Rangeland Ecology & Management

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Classification of Willow Species Using Large-Scale Aerial Photography
Author
Petersen, Steven L.
Stringham, Tamzen K.
Laliberte, Andrea S.
Publisher
Society for Range Management
Publication Year
2005-11-01
Body

The distribution characteristics of willow (genus Salix) can be evaluated with the use of remote sensing, geographic information systems (GIS) technologies, and spatial analysis. This information can be used to better understand willow ecology, such as willow community composition, species relationships, and associations with other landscape attributes (i.e., soils, elevation gradients, water sources, and landscape position). Aerial photographs of a willow-dominated riparian area located in southeastern Oregon were taken in November 1999 at a 1:2 400 scale. Four basic techniques were used to separate willow species from each other in both color and infrared images using ERDAS Imagine® GIS. Willow species included Geyers willow (Salix geyeriana Anderson), Booth willow (Salix boothii Dorn), and Lemmon’s willow (Salix lemmonii Bebb). The techniques used to analyze aerial photographs included image resampling (degrade), image filtering (smoothing), unsupervised classification, and supervised classification. Highest accuracy was obtained using a supervised classification of the color images smoothed with a low-pass convolution filter (84.6% accuracy). Spectral samples were collected using a polygon digitizing method, which had superior results compared to the seed or region growing method. The infrared image was least effective in separating the plants into species classes (58.6% accuracy). This may be due to the lack of the blue band in the infrared image.  The Rangeland Ecology & Management archives are made available by the Society for Range Management and the University of Arizona Libraries. Contact lbry-journals@email.arizona.edu for further information. Migrated from OJS platform August 2020 Legacy DOIs that must be preserved: 10.2458/azu_rangelands_v58i6_stringham

Language
en
Resource Type
Text
Document Type
Journal Issue/Article
Digital Object Identifier (DOI)
10.2111/04-129R1.1
Additional Information
Petersen, S. L., Stringham, T. K., & Laliberte, A. S. (2005). Classification of willow species using large-scale aerial photography. Rangeland Ecology & Management, 58(6), 582-587.
IISN
0022-409X
OAI Identifier
oai:repository.arizona.edu:10150/643384
Journal Volume
58
Journal Number
6
Journal Pages
582-587
Journal Name
Rangeland Ecology & Management
Keywords
ecology
remote sensing
Salix
GIS
ERDAS Imagine