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 language | English |
|---|---|
| Pages (from-to) | 131-149 |
| Number of pages | 19 |
| Journal | International Journal of Emergency Management |
| Volume | 13 |
| Issue number | 2 |
| DOIs | |
| State | Published - 2017 |
Keywords
- CBR
- China
- Dynamic mortality prediction
- Earthquake
- Humanitarian logistics
- Times series model
Fingerprint
Dive into the research topics of 'Final and dynamic mortality prediction from earthquakes in China'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver