Tropical cyclone hazard (development of stochastic tracks, tropical cyclone wind fields, parameter estimates etc.) and climate change impacts on the same Automation of insurance loss forecast of tropical cyclones Adaptation of tropical cyclone catastrophe model for estimates of climate change impact on insurance loss Implementation of the model into unified catastrophe mo