Coral Reefs

, Volume 34, Issue 2, pp 403–417 | Cite as

Connectivity in the Intra-American Seas and implications for potential larval transport

  • H. Qian
  • Y. Li
  • R. He
  • D. B. Eggleston


A major challenge in marine ecology is to describe patterns of larval dispersal and population connectivity, as well as their underlying processes. We re-assessed broad-scale population connectivity with a focus on the 18 coral reef hot spots in the Intra-American Seas described in Roberts (Science 278:1454–1457, 1997), by including seasonal and inter-annual variability in potential larval dispersal. While overall dispersal patterns were in agreement with previous findings, further statistical analyses show that dispersal patterns driven by mean circulation initially described by Roberts (Science 278:1454–1457, 1997) can significantly underestimate particle connectivity envelopes. The results from this study indicate that seasonal and inter-annual variability in circulation are crucial in modulating both dispersal distance and directional anisotropy of virtual larvae over most coral reef sites and that certain larval hotspots are likely more strongly connected than originally thought. Improved larval dispersal transport envelopes can enhance the accuracy of probability estimates which, in turn, may help to explain episodic larval settlement in certain times and places, and guide spatial management such as marine protected areas.


Intra-American Sea Connectivity Large-scale circulation 



We thank Dr. Daniel Kamykowski for providing constructive comments that help to improve the quality of the manuscript. We are grateful to CNES France and ERA for providing AVISO SSH data, and NOAA AMOL and NOS for providing Florida current transport and coastal sea level data available online. This work was part of Dr. Hui Qian’s Ph.D. dissertation under the supervision of Dr. Ruoying He at North Carolina State University. Research support was provided by NSF OCE 1029841.

