Skip to main content

Assessing Climate Change Impact on the Joint Wind-Rain Hurricane Hazard for the Northeastern U.S. Coastline

  • Chapter
Risk Analysis of Natural Hazards

Part of the book series: Risk, Governance and Society ((RISKGOSO,volume 19))

Abstract

In this chapter, we present results of a study to assess the impact of possible future climate change on the joint hurricane wind and rain hazard along the US eastern coastline. To characterize the hurricane wind hazard, climate change scenarios were coupled with simulation-based hurricane genesis, wind field, and tracking models to examine possible changes in hurricane intensity (maximum wind speed) and hurricane size (radius to maximum winds). A number of different postulated climate change models (IPCC scenarios) were considered. Each scenario suggested changes in sea surface temperature (SST), the driving parameter in most modern hurricane wind field models. The evolution of hurricane genesis frequency and hurricane track behavior were examined, though no temporal trend was apparent in either. A rainfall hazard model was then developed using recorded rainfall data associated with hurricane events and a probabilistic model relating wind and rain was constructed. The pairwise joint distributions of maximum wind speed, spatial extent/storm size, and maximum rainfall rate—under current and future climate scenarios—were developed and compared. Finally, joint multivariate (wind speed intensity, spatial extent/storm size, rainfall rate) distributions were constructed to describe the joint wind-rain hurricane hazard including consideration of projected climate change impacts. Implications for current and future design (code provisions) are discussed.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • ASCE (1993) Minimum design loads for buildings and other structures, ASCE Standard 7-93. American Society of Civil Engineers, Reston

    Google Scholar 

  • ASCE (2010) Minimum design loads for buildings and other structures, ASCE Standard 7-10. American Society of Civil Engineers, Reston

    Google Scholar 

  • Bender MA, Knutson TA, Tuleya RE, Sirutis JJ, Vecchi GA, Garner ST, Held IA (2010) Modeled impact of anthropogenic warming on the frequency of intense Atlantic hurricanes. Science 327(5964):454–458

    Article  CAS  PubMed  ADS  Google Scholar 

  • CESM (2012) National Center of Atmospheric Research (NCAR). http://www.cesm.ucar.edu

  • Darling RWR (1991) Estimating probabilities of hurricane wind speeds using a large scale empirical model. J Clim 4(10):1035–1046

    Article  ADS  Google Scholar 

  • Emanuel KA (1987) The dependence of hurricane intensity on climate. Nature 326(6112):483–485

    Article  ADS  Google Scholar 

  • Emanuel KA (2008) The hurricane-climate connection. Bull Am Meteorol Soc 89(5):ES10–ES20

    Google Scholar 

  • Georgiou PN (1985) Design wind speeds in tropical cyclone-prone regions. Ph.D. Dissertation, Department of Civil Engineering, University of Western Ontario, London

    Google Scholar 

  • Hagen AB, Strahan-Sakoskie D, Luckett C (2012) A reanalysis of the 1944–53 Atlantic hurricane seasons – the first decade of aircraft reconnaissance. J Clim 25(13):4441–4460

    Article  ADS  Google Scholar 

  • Holland GJ, Webster PJ (2007) Heightened tropical cyclone activity in the North Atlantic: natural variability or climate trend? Philos Trans R Soc A Math Phys Eng Sci 365(1860):2695–2716

    Article  ADS  Google Scholar 

  • Huffman GJ, Adler RF, Bolvin DT, Nelkin EJ (2010) The TRMM multisatellite precipitation analysis (TMPA). In: Satellite rainfall applications for surface hydrology. Springer, pp 3–22. ftp://trmmopen.gsfc.nasa.gov/pub/merged/

  • HURDAT (2013) Atlantic basin hurricane database, Atlantic Oceanographic and Meteorological Laboratory (AOML), National Oceanic and Atmospheric Administration (NOAA). http://www.aoml.noaa.gov/hrd/hurdat/Data_Storm.html

