Land-use classification and mapping using landsat 8 imagery for GIS database in Langkawi Island

Land use is a physical property of the land which gives information regarding the function of the land resources. Furthermore, a land use map functions by relaying the information of land use within the area visually. Langkawi Island being one of the main attractions in Malaysia has undergone rapid...

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Main Authors:	Ahmad, Zuhairi, Azman, Nur Syahira Azlyn, Md. Rosli, Nur Suhaila,
Format:	Conference or Workshop Item
Language:	English
Published:	Kulliyyah of Science 2019
Subjects:	Q Science (General) T Technology (General)
Online Access:	http://irep.iium.edu.my/75869/ http://irep.iium.edu.my/75869/ http://irep.iium.edu.my/75869/1/ICOSMaP%202019%20-%20Abstract%20Book.pdf

id	iium-75869
recordtype	eprints
spelling	iium-758692019-12-02T13:00:12Z http://irep.iium.edu.my/75869/ Land-use classification and mapping using landsat 8 imagery for GIS database in Langkawi Island Ahmad, Zuhairi Azman, Nur Syahira Azlyn Md. Rosli, Nur Suhaila , Q Science (General) T Technology (General) Land use is a physical property of the land which gives information regarding the function of the land resources. Furthermore, a land use map functions by relaying the information of land use within the area visually. Langkawi Island being one of the main attractions in Malaysia has undergone rapid development due to tourism industry. Therefore, this paper studies the land use changes in the Langkawi Island over the period of 12 years. Land use maps were derived by analyzing temporally available satellite imageries of the area. Subsequent Landsat imageries of the year 2006, 2012 and 2018 were processed in ENVI using Normalize Difference Built-Up Index (NDBI) and supervised classification. The land use classes obtained were categorized according to the SWAT land use classification namely FRSE, AGRL, URBN, UCOM, UIDU, and UTRN. The analysis the land use maps provided the statistical comparison for the changes in the land use classes around the Langkawi Island. The changes in the area has increased especially in the urban categories. This research will provide an overview for the stakeholder to analyze the current land use of the Langkawi Island and develop future land use planning. Moreover, the map can be used for a functional land use input in the SWAT modelling and provide a temporal GIS database on the land use of Langkawi Island. Kulliyyah of Science 2019-10 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/75869/1/ICOSMaP%202019%20-%20Abstract%20Book.pdf Ahmad, Zuhairi and Azman, Nur Syahira Azlyn and Md. Rosli, Nur Suhaila and UNSPECIFIED (2019) Land-use classification and mapping using landsat 8 imagery for GIS database in Langkawi Island. In: International Conference on Oceanography and Sustainable Marine Production (ICOSMAP) 2019, 29 October 2019, Hotel Vistana, Kuantan, Pahang. (Unpublished) https://icosmap2019.wixsite.com/icosmap2019
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	Q Science (General) T Technology (General)
spellingShingle	Q Science (General) T Technology (General) Ahmad, Zuhairi Azman, Nur Syahira Azlyn Md. Rosli, Nur Suhaila , Land-use classification and mapping using landsat 8 imagery for GIS database in Langkawi Island
description	Land use is a physical property of the land which gives information regarding the function of the land resources. Furthermore, a land use map functions by relaying the information of land use within the area visually. Langkawi Island being one of the main attractions in Malaysia has undergone rapid development due to tourism industry. Therefore, this paper studies the land use changes in the Langkawi Island over the period of 12 years. Land use maps were derived by analyzing temporally available satellite imageries of the area. Subsequent Landsat imageries of the year 2006, 2012 and 2018 were processed in ENVI using Normalize Difference Built-Up Index (NDBI) and supervised classification. The land use classes obtained were categorized according to the SWAT land use classification namely FRSE, AGRL, URBN, UCOM, UIDU, and UTRN. The analysis the land use maps provided the statistical comparison for the changes in the land use classes around the Langkawi Island. The changes in the area has increased especially in the urban categories. This research will provide an overview for the stakeholder to analyze the current land use of the Langkawi Island and develop future land use planning. Moreover, the map can be used for a functional land use input in the SWAT modelling and provide a temporal GIS database on the land use of Langkawi Island.
format	Conference or Workshop Item
author	Ahmad, Zuhairi Azman, Nur Syahira Azlyn Md. Rosli, Nur Suhaila ,
author_facet	Ahmad, Zuhairi Azman, Nur Syahira Azlyn Md. Rosli, Nur Suhaila ,
author_sort	Ahmad, Zuhairi
title	Land-use classification and mapping using landsat 8 imagery for GIS database in Langkawi Island
title_short	Land-use classification and mapping using landsat 8 imagery for GIS database in Langkawi Island
title_full	Land-use classification and mapping using landsat 8 imagery for GIS database in Langkawi Island
title_fullStr	Land-use classification and mapping using landsat 8 imagery for GIS database in Langkawi Island
title_full_unstemmed	Land-use classification and mapping using landsat 8 imagery for GIS database in Langkawi Island
title_sort	land-use classification and mapping using landsat 8 imagery for gis database in langkawi island
publisher	Kulliyyah of Science
publishDate	2019
url	http://irep.iium.edu.my/75869/ http://irep.iium.edu.my/75869/ http://irep.iium.edu.my/75869/1/ICOSMaP%202019%20-%20Abstract%20Book.pdf
first_indexed	2023-09-18T21:47:18Z
last_indexed	2023-09-18T21:47:18Z
_version_	1777413535631933440

Land-use classification and mapping using landsat 8 imagery for GIS database in Langkawi Island

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