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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