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http://repository.ipb.ac.id/handle/123456789/56377
Title: | Pemantauan Fase Pertumbuhan Padi Menggunakan Sensor AVNIR dan PALSAR Polarisasi Penuh (Studi Kasus PT Sang Hyang Seri, Subang) |
Authors: | Trisasongko,Bambang H. Panuju,Dyah R. Cahyaningsih, Setia Wahyu |
Keywords: | Bogor Agricultural University (IPB) NDVI backscatter PALSAR AVNIR-2 rice |
Issue Date: | 2012 |
Abstract: | Rice is fundamental for most Indonesian people. Monitoring rice field is therefore important in order to obtain information required by food or agriculture planning. This task could be accomplished by using satellite-based remote sensing technology, including ALOS. In this research, ALOS capability in provision rice field information are explored through its two main sensors, i.e. optical-based AVNIR-2 and PALSAR, which is a SAR sensor, primarily focused on fully polarimetric data. ALOS PALSAR data used in this research were acquired in 2007 and 2009, while ALOS AVNIR images were attained in 2008 and 2009. This research shows that NDVI values based on AVNIR-2 fluctuate during both observations. In 2008 and 2009 images, the NDVI range was 0,238-0,549 and -0,209-0,516 respectively. The diversity of NDVI value in rice field was caused by varying growth phases such as vegetative, generative, mature, and pre- harvest. In this research, rice growth phase were studied using linear backscatter analysis using fully polarimetric (PLR) PALSAR image. In many phases, HH consistently produced higher backscatter coefficient compared to other linear polarization components, i.e. HV and VV. Analysis showed that HH is the most suitable polarization for monitoring rice field. This is due to the fact that HH polarization is more sensitive to variations of rice structure in different age levels. Classification using decision tree was implemented by exploiting QUEST and CRUISE algorithms. Using PALSAR image, classification accuracy based on CRUISE and QUEST was 56,36 % and 40 % respectively. Accuracy on AVNIR-2 was higher than PALSAR, i.e. 94,74 % and 90,91 % using CRUISE and QUEST respectively. |
URI: | http://repository.ipb.ac.id/handle/123456789/56377 |
Appears in Collections: | UT - Soil Science and Land Resources |
Files in This Item:
File | Description | Size | Format | |
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A12swc.pdf Restricted Access | full text | 17.54 MB | Adobe PDF | View/Open |
Abstract.pdf Restricted Access | Abstract | 281.7 kB | Adobe PDF | View/Open |
AbstraK.pdf Restricted Access | Abstrak | 282.52 kB | Adobe PDF | View/Open |
BAB I Pendahuluan.pdf Restricted Access | BAB I | 290.77 kB | Adobe PDF | View/Open |
BAB II Tinjauan Pustaka.pdf Restricted Access | BAB II | 342.74 kB | Adobe PDF | View/Open |
BAB III Bahan dan Metode.pdf Restricted Access | BAB III | 466.28 kB | Adobe PDF | View/Open |
BAB IV Kondisi Umum Daerah Penelitian.pdf Restricted Access | BAB IV | 336.22 kB | Adobe PDF | View/Open |
BAB V Hasil dan Pembahasan.pdf Restricted Access | BAB V | 1.45 MB | Adobe PDF | View/Open |
BAB VI Kesimpulan dan Saran.pdf Restricted Access | BAB VI | 278.59 kB | Adobe PDF | View/Open |
Cover.pdf Restricted Access | Cover | 284.48 kB | Adobe PDF | View/Open |
Lampiran.pdf Restricted Access | Lampiran | 330.36 kB | Adobe PDF | View/Open |
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