Entropy algorithm for automatic detection of oil spill from radarsat-2 SAR data
Creators
- 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/10.1088/1755-1315/18/1/012051Additional details
Identifiers
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