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An Agent-Based Modeling Approach for Estimating Inundation Areas over Time
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 Title & Authors
An Agent-Based Modeling Approach for Estimating Inundation Areas over Time
Kim, Byungil; Shin, Sha Chul; Jung, Jaehoon;
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 Abstract
Emergency and evacuation planning is critical to reduce potential loss of life from flooding. In order to develop evacuation plans, emergency managers and decision makers require estimates of probable inundation areas and times of inundation. In this paper, we present an agent-based modeling approach that incorporates in a hydrodynamic model to estimate both of these properties. A case study is conducted modeling the failure of a dam located in Andong, South Korea. We estimate flood travel times for Manning`s roughness coefficients and discharge using a coupling of the continuity equation and Manning`s equation. Using the output from the hydrodynamic model and the flood travel times, the agent-based model produces flood inundation maps at each time interval. The model estimates that for two-thirds of the Andong region the time of inundation is estimated to be slightly less than three minutes. The results of this study can be used to in the development of emergency and evacuation planning for the region.
 Keywords
Inundation;Agent-Based Modeling;Disaster Management;Climate Change;
 Language
Korean
 Cited by
 References
1.
BMRB (2001). Flood Warning Dissemination: Post Event Survey, British Market Research Bureau, London, UK.

2.
Bresch, D. and Spiegel, A. (2011). A Blueprint for Managing Climate Risks in Emerging Markets, Zurich, Switzerland: Swiss Re.

3.
Chow, V. T. (1959). Open-Channel Hydraulics, McGraw-Hill Book Company, New York, NY.

4.
Dawson, R. J., Peppe, R., and Wang, M. (2011). "An agent-based model for risk-based flood incident management." Natural Hazards, 59(1), pp. 167-189. crossref(new window)

5.
ECA Working Group (2009). Shaping Climate-Resilient Development: A Framework for Decision-Making, Economics of Climate Adaptation Working Group.

6.
Gilbert, N. (2008). Agent-Based Models, Sage Publications, CA, USA.

7.
Grimm, V., Berger, U., Bastiansen, F., Eliassen, S., Ginot, V., Giske, J., Goss-Custard, J., Grand, T., Heinz, S., Huse, G., Huth, A., Jepsen, J. U., Jorgensen, C., Mooij, W. M., Muller, B., Pe'er, G., Piou, C., Railsback, S. F., Robbins, A. M., Robbins, M. M., Rossmanith, E., Ruger, N., Strand, E., Souissi, S., Stillman, R. A., Vabo, R., Visser, U. and DeAngelis, D. L. (2006). "A standard protocol for describing individual-based and agent-based models." Ecological Modelling, 198(1-2), pp. 115-126. crossref(new window)

8.
Hong, J. B., Kim, B. S., and Yoon, S. Y. (2006). "Evaluation of accuracy of the physics based distributed hydrologic model using $Vflo^{TM}$ model." Journal of the Korean Society of Civil Engineers, 26(6B), pp. 613-622.

9.
Johnstone, W. M., Sakamoto, D., Assaf, H., and Bourban, S. (2005). "Architecture, modelling framework and validation of BC Hydro's virtual reality life safety model." In: Vrijling et al. (eds) Proceedings of the international symposium on stochastic hydraulics, 23-24 May 2005, Nijmegen, Netherlands.

10.
Kim, B., Kim, C., and Kim, D. Y. (2015a). "Agent-based evacuation simulations of road tunnels in the event of a fire." Journal of the Korean Society of Civil Engineers, 35(5), pp. 1157-1163. crossref(new window)

11.
Kim, B., Shin, S. C., and Kim, D. Y. (2014). "Resilience assessment of dams' flood-control service." Journal of the Korean Society of Civil Engineers, 34(6), pp. 1919-1924. crossref(new window)

12.
Kim, D.-Y., Kim, S.-B., and Kwak, H.-J. (2013). "Performance Evaluation System Framework for Natural Disaster Research and Development Projects." Korean Journal of Construction Engineering and Management, KICEM, 14(4), pp. 118-129. crossref(new window)

13.
MLIT (2009). Installation and Management Guideline of Disaster Prevention Facilities for Road Tunnels, Ministry of Land, Infrastructure and Transport, Sejong-si, Republic of Korea (in Korean).

14.
MOCT (2005). Report on Improving the Hydrologic Safety of Andong Multipurpose Dam, Ministry of Construction and Transportation, Gyeonggi-do, Republic of Korea (in Korean).

15.
NEMA (2011). 2010 Disaster Yearbook, National Emergency Management Agency, Seoul, Republic of Korea (in Korean).

16.
Park, C.. Lee, S., and Suh, Y. (2007). "Development of an Automatic Generation Methodology for Digital Elevation Models using a Two-Dimensional Digital Map." Journal of the Korean Association of Geographic Information Studies, 10(3), pp. 113-122.

17.
Park, J.-H. and Kang, B.-S. (2006). "Comparison of runoff analysis between GIS-based distributed model and lumped model for flood forecast of dam watershed." Journal of the Korean Association of Geographic Information Studies, 9(3), pp. 171-182.

18.
Park, J.-H., Kang, B.-S., Lee, G.-S., and Lee. E.-R. (2007). "Flood runoff analysis using radar rainfall and $Vflo^{TM}$ model for Namgang Dam watershed." Journal of the Korean Association of Geographic Information Studies, 10(3), pp. 13-21.

19.
Parker, D. J., Tunstall, S. M., McCarthy, S. M. (2007). "New insights into the benefits of flood warnings: results from a household survey in England and Wales." Environmental Hazards, 7(3), pp. 193-210. crossref(new window)

20.
Shin S. C. (1996). "Runoff analysis using a distributed rainfall-runoff model." Journal of Korea Water Resources Association, 29(6), pp. 131-139.

21.
Son, J., Shin, S.-W., and Yi, J.-S. (2014). "Understanding Collaborative Working Processes within Construction Project Teams Using Agent-Based Modeling and Simulation." Korean Journal of Construction Engineering and Management, KICEM, 15(1), pp. 70-77. crossref(new window)

22.
USDA (2010). Part 630 Hydrology, National Engineering Handbook, United States Department of Agriculture, Washington, DC.

23.
Vieux, B. E. and Vieux, J. E. (2002). "$Vflo^{TM}$: a real-time distributed hydrologic model." Proceedings of the Second Federal Interagency Hydrologic Modeling Conference, Las Vegas, NV.

24.
Wilensky, U. and Rand, W. (2015). An Introduction to Agent-Based Modeling: Modeling Natural, Social and Engineered Complex Systems with NetLogo, MIT Press, Cambridge, MA.