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Original Articles

Detection and mapping of snow avalanche debris from Western Himalaya, India using remote sensing satellite images

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Pages 2561-2579 | Received 07 Oct 2019, Accepted 12 Apr 2020, Published online: 26 May 2020

References

  • 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(218):1–12.
  • Benz UC, Hofmann P, Willhauck G, Lingenfelder I, Heynen M. 2004. Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information. ISPRS J Photogramm Remote Sens. 58(3–4):239–258.
  • Bühler Y, Hüni A, Christen M, Meister R, Kellenberger T. 2009. Automated detection and mapping of avalanche deposits using airborne optical remote sensing data. Cold Reg Sci Technol. 57(2–3):99–106.
  • Bühler Y, Kumar S, Veitinger J, Christen M, Stoffel A, Snehmani. 2013. Automated identification of potential snow avalanche release areas based on digital elevation models. Nat Hazards Earth Syst Sci. 13(5):1321–1335.
  • Civco DL. 1989. Topographic normalization of Landsat Thematic Mapper digital imagery. Photogramm Eng Rem S. 55:1303–1309.
  • Colby JD. 1991. Topographic normalization in rugged terrain. Photogrammetric Eng Rem S. 57:531–537.
  • Das I, Sarwade RN. 2008. Snow depth estimation over North Western Indian Himalaya using AMSR-E. Int J Remote Sens. 29(14):4237–4248.
  • Eckerstorfer M, Malnes E. 2015. Manual detection of snow avalanche debris using high-resolution Radarsat-2 SAR images. Cold Reg Sci Technol. 120:205–218.
  • Ganju A, Thakur NK, Rana V. 2002. Characteristics of avalanche accidents in western Himalayan region, India. International Snow Science Workshop; Penticton, BC.
  • Greene E, Atkins D, Birkeland K, Elder K, Landry C, Lazar B, McCammon I, Moore M, Sharaf D, Sternenz C, et al. 2010. Snow, weather and avalanches: observation guidelines for avalanche programs in the United States. Pagosa Springs, CO (Second Printing Fall 2010): American Avalanche Association.
  • Haralick RM, Dinstein I, Shanmugam K. 1973. Textural features for image classification. IEEE Trans Syst Man Cyber. SMC-3(6):610–621.
  • Korzeniowska K, Korup O. 2017. Object-based detection of lakes prone to seasonal ice cover on the Tibetan Plateau. Remote Sens. 9(4):339.
  • Larsen SØ, Salberg AB, Solberg R. 2011. Evaluation of automatic detection of avalanches in high‐resolution optical satellite data, NR Note, Norwegian Computing Center, SAMBA/23/11.
  • Larsen SØ, Salberg A, Solberg R. 2013. Automatic avalanche mapping using texture classification of optical satellite imagery, EARSel eProc. In: R. Lasaponara, N. Masini, M. Biscione, editors. EARSeL, 2013, Towards Horizon 2020, p. 399–410.
  • Lato MJ, Frauenfelder R, Bühler Y. 2012. Automated detection of snow avalanche deposits: segmentation and classification of optical remote sensing imagery. Nat Hazards Earth Syst Sci. 12(9):2893–2906.
  • Malnes E, Eckerstorfer M, Larsen Y, Frauenfelder R, Jonsson A, Jaedicke C, Solbø SA. 2013. Remote sensing of avalanches in northern Norway using synthetic aperture radar. Proceedings of the International Snow Science Workshop 2013, Oct 9–13, Grenoble–Chamonix, France. p. 955–959.
  • McClung D, Schaerer P. 1993. The avalanche handbook. Seattle (WA): The Mountaineers Books.
  • McClung DM. 2016. Avalanche character and fatalities in the high mountains of Asia. Ann Glaciol. 57(71):114–118.
  • McFeeters SK. 1996. The use of the normalized difference water index (NDWI) in the delineation of open water features. Int J Remote Sens. 17(7):1425–1432.
