Trends in the Climatology of Winter Wind Wave Heights in a Back-Barrier Bay in Western North Atlantic Ocean
Publication: Journal of Waterway, Port, Coastal, and Ocean Engineering
Volume 148, Issue 3
Abstract
Wave climate studies mainly focus on the wave climatology in the open ocean. There is currently a limited understanding of trends and changes in the wave climatology of coastal waters. This study quantifies climate-induced trends in winter wind-generated wave heights in Jamaica Bay, a back-barrier bay in the western North Atlantic Ocean. A high-resolution hydrodynamic-wave model, forced by pressure and wind fields from a local weather station and the ERA5 reanalysis, is utilized to generate a 30-year (1990–2019) hindcast of wave heights. The model accuracy is evaluated using existing wave height measurements, and the bias in model results is calculated and subtracted from the simulated wave heights. The bias-corrected hindcast is then utilized to determine the wave height climatology and the trends in the mean and extreme (95th percentile) significant wave heights. The study shows that the winter mean and extreme wave heights in Jamaica Bay are 0.12 and 0.5 m, respectively. Based on the trends detected using a linear regression method, the mean and extreme wave heights, averaged in the study area, have increased, respectively, up to 1 and 3 mm/year. The rates of increase in extreme wave heights are generally larger than that in the mean wave height. A decadal trend analysis indicates that the rates of change in wave heights vary in different decades, suggesting that the wave climate change in Jamaica Bay is nonstationary. The increasing waves could cause adverse effects on salt marsh ecosystems in Jamaica Bay, which have already experienced marsh losses since the past century.
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Data Availability Statement
Some or all data, models, or code used during the study were provided by a third party. Direct requests for these materials may be made to the provider as indicated in the Acknowledgments.
Acknowledgments
We would like to thank Dr. Robert Chant and Elias Hunter from Rutgers University for providing wave height measurements in Jamaica Bay. Data sets for this research are available in these in-text data citation references: C3S (2017), for ERA5, and in this link https://www7.ncdc.noaa.gov/CDO/cdopoemain.cmd?datasetabbv=DS3505&countryabbv=&georegionabbv=&resolution=40 for JFK data.
References
Aarnes, O. J., S. Abdalla, J.-R. Bidlot, and Ø Breivik. 2015. “Marine wind and wave height trends at different ERA-Interim forecast ranges.” J. Clim. 28 (2): 819–837. https://doi.org/10.1175/JCLI-D-14-00470.1.
Bacon, S., and D. J. T. Carter. 1991. “Wave climate changes in the North Atlantic and North Sea.” Int. J. Climatol. 11 (5): 545–558. https://doi.org/10.1002/joc.3370110507.
Bertin, X., E. Prouteau, and C. Letetrel. 2013. “A significant increase in wave height in the North Atlantic Ocean over the 20th century.” Global Planet. Change 106: 77–83. https://doi.org/10.1016/j.gloplacha.2013.03.009.
Booij, N., R. C. Ris, and L. H. Holthuijsen. 1999. “A third-generation wave model for coastal regions: 1. Model description and validation.” J. Geophys. Res.: Oceans 104 (C4): 7649–7666. https://doi.org/10.1029/98JC02622.
Bosserelle, C., C. Pattiaratchi, and I. Haigh. 2012. “Inter-annual variability and longer-term changes in the wave climate of Western Australia between 1970 and 2009.” Ocean Dyn. 62 (1): 63–76. https://doi.org/10.1007/s10236-011-0487-3.
Carruthers, T. J. B., W. C. Dennison, B. J. Longstaff, M. Waycott, E. G. Abal, L. J. Mckenzie, and W. J. Lee Long. 2002. “Seagrass habitats of Northeast Australia: Models of key processes and controls.” Bull. Mar. Sci. 71 (3): 1153–1169.
Castelle, B., G. Dodet, G. Masselink, and T. Scott. 2017. “A new climate index controlling winter wave activity along the Atlantic coast of Europe: The West Europe Pressure Anomaly.” Geophys. Res. Lett. 44 (3): 1384–1392. https://doi.org/10.1002/2016GL072379.
Castelle, B., G. Dodet, G. Masselink, and T. Scott. 2018. “Increased winter-mean wave height, variability and periodicity in the North-East Atlantic over 1949–2017.” Geophys. Res. Lett. 45 (8): 3586–3596. https://doi.org/10.1002/2017GL076884.
Chant, R. J., D. K. Ralston, N. K. Ganju, C. Pianca, and A. E. Simonson. 2021. “Sediment budget estimates for a highly impacted embayment with extensive wetland loss.” Estuaries Coasts 44 (3): 608–626. https://doi.org/10.1007/s12237-020-00784-3.
C3S (Copernicus Climate Change Service). 2017. “ERA5: Fifth generation of ECMWF atmospheric reanalyses of the global climate.” Copernicus Climate Change Service Climate Data Store (CDS). Accessed June 9, 2020. https://cds.climate.copernicus.eu/cdsapp#!/home.
Dietrich, J. C., M. Zijlema, J. J. Westerink, L. H. Holthuijsen, C. N. Dawson, R. A. Jr. Luettich, R. E. Jensen, J. M. Smith, G. S. Stelling, and G. W. Stone. 2011. “Modeling hurricane waves and storm surge using integrally-coupled, scalable computations.” Coastal Eng. 58 (1): 45–65. https://doi.org/10.1016/j.coastaleng.2010.08.001.
Dodet, G., X. Bertin, and R. Taborda. 2010. “Wave climate variability in the North-East Atlantic Ocean over the last six decades.” Ocean Modell. 31 (3–4): 120–131. https://doi.org/10.1016/j.ocemod.2009.10.010.
Donelan, M. A., W. M. Drennan, and K. B. Katsaros. 1997. “The air–sea momentum flux in conditions of wind sea and swell.” J. Phys. Oceanogr. 27 (10): 2087–2099. https://doi.org/10.1175/1520-0485(1997)027%3C2087:TASMFI%3E2.0.CO;2.
Drennan, W. M., K. K. Kahma, and M. A. Donelan. 1999. “On momentum flux and velocity spectra over waves.” Boundary Layer Meteorol. 92 (3): 498–515. https://doi.org/10.1023/A:1002054820455.
Egbert, G. D., and S. Y. Erofeeva. 2002. “Efficient inverse modeling of barotropic ocean tides.” J. Atmos. Oceanic Technol. 19 (2): 183–204. https://doi.org/10.1175/1520-0426(2002)019%3C0183:EIMOBO%3E2.0.CO;2.
El Safty, H., and R. Marsooli. 2020. “Ship wakes and their potential impacts on salt marshes in Jamaica Bay, New York.” J. Mar. Sci. Eng. 8 (5): 325. https://doi.org/10.3390/jmse8050325.
Fox-Kemper, B. et al., 2021. “Ocean, cryosphere and Sea level change.” In Climate change 2021: The physical science basis. contribution of working group I to the sixth assessment report of the intergovernmental panel on climate change, edited by V. Masson-Delmotte et al., 2150–2445. Cambridge: Cambridge University Press.
Hartig, E. K., V. Gornitz, A. Kolker, F. Mushacke, and D. Fallon. 2002. “Anthropogenic and climate-change impacts on salt marshes of Jamaica Bay, New York City.” Wetlands 22 (1): 71–89. https://doi.org/10.1672/0277-5212(2002)022[0071:AACCIO]2.0.CO;2.
Heij, C., and S. Knapp. 2014. Effects of wind strength and wave height on ship incident risk: Regional trends and seasonality. Econometric Institute Research Papers EI2014-15. Rotterdam, Netherlands: Erasmus University Rotterdam.
Hemer, M. A., Y. Fan, N. Mori, A. Semedo, and X. L. Wang. 2013. “Projected changes in wave climate from a multi-model ensemble.” Nat. Clim. Change 3 (5): 471–476. https://doi.org/10.1038/nclimate1791.
Hersbach, H., C. Peubey, A. Simmons, P. Berrisford, P. Poli, and D. Dee. 2015. “ERA-20CM: A twentieth-century atmospheric model ensemble.” Q. J. R. Meteorolog. Soc. 141 (691): 2350–2375. https://doi.org/10.1002/qj.2528.
Janssen, P. A. E. M. 1989. “Wave-Induced stress and the drag of Air flow over Sea waves.” J. Phys. Oceanogr. 19 (6): 745–754. https://doi.org/10.1175/1520-0485(1989)019%3C0745:WISATD%3E2.0.CO;2.
Karimpour, A., Q. M. Chen, and R. R. Twilley. 2015. “A field study of how wind waves and currents may contribute to the deterioration of saltmarsh fringe.” Estuaries Coasts 39: 935–950. https://doi.org/10.1007/s12237-015-0047-z.
