The joint return period analysis of natural disasters based on monitoring and statistical modeling of multidimensional hazard factors.
As a random event, a natural disaster has the complex occurrence mechanism. The comprehensive analysis of multiple hazard factors is important in disaster risk assessment. In order to improve the accuracy of risk analysis and forecasting, the formation mechanism of a disaster should be considered in the analysis and calculation of multi-factors. Based on the consideration of the importance and deficiencies of multivariate analysis of dust storm disasters, 91 severe dust storm disasters in Inner Mongolia from 1990 to 2013 were selected as study cases in the paper. Main hazard factors from 500-hPa atmospheric circulation system, near-surface meteorological system, and underlying surface conditions were selected to simulate and calculate the multidimensional joint return periods. After comparing the simulation results with actual dust storm events in 54years, we found that the two-dimensional Frank Copula function showed the better fitting results at the lower tail of hazard factors and that three-dimensional Frank Copula function displayed the better fitting results at the middle and upper tails of hazard factors. However, for dust storm disasters with the short return period, three-dimensional joint return period simulation shows no obvious advantage. If the return period is longer than 10years, it shows significant advantages in extreme value fitting. Therefore, we suggest the multivariate analysis method may be adopted in forecasting and risk analysis of serious disasters with the longer return period, such as earthquake and tsunami. Furthermore, the exploration of this method laid the foundation for the prediction and warning of other nature disasters.
State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University, Beijing 100875, China; National Marine Environmental Monitoring Center, State Oceanic Administration, Dalian 116023, China; School of Social Development and Public Policy, Beijing Normal University, Beijing 100875, China.
Xueqin
X
Liu
State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University, Beijing 100875, China.
Ning
N
Li
National Marine Environmental Monitoring Center, State Oceanic Administration, Dalian 116023, China. Electronic address: syuan@nmemc.org.cn.
Shuai
S
Yuan
National Marine Environmental Monitoring Center, State Oceanic Administration, Dalian 116023, China.
Ning
N
Xu
National Marine Environmental Monitoring Center, State Oceanic Administration, Dalian 116023, China.
Wenqin
W
Shi
National Marine Environmental Monitoring Center, State Oceanic Administration, Dalian 116023, China.
Weibin
W
Chen
Formation mechanism; Hazard factor; Multidimensional return period; Natural hazard; Risk assessment