• Title/Summary/Keyword: SMAalgorithm

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A Study on the Urban Growth Change using Satellite Imagery Data (위성영상자료를 활용한 도시성장변화에 관한 연구)

  • Kim, Yoon-Soo;Kim, Jung-Hwan;Jung, Eung-Ho;Ryu, Ji-Won
    • Journal of the Korean Association of Geographic Information Studies
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    • v.5 no.2
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    • pp.81-90
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    • 2002
  • Remote Sensing has been very useful tool in monitoring of cities and updating of GIS database compare to traditional methods due to its benefit; wide range covering on low cost and advanced data collection. However it had come to a limited method in limited researches because of its relatively poor spatial resolution in scanning. Recently launched satellites are able to produce improved imageries, and new commercial services have been commenced for the use of general public with higher spatial resolution up to $1m{\times}1m$. This study tackled a potential use of these improved satellite imageries in urban planning based on the Multi-temporal satellite imagery with particular reference to monitoring on urban areas, for example urbanization and its expanding. i) Portion of individual features and elements in each pixel of satellite imagery was computed based on 'Endmember' of targeted elements. ii) Urbanized areas were categorized based on the 'Fraction imagery' derived from the 'SMA algorithm'. iii) Alterations and expanding of urban areas were identified based on the Multi-temporal satellite imageries. Tested method showed a strong potential to produce more advanced monitoring skills of urban areas.

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