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Entropy algorithm for automatic detection of oil spill from radarsat-2 SAR data

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Published under licence by IOP Publishing Ltd
, , Citation M Marghany and J van Genderen 2014 IOP Conf. Ser.: Earth Environ. Sci. 18 012051 DOI 10.1088/1755-1315/18/1/012051

1755-1315/18/1/012051

Abstract

Synthetic aperture radar (SAR) is a precious foundation of oil spill detection, surveying and monitoring that improves oil spill detection by various approaches. The main objective of this work is to design automatic detection procedures for oil spill in synthetic aperture radar (SAR) satellite data. In doing so the Entropy algorithm tool was designed to investigate the occurrence of oil spill in Gulf of Mexico using RADARSAT-2 SAR satellite data. The study shows that entropy algorithm provides accurate pattern of oil slick in SAR data. This shown by 90% for oil spill, 3% look-alike and 7% for sea roughness using the receiver -operational characteristics (ROC) curve. It can therefore be concluded Entropy algorithm can be used as automatic tool for oil spill detection in RADARSAT-2 SAR data.

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10.1088/1755-1315/18/1/012051