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...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2015
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| Subjects: | |
| Online Access: | 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 |
| _version_ | 1796990805090500608 |
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| author | Mohamad Eliyass, Jamaruppin Bayuaji, Luhur Pebrianti, Dwi |
| author_facet | Mohamad Eliyass, Jamaruppin Bayuaji, Luhur Pebrianti, Dwi |
| author_sort | Mohamad Eliyass, Jamaruppin |
| collection | UMP |
| 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. |
| first_indexed | 2024-03-06T11:57:00Z |
| format | Conference or Workshop Item |
| id | UMPir10494 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T11:57:00Z |
| publishDate | 2015 |
| record_format | dspace |
| spelling | UMPir104942019-10-30T08:54:12Z 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) |
| 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) |
| title | 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_short | 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 |
| topic | QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering |
| url | 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 |
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