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TitleSimulations and Analysis Code for the Automated Issuance of Tornado Warnings in Simulated Convective Storms
Date2020
AbstractThese data and Python scripts were used to develop an artificially intelligent system capable of issuing tornado warnings in simulated convective storms. Contained in the dataset are 128 CM1 simulations for which the output of the simulations have been saved in netCDF format. Additionally, the Python code used to visualize the simulations, extract data from the simulations, train machine learning models, and set the AI system warning thresholds is included.
MetadataClick here for full metadata
Data DOIdoi:10.26208/my3d-x576

Researchers
Steinkruger, D.
Penn State Department of Meteorology
Markowski, P.
Penn State Department of Meteorology
Young, G. S.
Penn State Department of Meteorology

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