Land Cover Classification Using Landsat Data (Study Area: Pekan District, Pahang State, Malaysia)

In order to investigate the terrain changed in areas of urban, vegetation, bare land, and water type mapping in Pekan, Pahang of Malaysia using Landsat data. The data of a district of educational and research on years 2000 and 2013, were analyzed. First, will evaluating the quality of the image of L...

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Main Authors:	Mohamad Eliyass, Jamaruppin, Bayuaji, Luhur, Pebrianti, Dwi
Format:	Conference or Workshop Item
Language:	English
Published:	2015
Subjects:	QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/10494/ http://umpir.ump.edu.my/id/eprint/10494/1/Land%20Cover%20Classification%20Using%20Landsat%20Data%20%28Study%20Area-%20Pekan%20District%2C%20Pahang%20State%2C%20Malaysia%29.pdf

id	ump-10494
recordtype	eprints
spelling	ump-104942019-10-30T08:54:12Z http://umpir.ump.edu.my/id/eprint/10494/ Land Cover Classification Using Landsat Data (Study Area: Pekan District, Pahang State, Malaysia) Mohamad Eliyass, Jamaruppin Bayuaji, Luhur Pebrianti, Dwi QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering In order to investigate the terrain changed in areas of urban, vegetation, bare land, and water type mapping in Pekan, Pahang of Malaysia using Landsat data. The data of a district of educational and research on years 2000 and 2013, were analyzed. First, will evaluating the quality of the image of Landsat data. There were no obvious errors noticeable on the geometric and radiometric. In order to estimate the accuracy of the map derived from classification, a ground truth map was prepared using strip sampling on map. Image classification was performed using original and synthetic bands for following four land types: urban, water, bare land, vegetation, and cloud types. Classification was performed using maximum likelihood (ML). The highest accuracy was obtained by using ML classifier.According to the results of this study, the spectral data of Landsat data have a large potential for land type mapping in Pekan area mapping. 2015 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/10494/1/Land%20Cover%20Classification%20Using%20Landsat%20Data%20%28Study%20Area-%20Pekan%20District%2C%20Pahang%20State%2C%20Malaysia%29.pdf Mohamad Eliyass, Jamaruppin and Bayuaji, Luhur and Pebrianti, Dwi (2015) Land Cover Classification Using Landsat Data (Study Area: Pekan District, Pahang State, Malaysia). In: 4th International Conference on Software Engineering and Computer Systems (ICSECS'15), 19-21 August 2015 , Kuantan, Pahang. pp. 1-5.. (Unpublished)
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering Mohamad Eliyass, Jamaruppin Bayuaji, Luhur Pebrianti, Dwi Land Cover Classification Using Landsat Data (Study Area: Pekan District, Pahang State, Malaysia)
description	In order to investigate the terrain changed in areas of urban, vegetation, bare land, and water type mapping in Pekan, Pahang of Malaysia using Landsat data. The data of a district of educational and research on years 2000 and 2013, were analyzed. First, will evaluating the quality of the image of Landsat data. There were no obvious errors noticeable on the geometric and radiometric. In order to estimate the accuracy of the map derived from classification, a ground truth map was prepared using strip sampling on map. Image classification was performed using original and synthetic bands for following four land types: urban, water, bare land, vegetation, and cloud types. Classification was performed using maximum likelihood (ML). The highest accuracy was obtained by using ML classifier.According to the results of this study, the spectral data of Landsat data have a large potential for land type mapping in Pekan area mapping.
format	Conference or Workshop Item
author	Mohamad Eliyass, Jamaruppin Bayuaji, Luhur Pebrianti, Dwi
author_facet	Mohamad Eliyass, Jamaruppin Bayuaji, Luhur Pebrianti, Dwi
author_sort	Mohamad Eliyass, Jamaruppin
title	Land Cover Classification Using Landsat Data (Study Area: Pekan District, Pahang State, Malaysia)
title_short	Land Cover Classification Using Landsat Data (Study Area: Pekan District, Pahang State, Malaysia)
title_full	Land Cover Classification Using Landsat Data (Study Area: Pekan District, Pahang State, Malaysia)
title_fullStr	Land Cover Classification Using Landsat Data (Study Area: Pekan District, Pahang State, Malaysia)
title_full_unstemmed	Land Cover Classification Using Landsat Data (Study Area: Pekan District, Pahang State, Malaysia)
title_sort	land cover classification using landsat data (study area: pekan district, pahang state, malaysia)
publishDate	2015
url	http://umpir.ump.edu.my/id/eprint/10494/ http://umpir.ump.edu.my/id/eprint/10494/1/Land%20Cover%20Classification%20Using%20Landsat%20Data%20%28Study%20Area-%20Pekan%20District%2C%20Pahang%20State%2C%20Malaysia%29.pdf
first_indexed	2023-09-18T22:10:09Z
last_indexed	2023-09-18T22:10:09Z
_version_	1777414973662691328

Land Cover Classification Using Landsat Data (Study Area: Pekan District, Pahang State, Malaysia)

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