Abstract
An assessment of the influence and significance of different topographic and morphometric parameters of glacier catchments such as size, average slope, median elevation, and aspect upon the spatio-temporally changing characteristics of glaciers belonging to different size classes in Tista river basin of Sikkim Himalaya has been performed. The reference years of 2000 and 2018 were considered and different morphometric techniques showed recessive nature and shape change of the observed main glaciers along with some of the tributary glaciers. Pearson’s correlation coefficient and Student’s t test were applied to measure the correlation and statistical significance of used parameters to understand the varying morphometric and topographic conditions of the glaciers. LANDSAT TM (thematic mapper), LANDSAT 7 ETM + (enhanced thematic mapper), and LANDSAT 8 (OLI) (operational land imager) imageries and shuttle radar topographic mission (SRTM) digital elevation model (DEM) and different automated and semi-automated techniques indicated overall loss of 19.78% over the years 2000 to 2018 of the glaciated area investigated and such decrease in respective years of reference was 2.06% for the year 2000 and 1.65% for the year 2018, respectively, of the total geographic area of Sikkim. TanDem-X DEM (90 m) was useful in inferring glacier surface elevation change.
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References
Ageta Y, Higuchi K (1984) Estimation of mass balance components of a summer-accumulation type glacier in the Nepal Himalaya. Geogr Ann Ser Phys Geogr 66:249. https://doi.org/10.2307/520698
Bajracharya SR, Wanquin G, Mahrjan SB, Shrestha F (2011) Status of Glaciers in Tista Basin. Kathmandu, Nepal: ICIMOD: http://rds.icimod.org/Home/DataDetail?metadataId=9378&searchlist=True
Basnett S, Kulkarni AV, Tambe S (2012) Monitoring of seasonal snow cover in Sikkim Himalaya using remote sensing techniques. Project report Himalayan Cryosphere: Science, Society and Policy. Sikkim Himalayas. Inter University Consortium on Climate Change, DST, New Delhi, chap 5, pp 69–80
Basnett S, Kulkarni AV, Bolch T (2013) The influence of debris cover and glacial lakes on the recession of glaciers in Sikkim Himalaya, India. J Glaciol 59:1035–1046. https://doi.org/10.3189/2013JoG12J184
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
Bhatt BC, Nakamura K (2005) Characteristics of monsoon rainfall around the Himalayas revealed by TRMM precipitation radar. Mon Weather Rev 133:149–165
Bolch T (2011) Benchmark glacier. In: Singh VP, Singh P, Haritashya UK (eds) Encyclopedia of snow, ice and glaciers. Encyclopedia of earth sciences series. Springer, Dordrecht, pp 95–97
Brahmbhatt RM, Bahuguna IM, Rathore BP et al (2017) Significance of glacio-morphological factors in glacier retreat: a case study of part of Chenab basin, Himalaya. J Mt Sci 14:128–141. https://doi.org/10.1007/s11629-015-3548-0
Chattopadhyay GP (2008) Recent Retreats of Glaciers on the Southeast-facing Slopes of the Kanchenjunga Summit Complex in the Sikkim Himalaya. Himal Geol 29(2):171–176
Chattopadhyay GP, Dahal DR, Das A (2016) Rapid deglaciation on the southeast-facing slopes of Kanchenjunga under the present state of global climate change and its impact on the human health in this part of the Sikkim Himalaya. In: Akhtar R (eds) Climate Change and Human Health Scenario in South and Southeast Asia. Advances in Asian Human-Environmental Research, pp 75–90
Clarke GKC (1991) Length, width and slope influences on glacier surging. J Glaciol 37:236–246
Dilts TE (2015) Polygon to centerline tool for ArcGIS. University of Nevada Reno. http://www.arcgis.com/home/item.html?id=bc642731870740aabf48134f90aa6165
Fereira M (2014) GIS 4 geomorphology. http://gis4geomorphology.com/stream-transects-partial/
Frey H, Paul F, Strozzi T (2012) Compilation of a glacier inventory for the western Himalayas from satellite data: methods, challenges, and results. Rem Sens Environ 124:832–843. https://doi.org/10.1016/j.rse.2012.06.020
Gómez MF, Lencinas JD, Siebert A, Díaz GM (2012) Accuracy assessment of ASTER and SRTM DEMs: a case study in Andean Patagonia. GIScience Rem Sens 49:71–91. https://doi.org/10.2747/1548-1603.49.1.71
Haeberli W, Hoelzle M (1995) Application of inventory data for estimating characteristics of and regional climate-change effects on mountain glaciers: a pilot study with the European Alps. Ann Glaciol 21:206–212
Hall DK, Riggs GA, Salomonson VV et al (2002) MODIS snow-cover products. Remote Sens Environ 83:181–194
Jaber WA, Floricioiu D, Rott H, Eineder M (2013) Surface elevation changes of glaciers derived from SRTM and TanDEM-X DEM differences. In: 2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS. IEEE, pp 1893–1896
