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Chapter
Towards Integrated Groundwater Management in China
This chapter is intended to provide an overview of groundwater policy development in China, analyze the integration dimensions in current policy, identify the missing pieces and major challenges of integration...
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Chapter
Detection and Analysis of Mesoscale Eddies Based on Deep Learning
Mesoscale eddies are widely existing in the global ocean, and they can retain and transport salt, heat, and nutrients across ocean basins. Mesoscale eddies have signals on sea surface height (SSH) images, sea ...
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Chapter
Deep Convolutional Neural Networks-Based Coastal Inundation Map** from SAR Imagery: with One Application Case for Bangladesh, a UN-defined Least Developed Country
We developed the synthetic aperture radar (SAR) coastal flooding map** network (SARCFMNet) based on deep convolution neural networks (DCNN) to extract coastal inundation from multi-temporal and dual-polarime...
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Chapter
Satellite Data-Driven Internal Solitary Wave Forecast Based on Machine Learning Techniques
Internal solitary wave (ISW) has a great influence on marine engineering, navigation, and environment, etc. The forecast of ISWs calls for an urgent demand yet with little progress in recent years. Numerical s...