Artificial Intelligence Oceanography

Chapter 1 Artificial Intelligence Foundation of Smart Ocean

Chapter 2 Forecasting Tropical Instability Waves Based on Artificial Intelligence

Chapter 3 Sea Surface Height Anomaly Prediction Based on Artificial Intelligence

Chapter 4 Satellite Data-Driven Internal Solitary Wave Forecast Based on Machine Learning Techniques

Chapter 5 AI-Based Subsurface Thermohaline Structure Retrieval from Remote Sensing Observations

Chapter 6 Ocean Heat Content Retrieval from Remote Sensing Data Based on Machine Learning

Chapter 7 Detecting Tropical Cyclogenesis Using Broad Learning System from Satellite Passive Microwave Observations

Chapter 8 Tropical Cyclone Monitoring Based on Geostationary Satellite Imagery

Chapter 9 Reconstruction of p CO $$_{2}$$ 2  Data in the Southern Ocean Based on Feedforward Neural Network

Chapter 10 Detection and Analysis of Mesoscale Eddies Based on Deep Learning

Chapter 11 Deep Convolutional Neural Networks-Based Coastal Inundation Mapping from SAR Imagery: with One Application Case for Bangladesh, a UN-defined Least Developed Country

Chapter 12 Sea Ice Detection from SAR Images Based on Deep Fully Convolutional Networks

Chapter 13 Detection and Analysis of Marine Green Algae Based on Artificial Intelligence

Chapter 14 Automatic Waterline Extraction of Large-Scale Tidal Flats from SAR Images Based on Deep Convolutional Neural Networks

Chapter 15 Extracting Ship’s Size from SAR Images by Deep Learning

Chapter 16 Benthic Organism Detection, Quantification and Seamount Biology Detection Based on Deep Learning