Intelligent computational techniques in marine oil spill management: A critical review

Detection of Wakashio oil spill off Mauritius using Sentinel-1 and 2 data: Capability of sensors, image transformation methods and mapping

(2021) Sankaran Rajendran et al.   ENVIRONMENTAL POLLUTION

An integrated offshore oil spill response decision making approach by human factor analysis and fuzzy preference evaluation

(2020) Xudong Ye et al.   ENVIRONMENTAL POLLUTION

Monitoring oil contamination in vegetated areas with optical remote sensing: a comprehensive review

(2020) Guillaume Lassalle et al.   JOURNAL OF HAZARDOUS MATERIALS

Large-Scale Detection and Categorization of Oil Spills from SAR Images with Deep Learning

(2020) Filippo Maria Bianchi et al.   Remote Sensing

A novel deep learning instance segmentation model for automated marine oil spill detection

(2020) Shamsudeen Temitope Yekeen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Late fusion framework for Acoustic Scene Classification using LPCC, SCMC, and log-Mel band energies with Deep Neural Networks

(2020) Chandrasekhar Paseddula et al.   APPLIED ACOUSTICS

Two-level fusion-based acoustic scene classification

(2020) Shefali Waldekar et al.   APPLIED ACOUSTICS

Selection of oil spill response method in Arctic offshore waters: A fuzzy decision tree based framework

(2020) Guangji Hu et al.   MARINE POLLUTION BULLETIN

Optimization of integrated fuzzy decision tree and regression models for selection of oil spill response method in the Arctic

(2020) Saeed Mohammadiun et al.   KNOWLEDGE-BASED SYSTEMS

A simulation-based multi-agent particle swarm optimization approach for supporting dynamic decision making in marine oil spill responses

(2019) Xudong Ye et al.   OCEAN & COASTAL MANAGEMENT

Special Issue on “Advances in Remote Sensing and Geoscience Information Systems of the Coastal Environments”

(2019) Joo-Hyung Ryu et al.   JOURNAL OF COASTAL RESEARCH

Oil spill segmentation in SAR images using convolutional neural networks. A comparative analysis with clustering and logistic regression algorithms

(2019) Diego Cantorna et al.   APPLIED SOFT COMPUTING

A machine learning approach to detect crude oil contamination in a real scenario using hyperspectral remote sensing

(2019) Ran Pelta et al.   International Journal of Applied Earth Observation and Geoinformation

Mask R-CNN

(2018) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Use of HFACS and fault tree model for collision risk factors analysis of icebreaker assistance in ice-covered waters

(2018) Mingyang Zhang et al.   SAFETY SCIENCE

Genetic programming in water resources engineering: A state-of-the-art review

(2018) Ali Danandeh Mehr et al.   JOURNAL OF HYDROLOGY

Assessment of different MOEAs for rehabilitation evaluation of Urban Stormwater Drainage Systems – Case study: Eastern catchment of Tehran

(2018) J. Yazdi et al.   Journal of Hydro-environment Research

Fuzzy clustering analysis of hydraulic fracturing additives for environmental and human health risk mitigation

(2018) Guangji Hu et al.   Clean Technologies and Environmental Policy

A new approach to oil spill detection that combines deep learning with unmanned aerial vehicles

(2018) Zeyu Jiao et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Mapping terrestrial oil spill impact using machine learning random forest and Landsat 8 OLI imagery: a case site within the Niger Delta region of Nigeria

(2018) Mohammed S. Ozigis et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Dynamic resource allocation to support oil spill response planning for energy exploration in the Arctic

(2017) Richard A. Garrett et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Formulation of crude oil spill dispersants based on the HLD concept and using a lipopeptide biosurfactant

(2017) Witchaya Rongsayamanont et al.   JOURNAL OF HAZARDOUS MATERIALS

Optimizing oil spill cleanup efforts: A tactical approach and evaluation framework

(2017) Tony H. Grubesic et al.   MARINE POLLUTION BULLETIN

Improving oil classification quality from oil spill fingerprint beyond six sigma approach

(2017) Hafizan Juahir et al.   MARINE POLLUTION BULLETIN

The Mediterranean Decision Support System for Marine Safety dedicated to oil slicks predictions

