“Quantum-Based Predictive Modeling for Extreme Weather Events”
摘要
This chapter explores the revolutionary application of quantum computing in predicting extreme weather events, a critical aspect of smart disaster management in the era of Industry 6.0. As climate change intensifies the frequency and severity of extreme weather, traditional forecasting methods face limitations in accuracy and computational efficiency. Quantum computing, with its ability to process vast amounts of data and perform complex calculations exponentially faster than classical computers, offers a promising solution. This chapter delves into the theoretical foundations, methodologies, and practical applications of quantum-based predictive modeling for extreme weather events. Through case studies, experimental research, and an analysis of current trends, we demonstrate how quantum algorithms can significantly enhance our ability to forecast and prepare for severe weather phenomena. The potential impact on sustainability and disaster resilience is explored, along with the challenges and future directions in this rapidly evolving field.