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Full Description
This book underscores the critical importance of oceanic health, sustainability, and global collaboration. It aims to foster interdisciplinary dialogue among scientists, policymakers, and stakeholders to address pressing issues such as marine conservation, climate change impact mitigation, and sustainable resource management. Emphasizing the interconnectedness of ocean health with global ecosystems, the book presents innovative solutions. By promoting knowledge exchange and fostering partnerships, it aims to drive actionable outcomes for marine biodiversity preservation and resilient coastal communities worldwide. This book serves as a pivotal platform to shape policies and practices for a sustainable ocean future.
Contents
Advancing Welding Defect Detection in Maritime Operations via Adapt-WeldNet and Defect Detection Interpretability Analysis.- Microplastic detection using detectron v2 model for qualitative analysis of oceanic water on the southern coastline of India.- AI-Driven Hybrid Framework for Real-Time Underwater Fish Detection and Multi Technique Image Enhancement.- AI-Powered Water Quality Monitoring Systems for Marine Environments: Enhancing Sustainability and Conservation.- Single Cell RNA-Sequence Analysis Of Coral Reef Using Modified Graph And Encoder Based Hybrid Deep Learning Algorithm.- Underwater Image Enhancement on Lab Space Color Method Using Faster Region Based Convolution Neural Network.- YOLOv8 based Intelligent Maritime Surveillance using Satellite Imagery- Machine Learning-Based Unsteady Flow Dynamics Pre diction Around Two Wall Mounted Square Ribs Ar ranged in Tandem.- Identification and Classification of Small Aquafarming Species Using Deep Learning Models.- Variation of wave energy potential assessment along Kanyakumari coast, southeast coast of India.- Machine Learning Model for Real-time Analysis and Prediction of Coral Bleaching with a Web Application Tool.- Revolutionizing Deep-Sea Component Design Through Additive Manufacturing.- Leveraging Deep Learning Architectures for Coral Reef Classification.- Time-series analysis of temporal variations in near shore bathymetry.- Compact Intelligence for Waste Sorting: Implementing YOLOv5n with Arduino for Localized Management.- OCEAN-Net: A Deep Learning Framework for Optimized Analytics and Edge Deployment in Networked Plastic Pollution Detection Using Multi-Modal Data Fusion.- Revolutionizing Maritime Efficiency: Hybrid Venturi Cavitation Nanobubble Technology and AI-Driven Air Lubrication Systems for Sustainable Shipping.- Regulatory Challenges of Maritime Autonomous Surface Ships (MASS): Advancing Towards a New Legal Framework.- Machine Learning Approach towards Engineering Vegetation as Coastal Protection Measures.- Digital Twin based augmented vision for Healthcare.- Machine Learning Approach towards Engineering Vegetation as Coastal Protection Measures.- Detecting Ocean Plastic Using Yolo V4 Technology for Environment Impact.- AI-Powered Shipboard Microgrid Optimization and Control: Increasing Maritime Energy Systems Reliability and Resilience.- Gate Drive Integrated GaN HEMT Cascode Power Module (IPM) for High Frequency Applications.- Detection of Marine Animals using Region-based Convolutional Neural Networks Model.- COLREGs-Compliant Collision Prevention for Autonomous Surface Vessels at Sea Using Velocity Obstacle.- AI Based Water Bodies Cleaning Robot 4D Machine Learning-based Analysis of Biogeochemistry in the Euphotic Zone of the Black Sea.- Transforming Rainwater Harvesting In Ocean Bay Agriculture With IoT-Driven Solutions.- Early Fault Detection in the Main Bearing of Wind Turbines Based on Gated Recurrent Unit (GRU) Neural Networks and SCADA Data.- Localized Operational Intelligence for Smart Farming: A Multi Modal Data Integration Approach.- AI-Powered Agriculture: Crop Recommendation, Fertilizer Efficiency, Disease Control, and Crop Yield Prediction Using ML and DL.- Prediction of Sea Surface Temperature and Atmospheric Carbon Dioxide Using One Dimensional Convolutional Neural Network Model.- Intelligent Mechanism for Coral Species Identification using Lightweight Deeper Architecture.- Advancements in Skin Cancer Detection: A Hybrid CNN-Transformer Approach for Accurate Diagnosis.- Proximal Hyperspectral Imaging: Preprocessing Strategies for Enhancing Data Quality and Spectral Accuracy.- Enhancing underwater image classification with object-gcn and semantic correlation on custom datasets.- AI-Driven Plastic Waste Detection in Oceans for Sustainable Future.- Evaluating Preprocessing Approaches for Enhanced Underwater Trash Detection.- Exploring Wind-Wave Interactions Using AI: Predicting Behaviour Across Fetch and Wind Speed Variations.- Marine Guardian - An Improved Yolo-UTrash Detection Algorithm using Enhanced BiFPN in Unconstrained Marine Environment.- AI-enabled Powdery Mildew Disease Detection and Plant Health Assessment in Precision Agriculture.- CDBA-Based Inverse Notch and All-Pass Filter for Enhanced Signal Reconstruction in Edge Computing.- Control and Enhancement of Performance Parameters for Brushless DC Motor Drive.- Analysis for SNR reduction in Underwater Acoustic Communication using Real and Complex Wavelets.- Mapping the Potential of Attention-Driven Image Classification for Oceanographic Applications: Current Approaches and Insights.- Design of inductive wireless power transfer with novel coupler unit for autonomous underwater vehicle.- Preliminary Analysis of Beta Variations and Their Impact on PMSG-based Wind Turbine Parameters.- Significant Wave Height Prediction from Buoy and ERA5 Data Considering Nonlinearity during FANI Cyclone and Seasonality based on AIML Algorithms.- Design and Investigation of DC chopper fed DFIG based Wind Turbine Emulator in Open and Closed Loop control Operations.
