Cosmo-SkyMed X-band SAR data for classification of ice-free areas and glacier facies on Potter Peninsula, King George Island Antarctica

被引:3
|
作者
de Andrade, Andre Medeiros [1 ]
Arigony-Neto, Jorge [2 ]
Bremer, Ulisses Franz [1 ]
Machado Michel, Roberto Ferreira [3 ]
Fassoni-Andrade, Alice Cesar [1 ]
Goncalves Reynaud Schaefer, Carlos Ernesto [4 ]
Simoes, Jefferson Cardia [1 ]
机构
[1] Univ Fed Rio Grande do Sul, Ctr Polar & Climat, Porto Alegre, RS, Brazil
[2] Univ Fed Rio Grande, Lab Monitoramento Criosfera, Rio Grande, Brazil
[3] Univ Estadual Santa Cruz, Nucleo Terrantar, Ilheus, Brazil
[4] Univ Fed Vicosa, Nucleo Terrantar, Vicosa, MG, Brazil
关键词
Maximum likelihood; remote sensing; SAR image;
D O I
10.1080/10106049.2015.1077899
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The climate change phenomena have been influencing terrestrial and glacial ecosystems around the planet. Maritime Antarctica is especially sensitive to these climate variations and over the last 50years increasing global air temperatures have caused extensive glacial retreat. The objective of this study is to evaluate the potential use of the SAR technology in monitoring the surface dynamics of the Potter Peninsula, King George Island, maritime Antarctica. An image generated by the SAR satellite COSMO-SkyMed, obtained on 2 February 2011, was used to extract the backscattering values of targets on the surface for further processing and classification, using a supervised statistic classifier of maximum likelihood for the determination of the surface classes. The average backscattering of water bodies presented high similarity, which made its separation unattainable. On the other hand, the surface classes' bare ice and wet snow over the glacier presented distinct average backscattering values, which allowed an efficient and precise classification using only this parameter. The classification process showed satisfactory results for periglacial environments, presenting high fidelity to the field data.
引用
收藏
页码:803 / 812
页数:10
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