OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Marine Science and Engineering is 41. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Decarbonization in Shipping Industry: A Review of Research, Technology Development, and Innovation Proposals	149
Oil Spill Modeling: A Critical Review on Current Trends, Perspectives, and Challenges	131
Object Detection and Classification Based on YOLO-V5 with Improved Maritime Dataset	106
Formation Control and Obstacle Avoidance Algorithm of a Multi-USV System Based on Virtual Structure and Artificial Potential Field	101
Underwater Target Detection Algorithm Based on Improved YOLOv5	90
Environmental Impacts and Challenges Associated with Oil Spills on Shorelines	89
Path Planning of Coastal Ships Based on Optimized DQN Reward Function	87
An Optimal BP Neural Network Track Prediction Method Based on a GA–ACO Hybrid Algorithm	81
Ship AIS Trajectory Clustering: An HDBSCAN-Based Approach	78
AUV Trajectory Tracking Models and Control Strategies: A Review	78
Ship Trajectory Prediction Based on Bi-LSTM Using Spectral-Clustered AIS Data	68
A Review of Recent Machine Learning Advances for Forecasting Harmful Algal Blooms and Shellfish Contamination	67
Coastal Sensitivity/Vulnerability Characterization and Adaptation Strategies: A Review	67
A Review of Maximum Power Point Tracking Algorithms for Wind Energy Conversion Systems	66
An Overview of Underwater Vision Enhancement: From Traditional Methods to Recent Deep Learning	63
Coupled SPH–FEM Modeling of Tsunami-Borne Large Debris Flow and Impact on Coastal Structures	63
Bridge Crack Semantic Segmentation Based on Improved Deeplabv3+	61
Anomaly Detection in Maritime AIS Tracks: A Review of Recent Approaches	57
A Reference Spectrum Model for Estimating Source Levels of Marine Shipping Based on Automated Identification System Data	57
An Extensive Review of Liquid Hydrogen in Transportation with Focus on the Maritime Sector	56
The Tsunami Caused by the 30 October 2020 Samos (Aegean Sea) Mw7.0 Earthquake: Hydrodynamic Features, Source Properties and Impact Assessment from Post-Event Field Survey and Video Records	55
Review of Recent Offshore Wind Turbine Research and Optimization Methodologies in Their Design	55
Evaluation of Ship Pollutant Emissions in the Ports of Los Angeles and Long Beach	54
Uncertainties in Liner Shipping and Ship Schedule Recovery: A State-of-the-Art Review	54
Recognition and Depth Estimation of Ships Based on Binocular Stereo Vision	54

Neural Network Approach for Predicting Ship Speed and Fuel Consumption	52
Bioremediation of Diesel Contaminated Marine Water by Bacteria: A Review and Bibliometric Analysis	51
Towards Risk Assessments of Microplastics in Bivalve Mollusks Globally	50
Water Temperature Prediction Using Improved Deep Learning Methods through Reptile Search Algorithm and Weighted Mean of Vectors Optimizer	49
Ship Target Detection Algorithm Based on Improved YOLOv5	49
Development of a Fuel Consumption Prediction Model Based on Machine Learning Using Ship In-Service Data	49
An Overview of the Sorption Studies of Contaminants on Poly(Ethylene Terephthalate) Microplastics in the Marine Environment	48
Improving Significant Wave Height Forecasts Using a Joint Empirical Mode Decomposition–Long Short-Term Memory Network	48
Boating- and Shipping-Related Environmental Impacts and Example Management Measures: A Review	47
Sea Surface Object Detection Algorithm Based on YOLO v4 Fused with Reverse Depthwise Separable Convolution (RDSC) for USV	47
Application of the Machine Learning LightGBM Model to the Prediction of the Water Levels of the Lower Columbia River	45
Robust Adaptive Neural Cooperative Control for the USV-UAV Based on the LVS-LVA Guidance Principle	43
Multicriteria Ship Route Planning Method Based on Improved Particle Swarm Optimization–Genetic Algorithm	43
Recent Advances, Future Trends, Applications and Challenges of Internet of Underwater Things (IoUT): A Comprehensive Review	42
A Review of Point Absorber Wave Energy Converters	42
Potential Environmental Effects of Marine Renewable Energy Development—The State of the Science	42
Spatial Variability and Trends of Marine Heat Waves in the Eastern Mediterranean Sea over 39 Years	41