Keshri AK, Shukla A, Gupta RP (2009) ASTER ratio indices for supraglacial terrain mapping. Int J Remote Sens 30:519–524. https://doi.org/10.1080/01431160802385459
Khosla D, Sharma JK, Mishra VD (2011) Snow cover monitoring using different algorithm on AWiFS Sensor data. Int J Adv Eng Sci Technol 7:42–47
Kour R, Patel N, Krishna AP (2015) Assessment of relationship between snow cover characteristics (SGI and SCI) and snow cover indices (NDSI and S3). Earth Sci Inform 8:317–326. https://doi.org/10.1007/s12145-015-0216-4
Krishna AP (2005) Snow and glacier cover assessment in the high mountains of Sikkim Himalaya. Hydrol Process 19:2375–2383. https://doi.org/10.1002/hyp.5890
LANDSAT data: https://earthexplorer.usgs.gov/
Li K, Li H, Wang L, Gao W (2011) On the relationship between local topography and small glacier change under climatic warming on Mt. Bogda, eastern Tian Shan. China. J Earth Sci 22:515–527. https://doi.org/10.1007/s12583-011-0204-7
Luitel KK, Shrestha DG, Sharma NP, Sharma RK (2012) Impact of Climate Change on East-Rathong Glacier In Rangit Basin, West Sikkim. Clim Change Sikk Patterns Impacts Initiat Inf Public Relat Dep Gov Sikk Gangtok
Mukul M, Srivastava V, Mukul M (2015) Analysis of the accuracy of shuttle radar topography mission (SRTM) height models using international global navigation satellite system service (IGS) network. J Earth Syst Sci 124:1343–1357
Mukul M, Srivastava V, Jade S, Mukul M (2017a) Uncertainties in the shuttle radar topography mission (SRTM) heights: insights from the Indian Himalaya and Peninsula. Sci Rep. https://doi.org/10.1038/srep41672
Mukul M, Srivastava V, Mukul M (2017b) Out-of-sequence reactivation of the Munsiari thrust in the Relli River basin, Darjiling Himalaya, India: insights from Shuttle Radar Topography Mission digital elevation model-based geomorphic indices. Geomorphology 284:229–237. https://doi.org/10.1016/j.geomorph.2016.10.029
Paul F (2010) The influence of changes in glacier extent and surface elevation on modeled mass balance. Cryosphere 4:569–581. https://doi.org/10.5194/tc-4-569-2010
Pfeffer WT, Arendt AA, Bliss A et al (2014) The randolph glacier inventory: a globally complete inventory of glaciers. J Glaciol 60:537–552. https://doi.org/10.3189/2014JoG13J176
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 54:499–510
Racoviteanu AE, Arnaud Y, Williams MW, Manley WF (2015) Spatial patterns in glacier characteristics and area changes from 1962 to 2006 in the Kanchenjunga-Sikkim area, eastern Himalaya. Cryosphere 9:505–523. https://doi.org/10.5194/tc-9-505-2015
Raper SC, Braithwaite RJ (2009) Glacier volume response time and its links to climate and topography based on a conceptual model of glacier hypsometry. Cryosphere 3:183–194
Raup BH, Racoviteanu A, Khalsa SJS, Helm C, Armstrong C, Arnaud Y (2007) The GLIMS geospatial glacier database: a new tool for studying glacier change. Global Planet Change 56:101–110. (https://doi.org/10.1016/j.gloplacha.2006.07.018). http://www.glims.org/download/
Rizzoli P, Martone M, Gonzalez C et al (2017) Generation and performance assessment of the global TanDEM-X digital elevation model. ISPRS J Photogramm Rem Sens 132:119–139
Schumm SA (1956) Evolution of drainage systems and slopes in badlands at perth amboy, New Jersey. Geol Soc Am Bull 67:597. https://doi.org/10.1130/0016-7606(1956)67%5b597:eodsas%5d2.0.co;2
Shimamura Y, Izumi T, Matsuyama H (2006) Evaluation of a useful method to identify snow-covered areas under vegetation—comparisons among a newly proposed snow index, normalized difference snow index, and visible reflectance. Int J Rem Sens 27:4867–4884. https://doi.org/10.1080/01431160600639693
Singh S (2007) Geomorphology. Prayag Pustak Bhawan, Allahabad
SRTM data: http://srtm.csi.cgiar.org
Tandem-X (90 m DEM product description): https://geoservice.dlr.de/web/dataguide/tdm90/
Van Tiel M, Teuling AJ, Wanders N et al (2018) The role of glacier changes and threshold definition in the characterisation of future streamflow droughts in glacierised catchments. Hydrol Earth Syst Sci 22:463–485. https://doi.org/10.5194/hess-22-463-2018
Xu X, Pan B, Hu E et al (2011) Responses of two branches of Glacier No. 1 to climate change from 1993 to 2005, Tianshan, China. Quat Int 236:143–150. https://doi.org/10.1016/j.quaint.2010.06.013
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Hazra, P., Krishna, A.P. Spatio-temporal and surface elevation change assessment of glaciers of Sikkim Himalaya (India) across different size classes using geospatial techniques. Environ Earth Sci 78, 387 (2019). https://doi.org/10.1007/s12665-019-8390-1
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DOI: https://doi.org/10.1007/s12665-019-8390-1