加拿大安大略省龙卷风频率趋势的探测

Z. Cao, Huaqing Cai
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引用次数: 13

摘要

使用三种独立的方法确定安大略省龙卷风频率呈上升趋势(约1.6个龙卷风/十年,统计显著水平至少为95%)。第一种方法是传统的线性回归方法,该方法对原始龙卷风时间序列没有扰动。第二种方法是采用考虑去除滞后自回归过程的Mann-Kendall检验。利用蒙特卡罗模拟进一步证实了这一趋势。本文提出的检测到的龙卷风频率趋势的稳健性为世界其他地区的龙卷风频率趋势分析提供了一个例子。本研究表明,安大略省龙卷风频率与ENSO(厄尔尼诺/南方涛动)信号相关,统计显著水平为99%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Detection of Tornado Frequency Trend Over Ontario, Canada
An upward trend in Ontario tornado frequency (about 1.6 tornadoes/decade with the statistically significant level at least at 95%) is identified using three independent approaches. The first method is the conventional linear regression method that had no disturbance to the original tornado time series. The second approach is to employ the Mann-Kendall test with consideration of removing a lag one autoregressive process. The trend is further firmed up using the Monte Carlo simulation. The robustness of the detected tornado frequency trend presented in this work offers an example for tornado frequency trend analysis over other regions of the world. It is shown in this study that the Ontario tornado frequency is linked to ENSO (El Nino/Southern Oscillation) signals with a statistically significant level at 99%.
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