• DocumentCode
    1870421
  • Title

    Archaeological land use characterization using multispectral remote sensing data

  • Author

    Villalon-Turrubiates, Ivan E. ; Llovera-Torres, Maria J.

  • Author_Institution
    Centro Univ. de los Valles, Univ. de Guadalajara, Guadalajara, Mexico
  • fYear
    2011
  • fDate
    24-29 July 2011
  • Firstpage
    86
  • Lastpage
    89
  • Abstract
    Much of human history can be traced through the impacts of human actions upon the environment. The use of remote sensing technology offers the archeologist the opportunity to detect these impacts which are often invisible to the naked eye. The extraction of remote sensing signatures from a particular geographical region allows the generation of geophysical signature maps; this can be achieved using an accurate and recently developed multispectral image classification approach based on pixel statistics for the class description, which is referred to as the Weighted Pixel Statistics method. This paper presents the prospective study for archaeological land use characterization using multispectral remote sensing data provided by SPOT-5 imagery. The results obtained with this study probe the efficiency of the classification technique.
  • Keywords
    archaeology; image classification; remote sensing; statistics; SPOT-5 imagery; archaeological land use characterization; class description; classification technique; geophysical signature map generation; multispectral image classification; multispectral remote sensing data; weighted pixel statistics method; Humans; Instruments; Presses; Remote sensing; Satellites; Synthetic aperture sonar; Training data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
  • Conference_Location
    Vancouver, BC
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4577-1003-2
  • Type

    conf

  • DOI
    10.1109/IGARSS.2011.6048904
  • Filename
    6048904