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What dominates sea level at the coast: a case study for the Gulf of Guinea

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Abstract

Sea level variations and extreme events are a major threat for coastal zones. This threat is expected to worsen with time because low-lying coastal areas are expected to become more vulnerable to flooding and land loss as sea level rises in response to climate change. Sea level variations in the coastal ocean result from a combination of different processes that act at different spatial and temporal scales. In this study, the relative importance of processes causing coastal sea level variability at different time-scales is evaluated. Contributions from the altimetry-derived sea-level (including the sea level rise due to the ocean warming and land ice loss in response to climate change), dynamical atmospheric forcing induced sea level (surges), wave-induced run-up and set-up, and astronomical tides are estimated from observational datasets and reanalyses. As these processes impact the coast differently, evaluating their importance is essential for assessment of the local coastline vulnerability. A case study is developed in the Gulf of Guinea over the 1993–2012 period. The leading contributors to sea level variability off Cotonou differ depending on the time-scales considered. The trend is largely dominated by processes included in altimetric data and to a lesser extent by swell-waves run-up. The latter dominates interannual variations. Swell-waves run-up and tides dominate subannual variability. Extreme events are due to the conjunction of high tides and large swell run-up, exhibiting a clear seasonal cycle with more events in boreal summer and a trend mostly related to the trend in altimetric-derived sea-level.

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References

  • Aarninkhof SGJ, Turner IL, Dronkers TDT, Caljouw M, Nipius L (2003) A video-based technique for mapping intertidal beach bathymetry. Coast Eng 49(4):275–289

    Article  Google Scholar 

  • Almar R, Du Penhoat Y, Honkonnou N, Castelle B, Laibi R, Anthony E, Senechal N, Degbe G, Chuchla R, Sohou Z, Dorel M (2014) The Grand Popo experiment, Benin. J Coast Res Spec Issue 70:651– 656

    Article  Google Scholar 

  • Almar R, Kestenare E, Reyns J, Jouanno J, Anthony E, Laibi R, Hemer M, DuPenhoat Y, Ranasinghe R (2015) Response of the Gulf of Guinea coastline to anthropogenic and natural forcing, Part1: wave climate variability and impacts on longshore sediment transport. Continental Shelf Research in press, doi:10.1016/j.csr.2015.09.020

  • Arns A, Wahl T, Dangendorf S, Jensen J (2015) The impact of sea level rise on storm surge water levels in the northern part of the German Bight. Coast Eng 96:118–131

    Article  Google Scholar 

  • Battjes J (1974) Surf similarity. In: Proceedings of the 14th Conference of Coastal Engineering. ASCE

  • Becker M, Karpytchev M, Lennartz-Sassinek S (2014) Long-term sea level trends: natural or anthropogenic? Geophys Res Lett 41:5571–5580

    Article  Google Scholar 

  • Bertin X, Bruneau N, Breilh J, Fortunato A, Karpytchev M (2012) Importance of wave age and resonance in storm surges: the case Xynthia, Bay of Biscay. Ocean Model 42:16–30

    Article  Google Scholar 

  • Bilbao RA, Gregory JM, Bouttes N (2015) Analysis of the regional pattern of sea level change due to ocean dynamics and density change for 1993–2099 in observations and CMIP5 AOGCMs. Clim Dyn 45(9):2647–2666

    Article  Google Scholar 

  • Birol F, Cancet M, Estournel C (2010) Aspects of the seasonal variability of the Northern Current (NW Mediterranean Sea) observed by altimetry. J Mar Syst 81:297–311

    Article  Google Scholar 

  • Cabanes C, Huck T, Colin de Verdire A (2006) Contributions of wind forcing and surface heating to interannual sea level variations in the Atlantic Ocean. J Phys Oceanogr 36:1739–1750

    Article  Google Scholar 

  • Carrère L, Lyard F (2003) Modelling the barotropic response of the global ocean to atmospheric wind and pressure forcing—comparisons with observations. Geophys Res Lett 30(6):1275

    Article  Google Scholar 

  • Carrère L, Lyard F, Cancet M, Guillot A, Roblou L (2012) FES2012: A new global tidal model taking advantage of nearly 20-years of altimetry. In: Proceedings of the 20 Years of Progress in Radar Altimetry Symposium, Venice, Italy

