Community type differentiation using NOAA/AVHRR data within a sagebrush-steppe ecosystem

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Abstract

We assessed the ability of AVHRR/NDVI data to record intrabiome variability of phenological and structural characteristics of three dominant vegetation communities in the intermountain northwest. Seasonal NDVI signatures were developed from biweekly composite data for two grass and one shrub community within a sagebrush-steppe ecosystem. The signatures were found statistically separable (p = 0.01) among all three communities in three of 19 composite periods, and between shrub and grass in 15 of 19. Integrated NDVI provided the greatest differentiation among the communities due to ordinal consistency of the three signatures throughout the growing season. A supervised classification of adjacent regions with contrasting topography and substrate was tested for accuracy, and results indicate a strong potential for AVHRR applications to community-level vegetation differentiation. Classification errors are primarily caused by subpixel scale topographic and soil background variations that may not be correctable for coarse resolution imagery.

Original languageEnglish
Pages (from-to)311-318
Number of pages8
JournalRemote Sensing of Environment
Volume46
Issue number3
DOIs
StatePublished - Dec 1993

Funding

Essential assistance was provided by Janelle Downs and Guy McWethy at Pacific Northwest Laboratories and by Joseph White, Lars Pierce, Peter Thornton, and Dr. Ramakrishna Ne-mani at the University of Montana. This research was supported by the Ecological Sciences Division of the U.S. Department of Energy under Contract No. DE-ACO6-76RLO 1830 with Bat-telle Memorial Institute and by NASA Contract No. NAS5-31368 to Steven W. Running. Anonymous reviewers provided helpful contributions to structure and presentation.

FundersFunder number
DE-ACO6-76RLO 1830
National Aeronautics and Space AdministrationNAS5-31368

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