  • Mishra VD, Sharma JK, Singh KK, Thakur NK, Kumar M. 2009. Assessment of different topographic corrections in AWiFS satellite imagery of Himalaya terrain. J Earth Syst Sci. 118(1):11–26.
  • Mitkari KV, Arora MK, Tiwari RK. 2017. Extraction of glacial lakes in Gangotri Glacier using object-based image analysis. IEEE J Sel Top Appl Earth Obs Remote Sens. 10(12):5275–5283.
  • Müller-Wilm U. 2016. Sentinel-2 MSI-level-2A prototype processor installation and user manual. [accessed 2019 July]. http://step.esa.int/thirdparties/sen2cor/2.2.1/S2PAD-VEGA-SUM-0001-2.2.pdf.
  • Negi HS, Kokhanovsky A. 2011. Retrieval of snow grain size and albedo of western Himalayan snow cover using satellite data. Cryosphere. 5(4):831–847.
  • Negi HS, Kulkarni AV, Semwal BS. 2009. Study of contaminated and mixed objects snow reflectance in Indian Himalaya using spectroradiometer. Int J Remote Sens. 30(2):315–325.
  • Negi HS, Singh SK, Kulkarni AV, Semwal BS. 2010. Field based spectral reflectance measurements of seasonal snow cover in Indian Himalaya. Int J Remote Sens. 31(9):2393–2417.
  • Negi HS, Thakur NK, Mishra VD. 2007. Estimation and validation of snow surface temperature using MODIS data for snow-avalanche studies in NW-Himalaya. J Indian Soc Remote Sens. 35(4):287–299.
  • Nichol J, Hang LK, Sing WM. 2006. Empirical correction of low Sun angle images in steeply sloping terrain: a slope-matching technique. Int J Remote Sens. 27(3):629–635.
  • Sailer R, Fromm R, Jörg P, Schaffhauser A, Adams M. 2008. Ground based remote sensing of snow properties and avalanche simulation, Mytilene, s.n.
  • SASE Annual Technical Report. 2017. Snow and Avalanche Study Establishment, Manali, India.
  • SASE Avalanche Hazard Data Cards. 2004. Snow and Avalanche Study Establishment, Manali, India.
  • Singh D, Sharma V, Juyal V. 2015. Observed linear trend in few surface weather elements over the Northwest Himalayas (NWH) during winter season. J Earth Syst Sci. 124(3):553–565.
  • Singh KK, Kumar R, Singh DK, Negi HS, Dewali SK, Kedia J. 2019. Retrieving snow cover information from AMSR-2 satellite data for North-West Himalaya, India. Geocarto Int. https://doi.org/https://doi.org/10.1080/10106049.2019.1588394.
  • Singh KK, Mishra VD, Singh DK, Ganju A. 2013. Estimation of snow surface temperature for NW Himalayan regions using passive microwave satellite data. Indian J Radio Space Phys. 42:27–33.
  • Techel F, Zweifel B, Winkler K. 2015. Analysis of avalanche risk factors in backcountry terrain based on usage frequency and accident data in Switzerland. Nat Hazards Earth Syst Sci. 15(9):1985–1997.
  • Townshend JRG, Justice CO. 1986. Analysis of the dynamics of African vegetation using the normalized difference vegetation index. Int J Remote Sens. 7(11):1435–1445.
  • Vallet J, Skaloud J, Koelbl O, Merminod B. 2000. Development of a helicopter-based integrated system for avalanche mapping and hazard management. Int Arch Photogramm. Remote Sens Spatial Information Sci. 33:565–572.
  • Warren SG. 1982. Optical properties of snow. Rev Geophys. 20(1):67–89.
  • Warren SG, Wiscombe WJ. 1980. A model for the spectral albedo of snow-II: snow containing atmospheric aerosols. J Atmos Sci. 37(12):2734–2745.
  • Xu X, Liu X, Li X, Xin Q, Chen Y, Shi Q, Ai B. 2016. Global snow cover estimation with microwave brightness temperature measurements and one-class in situ observations. Remote Sens Environ. 182:227–251.

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