  • Chang P, Yamagata T, Schopf P, Behera SK, Carton J, Kessler WS, Meyers G, Qu T, Schott F, Shetye S, Xie SP (2006) Climate fluctuations of tropical coupled systems. The role of ocean dynamics. J Clim 19:5122–5174

    Article  Google Scholar 

  • Church J, Clark PU, Cazenave A, Gregory J, Jevrejeva S, Levermann A, Merrifield MA, Milne GA, Nerem RS, Nunn PD, Payne AJ, Pfeffer WT, Stammer D, Unnikrishnan AS (2013) Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, chap Sea Level Change

  • Church JA, White N (2011) Sea-level rise from the late 19th to the early 21st century. Surv Geophys 32:585–602

    Article  Google Scholar 

  • Coco G, Seneschal N, Rejas A, Bryan K, Capo S, Parisot J, Brown J, MacMahan J (2014) Beach response to a sequence of extreme storms. Geomorphology 204:493–501

    Article  Google Scholar 

  • Dangendorf S, Rybski D, Mudersbach C, Mller A, Kaufmann E, Zorita E, Jensen J (2014) Evidence for long-term memory in sea level. Geophys Res Lett 41:5530–5537

    Article  Google Scholar 

  • Dasgupta S, Laplante B, Murray S, Wheeler D (2009) Climate change and the future impacts of storm surge disasters in developing countries. Technical Report, CGD Working Paper 182, Washington, D.C.: Center for Global Development. http://www.cgdev.org/content/publications/detail/1422836

  • Dean RG, Houston JR (2013) Recent sea level trends and accelerations: comparison of tide gauge and satellite results. Coast Eng 75:4–9

    Article  Google Scholar 

  • Dee D, Uppala SM, Simmons AJ, Berrisford P, Poli P, Kobayashi S, Andrae U, Balmaseda MA, Balsamo G, Bauer P, Bechtold P, Beljaars ACM (2011) The ERA-interim reanalysis: configuration and performance of the data assimilation system. Q J R Meteorol Soc 137:553–597

    Article  Google Scholar 

  • Goddard PB, Yin J, Griffies SM, Zhang S (2015) An extreme event of sea-level rise along the Northeast coast of North America in 2009–2010. Nat Commun 6:6346

    Article  Google Scholar 

  • Guedes R, Bryan K, Coco G, Holman R (2011) The effects of tides on swash statistics on an intermediate beach. J Geophys Res 116:C04,008

    Article  Google Scholar 

  • Guza R, Feddersen F (2012) Effect of wave frequency and directional spread on shoreline runup. Geophys Res Lett 39:L11,607

    Article  Google Scholar 

  • Hamlington BD, Strassburg M, Leben RR, Han W, Nerem RS, Kim KY (2014) Uncovering an anthropogenic sea-level rise signal in the Pacific Ocean. Nat Clim Chang 4(9):782–785

    Article  Google Scholar 

  • Hemer M, Wang X, Church J, Swail V (2010) Coordinated global ocean wave projections. Bull Am Meteorol Soc 91(4):451–454

    Article  Google Scholar 

  • Hemer MA, Fan Y, Mori N, Semedo A, Wang XL (2013) Projected future changes in wind-wave climate in a multi-model ensemble. Nat Clim Chang 3:471–476

    Article  Google Scholar 

  • Hoeke RK, McInnes KL, Kruger JC, McNaught RJ, Hunter JR, Smithers SG (2013) Widespread inundation of Pacific islands triggered by distant-source wind-waves. Glob Planet Chang 108:128–138

    Article  Google Scholar 

  • Holgate SJ (2007) On the decadal rates of sea level change during the twentieth century. Geophys Res Lett 34:L01,602

    Article  Google Scholar 

  • Holman R, Sallenger A (1985) Setup and swash on a natural beach. J Geophys Res 90(C1):945–953

    Article  Google Scholar 

  • Jevrejeva S, Moore JC, Grinsted A, Woodworth PL (2008) Recent global sea level acceleration started over 200 years ago? Geophys Res Lett 35:L08,715

    Article  Google Scholar 

  • Komar P (1998) Beach processes and sedimentation, 2nd edn. Prentice Hall, New Jersey, USA

    Google Scholar 

  • Laibi R, Anthony E, Almar R, Castelle B, Senechal N (2014) Morphodynamic characterisation of the human-impacted Bight of Benin sand barrier coast, West Africa. J Coast Res Spec Issue 70:078–083