  • IPCC (2007) Climate change 2007: synthesis report. In: Core Writing Team, Pachauri RK, Reisinger A (eds) Contribution of working groups I, II and III to the fourth assessment report of the intergovernmental panel on climate change. IPCC, Geneva, 104 pp

    Google Scholar 

  • Irish JL (2008) Predicting the influence of climate change on hurricane flooding. In: 31st international conference on coastal engineering, Hamburg

    Google Scholar 

  • Knutson TR, Sirutis JJ, Garner ST, Vecchi GA, Held IM (2008) Simulated reduction in Atlantic hurricane frequency under twenty-first-century warming conditions. Nat Geosci 1(6):359–364

    Article  CAS  ADS  Google Scholar 

  • Landsea CW, Anderson C, Charles N et al (2004a) The Atlantic hurricane database re-analysis project: documentation for the 1851–1910 alterations and additions to the HURDAT database. In: Murname RJ, Liu KB (eds) Hurricanes and typhoons: past, present and future. Columbia University Press, Columbia, pp 177–221

    Google Scholar 

  • Landsea CW, Franklin JL, McAdie CJ et al (2004b) A re-analysis of hurricane Andrew’s (1992) intensity. Bull Am Meteorol Soc 85(11):1699–1712

    Article  Google Scholar 

  • Landsea CW, Glenn DA, Bredemeyer W, Chenoweth M et al (2008) A reanalysis of the 1911–20 Atlantic hurricane database. J Clim 21(10):2138–2168

    Article  ADS  Google Scholar 

  • Landsea CW, Vecchi GA, Bengtsson L, Knutson TR (2010) Impact of duration thresholds on Atlantic tropical cyclone counts. J Clim 23(10):2508–2519

    Article  ADS  Google Scholar 

  • Landsea CW, Feuer S, Hagen A, Glenn DA, Sims J, Perez R, Chenoweth M, Anderson N (2012) A reanalysis of the 1921–1930 Atlantic hurricane database. J Clim 25(3):865–885

    Article  ADS  Google Scholar 

  • Lee KH, Rosowsky DV (2007) Synthetic hurricane wind speed records: development of a database for hazard analysis and risk studies. Nat Hazards Rev 8(2):23–34

    Article  Google Scholar 

  • Lin N, Emanuel KA, Oppenheimer M, Vanmarcke E (2012) Physically based assessment of hurricane surge threat under climate change. Nat Clim Chang 2(6):462–467

    Article  ADS  Google Scholar 

  • Mann ME, Emanuel KA (2006) Atlantic hurricane trends linked to climate change. Eos Trans Am Geophys Union 87(24):233–241

    Article  ADS  Google Scholar 

  • Mann ME, Sabbatelli TA, Neu U (2007) Evidence for a modest undercount bias in early historical Atlantic tropical cyclone counts. Geophys Res Lett 34(22)

    Google Scholar 

  • Mudd L, Wang Y, Letchford C, Rosowsky DV (2014) Assessing climate change impact on the US East Coast hurricane hazard: temperature, frequency, and track. Nat Hazards Rev 15(3):1–13

    Article  Google Scholar 

  • Nishijima K, Maruyama T, Graf M (2012) A preliminary impact assessment of typhoon wind risk of residential buildings in Japan under future climate change. Hydrol Res Lett 6:23–28

    Article  ADS  Google Scholar 

  • Pachauri RK (2014) Climate change 2014 – synthesis report. Contribution of working groups I, II and III to the fifth assessment report. Intergovernmental Panel on Climate Change, Geneva, CH

    Google Scholar 

  • Powell MD (1990) Boundary layer structure and dynamics in outer hurricane rainbands. Part II: Downdraft modification and mixed layer recovery. Mon Weather Rev 118(4):918–938

    Article  ADS  Google Scholar 

  • Rosenthal T, Hedde C, Rauch E, Harwig R (2013) 2012 natural catastrophe year in review [Webinar]. Retrieved from http://www.iii.org/assets/docs/pdf/MunichRe-010313.pdf

