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Mapping vegetation communities across home ranges of mountain goats in the North Cascades for conservation and management
Journal article   Peer reviewed

Mapping vegetation communities across home ranges of mountain goats in the North Cascades for conservation and management

AG Wells, JL Rachlow, EO Garton and CG Rice
Applied Vegetation Science, Vol.15(4), pp.560-570
03/16/2012

Abstract

Question What is the composition of vegetation communities found across mountain goat ranges? Can we use L and S at 5 TM to model those vegetation communities across a mountain range to guide conservation and management plans? Location The C ascade M ountains of W ashington, USA . Methods We surveyed vegetation across previously undocumented home ranges of mountain goats, which we determined via GPS telemetry and tracking. We used non‐hierarchical cluster analysis to identify vegetation communities found therein. We linked the results of the fieldwork to a supervised classification of three L and S at 5 TM (bands 2: 0.52–0.60 μm, 3: 0.63–0.69 and 4: 0.76–0.90 μm) images acquired consecutively on 29 J uly 2005 and to aerial imagery with 1‐m resolution from the N ational A griculture I nventory P rogram ( NAIP ) to create a map of vegetation communities across the C ascade M ountain range. Finally, we evaluated the success of the classification accuracy after transforming categorical land cover into percentage cover classes at a resolution that matches the positional error of the GPS telemetry collars. Results Field reconnaissance and analysis identified eight vegetation communities across mountain goat home ranges: montane forest, sub‐alpine forest, heather, huckleberry, east‐side shrub, sparse meadow, dense meadow and cryptogram (talus). Analysis of imagery linked the vegetation communities found on mountain goat ranges to specific thematic classes and projected the classification across the entire range. We identified a scale of analysis (ca. 2 ha) that achieved balance between bias and precision resulting in an accuracy of ca. 80% based on comparison with 1‐m digital aerial imagery and survey results. Conclusions Our results demonstrate that common and readily available data can be used to produce reliable maps of percentage cover type in mountainous terrain for specific applications. Our work is the first to describe the type and distribution of vegetation communities occurring within and across mountain goat ranges along the length of the W ashington C ascades.
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