Financial risk management is crucial in today's world. By using functional data analysis, researchers have developed a new way to measure financial market risk. They applied this method to China's stock market and found that not only does the average level of risk change, but also the main factors causing these changes. This study combines ideas from functional data analysis, time series analysis, and statistical algorithms to better understand and manage financial risks.