Climate disasters are invested in the respect of non-carbon emission energy where the role of nuclear energy is analyzed by the complex algorithm. Nuclear energy is investigated by the climate variations. Artificial intelligence (AI) is used for analyzing the basic factors of the society and environment where six factors are in society and six factors are in the environment. The blockchain-based information technology (IT) is incorporated with big data for the Internet of Things (IoT) in the modeling of this study. The impact values of the Climate decrease gradually until about the 60th year and then it is stabilized. Hence, the resilience to environmental stabilization from climate disasters is achieved using nuclear energy. The impact change for Climate shows that the impact change rate increases as the impact decreases during 100 months. This study shows the climate impact decreases during 100 months of nuclear energy usage.