Abstract
Hurricane Sandy struck the New York metropolitan area in October 2012, becoming the second-costliest cyclone in the nation since 1900, and it serves as a valuable basis for investigating future extreme hurricane events in the area. This paper presents a hindcast study of storm surges and waves along the coast of the Mid-Atlantic Bight region during Hurricane Sandy using the FVCOM-SWAVE system, and its simulation results match observed data at a number of stations along the coastline. Then, as potential future scenarios, surges and waves in this region are predicted in synthetic hurricanes based on Hurricane Sandy’s parameters in association with sea-level rise in 50 and 100 years as well as with eight paths perturbed from that of Sandy. The prediction indicates that such surges and waves exhibit complex behaviors, and they can be much stronger than those during Hurricane Sandy. Finally, an assessment of hydraulic vulnerability is made for all coastal bridges in the New Jersey and New York region. It shows that hydrodynamic load and scour depth at some bridges may be worse in certain scenarios than those during Superstorm Sandy, while the probability of structural failure is small for the majority of them.
Similar content being viewed by others
References
Apollonio C, Bruno MF, Iemmolo G, Molfetta MG, Pellicani R (2020) Flood risk evaluation in ungauged coastal areas: the case study of Ippocampo (southern Italy). Water 12:1466
Arneson LA, Zevenbergen LW, Lagasse PF, Clopper PE (2012) Evaluating Scour at Bridges, FHWA-HIF-12-003, Fifth Edition, U.S. Department of Transportation Federal Highway Administration
Bennett VCC, Mulligan RP, Hapke CJ (2018) A numerical model investigation of the impacts of Hurricane Sandy on water level variability in great South Bay, New York. Cont Shelf Res 161:1–11
Blumberg AF, Georgas N, Yin L, Herrington TO, Orton PM (2015) Street-scale modeling of storm surge inundation along the New Jersey Hudson River waterfront. J Atmos Ocean Technol 32:1486–1497
CNNlibrary (2016) Hurricane Sandy fast facts. http://www.cnn.com/2013/07/13/world/americas/hurricane-sandy-fast-facts/, Wed Nov 2 2016
Coch NK (2015) Unique vulnerability of the New York-New Jersey metropolitan area to hurricane destruction. J Coast Res 31:196–212
Edson J (2009) Review of air-sea transfer processes, paper presented at ECMWF Workshop 2008 on Ocean-Atmosphere Interactions, Reading, England
Egbert G, Bennett A, Foreman M (1994) Topex/Poseidon tides estimated using a global inverse model. J Geophys Res 24:821–852
Fairall CW, Bradley EF, Hare JE, Grachev AA, Edson JB (2003) Bulk parameterization of air-sea fluxes: updates and verification for the COARE algorithm. J Clim 16:571–591
Federal Highway Administration (2019) Bridges and structures. https://www.fhwa.dot.gov/bridge/nbi.cfm
Hallett R, Johnson ML, Sonti NF (2018) Assessing the tree health impacts of salt water flooding in coastal cities: a case study in New York City. Landsc Urban Plan 177:171–177
Hatzikyriakou A, Lin N (2017) Simulating storm surge waves for structural vulnerability estimation and flood hazard mapping. Nat Hazards 89:939–962
Hu K, Chen Q, Wang HQ, Hartig EK, Orton PM (2018) Numerical modeling of salt marsh morphological change induced by Hurricane Sandy. Coast Eng 132:63–81
Jacob AK, Deodatis G, Atlas J, Whitcomb M, Lopeman M, Markogiannaki O, Kennett Z, Morla A, Leichenko R, Vancura P (2011) Transportation, “Responding to climate change in New York State: the ClimAID integrated assessment for effective climate change adaptation in New York State”. Ann N Y Acad Sci 1244(1):299–362
