Glacier and glacial lake classification for change detection studies using satellite data: a case study from Baspa basin, western Himalaya

References

• Ageta Y, Higuchi K. 1984. Estimation of mass balance components of a summer-accumulation type glacier in the Nepal Himalaya. Geografiska Annaler: Series A, Phys Geog. 66:249–255.10.1080/04353676.1984.11880113
   Web of Science ®Google Scholar
• Ageta Y, Iwata S, Yabuki H, Naito N, Sakai A, Narama C, Karma T. 2000. Expansion of glacier lakes in recent decades in the Bhutan Himalayas. In: Debris-covered glaciers, proceedings of a workshop held in Seattle, Washington, USA; Sep 2000; Wallingford: International Association of Hydrological Sciences. p. 165–175.
   Google Scholar
• Bahuguna IM, Rathore BP, Brahmbhatt R, Sharma M, Dhar S, Randhawa SS, Kumar K, Romshoo S, Shah RD, Ganjoo RK. 2014. Are the Himalayan glaciers retreating. Curr Sci. 106(7):1008–1013.
   Web of Science ®Google Scholar
• Benn DI, Wiseman S, Warren CR. 2000. Rapid growth of a supraglacial lake, Ngozumpa Glacier, Khumbu Himal, Nepal. IAHS-AISH P. 264:177–185.
   Google Scholar
• Benn D, Benn T, Hands K, Gulley J, Luckman A, Nicholson L, Quincey D, Thompson S, Toumi R, Wiseman S. 2012. Response of debris-covered glaciers in the Mount Everest region to recent warming, and implications for outburst flood hazards. Earth-Sci Rev. 114:156–174.10.1016/j.earscirev.2012.03.008
   Web of Science ®Google Scholar
• Bhambri R, Bolch T, Chaujar RK, Kulshreshtha SC. 2011. Glacier changes in the Garhwal Himalaya, India, from 1968 to 2006 based on remote sensing. J Glaciol. 57:543–556.10.3189/002214311796905604
   Web of Science ®Google Scholar
• Bhutiyani MR, Kale VS, Pawar NJ. 2009. Climate change and the precipitation variations in the north-western Himalaya: 1866–2006. Int J Climatol. 30:535–548.
   Web of Science ®Google Scholar
• Bolch T, Kulkarni AK, Kaab A, Huggel C, Paul F, Cogley G, Frey H, Kargel JS, Fujita K, Scheel M, et al. 2012. The state and fate of Himalayan Glaciers. Science. 336:310–314.10.1126/science.1215828
   PubMed Web of Science ®Google Scholar
• Bolch T, Menounos B, Wheate R. 2010. Landsat-based inventory of glaciers in western Canada, 1985–2005. Remote Sens Environ. 114:127–137.10.1016/j.rse.2009.08.015
   Web of Science ®Google Scholar
• Chand P, Sharma MC. 2015. Glacier changes in the Ravi basin, North-Western Himalaya (India) during the last four decades (1971–2010/13). Glob Planet Change. 135:133–147.10.1016/j.gloplacha.2015.10.013
   Web of Science ®Google Scholar
• Deota BS, Trivedi YN, Kulkarni AV, Bahuguna IM, Rathore BP. 2011. RS and GIS in mapping of geomorphic records and understanding the local controls of glacial retreat from the Baspa Valley, Himachal Pradesh, India. Curr Sci. 100(10):1555–1563.
