Rapid intensification prediction based on deep neural network method using SHIPS data and precipitation data


In the project, we leveraged SHIPS data and precipitation data to predict Rapid Intensification (RI) in 24 hours. A deep neural network was trained using SHIPS attributes to predict RI and a convolutional neural network was trained on precipitation data for RI prediction. The two models were combined as an ensembled model for RI prediction.

Type: Information Technology
Release Date: Dec 04, 2019
Last Updated: Dec 13, 2019

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