A Study on the Delineation of Coral Reefs in Andaman and Lakshadweep Islands Using RISAT-1 Data

被引:3
|
作者
Nair, Thara [1 ]
James, Latha [2 ]
Rao, C. V. [2 ]
Prasad, A. V. V. [3 ]
Krishna, B. Gopala [4 ]
Dadhwal, V. K. [5 ]
机构
[1] NRSC ISRO, IODPD, Hyderabad 500037, Andhra Prades, India
[2] NRSC ISRO, SPD G&SP, Hyderabad 500037, Andhra Prades, India
[3] NRSC ISRO, MRS&GDP, Hyderabad 500037, Andhra Prades, India
[4] NRSC ISRO, DPPA&WAA, Hyderabad 500037, Andhra Prades, India
[5] IIST, Thiruvananthapuram 695547, Kerala, India
关键词
Coral reef; Delineation; RISAT-1; ASCAT; Andaman; Hydrodynamic modulation; Microwave remote sensing application; GREAT-BARRIER-REEF; SATELLITE SENSORS; REMOTE; ENVIRONMENT; EXTRACTION; AUSTRALIA; IMAGES; SAR;
D O I
10.1007/s12524-016-0634-x
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Coral reefs are one of the most diverse of all marine ecosystems and are often referred to as the "rain-forests of the sea''. Though they cover less than one per cent of Earth's surface, they are home to one quarter of all ocean species by providing food and shelter to them. Optical remote sensing has been widely employed for mapping and monitoring coral reefs. But the application of microwave remote sensing has been an alternate domain in this area. This study explores the possibility of utilizing synthetic aperture radar (SAR) data of Radar Imaging Satellite-I, India's first indigenous microwave satellite to delineate the coral reefs in Andaman and Lakshadweep Islands in the Indian Ocean. The dual polarized data, after reducing the speckle has been classified to delineate the coral reefs in the vicinity of both islands. SAR has a performance comparable with passive optical sensors under favourable conditions of imaging, viz. optimum tidal current and surface winds. The study results are compared with the international coral reef reference map and are found to be highly promising, with an overall accuracy of 98.3% and a Kappa coefficient of 0.944 for fringing reefs in Andaman region. For the atolls in Lakshadweep region, the overall accuracy is found to be 92.99% and the Kappa coefficient is estimated at 0.7377. This study tries to explore a different horizon for microwave remote sensing in coral reef studies. It is seen that, optical and microwave remote sensing can provide a mutually supporting platform in coral reef delineation, in terms of imaging depth as well as climatic conditions.
引用
收藏
页码:873 / 885
页数:13
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