Laloyaux, P. et al., 2018. “CERA-20C: A coupled reanalysis of the Twentieth Century.” J. Adv. Model. Earth Syst. 10 (5): 1172–1195. https://doi.org/10.1029/2018MS001273.
Leonardi, N., Z. Defne, N. K. Ganju, and S. Fagherazzi. 2016. “Salt marsh erosion rates and boundary features in a shallow Bay.” J. Geophys. Res.: Earth Surf. 121 (10): 1861–1875. https://doi.org/10.1002/2016JF003975.
Luettich, R. A. Jr., J. J. Westerink, and N. W. Scheffner. 1992. ADCIRC: An advanced three-dimensional circulation model for shelves, coasts and estuaries. Report 1. Theory and Methodology ofADCIRC-2DDI and ADCIRC-3DL. Tech. Rep. DRP-92-6. Vicksburg, MS: USACE.
Marsooli, R., and N. Lin. 2020. “Impacts of climate change on hurricane flood hazards in Jamaica Bay, New York.” Clim. Change 163 (4): 2153–2171. https://doi.org/10.1007/s10584-020-02932-x.
Marsooli, R., P. M. Orton, J. Fitzpatricl, and H. Smith. 2018. “Residence time of a highly urbanized estuary: Jamaica Bay, New York.” J. Mar. Sci. Eng. 6 (2): 44. https://doi.org/10.3390/jmse6020044.
Marsooli, R., P. M. Orton, and G. Mellor. 2017. “Modeling wave attenuation by salt marshes in Jamaica Bay, New York, using a new rapid wave model.” J. Geophys. Res.: Oceans 122 (7): 5689–5707. https://doi.org/10.1002/2016JC012546.
Martínez-Asensio, A., M. N. Tsimplis, M. Marcos, X. Feng, D. Gomis, G. Jordà, and S. A. Josey. 2016. “Response of the North Atlantic wave climate to atmospheric modes of variability.” Int. J. Climatol. 36 (3): 1210–1225. https://doi.org/10.1002/joc.4415.
Menéndez, M., F. J. Méndez, I. J. Losada, and N. E. Graham. 2008. “Variability of extreme wave heights in the Northeast Pacific Ocean based on buoy measurements.” Geophys. Res. Lett. 35 (22): L22607. https://doi.org/10.1029/2008GL035394.
McLoughlin, S. M., P. L. Wiberg, I. Safak, and K. J. McGlathery. 2014. “Rates and forcing of marsh edge erosion in a shallow coastal bay.” Estuaries Coasts 38 (2): 620–638. https://doi.org/10.1007/s12237-014-9841-2.
Meucci, A., I. R. Young, M. Hemer, E. Kirezci, and R. Ranasinghe. 2020. “Projected 21st century changes in extreme wind-wave events.” Am. Assoc. Adv. Sci. 6 (24): eaaz7295. https://doi.org/10.1126/sciadv.aaz7295.
Morim, J. et al., 2020. “A global ensemble of ocean wave climate projections from CMIP5-driven models.” Sci. Data 7 (1): 105. https://doi.org/10.1038/s41597-020-0446-2.
Poli, P. et al., 2016. “ERA-20C: An atmospheric reanalysis of the twentieth century.” J. Clim. 29 (11): 4083–4097. https://doi.org/10.1175/JCLI-D-15-0556.1.
Priestas, A., G. Mariotti, N. Leonardi, and S. Fagherazzi. 2015. “Coupled wave energy and erosion dynamics along a salt marsh boundary, Hog island Bay, Virginia, USA.” J. Mar. Sci. Eng. 3 (3): 1041–1065. https://doi.org/10.3390/jmse3031041.
Ruggiero, P., D. Komar, and J. C. Allan. 2010. “Increasing wave heights and extreme value projections: The wave climate of the U.S. Pacific Northwest.” Coastal Eng. 57 (5): 539–552. https://doi.org/10.1016/j.coastaleng.2009.12.005.
Reguero, B. G., I. J. Losada, and F. J. Méndez. 2019. “A recent increase in global wave power as a consequence of oceanic warming.” Nat. Commun. 10 (1): 205. https://doi.org/10.1038/s41467-018-08066-0.
Reidenbach, M. A., J. R. Koseff, and M. A. R. Koehl. 2009. “Hydrodynamic forces on larvae affect their settlement on coral reefs in turbulent, wave-driven flow.” Limnol. Oceanogr. 54 (1): 318–330. https://doi.org/10.4319/lo.2009.54.1.0318.
