Utilization of polarization SAR Data for mapping coastal zone vegetation
Coastal vegetation is one of the important natural ecosystems that act as protection from sea wave erosion phenomena and supply oxygen to the surrounding organisms. POLSAR data with multi-band and multi-polarization is selected for these studies which are acquired on September 19, 2000 for coastal v...
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| Format: | Article |
| Language: | en |
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2006
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| Online Access: | http://eprints.utm.my/525/1/RS-11.pdf http://eprints.utm.my/525/ |
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| _version_ | 1845470296775065600 |
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| author | Marghany, Maged Zabidi, Noradilawati Wan Kadir, Wan Hazli Hashim, Mazlan |
| author_facet | Marghany, Maged Zabidi, Noradilawati Wan Kadir, Wan Hazli Hashim, Mazlan |
| author_sort | Marghany, Maged |
| building | UTM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknologi Malaysia |
| content_source | UTM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Coastal vegetation is one of the important natural ecosystems that act as protection from sea wave erosion phenomena and supply oxygen to the surrounding organisms. POLSAR data with multi-band and multi-polarization is selected for these studies which are acquired on September 19, 2000 for coastal vegetation mapping. Two methods are performed to CVV, LHH and LHV bands: polarization signature analysis and comparison of classification between two clustering techniques (Fuzzy-k-mean and ISODATA). The result shows that L band with HV polarization can distinguish coastal vegetation better than CVV. Furthermore, classification results of LHH and LHV shows that the Fuzzy-k-mean clustering is provided accuracy of 76% and also with kappa statistic of 70%.
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| format | Article |
| id | my.utm.eprints-525 |
| institution | Universiti Teknologi Malaysia |
| language | en |
| publishDate | 2006 |
| record_format | eprints |
| spelling | my.utm.eprints-5252017-10-16T00:51:13Z http://eprints.utm.my/525/ Utilization of polarization SAR Data for mapping coastal zone vegetation Marghany, Maged Zabidi, Noradilawati Wan Kadir, Wan Hazli Hashim, Mazlan U Military Science (General) GC Oceanography Coastal vegetation is one of the important natural ecosystems that act as protection from sea wave erosion phenomena and supply oxygen to the surrounding organisms. POLSAR data with multi-band and multi-polarization is selected for these studies which are acquired on September 19, 2000 for coastal vegetation mapping. Two methods are performed to CVV, LHH and LHV bands: polarization signature analysis and comparison of classification between two clustering techniques (Fuzzy-k-mean and ISODATA). The result shows that L band with HV polarization can distinguish coastal vegetation better than CVV. Furthermore, classification results of LHH and LHV shows that the Fuzzy-k-mean clustering is provided accuracy of 76% and also with kappa statistic of 70%. 2006-11 Article PeerReviewed application/pdf en http://eprints.utm.my/525/1/RS-11.pdf Marghany, Maged and Zabidi, Noradilawati and Wan Kadir, Wan Hazli and Hashim, Mazlan (2006) Utilization of polarization SAR Data for mapping coastal zone vegetation. International Conference on Space & Geo-Informatics 2006 . |
| spellingShingle | U Military Science (General) GC Oceanography Marghany, Maged Zabidi, Noradilawati Wan Kadir, Wan Hazli Hashim, Mazlan Utilization of polarization SAR Data for mapping coastal zone vegetation |
| title | Utilization of polarization SAR Data for mapping coastal zone vegetation |
| title_full | Utilization of polarization SAR Data for mapping coastal zone vegetation |
| title_fullStr | Utilization of polarization SAR Data for mapping coastal zone vegetation |
| title_full_unstemmed | Utilization of polarization SAR Data for mapping coastal zone vegetation |
| title_short | Utilization of polarization SAR Data for mapping coastal zone vegetation |
| title_sort | utilization of polarization sar data for mapping coastal zone vegetation |
| topic | U Military Science (General) GC Oceanography |
| url | http://eprints.utm.my/525/1/RS-11.pdf http://eprints.utm.my/525/ |
| url_provider | http://eprints.utm.my/ |