Numerical Model

Influence of Grid Resolution and Assimilation Window Size on Simulating Storm Surge Levels featured image

Influence of Grid Resolution and Assimilation Window Size on Simulating Storm Surge Levels

Grid resolution and assimilation window size play significant roles in storm surge models. In the Bohai Sea, Yellow Sea, and East China Sea, the influence of grid resolution and …

Xin Bi
Correcting Predictions from Simulating Wave Nearshore Model via Gaussian Process Regression featured image

Correcting Predictions from Simulating Wave Nearshore Model via Gaussian Process Regression

Accurately predicting wave height has a significant impact on offshore production and marine transportation. Numerical model predictions are the most commonly used wave height …

Xiaoyu Zhang
 Ocean wave height series prediction with numerical long short-term memory featured image

Ocean wave height series prediction with numerical long short-term memory

This paper investigates the possibility of using machine learning technology to correct wave height series numerical predictions. This is done by incorporating numerical …

Xiaoyu Zhang
Reconstruction of Eddies by Assimilating Satellite Altimeter Data into Princeton Ocean Model featured image

Reconstruction of Eddies by Assimilating Satellite Altimeter Data into Princeton Ocean Model

An optimal interpolation assimilation model for satellite altimetry data is developed based on Princeton Ocean Model (POM), which is applied in a quasi-global domain, by the method …

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尹训强