Genetic Algorithm for Oil Spill Automatic Detection from Multisar Satellite Data

Oil Spill Pollution Automatic Detection from MultiSAR Satellite Data Using Genetic Algorithm

Automatic Detection Algorithms for Oil Spill from Multisar Data

The main objective of this work is to develop comparative automatic detection procedures for oil spill pixels in multimode (Standard beam S2, Wide beam W1 and fine beam F1) RADARSAT-1 SAR satellite data that were acquired in the Malacca Straits using two algorithms namely, post supervised classification, and neural network (NN) for oil spill detection. The results show that NN is the best indic...

Neural Network Algorithm for Oil Spill Automatic Detection from Multi Mode Radarsat-1 Sar Satellite Data

Abstract: The main objective of this work is to utilize automatic detection algorithm for oil spill pixels in multimode (Standard beam S2, Wide beam W1 and fine beam F1) RADARSAT-1 SAR satellite data and ENVISAT ASAR that were acquired in the Malacca Straits, and Gulf of Mexico, respectively. In doing so, neural network (NN) algorithm is implemented for oil spill detection. The results show tha...

Comparison between Mahalanobis classification and neural network for oil spill detection using RADARSAT-1 SAR data

Oil spill or leakage into waterways and ocean spreads very rapidly due to the action of wind and currents. The study of the behavior and movement of these oil spills in sea had become imperative in describing a suitable management plan for mitigating the adverse impacts arising from such accidents. But the inherent difficulty of discriminating between oil spills and lookalikes is a main challen...

Entropy Multi-Objective Evolutionary Algorithm for Oil Spill Detection from RADARSAT-2 Data

This study has demonstrated a design tool for oil spill detection in SAR satellite data using optimization of Entropy based Multi-Objective Evolutionary Algorithm (E-MMGA) based on Pareto optimal solutions. The study also shows that optimization entropy based on Multi-Objective Evolutionary Algorithm provides an accurate pattern of oil slick in SAR data. This is shown by 85% for oil spill, 10% ...