(2016) G. Zodiatis et al.   DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY

Offshore oil spill response practices and emerging challenges

(2016) Pu Li et al.   MARINE POLLUTION BULLETIN

Neurofuzzy-Based GMDH-PSO to Predict Maximum Scour Depth at Equilibrium at Culvert Outlets

(2016) Mohammad Najafzadeh   Journal of Pipeline Systems Engineering and Practice

Automatic detection of oil spills in the Gulf of Mexico from RADARSAT-2 SAR satellite data

(2015) Maged Marghany   Environmental Earth Sciences

A probabilistic approach for a cost-benefit analysis of oil spill management under uncertainty: A Bayesian network model for the Gulf of Finland

(2015) Inari Helle et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Inferring spatial distribution of oil spill risks from proxies: Case study in the north of the Persian Gulf

(2015) Sahar Mokhtari et al.   OCEAN & COASTAL MANAGEMENT

Neuro-fuzzy GMDH systems based evolutionary algorithms to predict scour pile groups in clear water conditions

(2015) Mohammad Najafzadeh   OCEAN ENGINEERING

Oil spill problems and sustainable response strategies through new technologies

(2015) Irena B. Ivshina et al.   Environmental Science-Processes & Impacts

Improved Compact Polarimetric SAR Quad-Pol Reconstruction Algorithm for Oil Spill Detection

(2014) Yu Li et al.   IEEE Geoscience and Remote Sensing Letters

Oil spill detection using synthetic aperture radar images and feature selection in shape space

(2014) Yue Guo et al.   International Journal of Applied Earth Observation and Geoinformation

A Monte Carlo simulation based two-stage adaptive resonance theory mapping approach for offshore oil spill vulnerability index classification

(2014) Pu Li et al.   MARINE POLLUTION BULLETIN

Review of oil spill remote sensing

(2014) Merv Fingas et al.   MARINE POLLUTION BULLETIN

Monte Carlo simulation-based dynamic mixed integer nonlinear programming for supporting oil recovery and devices allocation during offshore oil spill responses

(2014) Pu Li et al.   OCEAN & COASTAL MANAGEMENT

Probabilistic spill occurrence simulation for chemical spills management

(2013) Weihua Cao et al.   JOURNAL OF HAZARDOUS MATERIALS

A comparative study of different classification techniques for marine oil spill identification using RADARSAT-1 imagery

(2013) Linlin Xu et al.   REMOTE SENSING OF ENVIRONMENT

Polarimetric Analysis of Backscatter From the Deepwater Horizon Oil Spill Using L-Band Synthetic Aperture Radar

(2012) Brent Minchew et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Oil spill feature selection and classification using decision tree forest on SAR image data

(2012) Konstantinos Topouzelis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Gene expression programming for prediction of scour depth downstream of sills

(2012) H.Md. Azamathulla   JOURNAL OF HYDROLOGY

Optimal location and capability of oil-spill response facilities for the south coast of Newfoundland

(2012) Manish Verma et al.   OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE

Oil spill response planning with consideration of physicochemical evolution of the oil slick: A multiobjective optimization approach

(2011) Zhixia Zhong et al.   COMPUTERS & CHEMICAL ENGINEERING

Mapping and Monitoring Louisiana's Mangroves in the Aftermath of the 2010 Gulf of Mexico Oil Spill

(2011) Chandra Giri et al.   JOURNAL OF COASTAL RESEARCH

Mixed-integer dynamic optimization for oil-spill response planning with integration of a dynamic oil weathering model

(2010) Fengqi You et al.   AICHE JOURNAL

CROS: A Contingency Response multi-agent system for Oil Spills situations

(2010) Aitor Mata et al.   APPLIED SOFT COMPUTING

Modeling the effectiveness of oil combating from an ecological perspective – A Bayesian network for the Gulf of Finland; the Baltic Sea

(2010) Inari Helle et al.   JOURNAL OF HAZARDOUS MATERIALS

Robotic swarm concept for efficient oil spill confrontation

(2007) Nikolaos M.P. Kakalis et al.   JOURNAL OF HAZARDOUS MATERIALS