Development of a Modelling Framework to Improve Mitigation Methods and Contingency Planning for Emergency Scenarios

Lead Research Organisation: Newcastle University
Department Name: Civil Engineering and Geosciences

Abstract

Natural disasters are major events that cause adverse effects, through natural earth processes, which may be hydrological, geological or meteorological / climatological. There are no fixed set of likely impacts from any one natural disaster but the, potentially devastating, consequences are nearly always wide reaching for both individuals and communities as a whole.

Consequences can be categorised through the three pillars of sustainability; economic, social and environmental. For any given event, all three pillars will be affected. For example, there are financial obligations through the re-building of communities and the insurance claims made. There are also social issues regarding the fracturing of communities, the devastation caused by of the loss of life or property and/or the constant fear of a reoccurrence that remains with communities. Finally, there are environmental concerns from the loss of habitat, pollution and the risk of further damage to the environment during the aftermath of the event.

Despite these natural hazard events being unpredictable, it is possible to carry out Disaster Management or Emergency Management planning. These management techniques are concerned with the creation of plans and systems which aim to reduce community vulnerability to hazards and enable them to cope with the impacts of disasters. In order to develop effective plans, there is a requirement to model how these systems, and also individuals, behave in these events. This can be particularly challenging as the systems are not only complex, the events that need to be considered are rare but there is often a lack of knowledge surrounding the existing infrastructure before an event occurs.

The aim of this project will be to create a modelling framework tool, which will help management professionals develop and test their contingency plans for emergency scenarios. Combined within the agent based environment will be a more robust model of human behaviour. This will allow emergency planners to be better prepared, reduce the interruption after an event and potentially reduce the mitigation required beforehand.

Publications

10 25 50

Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/N509528/1 01/10/2016 31/03/2022
1725709 Studentship EP/N509528/1 01/10/2016 31/03/2021 Elizabeth Barnes
 
Description Current evacuation models of natural disasters are very generic and over simplify the problem. By doing this there is a lack of representative human behaviour e.g. everyone walks at the same speed, move as individuals and comply to all commands. This reduces the humans in a model to cogs in a system and not as individuals who are capable of their own movements and "thoughts". This project has allowed the creation of improved evacuation models which include a range of different walking speeds (based on age, gender and mobility), humans in the model environment who can make their own route choice and the inclusion of groups so people do not just walk individually. Overall, this has resulted in improved estimates for evacuation times on a city scale, on a pavement and at a crossroads.
Exploitation Route The improved evacuation model could be utilised on a range of different cities to inform on appropriate evacuation times. The model could also be combined with a resources model to understand the interaction between human movements and resource demand.
Sectors Construction,Digital/Communication/Information Technologies (including Software),Government, Democracy and Justice,Transport

URL https://www.youtube.com/watch?v=_ryEbpEu24g
 
Description INSIGHTS Public Lecture - New Voices on Science, Agriculture and Engineering 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact A pre-recorded lecture given on my research topic of human behaviour in natural disasters, followed by a live question and answer session, streamed over YouTube. The current views total 398. The purpose of the talk was to engage the general public in the research I am conducting.
Year(s) Of Engagement Activity 2020
URL https://www.youtube.com/watch?v=_ryEbpEu24g
 
Description Soapbox Science 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Was a speaker at Soapbox Science in Newcastle in 2018. Presented my research on human behaviour in natural disasters and the similarities/differences between sheep and human behaviour. Constructed my own miniature sheep pen and sheep to attract an audience. Presented four times in the space of an hour, to roughly an audience of 20 people each time. Gave people the opportunity to find out about the research happening at their local university. Also sparked questions and discussion about how we might respond to a hazard event e.g. fire.
Year(s) Of Engagement Activity 2018
URL http://soapboxscience.org/soapbox-science-2018-newcastle/