Sapkota, Y., and J. R. White. 2019. “Marsh edge erosion and associated carbon dynamics in coastal Louisiana: A proxy for future wetland-dominated coastlines world-wide.” Estuarine Coastal Shelf Sci. 226: 106289. https://doi.org/10.1016/j.ecss.2019.106289.
Semedo, A., K. Sušelj, A. Rutgersson, and A. Sterl. 2011. “A global view on the wind sea and swell climate and variability from ERA-40.” J. Clim. 24 (5): 1461–1479. https://doi.org/10.1175/2010JCLI3718.1.
Semedo, A., R. Weisse, A. Beherens, A. Sterl, L. Bengtson, and H. Günther. 2013. “Projection of global wave climate change toward the end of the twenty-first century.” J. Clim. 26 (21): 8269–8288. https://doi.org/10.1175/JCLI-D-12-00658.1.
Shimura, T., N. Mori, T. Takemi, and R. Mizuta. 2017. “Long-term impacts of ocean wave-dependent roughness on global climate systems.” J. Geophys. Res.: Oceans 122 (3): 1995–2011. https://doi.org/10.1002/2016JC012621.
Smith, S. D. 1988. “Coefficients for sea surface wind stress, heat flux, and wind profiles as a function of wind speed and temperature.” J. Geophys. Res. 93 (C12): 15467–15472. https://doi.org/10.1029/JC093iC12p15467.
SWAN—Scientific and Technical Documentation Version 40.91AB. 2013. “Delft University of Technology, Environmental Fluid Mechanics Section, 15 July 2017.” Accessed March 19, 2019. http://www.swan.tudelft.nl.
Taylor, P. K., and M. Yelland. 2001. “The dependence of sea surface roughness on the height and steepness of the waves.” J. Phys. Oceanogr. 31 (2): 572–590. https://doi.org/10.1175/1520-0485(2001)031%3C0572:TDOSSR%3E2.0.CO;2.
Tommasini, L., L. Carniello, M. Ghinassi, M. Roner, and A. D’Alpaos. 2019. “Changes in the wind-wave field and related salt-marsh lateral erosion: Inferences from the evolution of the Venice lagoon in the last four centuries.” Earth Surf. Processes Landforms 44 (8): 1633–1646. https://doi.org/10.1002/esp.4599.
Tonelli, M., S. Fagherazzi, and M. Petti. 2010. “Modeling wave impact on salt marsh boundaries.” J. Geophys. Res. 115 (C9): C09028. https://doi.org/10.1029/2009JC006026.
van de Koppel, J., D. van der Wal, J. P. Bakker, P. M. J. Herman, and W. F. Faga. 2005. “Self-organization and vegetation collapse in salt marsh ecosystems.” Am. Nat. 165 (1): E1–E12. https://doi.org/10.1086/426602.
Young, I. R., and A. Ribal. 2019. “Multiplatform evaluation of global trends in wind speed and wave height.” Science 364 (6440): 548–552. https://doi.org/10.1126/science.aav9527.
Waldman, J. 2008. Research opportunities in the natural and social sciences at the Jamaica Bay unit of gateway national recreation area. Report Prepared for National Park Service. Brooklyn, NY: Jamaica Bay Institute.
Wang, X. L., Y. Feng, G. P. Compo, V. R. Swail, F. W. Zwiers, R. J. Allan, and P. D. Sardeshmukh. 2013. “Trends and low frequency variability of extra-tropical cyclone activity in the ensemble of twentieth century reanalysis.” Clim. Dyn. 40 (11–12): 2775–2800. https://doi.org/10.1007/s00382-012-1450-9.
Wang, X. L., Y. Feng, and V. Swail. 2012. “North Atlantic wave height trends as reconstructed from the 20th century reanalysis.” Geophys. Res. Lett. 39 (18): L18705. https://doi.org/10.1029/2012GL053381.
Westerink, J. J. Jr., R. A., Luettich, C. A. Blain, and N. W. Scheffner. 1994. ADCIRC: An advanced three-dimensional circulation model for shelves, coasts and estuaries. Report 2: Users’ manual for ADCIRC-2DDI. Tech. Rep. DRP-92-6. Vicksburg, MS: USACE.
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Journal of Waterway, Port, Coastal, and Ocean Engineering
Volume 148 • Issue 3 • May 2022
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© 2022 American Society of Civil Engineers.
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Received: Jul 21, 2021
Accepted: Dec 16, 2021
Published online: Mar 2, 2022
Published in print: May 1, 2022
Discussion open until: Aug 2, 2022
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