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Final and dynamic mortality prediction from earthquakes in China

  • Xiaoxin Zhu
  • , Baiqing Sun*
  • *Corresponding author for this work
  • Harbin Institute of Technology

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Original languageEnglish
Pages (from-to)131-149
Number of pages19
JournalInternational Journal of Emergency Management
Volume13
Issue number2
DOIs
StatePublished - 2017

Keywords

  • CBR
  • China
  • Dynamic mortality prediction
  • Earthquake
  • Humanitarian logistics
  • Times series model

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