Incorporating Hourly Convective Cloud data into Tropical Cyclone Rapid Intensification Forecasting with Machine Learning
收藏Zenodo2024-10-15 更新2026-04-07 收录
下载链接:
https://zenodo.org/doi/10.5281/zenodo.13933259
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资源简介:
These models were developed to predict both the probability of RI and the binary RI classification for tropical cyclones. They are a weighted average of probabilities derived from logistic regression, random forest, decision tree, and extremely randomized tree algorithms within the standard Python scikit-learn package. The uploaded files include the hyperparameters and weights for each individual machine learning model.
提供机构:
Shanghai Jiao Tong University; Second Institute of Oceanography SOA
创建时间:
2024-10-15