   Web of Science ®Google Scholar
• Dimri AP, Mohanty UC. 2007. Location-specific prediction of maximum and minimum temperature over the western Himalayas. Met App. 14(1):79–93.10.1002/(ISSN)1469-8080
   Web of Science ®Google Scholar
• Duethmann D, Bolch T, Farinotti D, Kriegel D, Vorogushyn S, Merz B, Pieczonka T, Jiang T, Su B, Güntner A. 2015. Attribution of streamflow trends in snow and glacier melt-dominated catchments of the Tarim River. Water Resour Res. 51(6):4727–4750.10.1002/2014WR016716
   Web of Science ®Google Scholar
• Frey H, Paul F, Strozzi T. 2012. Compilation of a glacier inventory for the western Himalayas from satellite data: methods, challenges, and results. Remote Sen Env. 124:832–843.10.1016/j.rse.2012.06.020
   Web of Science ®Google Scholar
• Fujita K, Ageta Y. 2000. Effect of summer accumulation on glacier mass balance on the Tibetan Plateau revealed by mass-balance model. J Glaciol. 244–252.10.3189/172756500781832945
   Web of Science ®Google Scholar
• Gaddam VK, Kulkarni AV, Gupta AK. 2016. Estimation of glacial retreat and mass loss in Baspa basin. Spatial Infor Res. 24(3):257–266.10.1007/s41324-016-0026-x
   Web of Science ®Google Scholar
• Gardelle J, Arnaud Y, Berthier E. 2011. Contrasted evolution of glacial lakes along the Hindu Kush Himalaya mountain range between 1990 and 2009. Glob Planet Change. 75(1–2):47–55.10.1016/j.gloplacha.2010.10.003
   Web of Science ®Google Scholar
• Gardelle J, Berthier E, Arnaud Y, Kaab A. 2013. Region-wide glacier mass balances over the Pamir-Karakoram-Himalaya during 1999–2011. Cryosphere. 7:1263–1286.10.5194/tc-7-1263-2013
   Web of Science ®Google Scholar
• Granshaw FD, Fountain AG. 2006. Glacier change (1958–1998) in the North Cascades National Park Complex, Washington. J Glaciol. 52:251–256.10.3189/172756506781828782
   Web of Science ®Google Scholar
• Hewitt K. 1982. Natural dams and outburst floods of the Karakoram Himalaya. IAHS. 138:259–269.
   Google Scholar
• Hewitt K. 2005. The Karakoram anomaly? Glacier expansion and the ‘elevation effect’. Moun Res Dev. 25:332–340.10.1659/0276-4741(2005)025[0332:TKAGEA]2.0.CO;2
   Web of Science ®Google Scholar
• Hewitt K. 2011. Glacier change, concentration, and elevation effects in the Karakoram Himalaya. Moun Res Dev. 31:188–200.10.1659/MRD-JOURNAL-D-11-00020.1
   Web of Science ®Google Scholar
• IPCC. 2013. Climate change 2013 – the physical science basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. In: Stocker TF, Qin D, Plattner G.-K., editors. Cambridge: Cambridge University Press.
   Google Scholar
• Jain SK, Lohani AK, Singh RD, Chaudhary A, Thakural LN. 2012. Glacial lakes and glacial lakes outburst flood in a Himalayan basin using remote sensing and GIS. Nat Hazards. 62(3):887–899.10.1007/s11069-012-0120-x
   Web of Science ®Google Scholar
• Janský B, Engel Z, Šobr M, Beneš V, Špacek K, ˇYerokhin S. 2009. The evolution of Petrov lake and moraine dam rupture risk (Tien-Shan, Kyrgyzstan). Nat Hazards. 50:83–96.10.1007/s11069-008-9321-8
   Web of Science ®Google Scholar
• Kääb A, Berthier E, Nuth C, Gardelle J, Arnaud Y. 2012. Contrasting patterns of early twenty-first-century glacier mass change in the Himalayas. Nature. 488(7412):495–498.10.1038/nature11324
   PubMed Web of Science ®Google Scholar
• Kamp U, Byrne M, Bolch T. 2011. Glacier fluctuations between 1975 and 2008 in the greater Himalaya range of Zanskar. J Mount Sci. 8:374–389.10.1007/s11629-011-2007-9
   Web of Science ®Google Scholar
• Kendall MG. 1975. Rank correlation methods. 3rd ed. New York (NY): Hafner Publishing Company; p. 128.
   Google Scholar
• Komori J. 2008. Recent expansions of glacial lakes in the Bhutan Himalayas. Quat Int. 184(1):177–186.10.1016/j.quaint.2007.09.012
   Web of Science ®Google Scholar
• Kulkarni AV, Alex S. 2003. Estimation of recent glacial variations in baspa basin using remote sensing technique. J Indian Soc Remote Sen. 31(2):81–90.10.1007/BF03030775
   Google Scholar
• Kulkarni AV, Bahuguna IM. 2002. Glacial retreat in the Baspa basin, Himalayas, monitored with satellite stereo data. J Glaciol. 48:171–172.10.3189/172756502781831601
   Web of Science ®Google Scholar
• Kulkarni AV, Rathore BP, Suja A. 2004. Monitoring of glacial mass balance in the Baspa basin using Accumulation Area Ratio method. Curr Sci. 86(1):101–106.
