Title :
Utilization of Landsat TM and digital elevation data for the delineation of avalanche slopes in Yoho National Park (Canada)
Author :
Forsythe, K. Wayne ; Wheate, Roger D.
Author_Institution :
Dept. of Geogr., Ryerson Univ., Toronto, Ont., Canada
Abstract :
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 km2 or approximately 5% of the total park area. The resulting GIS database is being used by the park for management purposes.
Keywords :
geographic information systems; vegetation mapping; Canada; GIS; Grizzly Bear Management Plan; Landsat Thematic Mapper satellite imagery; NDVI; Ursus arctos; Yoho National Park; avalanche slope classification; geographic information system; human mortality; human-bear conflicts; normalized difference vegetation index; principal component analysis; Digital elevation models; Geographic Information Systems; Humans; Image databases; Knowledge management; Principal component analysis; Remote sensing; Satellites; Surfaces; Vegetation mapping;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2003.817183