Kameshwar S, Padgett JE (2014) Multi-hazard risk assessment of highway bridges subjected to earthquake and hurricane hazards. Eng Struct 78:154–166
Kantamaneni K (2016) Coastal infrastructure vulnerability: an integrated assessment model. Nat Hazards 84:139–154
Kress ME, Benimoff AI, Fritz WJ, Thatcher CA, Balanton BO, Dzedzits E (2016) Modeling and simulation of storm surge on Staten Island to understand inundation mitigation strategies. J Coast Res 76:149–161
Large WG, Pond S (1981) Open ocean momentum fluxes in moderate to strong winds. J Phys Oceanogr 11:324–336
Lin N, Emanue KA, Smith JA, Vanmarcke E (2010) Risk assessment of hurricane storm surge for New York City. J Geophy Res 115:D18121
Malik S, Lee DC, Doran KM, Grudzen CR, Worthing J, Portello I, Goldfrank LR, Smith SW (2018) Vulnerability of older adults in disasters: emergency department utilization by geriatric patients after hurricane sandy. Disaster Med Public Health Prep 12:184–193
Markogiannaki O (2019) Climate change and natural hazard risk assessment framework for coastal cable-stayed bridges. Front Built Environ 5:116
McConnell K, Allsop W, Cruickshank I (2004) Piers, jetties and related structures exposed to waves—guidelines for hydraulic loading. Thomas Telford Publishing, London
Meixler MS (2017) Assessment of hurricane sandy damage and resulting loss in ecosystem service in a coastal-urban setting. Ecosyst Serv 24:28–46
Miles T, Seroka G, Glenn S (2017) Coastal ocean circulation during Hurricane Sandy. J Geophys Res-Oceans 122:7095–7114
Nguyen MQ, Elder DJ, Bayandor J, Thomson RS, Scott ML (2005) A review of explicit finite element software for composite impact analysis. J Compos Mater 39:375–386
NOAA CSC (2020) https://shoreline.noaa.gov/data/datasheets/composite.html
NOAA ETOPO1 (2020) https://www.ngdc.noaa.gov/mgg/global/
NOAA NCEI (2020) https://www.ncdc.noaa.gov/data-access/model-data/model-datasets/north-american-regional-reanalysis-narr
NOAA NDBC (2020) https://www.ndbc.noaa.gov/
NOAA NGDC (2020) https://www.ngdc.noaa.gov/
NOAA SCR (2020) https://www.ngdc.noaa.gov/mgg/shorelines/shorelines.html
Orton PM, Hall TM, Talke SA, Blumberg AF, Georgas N (2016) A validated tropical-extratropical hazard assessment for new york harbor. J Geophys Res-Oceans 121:8904–8929
Parker B, Milbert D, Hess K, Gill S (2003) National VDatum-the implementation of national vertical datum transformation databased. In: Proceedings of the U.S. hydrographic conference, Biloxi, Mississippi, Mar 24–27
Pfeffer WT, Harper JT, O’Neel SO (2008) Kinematic constraints on glacier contributions to 21st century sea-level rise. Science 321:1340–1343
Powell MD, Houston SH, Reinhold TA (1996) Hurricane Andrew’s landfall in South Florida Part I: standardizing measurements for documentation of surface wind fields. Weather Forecast 11:304–328
Powell MD, Houston SH, Amat LR, Morisseau-Leroy N (1998) The HRD real-time hurricane wind analysis system. J Wind Eng Ind Aerodyn 77–78:53–64
Powell M, Shchepetkin AF, Sherwood CR, Signell RP, Warner JC, Wilkin J (2008) Ocean forecasting in terrain-following coordinates: formulation and skill assessment of the regional ocean modeling system. J Comput Phys 227:3595–3624
Powell MD, Murillo S, Dodge P, Uhlhorn E, Gamache J, Cardone V, Cox A, Otero S, Carrasco N, Annane B, St. Fleur R (2010) Reconstruction of Hurricane Katrina’s wind fields for storm surge and wave hindcasting. Ocean Eng 37:26–36