    Article  Google Scholar 

  • Laudier N, Thornton E, MacMahan J (2011) Measured and modeled wave overtopping on a natural beach. Coast Eng 58:815–825

    Article  Google Scholar 

  • Le Cozannet G, Cazenave A (2014) Approaches to evaluate the recent impacts of sea-level rise on shoreline changes. Earth-Sci Rev 138:47–60

    Article  Google Scholar 

  • Longuet-Higgins MS, Stewart RW (1962) Radiation stress and mass transport in gravity waves with application to ”surf-beats”. J Fluid Mech 8:565–583

    Article  Google Scholar 

  • Losada I, Reguero B, Mendez F, Castanedo S, Abascal A, Minguez R (2013) Long-term changes in sea-level components in Latin America and the Caribbean. Glob Planet Chang 104:34–50

    Article  Google Scholar 

  • Lyu K, Zhang X, Church JA, Slangen ABA, Hu J (2014) Time of emergence for regional sea-level change. Nat Clim Chang 4:1006–1010

    Article  Google Scholar 

  • Matias A, Williams J, Masselink G, Ferreira O (2012) Overwash threshold for gravel barriers. Coast Eng 63:48–61

    Article  Google Scholar 

  • Menendez M, Woodworth PL (2010) Changes in extreme high water levels based on a quasi-global tide-gauge data set. J Geophys Res 115:C10,011

    Article  Google Scholar 

  • Merrifield MA, Thompson PR, Lander M (2012) Multidecadal sea level anomalies and trends in the western tropical Pacific. Geophys Res Lett 39

  • Meyssignac B, Cazenave A (2012) Sea level: a review of present-day and recent-past changes and variability. J Geodyn 58:96–109

    Article  Google Scholar 

  • Meyssignac B, Becker M, Llovel W, Cazenave A (2012) An assessment of two-dimensional past sea level reconstructions over 1950-2009 based on tide gauge data and different input sea level grids. Surv Geophys 33:945–972

    Article  Google Scholar 

  • Mitchum GT, Nerem SR, Merrifield MA, Gehrels WR (2010) Understanding Sea Level Rise and Variability, Chapter Modern sea level changes estimates. In: Church JA, Woolworth PL, Aarup T, Wilson WS (eds) Wiley-Blackwell Publishing, London, UK

  • Nicholls RJ, Cazenave A (2010) Sea-level rise and its impact on coastal zones. Science 328:1517–1520

    Article  Google Scholar 

  • Palanisamy H, Cazenave A, Delcroix T, Meyssignac B (2015) Spatial trend patterns in the Pacific Ocean sea level during the altimetry era: the contribution of thermocline depth change and internal climate variability. Ocean Dyn 65:341–356

    Article  Google Scholar 

  • Passaro M, Cipollini P, Vignudelli S, Quartly GD, Snaith HM (2014) ALES: a multi-mission adaptive subwaveform retracker for coastal and open ocean altimetry. Remote Sens Environ 145:173– 189

    Article  Google Scholar 

  • Piecuch CG, Ponte RM (2013) Buoyancy-driven interannual sea level changes in the tropical South Atlantic. J Phys Oceanogr 43:533–547

    Article  Google Scholar 

  • Plant N, Stockdon H (2015) How well can wave runup be predicted? Comment on Laudier et al (2011) and Stockdon et al (2006). Coast Eng 102:44–48

    Article  Google Scholar 

  • Ranasinghe R, Callaghan D, Stive MJF (2012) Estimating coastal recession due to sea level rise: beyond the bruun rule. Clim Chang 110:561–574

    Article  Google Scholar 

  • Ray RD, Douglas BC (2011) Experiments in reconstructing twentieth-century sea levels. Prog Oceanogr 91:496–515

    Article  Google Scholar 

  • Richter I, Xie SP, Behera SK, Doi T, Masumoto Y (2014) Equatorial Atlantic variability and its relation to mean state biases in CMIP5. Clim Dyn 42:171–188

    Article  Google Scholar 

  • Ruessink B (1998) The temporal and spatial variability of infragravity energy in a barred nearshore zone. Cont Shelf Res 18:585–605

    Article  Google Scholar 

  • Senechal N, Coco G, Bryan K, Holman R (2011) Wave runup during extreme storm conditions. J Geophys Res 116:C07,032