   Web of Science ®Google Scholar
• Mann HB. 1945. Non-parametric tests against trend. Econometrica. 13:245–259.10.2307/1907187
   Web of Science ®Google Scholar
• Mayewski PA, Jeschke PA. 1979. Himalayan and Trans-Himalayan glacier fluctuations since AD 1812. Arc Alpin Res. 11:267–287.10.2307/1550417
   Web of Science ®Google Scholar
• Mir RA. 2016. Geoinformatics for Cryospheric studies under changing climate in western Himalaya [ PhD thesis]. IIT Roorkee: Department of Earth Sciences; p. 127–148.
   Google Scholar
• Mir RA, Majeed Z. 2016. Frontal recession of Parkachik Glacier between 1971–2015, Zanskar Himalaya using remote sensing and field data. Geocarto Int. 1–15.10.1080/10106049.2016.1232439
   Web of Science ®Google Scholar
• Mir RA, Jain SK, Saraf AK, Goswami A. 2014a. Detection of changes in glacier mass balance using satellite and meteorological data in Tirungkhad basin located in Western Himalaya. J Indian Soc Remote Sen. 42:91–105.10.1007/s12524-013-0303-2
   Web of Science ®Google Scholar
• Mir RA, Jain SK, Saraf AK, Goswami A. 2014b. Glacier changes using satellite data and effect of climate in Tirungkhad basin located in western Himalaya. Geocarto Int. 29:293–313.10.1080/10106049.2012.760655
   Web of Science ®Google Scholar
• Mir RA, Jain SK, Saraf AK, Goswami A. 2015a. Decline in snowfall in response to temperature in Satluj basin, western Himalaya. J Earth Syst Sci. 124:365–382.10.1007/s12040-015-0539-z
   Web of Science ®Google Scholar
• Mir RA, Jain SK, Saraf AK. 2015b. Analysis of current trends in climatic parameters and its effect on discharge of Satluj River basin, western Himalaya. Nat Hazards. 79:587–619.10.1007/s11069-015-1864-x
   Web of Science ®Google Scholar
• Mir RA, Jain SK, Saraf AK, Goswami A. 2015c. Accuracy assessment and trend analysis of MODIS-derived data on snow-covered areas in the Sutlej basin. Int J Remote Sens. 36(15):3837–3858.10.1080/01431161.2015.1070320
   Web of Science ®Google Scholar
• Mir RA, Jain SK, Jain SK, Thayyen RJ, Saraf AK. 2017. Assessment of recent glacier changes and its controlling factors from 1976 to 2011 in Baspa basin, western Himalaya. Arc Ant Alpin Res: In-Press. doi:10.1657/AAAR0015-070.
   Google Scholar
• Muller F, Caflisch T, Muller G. 1977. Instructions for compilation and assemblage of data for a World Glacier Inventory. Zurich: Department of Geography, Swiss Federal Institute of Technology.
