Variable population exposure and distributed travel speeds in least-cost tsunami evacuation modelling

S. A. Fraser, N. J. Wood, D. M. Johnston, G. S. Leonard, Paul D. Greening, T. Rossetto

Research output: Contribution to journalArticle

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Abstract

Evacuation of the population from a tsunami hazard zone is vital to reduce life-loss due to inundation. Geospatial least-cost distance modelling provides one approach to assessing tsunami evacuation potential. Previous models have generally used two static exposure scenarios and fixed travel speeds to represent population movement. Some analyses have assumed immediate departure or a common evacuation departure time for all exposed population. Here, a method is proposed to incorporate time-variable exposure, distributed travel speeds, and uncertain evacuation departure time into an existing anisotropic least-cost path distance framework. The method is demonstrated for hypothetical local-source tsunami evacuation in Napier City, Hawke's Bay, New Zealand. There is significant diurnal variation in pedestrian evacuation potential at the suburb level, although the total number of people unable to evacuate is stable across all scenarios. Whilst some fixed travel speeds approximate a distributed speed approach, others may overestimate evacuation potential. The impact of evacuation departure time is a significant contributor to total evacuation time. This method improves least-cost modelling of evacuation dynamics for evacuation planning, casualty modelling, and development of emergency response training scenarios. However, it requires detailed exposure data, which may preclude its use in many situations.
Original languageEnglish
Pages (from-to)2975-2991
JournalNatural Hazards and Earth System Sciences
Volume14
Issue number11
DOIs
Publication statusPublished - 17 Nov 2014
Externally publishedYes

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tsunami
cost
modeling
pedestrian
diurnal variation
speed
exposure
travel
hazard
method

Bibliographical note

The full text is also available from: http://dx.doi.org/10.5194/nhess-14-2975-2014
This work is distributed under the Creative Commons Attribution 3.0 License.

Cite this

Fraser, S. A., Wood, N. J., Johnston, D. M., Leonard, G. S., Greening, P. D., & Rossetto, T. (2014). Variable population exposure and distributed travel speeds in least-cost tsunami evacuation modelling. Natural Hazards and Earth System Sciences, 14(11), 2975-2991. https://doi.org/10.5194/nhess-14-2975-2014

Variable population exposure and distributed travel speeds in least-cost tsunami evacuation modelling. / Fraser, S. A.; Wood, N. J.; Johnston, D. M.; Leonard, G. S.; Greening, Paul D.; Rossetto, T.

In: Natural Hazards and Earth System Sciences, Vol. 14, No. 11, 17.11.2014, p. 2975-2991.

Research output: Contribution to journalArticle

Fraser, S. A. ; Wood, N. J. ; Johnston, D. M. ; Leonard, G. S. ; Greening, Paul D. ; Rossetto, T. / Variable population exposure and distributed travel speeds in least-cost tsunami evacuation modelling. In: Natural Hazards and Earth System Sciences. 2014 ; Vol. 14, No. 11. pp. 2975-2991.
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