    Article  Google Scholar 

  • Serafin KA, Ruggiero P (2014) Simulating extreme total water levels using a time-dependent, extreme value approach. J Geophys Res 119:6305–6329

    Article  Google Scholar 

  • Stammer D, Cazenave A, Ponte RM, Tamisiea ME (2013) Annual Review of Marine Science, Vol. 5, Annual Reviews, Palo Alto, CA, USA, chap Causes for contemporary regional sea level changes

  • Stive MJF (2004) How important is global warming for coastal erosion? An editorial comment. Clim Chang 64:1–2

    Article  Google Scholar 

  • Stockdon HF, Holman RA (2000) Estimation of wave phase speed and nearshore bathymetry from video imagery. J Geophys Res 105(C9):22,015–22,033

    Article  Google Scholar 

  • Stockdon HF, Holman RA, Howd PA, Sallenger AH (2006) Empirical parameterization of setup, swash, and runup. Coast Eng 53:573–588

    Article  Google Scholar 

  • Symonds G, Huntley A, Bowen A (1982) Two-dimensional surf-beat: long-wave generation by a time-varying breakpoint. J Geophys Res 87:492–498

    Article  Google Scholar 

  • Tamisiea ME (2011) Ongoing glacial isostatic contributions to observations of sea level change. Geophys J Int 186:1036–1044

    Article  Google Scholar 

  • Timmermann A, McGregor S, Jin F (2010) Wind effects on past and future regional sea level trends in the southern Indo-Pacific. J Clim 23(16):4429–4437

    Article  Google Scholar 

  • Toualy E, Aman A, Koffi P, Marin F, Wango TE (2015) Ocean swell variability along the northern coast of the Gulf of Guinea. Afr J Mar Sci 37(3)

  • Vignudelli S, Kostianoy A, Cipollini P, Beneviste J (eds) (2011) Coastal Altimetry. Springer

  • Vinogradov SV, Ponte RM, Heimbach P, Wunsch C (2008) The mean seasonal cycle in sea level estimated from a data-constrained general circulation model. J Geophys Res 113:C03,032

    Article  Google Scholar 

  • Von Storch H, Zwiers F (1999) Statistical analysis in climate research. Cambridge University Press

  • Walton TLJ, Dean RG (2009) Landward limit of wind setup on beaches. Ocean Eng 36(9-10):763–766

    Article  Google Scholar 

  • Wolf J (2009) Coastal flooding: impacts of coupled wave-surge-tide models. Nat Hazards 49(2):241–260

    Article  Google Scholar 

  • Wong P, Losada IJ, Gattuso JP, Hinkel J, Khattabi A, McInnes KL, Saito Y, Sallenger A (2013) Coastal systems and low-lying areas. In: Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA

  • Woodworth P, Gregory J, Nicholls R (2004) The Sea, Harvard University Press, Harvard, USA., chap Long term sea-level changes and their impacts, p Volume 13

  • Woppelmann G, Letetrel C, Santamaria A, Bouin MN, Collilieux X, Altamini Z, Williams SDP, MartinMiguez B (2009) Rates of sea-level change over the past century in a geocentric reference frame. Geophys Res Lett 36:L12,607

    Article  Google Scholar 

  • Wright LD, Short AD (1984) Morphodynamic variability of surf zones and beaches: a synthesis. Mar Geol 56:93–118

    Article  Google Scholar 

  • Wunsch C, Stammer D (1997) Atmospheric loading and the oceanic ”inverted barometer” effect. Rev Geophys 35:79–107

    Article  Google Scholar 

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Acknowledgments

The altimeter products were produced by Ssalto/Duacs. The altimeter products and the dynamic atmospheric corrections are distributed by AVISO, with support from CNES (http://www.aviso.altimetry.fr/). Dynamic atmospheric corrections are produced by CLS Space Oceanography Division using the Mog2D model from LEGOS. The authors thank Florent Lyard for providing the tidal predictions off Cotonou of FES2014. Tide gauge data were downloaded from the University of Hawaii Sea Level Center (http://uhslc.soest.hawaii.edu).

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Correspondence to Angélique Melet.

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Melet, A., Almar, R. & Meyssignac, B. What dominates sea level at the coast: a case study for the Gulf of Guinea. Ocean Dynamics 66, 623–636 (2016). https://doi.org/10.1007/s10236-016-0942-2

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