Impact of Snow Avalanche on Vegetation Area Using Remote Sensing Data

被引:0
|
作者
Nijhawan, Rahul [1 ]
Das, Josodhir [1 ]
Raman, Balasubrmanian [2 ]
机构
[1] Indian Inst Technol, Dept Earthquake Engn, Roorkee, Uttar Pradesh, India
[2] Indian Inst Technol, Dept Comp Sci & Engn, Roorkee, Uttar Pradesh, India
关键词
Snow Avalanche; Tasseled cap Transformation; Landsat; Vegetation area; Normalized Difference Vegetation Index;
D O I
10.1145/2979779.2979799
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This work studies on the impact of avalanche on vegetation. For this study the data used was Thermal Infrared scanner Landsat Thematic Mapper and Operational Land Imager sensor. The collected data is of summer months with acquisition dates 16 September 2009 and 11 September 2013. Cloud free data were collected. The study area is situated near Badrinath region, Alaknanda basin, Himalayas. For this study five avalanche paths were detected, shed 1, shed 2, shed 3, shed 4 and shed 5. Both NDVI (Normalized Difference Vegetation Index) and Tasseled Cap Transformation greenness method were applied in order to examine the amount of change in the vegetation due to occurrence of avalanche. The area was also classified into vegetation using the supervised based classification method, to determine the amount of change in the vegetation area. For computing the Tasseled Cap Transformation greenness, Raster calculator in ARC GIS 10.2 Software was used. Supervised based classification was done using Erdas IMAGINE 2013 software.
引用
下载
收藏
页数:6
相关论文
共 50 条
  • [31] Calibration of a Distributed Hydrologic Model Using Streamflow and Remote Sensing Snow Data
    Isenstein, Elizabeth M.
    Wi, Sungwook
    Yang, Y. C. Ethan
    Brown, Casey
    WORLD ENVIRONMENTAL AND WATER RESOURCES CONGRESS 2015: FLOODS, DROUGHTS, AND ECOSYSTEMS, 2015, : 973 - 982
  • [32] Detection and mapping of snow avalanche debris from Western Himalaya, India using remote sensing satellite images
    Singh, Kamal Kant
    Singh, Dhiraj Kumar
    Thakur, Narinder Kumar
    Dewali, Sanjay Kumar
    Negi, Harendra Singh
    Snehmani
    Mishra, Varunendra Dutta
    GEOCARTO INTERNATIONAL, 2022, 37 (09) : 2561 - 2579
  • [33] Automated detection and mapping of rough snow surfaces including avalanche deposits using airborne optical remote sensing
    Buehler, Yves
    Hueni, Andreas
    Christen, Marc
    Meister, Roland
    Kellenberger, Tobias
    ISSW 09 EUROPE: INTERNATIONAL SNOW SCIENCE WORKSHOP, PROCEEDINGS, 2009, : 170 - +
  • [34] Updating of snow depletion curve with remote sensing data
    Kolberg, Sjur A.
    Gottschalk, Lars
    HYDROLOGICAL PROCESSES, 2006, 20 (11) : 2363 - 2380
  • [35] Automated detection and mapping of avalanche deposits using airborne optical remote sensing data
    Buehler, Y.
    Hueni, A.
    Christen, M.
    Meister, R.
    Kellenberger, T.
    COLD REGIONS SCIENCE AND TECHNOLOGY, 2009, 57 (2-3) : 99 - 106
  • [36] REMOTE-SENSING OF THE IMPACT OF REINDEER GRAZING ON VEGETATION IN NORTHERN FENNOSCANDIA USING SPOT-XS DATA
    KAYHKO, J
    PELLIKKA, P
    POLAR RESEARCH, 1994, 13 (01) : 115 - 124
  • [37] EVALUATION OF SPATIAL-TEMPORAL VARIATION OF VEGETATION RESTORATION IN DEXING COPPER MINE AREA USING REMOTE SENSING DATA
    Zhang, Xiangwen
    Liu, Rongyuan
    Gan, Fuping
    Wang, Wei
    Ding, Ling
    Yan, Bokun
    IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 2013 - 2016
  • [38] An expert system based on fusion techniques of remote sensing and geochemical data using in vegetation area gold deposits exploration
    Mei, L. L.
    Liu, F. J.
    Wu, G. P.
    Lan, X.
    Huang, J.
    Guo, Y.
    2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES: ITESS 2008, VOL 4, 2008, : 1063 - 1067
  • [39] Automated detection of snow avalanche deposits: segmentation and classification of optical remote sensing imagery
    Lato, M. J.
    Frauenfelder, R.
    Buehler, Y.
    NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2012, 12 (09) : 2893 - 2906
  • [40] THE IDENTIFICATION OF ALTERED ROCK IN VEGETATION-COVERED AREA USING HYPERSPECTRAL REMOTE SENSING
    Li, Qingting
    Zhang, Bing
    Gao, Lianru
    Lu, Linlin
    Jiao, Quanjun
    2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014,