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Classification of satellite fused data for land use mapping in development plan

Mohd. Noor, Norzailawati and Abdullah, Alias and Hashim, Mazlan (2011) Classification of satellite fused data for land use mapping in development plan. Journal of the Malaysian Institute of Planners, 9. pp. 97-106. ISSN 1675-6215

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Abstract

Land use mapping in development plan basically provides resources of information and important tool in decision making. In relation to this, fine resolution of recent satellite remotely sensed data have found wide applications in land use/land cover mapping. This study reports on work carried out for classification of fused image for land use mapping in detail scale for Local Plan. The LANDSATTM, SPOT Pan and IKONOS satellite were fused and examined using three data fusion techniques, namely Principal Component Transform (PCT), Wavelet Transform and Multiplicative fusing approach. The best fusion technique for three datasets was determined based on the assessment of class separabilities and visualizations evaluation of the selected subset of the fused datasets, respectively.

Item Type: Article (Journal)
Additional Information: 6608/13296
Uncontrolled Keywords: Data fusion, classification, remote sensing, land use mapping, development plan
Subjects: G Geography. Anthropology. Recreation > G Geography (General)
G Geography. Anthropology. Recreation > GE Environmental Sciences
H Social Sciences > H Social Sciences (General)
T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Architecture and Environmental Design > Department of Urban & Regional Planning
Depositing User: Prof. Dato' Dr. Alias Abdullah
Date Deposited: 26 Jan 2012 15:50
Last Modified: 23 Dec 2015 08:32
URI: http://irep.iium.edu.my/id/eprint/13296

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