   Google Scholar
• Oerlemans J. 2005. Extracting a climate signal from 169 glacier records. Science. 308:675–677.10.1126/science.1107046
   PubMed Web of Science ®Google Scholar
• Osmonov A, Bolch T, Xi C, Kurban A, Guo W. 2013. Glacier characteristics and changes in 611 the Sary-Jaz River Basin (Central Tien Shan, Kyrgyzstan) – 1990–2010. Remote Sens Lett. 4(8):725–734.10.1080/2150704X.2013.789146
   Web of Science ®Google Scholar
• Paul F, Andreassen LM. 2009a. A new glacier inventory for the Svartisen region, Norway, from Landsat ETM+ data: challenges and change assessment. J Glaciol. 55(192):607–618.10.3189/002214309789471003
   Web of Science ®Google Scholar
• Paul FR, Barry RG, Cogley JG, Frey H, Haeberli W, Ohmura A, Ommanney CSL, Raup B, Rivera A, Zemp M. 2009b. Recommendations for the compilation of glacier inventory data from digital sources. Ann Glaciol. 50(53):119–126.10.3189/172756410790595778
   Web of Science ®Google Scholar
• Paul F, Barrand NE, Baumann S, Berthier E, Bolch T, Casey K, Frey H, Joshi SP, Konovalov V, Bris RL, et al. 2013. On the accuracy of glacier outlines derived from remote-sensing data. Ann Glaciol. 54:171–182.10.3189/2013AoG63A296
   Web of Science ®Google Scholar
• Pfeffer WT, Arendt AA, Bliss A, Bolch T, Cogley JG, Gardner AS, Hagen JO, Hock R, Kaser G, Kienholz C, Miles ES. 2014. The Randolph Glacier Inventory: a globally complete inventory of glaciers. J Glaciol. 60(221):537–552.10.3189/2014JoG13J176
   Web of Science ®Google Scholar
• Quincey DJ, Luckman A, Benn DI. 2009. Quantification of Everest region glacier velocities between 1992 and 2002, using satellite radar interferometry and feature tracking. J Glaciol. 55:596–606.10.3189/002214309789470987
   Web of Science ®Google Scholar
• Racoviteanu AE, Arnaud Y, Williams MW, Ordonez J. 2008. Decadal changes in glacier parameters in the Cordillera Blanca, Peru, derived from remote sensing. J Glaciol. 54(186):499–510.10.3189/002214308785836922
   Web of Science ®Google Scholar
• Raina VK, Srivastava D. 2008. Glacier atlas of India. Bangalore: Geological Society of India.
   Google Scholar
• Raj KBG. 2010. Remote sensing based hazard assessment of glacial lakes: a case study in Zanskar basin, Jammu & Kashmir, India. Geo Nat Hazards Risk. 1(4):339–347.
   Web of Science ®Google Scholar
• Raup B, Kaab A, Kargel JS, Bishop MP, Hamilton G, Lee E, Paul F, Rau F, Soltesz D, Khalsa SJ, et al. 2007. Remotesensing and GIS technology in the Global Land Ice Measurements from Space (GLIMS) project. Comp Geosci. 33:104–125.10.1016/j.cageo.2006.05.015
   Web of Science ®Google Scholar
• Reynolds J. 2000. On the formation of supraglacial lakes on debris-covered glaciers. In: Nawako M, Raymond C, Fountain A, editors. Debris-covered Glaciers: Proceedings of a workshop held at Seattle, Washington, USA, September. Vol. 264 .IAHS Publication; p. 153–161.
   Google Scholar
• Richardson SD, Reynolds JM. 2000. An overview of glacial hazards in the Himalayas. Quat Int. 65(66):31–47.10.1016/S1040-6182(99)00035-X
   Google Scholar
• Röhl K. 2008. Characteristics and evolution of supraglacial ponds on debris-covered Tasman Glacier. New Zealand J Glaciol. 54(188):867–880.
