomorphometric parameters, solar radiation and regionalised temperature conditions which permitted to assess the influence of potential permafrost thawing. Finally, a GIS-based model was applied to simulate the possibly affected area of lake outbursts. The findings of this study indicate an increasing number and area of glacial lakes in the northern Tien Shan region. We identified several lakes with a medium to high potential for an outburst after a classification according to their outburst probability and their downstream impact. These lakes should be investigated more in detail.

[1]  Kenneth J. Hsü,et al.  Catastrophic Debris Streams (Sturzstroms) Generated by Rockfalls , 1975 .

[2]  M. F. Buchroithner,et al.  Monitoring of recent geological events in the Khumbu area (Himalaya, Nepal) by digital processing of landsat MSS data , 1982 .

[3]  W. Haeberli Frequency and characteristics of glacier floods in the Swiss Alps , 1983 .

[4]  Jürg Alean,et al.  Ice Avalanches: Some Empirical Information about their Formation and Reach , 1985, Journal of Glaciology.

[5]  J. Ives Glacial lake Outburst Floods and Risk Engineering In The Himalaya , 1986 .

[6]  Markus N. Zimmermann,et al.  The 1985 catastrophic drainage of a moraine-dammed lake, Khumbu Himal, Nepal: cause and consequences , 1987 .

[7]  R. Yadav,et al.  Dating of Earthquakes: Tree Ring Responses to the Catastrophic Earthquake of 1887 in Alma-Ata, Kazakhstan , 1992 .

[8]  F. Keller,et al.  Automated mapping of mountain permafrost using the program PERMAKART within the geographical information system ARC/INFO , 1992 .

[9]  M. Hamburger,et al.  Earthquake focal mechanisms, deformation state, and seismotectonics of the Pamir‐Tien Shan region, Central Asia , 1995 .

[10]  J. Böhner Säkulare Klimaschwankungen und rezente Klimatrends, Zentral- und Hochasiens , 1996 .

[11]  Jeff Dozier,et al.  Climatic and hydrologic changes in the Tien Shan, central Asia , 1997 .

[12]  John J. Clague,et al.  A review of catastrophic drainage of moraine-dammed lakes in British Columbia , 2000 .

[13]  John M. Reynolds,et al.  An overview of glacial hazards in the Himalayas , 2000 .

[14]  John M. Reynolds,et al.  On the formation of supraglacial lakes on debris- covered glaciers , 2000 .

[15]  S. Marchenko A model of permafrost formation and occurrences in the intracontinental mountains , 2001 .

[16]  Egbert Kahle Betriebliche Entscheidungen: Lehrbuch zur Einführung in die betriebswirtschaftliche Entscheidungstheorie , 2001 .

[17]  Andreas Kääb,et al.  The new remote-sensing-derived Swiss glacier inventory: I. Methods , 2002, Annals of Glaciology.

[18]  Andreas Kääb,et al.  Remote sensing based assessment of hazards from glacier lake outbursts: a case study in the Swiss Alps , 2002 .

[19]  Jeffrey S. Kargel,et al.  ASTER measurement of supraglacial lakes in the Mount Everest region of the Himalaya , 2002, Annals of Glaciology.

[20]  Andreas Kääb,et al.  Regional-scale GIS-models for assessment of hazards from glacier lake outbursts: evaluation and application in the Swiss Alps , 2003 .

[21]  Seismic triggering of landslides, Part A: Field evidence from the Northern Tien Shan , 2003 .

[22]  Roger G. Barry,et al.  The retreat of tien shan glaciers (kyrgyzstan) since the little ice age estimated from aerial photographs, lichenometric and historical data , 2004 .

[23]  Andreas Kääb,et al.  Assessment of the hazard potential of ice avalanches using remote sensing and GIS‐modelling , 2004 .

[24]  R. Finkel,et al.  Giant, ∼M8 earthquake-triggered ice avalanches in the eastern Kunlun Shan, northern Tibet: Characteristics, nature and dynamics , 2004 .

[25]  Cui Peng,et al.  Approach to mountain hazards in Tibet, China , 2004 .

[26]  S. Marchenko,et al.  The thermal environment of blocky materials in the mountains of Central Asia , 2004 .

[27]  Y. Weidmann,et al.  Remote sensing of glacier- and permafrost-related hazards in high mountains: an overview , 2005 .

[28]  N. Glasser,et al.  Optical remote sensing techniques in high-mountain environments: application to glacial hazards , 2005 .

[29]  Kevin Amaratunga,et al.  Analysis and characterization of the vertical accuracy of digital elevation models from the Shuttle Radar Topography Mission , 2005 .

[30]  A. Kääb Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow velocities in the Bhutan Himalaya , 2005 .

[31]  T. Bolch,et al.  Using ASTER and SRTM DEMs for studying geomorphology and glaciation in high mountain areas , 2005 .

[32]  Jeffrey A. Olsenholler,et al.  Geomorphometry of Cerro Sillajhuay (Andes, Chile/Bolivia): Comparison of Digital Elevation Models (DEMs) from ASTER Remote Sensing Data and Contour Maps , 2005 .

[33]  Kurt L. Feigl,et al.  Surface motion of mountain glaciers derived from satellite optical imagery , 2005 .

[34]  Andreas Kääb,et al.  The 2002 rock/ice avalanche at Kolka/Karmadon, Russian Caucasus: assessment of extraordinary avalanche formation and mobility, and application of QuickBird satellite imagery , 2005 .

