You can download the datasets and models related to this experiment through the following link.
ERA5 dataset: https://www.ecmwf.int/en/forecasts/dataset/ecmwf-reanalysis-v5
FengWu Model: GitHub - OpenEarthLab/FengWu
IBTrACS dataset (best): International Best Track Archive for Climate Stewardship (IBTrACS) | National Centers for Environmental Information (NCEI)
Potential Intensity: GitHub - dgilford/tcpyPI: tcpyPI, aka "pyPI": Tropical Cyclone Potential Intensity Calculations in Python
We have made available the test data and pre-trained models. Additionally, we have packaged an onnx model that enables real-time forecasting testing, which you can download through the provided link.
link: VQLTI_datasets_and_onnx.zip
The model can be configured by modifying the yaml file. The code has provided the corresponding default yaml parameter values.
bash train_bash.sh
bash inference_bash.sh
