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


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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.

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

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