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Vegetation structure has been identified as an important indicator in assessing biodiversity in forested landscapes. To assess forest structure at a regional or landscape resolution various forms of remote sensing are commonly used. This paper provides a novel approach for using lidar data to provide a continuous (30m) spatial resolution vegetation structure base map of ten natural sub regions in boreal and foothills forests in Alberta, Canada. The processed lidar data united with habitat indexes and 3 km x 7 km photo plot data provided by the ABMI is used to generate 8 classes of forest habitat structure categories. The data is than analyzed using cluster analysis to predict biodiversity metrics to be used by resource planners, governments, and other stakeholders.


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