Qi J, Chen C, Beardsley RC, Perrie W, Cowles GW, Lai Z (2009) An unstructured grid finite-volume surface wave model (FVCOM-SWAVE): implementation, validations and applications. Ocean Model 28:153–166
Qu K (2017) Computational study of hydrodynamic impact by extreme surge and wave on coastal structure. Ph.D. thesis, The City College of New York, New York, USA
Qu K, Tang HS, Agrawal A (2019a) Integration of fully 3D fluid dynamics and geophysical fluid dynamics models for multiphysics coastal ocean flows: simulation of local complex free-surface phenomena. Ocean Model 135:14–30
Qu K, Sun WY, Tang HS, Jiang CB, Deng B, Chen J (2019b) Numerical study on hydrodynamic load of real-world tsunami wave at highway bridge deck using a coupled modeling system. Ocean Eng 192:106–486
Shields GM (2016) Resiliency planning: prioritizing the vulnerability of coastal bridges to flooding and scour. Proc Eng 145:340–347
Shultz JM, Kossin JP, Shepherd JM, Ransdell JM (2019) Risks, health consequences, and response challenges for small-Island-based populations: observations from the 2017 Atlantic Hurricane Season. Disaster Med Public Health Prep 13:5–17
Solomon S, Qin D, Manning M, Alley R, Berntsen T, Bindoff N et al (2007) Technical summary. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt K, Tignor M, Miller H (eds) Climate change 2007: the physical science basis. Contribution of Working Group I to the fourth assessment report of the Intergovernmental Panel on Climate Change. Cambridge, United Kingdom and New York, NY, USA: Cambridge University Press
Sun YF, Chen CS, Beardsley RC, Xu QC, Qi JH, Lin HC (2013) Impact of current-wave interaction on storm surge simulation: a case study for Hurricane Bob. J Geophys Res Oceans 118:2685–2701
Tang HS, Qu K (2018) Potential Hydrodynamic Load on Coastal Bridges in the Greater New York Area due to Extreme Storm Surge and Wave, Final Report, University Transportation Research Center—Region 2. Performing Organization: City University of New York (CUNY)
Tang HS, Chien SI-Jy, Temimi M, Blain CA, Qu K, Zhao LH, Kraatz S (2013a) Vulnerability of population and transportation systems at east bank of Delaware Bay to coastal flooding in climate change conditions. Nat Hazards 69:141–163
Tang HS, Kraatz S, Wu XG, Cheng WL, Qu K, Polly J (2013b) Coupling of shallow water and circulation models for prediction of multiphysics coastal flows: method, implementation, and experiment. Ocean Eng 62:56–67
Tang HS, Kraatz S, Qu K, Chen GQ, Aboobaker N, Jiang CB (2014a) High-resolution survey of tidal energy towards power generation and influence of sea-level-rise: a case study at coast of New Jersey, USA. Renew Sustain Energy Rev 32:960–982
Tang HS, Qu K, Chen GQ, Kraatz S, Aboobaker N, Jiang CB (2014b) Potential sites for tidal power generation: a thorough search at coast of New Jersey, USA. Renew Sustain Energy Rev 39:412–425
Torres A, Lowden B, Ito K, Shuman S (2015) Lessons from hurricane sandy: analysis of vulnerabilities exposed by hurricane sandy and potential mitigation strategies in the northeastern united states. Prepared For: Dr. Richard B. Rood, Professor of AOSS 480. http://climateknowledge.org/figures/Rood_Climate_Change_AOSS480_Documents/AOSS480_2015_Sandy_Climate_Case_Study_Narrative.pdf
USGS CWD (2017) https://waterdata.usgs.gov/nwis/rt
Vecchi GA, Knutson T (2008) On estimates of historical north atlantic tropical cyclone activity. J Clim 21:3580–3600
Wienkea J, Oumeraci H (2005) Breaking wave impact force on a vertical and inclined slender pile—theoretical and large-scale model investigations. Coast Eng 52:435–462
