Autonomous coastal land cover assessment using polarimetric decomposition of SAR data

被引:0
作者
Trisasongko B.H. [1 ]
机构
[1] Department of Soil Science and Land Resources and P4W/CRESTPENT, Bogor Agricultural University, Bogor 16680, Jalan Meranti, Dramaga Campus
关键词
Cloude-pottier decomposition; Kalimantan; Polarimetry; Sungai wain; Synthetic aperture radar;
D O I
10.5614/itbj.eng.sci.2011.43.2.2
中图分类号
学科分类号
摘要
The paper reports an experiment on classification using fully polarimetric SAR data. Many reports have been presented mentioning test sites in temperate regions utilizing polarimetric SAR data from airborne and/or spaceborne SAR sensors. However, few studies are dedicated to tropical region which highly dynamic land uses are observed. Using the AirSAR Sungai Wain fully polarimetric data, capability to extract features in coastal region has been demonstrated by an unsupervised classification technique fed by the Cloude-Pottier decomposition theorem.
引用
收藏
页码:101 / 112
页数:11
相关论文
共 11 条
[1]  
Melack J.M., Tropical Freshwater Wetlands, (2004)
[2]  
Ahmed M.H., El L.B.M., Thompson J.R., Flower R.J., Ramdani M., Ayache F., Hassan S.M., Application of remote sensing to site characterisation and environmental change analysis of North African coastal lagoons, Hydrobiologia, 622, pp. 147-171, (2009)
[3]  
Huang J., Lin J., Tu Z., Detecting spatiotemporal change of land use and landscape pattern in a coastal gulf region, Southeast of China, Environment, Development and Sustainability, 12, pp. 35-48, (2010)
[4]  
Pottier E., SAR polarimetry and applications, Proc. POLinSAR Workshop, (2005)
[5]  
Cloude S.R., Pottier E., An entropy based classification scheme for land applications of polarimetric SAR, IEEE Transactions On Geoscience and Remote Sensing, 35, pp. 68-78, (1997)
[6]  
Putignano C., Schiavon G., Solimini D., Trisasongko B., Unsupervised Classification of a Central Italy Landscape By Polarimetric L-band SAR Data, (2005)
[7]  
Trisasongko B.H., Tropical mangrove mapping using fully- polarimetric radar data, ITB Journal of Science, 41 A, 2, pp. 98-109, (2009)
[8]  
Cloude S.R., Pottier E., Concept of polarisation entropy in optical scattering, Optical Engineering, 34, pp. 1599-1610, (1995)
[9]  
Pottier E., Unsupervised Classification Scheme and Topography Derivation of PolSAR Data Based On the H/A/α Polarimetric Decomposition Theorem, (1998)
[10]  
Lee J.-S., Grunes M.R., Ainsworth T.L., Du L.-J., Schuler D.L., Cloude S.R., Unsupervised Classification Using Polarimetric Decomposition and The Complex Wishart Classifier, IEEE Transactions On Geoscience and Remote Sensing, 37, pp. 2249-2258, (1999)