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A surge response function approach to coastal hazard assessment. Part 2: Quantification of spatial attributes of response functions

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  • Jennifer Irish
  • Donald Resio
  • Mary Cialone

Abstract

In response to the 2004 and 2005 hurricane seasons, surge risk assessment approaches have been re-evaluated to develop more rapid, reliable methods for predicting the risk associated with extreme hurricanes. Here, the development of dimensionless surge response functions relating surge to hurricane meteorological parameters is presented. Such response functions present an opportunity to maximize surge data usage and to improve statistical estimates of surge probability by providing a means for defining continuous probability density functions. A numerical modeling investigation was carried out for the Texas, USA coastline to develop physical scaling laws relating storm surge response with hurricane parameters including storm size, intensity, and track. It will be shown that these scaling laws successfully estimate the surge response at any arbitrary location for any arbitrary storm track within the study region. Such a prediction methodology has the potential to decrease numerical computation requirements by 75% for hurricane risk assessment studies. Copyright Springer Science+Business Media B.V. 2009

Suggested Citation

  • Jennifer Irish & Donald Resio & Mary Cialone, 2009. "A surge response function approach to coastal hazard assessment. Part 2: Quantification of spatial attributes of response functions," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 51(1), pages 183-205, October.
  • Handle: RePEc:spr:nathaz:v:51:y:2009:i:1:p:183-205
    DOI: 10.1007/s11069-009-9381-4
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    1. Donald Resio & Jennifer Irish & Mary Cialone, 2009. "A surge response function approach to coastal hazard assessment – part 1: basic concepts," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 51(1), pages 163-182, October.
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    1. Andrew Condon & Y. Peter Sheng, 2012. "Evaluation of coastal inundation hazard for present and future climates," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 62(2), pages 345-373, June.
    2. Youn Song & Jennifer Irish & Ikpoto Udoh, 2012. "Regional attributes of hurricane surge response functions for hazard assessment," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 64(2), pages 1475-1490, November.
    3. Aikaterini P. Kyprioti & Alexandros A. Taflanidis & Matthew Plumlee & Taylor G. Asher & Elaine Spiller & Richard A. Luettich & Brian Blanton & Tracy L. Kijewski-Correa & Andrew Kennedy & Lauren Schmie, 2021. "Improvements in storm surge surrogate modeling for synthetic storm parameterization, node condition classification and implementation to small size databases," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 109(2), pages 1349-1386, November.
    4. Gaofeng Jia & Alexandros A. Taflanidis & Norberto C. Nadal-Caraballo & Jeffrey A. Melby & Andrew B. Kennedy & Jane M. Smith, 2016. "Surrogate modeling for peak or time-dependent storm surge prediction over an extended coastal region using an existing database of synthetic storms," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 81(2), pages 909-938, March.
    5. Kun Yang & Vladimir Paramygin & Y. Peter Sheng, 2019. "An objective and efficient method for estimating probabilistic coastal inundation hazards," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 99(2), pages 1105-1130, November.
    6. Donald T. Resio & Taylor G. Asher & Jennifer L. Irish, 2017. "The effects of natural structure on estimated tropical cyclone surge extremes," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 88(3), pages 1609-1637, September.
    7. Aikaterini P. Kyprioti & Alexandros A. Taflanidis & Norberto C. Nadal-Caraballo & Madison O. Campbell, 2021. "Incorporation of sea level rise in storm surge surrogate modeling," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 105(1), pages 531-563, January.
    8. Grant Hutchings & Bruno Sansó & James Gattiker & Devin Francom & Donatella Pasqualini, 2023. "Comparing emulation methods for a high‐resolution storm surge model," Environmetrics, John Wiley & Sons, Ltd., vol. 34(3), May.
    9. Jize Zhang & Alexandros A. Taflanidis & Norberto C. Nadal-Caraballo & Jeffrey A. Melby & Fatimata Diop, 2018. "Advances in surrogate modeling for storm surge prediction: storm selection and addressing characteristics related to climate change," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 94(3), pages 1225-1253, December.
    10. Jie Song & Zhong-Ren Peng & Liyuan Zhao & Chih-Hung Hsu, 2016. "Developing a theoretical framework for integrated vulnerability of businesses to sea level rise," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 84(2), pages 1219-1239, November.
    11. Gaofeng Jia & Alexandros Taflanidis & Norberto Nadal-Caraballo & Jeffrey Melby & Andrew Kennedy & Jane Smith, 2016. "Surrogate modeling for peak or time-dependent storm surge prediction over an extended coastal region using an existing database of synthetic storms," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 81(2), pages 909-938, March.
    12. Donald Resio & Jennifer Irish & Joannes Westerink & Nancy Powell, 2013. "The effect of uncertainty on estimates of hurricane surge hazards," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 66(3), pages 1443-1459, April.
    13. Mir Mousavi & Jennifer Irish & Ashley Frey & Francisco Olivera & Billy Edge, 2011. "Global warming and hurricanes: the potential impact of hurricane intensification and sea level rise on coastal flooding," Climatic Change, Springer, vol. 104(3), pages 575-597, February.
    14. Jie Song & Xinyu Fu & Ruoniu Wang & Zhong-Ren Peng & Zongni Gu, 2018. "Does planned retreat matter? Investigating land use change under the impacts of flooding induced by sea level rise," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 23(5), pages 703-733, June.
    15. Nobuhito Mori & Nozomi Ariyoshi & Tomoya Shimura & Takuya Miyashita & Junichi Ninomiya, 2021. "Future projection of maximum potential storm surge height at three major bays in Japan using the maximum potential intensity of a tropical cyclone," Climatic Change, Springer, vol. 164(3), pages 1-18, February.
    16. Donald T. Resio & Nancy Powell & Mary Cialone & Himangshu S. Das & Joannes J. Westerink, 2017. "Quantifying impacts of forecast uncertainties on predicted storm surges," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 88(3), pages 1423-1449, September.
    17. Eric Geist & Uri Brink & Matthew Gove, 2014. "A framework for the probabilistic analysis of meteotsunamis," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 74(1), pages 123-142, October.
    18. Chih-Hung Hsu & Francisco Olivera & Jennifer L. Irish, 2018. "A hurricane surge risk assessment framework using the joint probability method and surge response functions," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 91(1), pages 7-28, April.
    19. Nick Taylor & Jennifer Irish & Ikpoto Udoh & Matthew Bilskie & Scott Hagen, 2015. "Development and uncertainty quantification of hurricane surge response functions for hazard assessment in coastal bays," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 77(2), pages 1103-1123, June.
    20. Davina Passeri & Scott Hagen & Matthew Bilskie & Stephen Medeiros, 2015. "On the significance of incorporating shoreline changes for evaluating coastal hydrodynamics under sea level rise scenarios," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 75(2), pages 1599-1617, January.
    21. Jung, WoongHee & Taflanidis, Alexandros A. & Kyprioti, Aikaterini P. & Zhang, Jize, 2024. "Adaptive multi-fidelity Monte Carlo for real-time probabilistic storm surge predictions," Reliability Engineering and System Safety, Elsevier, vol. 247(C).
    22. Donald Resio & Jennifer Irish & Mary Cialone, 2009. "A surge response function approach to coastal hazard assessment – part 1: basic concepts," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 51(1), pages 163-182, October.
    23. Alexandros Taflanidis & Gaofeng Jia & Andrew Kennedy & Jane Smith, 2013. "Implementation/optimization of moving least squares response surfaces for approximation of hurricane/storm surge and wave responses," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 66(2), pages 955-983, March.

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