Yin J, Schlesinger ME, Stouffer RJ (2009) Model projections of rapid sea-level rise on the northeast coast of the United States. Nat Geosci 2:262–266
Acknowledgements
This work is sponsored by the National Science Foundation (CMMI# 1334551). Partial support also comes from the UTRC program and, for K. Qu, the National Natural Science Foundation of China (# 51809021) and the Hunan Science and Technology Plan Program (# 2019RS1049). Support for I. Chiodi and Y. Imam comes from the GSTEM summer program at NYU. The authors are grateful to Dr. E. Hoomaan, Mr. N. Najibi, and Mr. C. Bisignano, for their help on data collection, and Dr. S. Kameshwar, for his clarification on a formula used in this paper. The authors thank Drs. C.S. Chen and Y.F. Sun for their input on FVCOM.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Appendices
Appendix A: Measured and blended wind fields at wind stations
Appendix B: Simulated and measured water surface elevation and wave during Hurricane Sandy
Appendix C: Bridge parameters
Bridge ID | Name/Location | Zb (m) | Hb (m) | D (m) | W (m) |
---|---|---|---|---|---|
NJ-P000000 | Turnpike Connector Bridge | − 7.09 | 49.43 | 7.11 | 11.83 |
NJ-3000002 | Burlington Bristol Bridge | − 7.79 | 50.05 | 4.2 | 8.07 |
NJ-4500010 | Ben Franklin Bridge | − 8.02 | 48.23 | 10.92 | 17.25 |
NJ-4500003 | Walt Whitman Bridge | − 10.67 | 57.25 | 7.17 | 11.03 |
NJ-4500001 | Commodore Barry Bridge | − 6.38 | 63.73 | 8.69 | 10.29 |
NJ-310001 | Ocean City-Longport Bridge | − 2.62 | 23.02 | 2.46 | 7.05 |
NJ-0115150 | Brigantine Bridge | − 2.00 | 20.79 | 1.77 | 6.24 |
NJ-1506006 | Barnegat Bay Bridge | − 2.54 | 11.79 | 10.03 | 10.03 |
NJ-1508150 | Mathis Bridge | − 2.01 | 10.96 | 2 | 2 |
NJ-1300S32 | Shrewsbury River Bridge | − 3.70 | 10.27 | 5.3 | 6.7 |
NJ-W115360 | NJ TPK Hackensack River Bridge | − 5.14 | 21.27 | 11.29 | 11.29 |
NJ-N002010 | Newark Bay Bridge | − 3.32 | 45.24 | 5.9 | 7.69 |
NY-5521217/NY-5521218 | Verrazano Narrows (Upper and Lower) | − 15.26 | 85.32 | 16 | 23.99 |
NY-2231450 | Gerritsen Inlet Bridge | − 2.26 | 13.74 | 1.84 | 8.85 |
NY-2231479 | Mill Basin Bridge | − 4.00 | 15.35 | 6.84 | 6.84 |
NY-5521239 | Crossbay Vets Memorial Bridge | − 3.32 | 20.17 | 3.08 | 3.08 |
NY-2240499 | Crossbay Blvd North Channel | − 2.90 | 11.59 | 1.26 | 1.26 |
NY-5200050 | Atlantic Beach Bridge | − 3.23 | 11.43 | 5.76 | 5.76 |
NY-3300272 | Long Beach Road and Barnum Isld Creek | − 2.00 | 4.98 | 0 | NA |
NY-1059129 | Meadowbrook State Parkway Bridge | − 3.47 | 10.33 | 4.74 | 4.74 |
NY-1059159 | False Channel on Meadowbrook State Pkwy | − 3.92 | 7.99 | 1.24 | 1.24 |
NY-1058509 | Goose Creek Bridge | − 3.04 | 8.20 | 1.39 | 1.39 |
NY-3300770 | Narrow Bay Bridge | − 2.25 | 7.81 | 5.92 | 5.92 |
NY-5516340 | Gov. Mario M. Cuomo Bridge | − 4.45 | 28.71 | 2.76 | 8.64 |
NY-5521257 | Henry Hudson Bridge | − 5.03 | 49.05 | 0 | NA |
NY-5522507 | George Washington Bridge | − 11.47 | 76.91 | 19 | 28.67 |
NY-5521209 | Tri-borough Harlem River Lift Bridge | − 16.28 | 58.02 | 9.43 | 14.69 |
NY-2240660 | Rikers Island Bridge | − 4.96 | 21.57 | 2.14 | 5.31 |
NY-1066510 | BE Service Rd Westchester Creek Bridge | − 3.96 | 10.14 | 2.39 | 3.85 |
NY-5521229 | Bronx Whitestone Bridge | − 7.51 | 49.59 | 6.43 | 10.08 |
Rights and permissions
About this article
Cite this article
Qu, K., Yao, W., Tang, H.S. et al. Extreme storm surges and waves and vulnerability of coastal bridges in New York City metropolitan region: an assessment based on Hurricane Sandy. Nat Hazards 105, 2697–2734 (2021). https://doi.org/10.1007/s11069-020-04420-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11069-020-04420-y