Understanding spatiotemporal patterns of typhoon storm surge disasters based on their tropical cyclone track clusters in China

Understanding spatiotemporal patterns of typhoon storm surge disasters based on their tropical cyclone track clusters in China

Wang, K. (TU Delft Electrical Engineering, Mathematics and Computer Science; Tsinghua University; Katholieke Universiteit Leuven)
Yang, Yongsheng (Tsinghua University)
Reniers, G.L.L.M.E. (TU Delft Safety and Security Science; Katholieke Universiteit Leuven; Universiteit Antwerpen)
Huang, Quanyi (Tsinghua University)

Electrical Engineering, Mathematics and Computer Science

2021

Typhoon storm surge disasters have garnered much attention because of their catastrophic damages. We investigated spatiotemporal patterns of typhoon storm surge disasters based on their tropical cyclone track clusters to support disaster mitigation in China. We aggregated 172 typhoon storm surge disasters in the entire cluster. Then, we used the extended Finite-Mixture-Model to categorize these 172 disasters into three clusters according to their track clusters (westward, northward, and westward shift at the coastline). In general, not all temporal distributions of the frequency and damage showed significant trends in the entire cluster and three clusters from 1983–2018. Between 1983‒2000 and 2001‒2018, the average annual frequency increased, and average annual direct economic loss and average annual fatalities decreased in the entire cluster. Although most temporal patterns in the three clusters were similar to those in the entire cluster, a positive growth ratio in the average annual direct economic loss was apparent between 1983‒2000 and 2001‒2018 in Cluster 3. For spatial patterns, southern and eastern regions were more affected by typhoon storm surge disasters than northern regions. In northern regions, Cluster 2 recorded the most disaster occurrences, direct economic losses, and fatalities. Track characteristics and mitigation measures were introduced to help understand disaster spatiotemporal patterns in the entire cluster and three clusters.

mitigation measures
spatiotemporal patterns
track clustering
tropical cyclone tracks
Typhoon storm surge disaster

http://resolver.tudelft.nl/uuid:e490df08-a4fa-4ca2-868b-5c3b37706e5b

https://doi.org/10.1080/19475705.2021.1973120

1947-5705

Geomatics, Natural Hazards and Risk, 12 (1), 2736-2754

Institutional Repository

journal article

© 2021 K. Wang, Yongsheng Yang, G.L.L.M.E. Reniers, Quanyi Huang