Published February 25, 2014 | Version v1
Journal article

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

  • 1. Institute of Geospatial Science and Technology (INSTeG) Universiti Teknologi Malaysia, 81310 UTM, Skudai, Johor Bahru (Malaysia)

Description

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

Availability note (English)

Available from http://dx.doi.org/10.1088/1755-1315/18/1/012051

Additional details

Publishing Information

Journal Title
IOP Conference Series: Earth and Environmental Science (EES)
Journal Volume
18
Journal Issue
1
Journal Page Range
[5 p.]
ISSN
1755-1315

Conference

Title
8. international symposium of the digital Earth
Acronym
ISDE8
Dates
26-29 Aug 2013
Place
Kuching, Sarawak (Malaysia)

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
47055130
Subject category
S54: ENVIRONMENTAL SCIENCES;
Resource subtype / Literary indicator
Conference
Descriptors DEI
ALGORITHMS; DETECTION; DIAGRAMS; ENTROPY; ENVIRONMENTAL IMPACTS; GULF OF MEXICO; MONITORING; OIL SPILLS; OILS; RADAR; SATELLITES
Descriptors DEC
ACCIDENTS; ATLANTIC OCEAN; CARIBBEAN SEA; INFORMATION; MATHEMATICAL LOGIC; MEASURING INSTRUMENTS; ORGANIC COMPOUNDS; OTHER ORGANIC COMPOUNDS; PHYSICAL PROPERTIES; RANGE FINDERS; SEAS; SURFACE WATERS; THERMODYNAMIC PROPERTIES