[35]  Andrew G. Fountain,et al.  Glacier change (1958-1998) in the North Cascades National Park Complex, Washington, USA , 2006 .

[36]  Alexander Strom,et al.  Extremely large rockslides and rock avalanches in the Tien Shan Mountains, Kyrgyzstan , 2006 .

[37]  Arzhan B. Surazakov,et al.  Glacier changes in the central and northern Tien Shan during the last 140 years based on surface and remote-sensing data , 2006, Annals of Glaciology.

[38]  Adrian Luckman,et al.  The potential of satellite radar interferometry and feature tracking for monitoring flow rates of Himalayan glaciers , 2007 .

[39]  Manfred F. Buchroithner,et al.  Automated delineation of debris-covered glaciers based on ASTER data , 2007 .

[40]  A. Yegorov Analyse und Bewertung von Naturgefahren als Grundlage für ein nachhaltiges Naturgefahrenmanagement in Gebirgssystemen SO-Kasachstans am Beispiel des Ile-Alatau , 2007 .

[41]  Tobias Bolch,et al.  Climate change and glacier retreat in northern Tien Shan (Kazakhstan/Kyrgyzstan) using remote sensing data , 2007 .

[42]  Sébastien Leprince,et al.  Automatic and Precise Orthorectification, Coregistration, and Subpixel Correlation of Satellite Images, Application to Ground Deformation Measurements , 2007, IEEE Transactions on Geoscience and Remote Sensing.

[43]  Adrian Luckman,et al.  Early recognition of glacial lake hazards in the Himalaya using remote sensing datasets , 2007 .

[44]  A. Bunde,et al.  LONG-TERM ANALYSIS OF AIR TEMPERATURE TRENDS IN CENTRAL ASIA 1) , 2007 .

[45]  J. Garlick,et al.  Near-global validation of the SRTM DEM using satellite radar altimetry , 2007 .

[46]  Vladimir E. Romanovsky,et al.  Permafrost warming in the Tien Shan Mountains, Central Asia , 2007 .

[47]  Bharat Lohani,et al.  A repository of earth resource information - CORONA satellite programme , 2007 .

[48]  S. Leprince,et al.  Glacier-surface velocities in alpine terrain from optical satellite imagery—Accuracy improvement and quality assessment , 2008 .

[49]  Koji Fujita,et al.  Performance of ASTER and SRTM DEMs, and their potential for assessing glacial lakes in the Lunana region, Bhutan Himalaya , 2008, Journal of Glaciology.

[50]  Manfred F. Buchroithner,et al.  Identification of glacier motion and potentially dangerous glacial lakes in the Mt. Everest region/Nepal using spaceborne imagery , 2008 .

[51]  I. Severskiy,et al.  Late Holocene Debris Flows and Valley Floor Development in The Northern Zailiiskiy Alatau, Tien Shan Mountains, Kazakhstan , 2008 .

[52]  I. Severskiy,et al.  Current State of Glacier Changes, Glacial Lakes, and Outburst Floods in the Ile Ala-Tau and Kungöy Ala-Too Ranges, Northern Tien Shan Mountains , 2009 .

[53]  S. Allen,et al.  First approaches towards modelling glacial hazards in the Mount Cook region of New Zealand's Southern Alps , 2009 .

[54]  Maria Shahgedanova,et al.  Glacier retreat and climatic variability in the eastern Terskey–Alatoo, inner Tien Shan between the middle of the 19th century and beginning of the 21st century , 2009 .

[55]  Samjwal Ratna Bajracharya,et al.  Glaciers, glacial lakes and glacial lake outburst floods in the Mount Everest region, Nepal , 2009, Annals of Glaciology.

[56]  Andreas Kääb,et al.  The 24 July 2008 outburst flood at the western Zyndan glacier lake and recent regional changes in glacier lakes of the Teskey Ala-Too range, Tien Shan, Kyrgyzstan , 2010 .

[57]  T. Bolch,et al.  A glacier inventory for the western Nyainqentanglha Range and the Nam Co Basin, Tibet, and glacier changes 1976-2009 , 2010 .

[58]  B. Janský,et al.  Outburst flood hazard: Case studies from the Tien-Shan Mountains, Kyrgyzstan , 2010 .

[59]  Andreas Kääb,et al.  Spatial variability of recent glacier area changes in the Tien Shan Mountains, Central Asia, using Corona (~ 1970), Landsat (~ 2000), and ALOS (~ 2007) satellite data , 2010 .

[60]  F. Paul,et al.  A multi-level strategy for anticipating future glacier lake formation and associated hazard potentials , 2010 .

[61]  Frank Paul,et al.  Automated detection of glacier lakes based on remote sensing in view of assessing associated hazard potentials , 2010 .

[62]  Yves Arnaud,et al.  Contrasted evolution of glacial lakes along the Hindu Kush Himalaya mountain range between 1990 and 2009 , 2011 .

[63]  T. Bolch,et al.  Multi-decadal mass loss of glaciers in the Everest area (Nepal Himalaya) derived from stereo imagery , 2011 .

[64]  J. Schneider GLACIAL LAKE OUTBURST FLOODS IN THE PAMIR OF TAJIKISTAN: CHALLENGES IN PREDICTION AND MODELLING , 2011 .