   Google Scholar
• Sakai A, Chikita K, Yamada T. 2000. Expansion of a moraine-damned glacial lake, Tsho Rolpa, in Rolwaling Himal. Lim Oceanograp. 45(6):1401–1408.10.4319/lo.2000.45.6.1401
   Web of Science ®Google Scholar
• Sakai A, Nishimura K, Kadota T, Takeuchi N. 2009. Onset of calving at supraglacial lakes on debris-covered glaciers of the Nepal Himalaya. J Glaciol. 55(193):909–917.10.3189/002214309790152555
   Web of Science ®Google Scholar
• Salerno F, Thakuri S, D’Agata C, Smiraglia C, Manfredi EC, Viviano G, Tartari G. 2012. Glacial lake distribution in the Mount Everest region: uncertainty of measurement and conditions of formation. Glob Planet Change. 92(93):30–39.10.1016/j.gloplacha.2012.04.001
   Google Scholar
• Scherler D, Bookhagen B, Strecker MR. 2011. Spatially variable response of Himalayan glaciers to climate change affected by debris cover. Nat Geosci. 4(3):156–159.10.1038/ngeo1068
   Web of Science ®Google Scholar
• Sen PK. 1968. Estimates of the regression coefficient based on Kendall’s tau. J Am Stat Assoc. 63(324):1379–1389.10.1080/01621459.1968.10480934
   Web of Science ®Google Scholar
• Shekhar MS, Chand H, Kumar S, Srinivasan K, Ganju A. 2010. Climate-change studies in the western Himalaya. Ann Glaciol. 51:105–112.10.3189/172756410791386508
   Web of Science ®Google Scholar
• Somos-Valenzuela MA, McKinney DC, Rounce DR, Byers AC. 2014. Changes in Imja Tsho in the Mount Everest region of Nepal. Cryosphere. 8:1661–1671.10.5194/tc-8-1661-2014
   Web of Science ®Google Scholar
• Song C, Huang B, Richards K, Ke L, Hien Phan V. 2014. Accelerated lake expansion on the Tibetan Plateau in the 2000s: induced by glacial melting or other processes? Water Resour Res. 50:3170–3186.10.1002/2013WR014724
   Web of Science ®Google Scholar
• Thompson SS, Benn DI, Dennis K, Luckman A. 2012. A rapidly growing moraine-dammed glacial lake on Ngozumpa Glacier Nepal. Geomor. 145(146):1–11.
   Google Scholar
• Usmanova Z, Shahgedanova M, Severskiy I, Nosenko G, Kapitsa V. 2016. Assessment of Glacier area change in the Tekes 1 River Basin, Central Tien Shan, 2 Kazakhstan between 1976 and 2013 using Landsat and KH-9 imagery. The Cry Discuss. https://doi.org/10.5194/tc-2016-82.
   Google Scholar
• Vohra CP. 1981. Himalayan Glaciers. In: Lall JS, editor. The Himalayan aspects of change. Delhi: Oxford University Press. p. 138–150.
   Google Scholar
• Wang X, Liu S, Ding Y, Guo W, Jiang Z, Lin J, Han Y. 2012. An approach for estimating the breach probabilities of moraine-dammed lakes in the Chinese Himalayas using remote-sensing data. Nat Hazards Earth Syst Sci. 12(10):3109–3122.10.5194/nhess-12-3109-2012
   Web of Science ®Google Scholar
• Wang W, Xiang Y, Gao Y, Lu A, Yao T. 2014. Rapid expansion of glacial lakes caused by climate and glacier retreat in the Central Himalayas. Hydrol Process. 29:859–874.
   Web of Science ®Google Scholar
• Wang X, Liu Q, Liu S, Wei J, Jiang Z. 2016. Heterogeneity of glacial lake expansion and its contrasting signals with climate change in Tarim Basin, Central Asia. Environ Earth Sci. 75(8):1–11.
   Web of Science ®Google Scholar
• Westoby MJ, Brasington J, Glasser NF, Hambrey MJ, Reynolds JM, Hassan MA. 2014. Numerical modelling of glacial lake outburst floods using physically based dam-breach models. Earth Surf Dyn Discus. 2:477–533.10.5194/esurfd-2-477-2014
   Google Scholar
• Yamada T. 1998. Glacier lake and its outburst flood in the Nepal Himalaya. Monograph No. Data centre for Glacier research. Japan: Japanese Society of Snow and Ice; p. 96.
   Google Scholar
• Yang K, Wu H, Qin J, Lin C, Tang W, Chen Y. 2014. Recent climate changes over the Tibetan Plateau and their impacts on energy and water cycle: a review. Glob Planet Change. 112:79–91.10.1016/j.gloplacha.2013.12.001
   Web of Science ®Google Scholar
• Yao T, Thompson L, Yang W, Yu W, Gao Y, Guo X, Yang X, Duan K, Zhao H, Xu B, et al. 2012. Different glacier status with atmospheric circulations in Tibetan Plateau and surroundings. Nat Clim Change. 2(9):663–667.10.1038/nclimate1580
   Web of Science ®Google Scholar
• Zemp M, Hoelzle M, Haeberli W. 2009. Six decades of glacier mass-balance observations: a review of the worldwide monitoring network. Ann Glaciol. 50(50):101–111.10.3189/172756409787769591
   Web of Science ®Google Scholar