In this study, deep convolutional neural network (CNN) models of stimulated tropical cyclone intensity (TCI), minimum central pressure (MCP), and maximum 2 min mean wind speed at near center (MWS) were constructed based on ocean atmospheric reanalysis, as well Best Track hurricane data over 2014–2018. order to explore the interpretability model structure, sensitivity experiments designed with v...