File:Scene classification using high spatial resolution multispectral data (IA sceneclassificat109455926).pdf

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Summary

Scene classification using high spatial resolution multispectral data   (Wikidata search (Cirrus search) Wikidata query (SPARQL)  Create new Wikidata item based on this file)
Author
Garner, Jamada J.
image of artwork listed in title parameter on this page
Title
Scene classification using high spatial resolution multispectral data
Publisher
Monterey California. Naval Postgraduate School
Description

Spectral imagery has traditionally been an important tool for terrain categorization (TERCAT). High-spatial resolution (8-meter), 4-color MSI data from IKONOS provide a new tool for scene classification. The utility of these data are studied for the purpose of classifying the Elkhorn Slough and surrounding wetlands in central California. The specific goal was to determine to what degree an existing classification map could be replicated using the 4-color imagery. The existing map was used as an input to a supervised classification process. Errors in that map required development of revised exemplar spectra sets, eliminating mixed classes. Classification was done using a spectral angle mapper and maximum likelihood classifier. Results were compared to the original classification map. Confusion matrix calculations showed agreement at the 10-20% level. This lack of agreement is attributed to errors in the original map at the relatively high resolution of IKONOS.


Subjects: Remote sensing
Language English
Publication date June 2002
Current location
IA Collections: navalpostgraduateschoollibrary; fedlink
Accession number
sceneclassificat109455926
Source
Internet Archive identifier: sceneclassificat109455926
https://archive.org/download/sceneclassificat109455926/sceneclassificat109455926.pdf
Permission
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This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. As such, it is in the public domain, and under the provisions of Title 17, United States Code, Section 105, may not be copyrighted.

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Date/TimeThumbnailDimensionsUserComment
current12:50, 24 July 2020Thumbnail for version as of 12:50, 24 July 20201,275 × 1,650, 159 pages (21.52 MB)FEDLINK - United States Federal Collection sceneclassificat109455926 (User talk:Fæ/IA books#Fork8) (batch 1993-2020 #27126)
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