  • Rosowsky DV, Wang Y (2013) Joint wind-snow hazard characterization for reduced reference periods. ASCE J Perform Constr Facil 121(1):121–127

    Google Scholar 

  • Rosowsky DV, Sparks PR, Huang Z (1999) Wind field modeling and hurricane hazard analysis. Report to the South Carolina Sea Grant Consortium, Department of Civil Engineering, Clemson University, Clemson, SC

    Google Scholar 

  • Sparks PR, Huang Z (1999) Wind speed characteristics in tropical cyclones. In: Proceedings of 10th international conference on wind engineering, Copenhagen

    Google Scholar 

  • Tuleya RE, DeMaria M, Kuligowski R (2007) Evaluation of GFDL and simple statistical model and rainfall forecasts for U.S. landfalling tropical storms. Weather Forecast 22(1):56–70

    Article  ADS  Google Scholar 

  • Vecchi GA, Knutson TR (2008) On estimates of historical north Atlantic tropical cyclone activity. J Clim 21(4):3580–3600

    Article  ADS  Google Scholar 

  • Vickery PJ (2005) Simple empirical models for estimating the increase in the central pressure of tropical cyclones after landfall along the coastline of the United States. J Appl Meteorol 44(12):1807–1826

    Article  Google Scholar 

  • Vickery PJ, Twisdale LA (1995) Wind-field and filling models for hurricane wind-speed prediction. J Struct Eng ASCE 121(11):1700–1709

    Article  Google Scholar 

  • Vickery PJ, Wadhera D (2008) Statistical models of Holland pressure profile parameter and radius to maximum winds of hurricanes from flight level pressure and H*Wind data. J Appl Meteorol 47(10):1807–1826

    Google Scholar 

  • Vickery PJ, Skerlj PF, Steckley AC, Twisdale LA (2000a) Hurricane wind field model for use in hurricane simulations. J Struct Eng ASCE 126(10):1203–1221

    Article  Google Scholar 

  • Vickery PJ, Skerlj PF, Twisdale LA (2000b) Simulation of hurricane risk in the U.S. using empirical track model. J Struct Eng ASCE 126(10):1222–1237

    Article  Google Scholar 

  • Vickery PJ, Wadhera D, Twisdale LA, Lavelle FM (2009) United States hurricane wind speed risk and uncertainty. J Struct Eng 135(3):301–320

    Article  Google Scholar 

  • Wang Y (2010) Studies on hazard characterization for performance-based structural design. Ph.D. Dissertation, Department of Civil Engineering, Texas A&M University, College Station

    Google Scholar 

  • Wang Y, Rosowsky DV (2012) Joint distribution model for prediction of hurricane wind speed and size. Struct Saf 35:40–51

    Article  Google Scholar 

  • Wang Y, Rosowsky DV (2013) Characterization of joint wind-snow hazard for performance-based design. Struct Saf 43:21–27

    Article  Google Scholar 

Download references

Acknowledgments

The authors are grateful to Dr. Peter Fox from Rensselaer Polytechnic Institute and Mr. Gary Strand from the National Center for Atmospheric Research (NCAR) for running the RCP climate change scenarios in CESM and providing the SST data for the different scenarios. The authors are also grateful to Dr. Franklin Lombardo (Rensselaer Polytechnic Institute) and to Dr. Yue Wang (University of Vermont) for their valuable input and helpful critiques of the models as they were being developed.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to David V. Rosowsky .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Rosowsky, D.V., Mudd, L., Letchford, C. (2016). Assessing Climate Change Impact on the Joint Wind-Rain Hurricane Hazard for the Northeastern U.S. Coastline. In: Gardoni, P., Murphy, C., Rowell, A. (eds) Risk Analysis of Natural Hazards. Risk, Governance and Society, vol 19. Springer, Cham. https://doi.org/10.1007/978-3-319-22126-7_8

Download citation

Publish with us

Policies and ethics