Please use this identifier to cite or link to this item:
http://repository.ipb.ac.id/handle/123456789/54478
Title: | Klasifikasi Tutupan Lahan Wilayah Peri-Urban Berdasarkan Ciri Tekstur Menggunakan Data Terrasar-X synthetic aperture radar, peri-urban, TerraSAR-X, tone, texture, decision tree |
Authors: | Adrianto, Hari Agung Trisasongko, Bambang H. Syah, Arif Nofyan |
Keywords: | Bogor Agricultural University (IPB) synthetic aperture radar peri-urban TerraSAR-X tone texture decision tree |
Issue Date: | 2012 |
Abstract: | Peri-urban is developed in urban or metropolitan fringe. The area has particular characteristics such as scattered settlements, slightly urbanized, fast population growth and a tendency of environmental degradation. Monitoring in this area is then required, especially to assess agricultural land conversion. This paper discusses an application of dual-polarized TerraSAR-X Spotlight Mode to retrieve various land cover in Sidoarjo, East Java. Specifically, the research studied discrimination among water bodies, rice fields, settlements, woody vegetation and industrial parks at X-band. The research compiled tonal and textural information from those land cover types and fed those signatures into statistical analysis. Decision tree classification method is applied to classify and to find most informative features. The results suggested that TerraSAR-X has capability to distinguish some land cover features; nonetheless, some objects could not have specific tonal/textural signatures, making them hard to classify. |
URI: | http://repository.ipb.ac.id/handle/123456789/54478 |
Appears in Collections: | UT - Computer Science |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
G12ans.pdf Restricted Access | full text | 1.69 MB | Adobe PDF | View/Open |
G12ans_cover.pdf Restricted Access | Cover | 286.79 kB | Adobe PDF | View/Open |
G12ans daftar pustaka.pdf Restricted Access | Daftar Pustaka | 287.26 kB | Adobe PDF | View/Open |
G12ans_Hasil Penelitian.pdf Restricted Access | BAB IV | 1.35 MB | Adobe PDF | View/Open |
G12ans_kesimpulan.pdf Restricted Access | BAB V | 379.35 kB | Adobe PDF | View/Open |
G12ans_lampiran.pdf Restricted Access | Lampiran | 355.98 kB | Adobe PDF | View/Open |
G12ans_Metode Penelitian.pdf Restricted Access | BAB III | 480.94 kB | Adobe PDF | View/Open |
G12ans_pendahuluan.pdf Restricted Access | BAB I | 288.34 kB | Adobe PDF | View/Open |
G12ans_riwayat hidup.pdf Restricted Access | Riwayat Hidup | 282.25 kB | Adobe PDF | View/Open |
G12ans_Tinjauan Pustaka.pdf Restricted Access | BAB II | 471.11 kB | Adobe PDF | View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.