Utilization of Landsat TM and digital elevation data for the delineation of avalanche slopes in Yoho National Park (Canada)

被引:2
作者
Forsythe, KW [1 ]
Wheate, RD
机构
[1] Ryerson Univ, Dept Geog, Toronto, ON M5B 2K3, Canada
[2] Univ No British Columbia, Fac Nat Resources & Environm Studies, Prince George, BC V2N 4Z9, Canada
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2003年 / 41卷 / 11期
关键词
avalanche slope classification; geographic information system (GIS); grizzly bears; management plan; normalized difference vegetation index (NDVI); principal component analysis (PCA); Thematic Mapper (TM) satellite imagery;
D O I
10.1109/TGRS.2003.817183
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
There is an ongoing need for a long-term Grizzly Bear Management Plan in Yoho National Park as a result of human-bear conflicts and periodic human mortality. Avalanche slopes offer preferred feeding sites to the grizzly bear population, and hence a more detailed knowledge of their location and extent is needed as a management tool. Landsat Thematic Mapper (TM) satellite image bands, a normalized difference vegetation index (NDVI), and the principal component associated with "greenness" (derived from the TM image data), along with digital elevation model variables provided the best classification with an avalanche slope accuracy of 82%. The classified data were imported into a geographic information system (GIS) and the area of the avalanche slopes determined to be 66 km(2) or approximately 5% of the total park area. The resulting GIS database is being used by the park for management purposes.
引用
收藏
页码:2678 / 2682
页数:5
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