Development of cloud removal and land cover Change extraction algorithms for remotely-sensed Landsat imagery
Land cover change monitoring requires the analysis of remotely-sensed data. In the tropics this is difficult because of persistent cloud cover, and data availability. This research focuses on the elimination of cloud cover as an important step towards addressing the issue of change detection. The re...
| Main Author: | |
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| Format: | Thesis |
| Language: | English |
| Published: |
Curtin University
2011
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| Online Access: | http://hdl.handle.net/20.500.11937/515 |
| _version_ | 1848743400333901824 |
|---|---|
| author | Usman, Ahmad Basyiruddin |
| author_facet | Usman, Ahmad Basyiruddin |
| author_sort | Usman, Ahmad Basyiruddin |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Land cover change monitoring requires the analysis of remotely-sensed data. In the tropics this is difficult because of persistent cloud cover, and data availability. This research focuses on the elimination of cloud cover as an important step towards addressing the issue of change detection. The result produced clearer images, whereas some persistent cloud remains. This persistent cloud and the cloud adjacency effects diminish the quality of image product and affect the change detection quality. |
| first_indexed | 2025-11-14T05:44:58Z |
| format | Thesis |
| id | curtin-20.500.11937-515 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T05:44:58Z |
| publishDate | 2011 |
| publisher | Curtin University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-5152017-02-20T06:42:28Z Development of cloud removal and land cover Change extraction algorithms for remotely-sensed Landsat imagery Usman, Ahmad Basyiruddin Land cover change monitoring requires the analysis of remotely-sensed data. In the tropics this is difficult because of persistent cloud cover, and data availability. This research focuses on the elimination of cloud cover as an important step towards addressing the issue of change detection. The result produced clearer images, whereas some persistent cloud remains. This persistent cloud and the cloud adjacency effects diminish the quality of image product and affect the change detection quality. 2011 Thesis http://hdl.handle.net/20.500.11937/515 en Curtin University fulltext |
| spellingShingle | Usman, Ahmad Basyiruddin Development of cloud removal and land cover Change extraction algorithms for remotely-sensed Landsat imagery |
| title | Development of cloud removal and land cover Change extraction algorithms for remotely-sensed Landsat imagery |
| title_full | Development of cloud removal and land cover Change extraction algorithms for remotely-sensed Landsat imagery |
| title_fullStr | Development of cloud removal and land cover Change extraction algorithms for remotely-sensed Landsat imagery |
| title_full_unstemmed | Development of cloud removal and land cover Change extraction algorithms for remotely-sensed Landsat imagery |
| title_short | Development of cloud removal and land cover Change extraction algorithms for remotely-sensed Landsat imagery |
| title_sort | development of cloud removal and land cover change extraction algorithms for remotely-sensed landsat imagery |
| url | http://hdl.handle.net/20.500.11937/515 |