Evaluation Of Land Cover Changes In Sultan Azlan Shah Dam Catchment Using Remote Sensing Techniques

The study deals with analyzing of the land cover change pattern in the Sultan Azlan Shah (SASD) catchment over a period of 14 years using updated remote sensing data. SPOT XS with acquisition date at 15 January 1996. SPOT 4 MS with acquisition date at 10 February 2002 and SPOT 5 MS with acquisition...

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Main Author: Razak, Mohd Firdaus Abdul
Format: Thesis
Language:English
Published: 2013
Subjects:
Online Access:http://eprints.usm.my/46165/1/Mohd%20Firdaus%20Bin%20Abdul%20Razak24.pdf
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spelling my-usm-ep.461652020-02-11T02:13:15Z Evaluation Of Land Cover Changes In Sultan Azlan Shah Dam Catchment Using Remote Sensing Techniques 2013-12 Razak, Mohd Firdaus Abdul TA1-2040 Engineering (General). Civil engineering (General) The study deals with analyzing of the land cover change pattern in the Sultan Azlan Shah (SASD) catchment over a period of 14 years using updated remote sensing data. SPOT XS with acquisition date at 15 January 1996. SPOT 4 MS with acquisition date at 10 February 2002 and SPOT 5 MS with acquisition date at 20 February 2010 were used to generated land cover classification map. Unsupervised, supervised and hybrid classification methods were implemented in the classification process. A further post-classification processing was applied to the hybrid classification map which has produced the highest accuracy. Subsequently, post-classification comparison (PCC) was used to analyze the change in land cover. The results shows that using hybrid classification method produced highest overall accuracies for image 1996, 2002 and 2010 which were 77.60% ( =0.7267), 80.91% ( =0.7456) and 80.00% ( =0.7267). 2013-12 Thesis http://eprints.usm.my/46165/ http://eprints.usm.my/46165/1/Mohd%20Firdaus%20Bin%20Abdul%20Razak24.pdf application/pdf en public masters Universiti Sains Malaysia Pusat Pengajian Kejuruteraan Awam
institution Universiti Sains Malaysia
collection USM Institutional Repository
language English
topic TA1-2040 Engineering (General)
Civil engineering (General)
spellingShingle TA1-2040 Engineering (General)
Civil engineering (General)
Razak, Mohd Firdaus Abdul
Evaluation Of Land Cover Changes In Sultan Azlan Shah Dam Catchment Using Remote Sensing Techniques
description The study deals with analyzing of the land cover change pattern in the Sultan Azlan Shah (SASD) catchment over a period of 14 years using updated remote sensing data. SPOT XS with acquisition date at 15 January 1996. SPOT 4 MS with acquisition date at 10 February 2002 and SPOT 5 MS with acquisition date at 20 February 2010 were used to generated land cover classification map. Unsupervised, supervised and hybrid classification methods were implemented in the classification process. A further post-classification processing was applied to the hybrid classification map which has produced the highest accuracy. Subsequently, post-classification comparison (PCC) was used to analyze the change in land cover. The results shows that using hybrid classification method produced highest overall accuracies for image 1996, 2002 and 2010 which were 77.60% ( =0.7267), 80.91% ( =0.7456) and 80.00% ( =0.7267).
format Thesis
qualification_level Master's degree
author Razak, Mohd Firdaus Abdul
author_facet Razak, Mohd Firdaus Abdul
author_sort Razak, Mohd Firdaus Abdul
title Evaluation Of Land Cover Changes In Sultan Azlan Shah Dam Catchment Using Remote Sensing Techniques
title_short Evaluation Of Land Cover Changes In Sultan Azlan Shah Dam Catchment Using Remote Sensing Techniques
title_full Evaluation Of Land Cover Changes In Sultan Azlan Shah Dam Catchment Using Remote Sensing Techniques
title_fullStr Evaluation Of Land Cover Changes In Sultan Azlan Shah Dam Catchment Using Remote Sensing Techniques
title_full_unstemmed Evaluation Of Land Cover Changes In Sultan Azlan Shah Dam Catchment Using Remote Sensing Techniques
title_sort evaluation of land cover changes in sultan azlan shah dam catchment using remote sensing techniques
granting_institution Universiti Sains Malaysia
granting_department Pusat Pengajian Kejuruteraan Awam
publishDate 2013
url http://eprints.usm.my/46165/1/Mohd%20Firdaus%20Bin%20Abdul%20Razak24.pdf
_version_ 1747821624275501056