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Home > Society and Social Sciences > Politics and government > Digital Classification of Landsat Data for Vegetation and Land-Cover Mapping in the Blackfoot River Watershed, Southeastern Idaho: Usgs Professional P
Digital Classification of Landsat Data for Vegetation and Land-Cover Mapping in the Blackfoot River Watershed, Southeastern Idaho: Usgs Professional P

Digital Classification of Landsat Data for Vegetation and Land-Cover Mapping in the Blackfoot River Watershed, Southeastern Idaho: Usgs Professional P


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About the Book

This paper documents the procedures, results, and final products of a digital analysis of Landsat data used to produce a vegetation and landcover map of the Blackfoot River watershed in southeastern Idaho. Resource classes were identified at two levels of detail: generalized Level I classes (for example, forest land and wetland) and detailed Levels II and III classes (for example, conifer forest, aspen, wet meadow, and riparian hardwoods). Training set statistics were derived using a modified clustering approach. Environmental stratification that separated uplands from lowlands improved discrimination between resource classes having similar spectral signatures. Digital classification was performed using a maximum likelihood algorithm. Classification accuracy was determined on a single-pixel basis from a random sample of 25-pixel blocks. These blocks were transferred to small-scale color-infrared aerial photographs, and the image area corresponding to each pixel was interpreted. Classification accuracy, expressed as percent agreement of digital classification and photo-interpretation results, was 83.0: t 2.1 percent (0.95 probability level) for generalized (Level I) classes and 52.2: t 2.8 percent (0.95 probability level) for detailed (Levels II and III) classes. After the classified images were geometrically corrected, two types of maps were produced of Level I and Levels II and III resource classes: color-coded maps at a 1:250,000 scale, and flatbed-plotter overlays at a 1:24,000 scale. The overlays are more useful because of their larger scale, familiar format to users, and compatibility with other types of topographic and thematic maps of the same scal


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Product Details
  • ISBN-13: 9781287010548
  • Publisher: Bibliogov
  • Publisher Imprint: Bibliogov
  • Height: 246 mm
  • Sub Title: Usgs Professional P
  • Width: 189 mm
  • ISBN-10: 1287010547
  • Publisher Date: 01 Mar 2013
  • Binding: Paperback
  • Spine Width: 2 mm
  • Weight: 95 gr


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