中国地震的最终和动态死亡率预测

Xiaoxin Zhu, Baiqing Sun
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引用次数: 1

摘要

本文旨在从现实的角度出发,采用基于案例推理和时间序列模型相结合的方法预测地震中的动态死亡人数。提出的方法包括三个步骤:1)模糊聚类对中国地震进行分类;2)计算死亡率以预测最终死亡人数;3)时间序列模型预测动态死亡人数。本文的优势在于提供了科学的预测方法,总体预测误差低于20%,为定性和定量相结合的最终动态死亡预测打开了大门。
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Final and dynamic mortality prediction from earthquakes in China
This paper aims at predicting the dynamic death tolls in earthquakes using a combination of case-based reasoning and a times series model from realistic perspective. The proposed methodology consists of three steps: 1) fuzzy clustering to classify Chinese earthquakes; 2) mortality rates calculating to predict the final death tolls; 3) time series modelling to predict dynamic number of deaths. The strength of this paper is that it provides scientific methods with overall forecast errors lower than 20%, and opens the door for conducting final and dynamic death forecasts with a qualitative and quantitative approach.
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来源期刊
CiteScore
0.80
自引率
0.00%
发文量
18
期刊介绍: The IJEM is a refereed international journal published to address contingencies and emergencies as well as crisis and disaster management. Coverage includes the issues associated with: storms and flooding; nuclear power accidents; ferry, air and rail accidents; computer viruses; earthquakes etc.
期刊最新文献
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