Supplementary material

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  1. Caley MJ, Carr MH, Hixon MA, Hughes TP, Jones GP, Menge BA (1996) Recruitment and the local dynamics of open marine populations. Annu Rev Ecol Syst 27:477–500CrossRefGoogle Scholar
  2. Cowen RK, Sponaugle S (2009) Larval dispersal and marine population connectivity. Annu Rev Mar Sci 1:443–466CrossRefGoogle Scholar
  3. Cowen RK, Paris CB, Srinivasan A (2006) Scaling of connectivity in marine populations. Science 311:522–527CrossRefPubMedGoogle Scholar
  4. Cowen RK, Paris CB, Olson DB, Fortuna JL (2003) The role of long distance dispersal in replenishing marine populations. Gulf Caribb Res 14:129–137Google Scholar
  5. Cowen RK, Lwiza KM, Sponaugle S, Paris CB, Olson DB (2000) Connectivity of marine populations: open or closed? Science 287:857–859CrossRefPubMedGoogle Scholar
  6. Cowen RK, Gawarkiewicz GG, Pineda J, Thorrold SR, Werner FE (2007) Population connectivity in marine systems: an overview. Oceanography 20:14–21CrossRefGoogle Scholar
  7. Danilowicz BS (1997) A potential mechanism for episodic recruitment of a coral reef fish. Ecology 78:1415–1423CrossRefGoogle Scholar
  8. Doherty PJ (2002) Variable replenishment and the dynamics of reef fish populations. In: Sale PF (ed) Coral reef fishes: dynamics and diversity in a complex ecosystem. Academic Press, San Diego, CA, pp 327–355CrossRefGoogle Scholar
  9. Edgar GJ, Stuart-Smith RD, Willis TJ, Kininmonth S, Baker SC, Banks S, Barrett NS, Becerro MA, Bernard ATF, Berkhout J, Buxton CD, Campbell SJ, Cooper AT, Davey M, Edgar SC, Försterra G, Galván DE, Irigoyen AJ, Kushner DJ, Moura R, Parnell PE, Shears NT, Soler G, Strain EMA, Thompson RJ (2014) Global conservation outcomes depend on marine protected areas with five key features. Nature 506:216–220CrossRefPubMedGoogle Scholar
  10. Eggleston DB, Lipcius RN, Marshall LS, Ratchford SG (1998) Spatiotemporal variation in postlarval recruitment of the Caribbean spiny lobster in the central Bahamas: lunar and seasonal periodicity, spatial coherence, and wind forcing. Mar Ecol Prog Ser 174:33–49CrossRefGoogle Scholar
  11. Eggleston DB, Reyns NB, Etherington LL, Plaia G, Xie L (2010) Tropical storm and environmental forcing on regional blue crab settlement. Fish Oceanogr 19:89–106CrossRefGoogle Scholar
  12. Fairall CW, Bradley EF, Rogers DP, Edson JB, Young GS (1996) Bulk parameterization of air-sea fluxes for tropical ocean-global atmosphere Coupled-Ocean Atmosphere Response Experiment. J Geophys Res 101:3747–3764CrossRefGoogle Scholar
  13. Haidvogel DB, Arango H, Budgell P, Cornuelle BD, Curchitser E, Di Lorenzo E, Fennel K, Geyer W, Hermann A, Lanerolle L, Levin J, McWilliams JC, Miller AJ, Moore AM, Powell TM, 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 227:3595–3624CrossRefGoogle Scholar
  14. Hanski I (1998) Metapopulation dynamics. Nature 396:41–49CrossRefGoogle Scholar
  15. Hrycik JM, Chassé J, Ruddick BR, Taggart CT (2013) Dispersal kernel estimation: A comparison of empirical and modelled particle dispersion in a coastal marine system. Estuar Coast Shelf Sci 133:11–22CrossRefGoogle Scholar
  16. Incze L, Xue H, Wolff N, Xu D, Wilson C, Steneck R, Wahle R, Lawton P, Pettigrew N, Chen Y (2010) Connectivity of lobster (Homarus americanus) populations in the coastal Gulf of Maine: part II- Coupled biophysical dynamics. Fish Oceanogr 19:1–20CrossRefGoogle Scholar
  17. Jones GP, Milicich MJ, Emslie MJ, Lunow C (1999) Self-recruitment in a coral reef fish population. Nature 402:802–804CrossRefGoogle Scholar
  18. Kough AS, Paris CB, Butler MJ (2013) Larval connectivity and the international management of fisheries. PLoS ONE 8:e64970CrossRefPubMedCentralPubMedGoogle Scholar
  19. Lee TN, Williams E (1999) Mean distribution and seasonal variability of coastal currents and temperature in the Florida Keys with implications for larval recruitment. Bull Mar Sci 64:35–56Google Scholar
  20. Levins R (1969) Some demographic and genetic consequences of environmental heterogeneity for biological control. Bull Entomol Soc Am 15:237–240Google Scholar
  21. Li Y, He R, Manning JP (2014) Coastal connectivity in the Gulf of Maine in spring and summer of 2004–2009. Deep-Sea Res II 103:199–209CrossRefGoogle Scholar
  22. Li Y, He R, McGillicuddy DJ, Anderson DM, Keafer BA (2009) Investigation of 2006 Alexandrium fundyense bloom in the Gulf of Maine: In situ observations and numerical modeling. Cont Shelf Res 29:2069–2082CrossRefGoogle Scholar
  23. Lipcius RN, Stockhausen WT, Eggleston DB (2001) Marine reserves for Caribbean spiny lobster: empirical evaluation and theoretical metapopulation recruitment dynamics. Mar Freshw Res 52:1589–1598CrossRefGoogle Scholar
  24. Marancik KE, RichardsonDE Lyczkowski-Shultz J, Cowen RK, Konieczna K (2012) Spatial and temporal distribution of grouper larvae (Serranidae: Epinephelinae: Epinephelini) in the Gulf of Mexico and Straits of Florida. Fish Bull 110:1–20Google Scholar
  25. Marchesiello P, McWilliams JC, Shchepetkin A (2003) Equilibrium structure and dynamics of the California Current System. J Phys Oceanogr 33:753–783CrossRefGoogle Scholar
  26. Mellor LG, Yamada T (1982) Development of a turbulence closure model for geophysical fluid problems. Rev Geophys 20:851–875CrossRefGoogle Scholar
  27. Mitarai SD, Siegel A, Watson JR, Dong C, McWilliams JC (2009) Quantifying connectivity in the coastal ocean with application to the Southern California Bight. J Geophys Res 114:C10026CrossRefGoogle Scholar
  28. Munday PL, Leis JM, Lough JM, Paris CB, Kingsford MJ, Berumen ML, Lambrechts J (2009) Climate change and coral reef connectivity. Coral Reefs 28:379–395CrossRefGoogle Scholar
  29. Paris CB, Cowen RK (2004) Direct evidence of a biophysical retention mechanism for coral reef fish larvae. Limnol Oceanogr 49:1964–1979CrossRefGoogle Scholar
  30. Porch CE (1998) A numerical study of larval fish retention along the southeast Florida coast. Ecol Model 109:35–59CrossRefGoogle Scholar
  31. Puckett BJ, Eggleston DB, Kerr PC, Luettich R (2014) Larval dispersal and population connectivity among a network of marine reserves. Fish Oceanogr 23:342–361CrossRefGoogle Scholar
  32. Putman NF, He R (2013) Tracking the long-distance dispersal of marine organisms: Sensitivity of ocean model resolutions. J R Soc Interface 10:20120979CrossRefPubMedCentralPubMedGoogle Scholar
  33. Roberts CM (1997) Connectivity and management of Caribbean coral reefs. Science 278:1454–1457CrossRefPubMedGoogle Scholar
  34. Sale PF (2002) Coral reef fishes: Dynamics and diversity in a complex ecosystem. Academic Press, New York, p 527Google Scholar
  35. Sale PF, Guy GA, Steel WJ (1994) Ecological structure of assemblages of coral reef fishes on isolated patch reefs. Oecologia 98:83–99CrossRefGoogle Scholar
  36. Schmitz WJ, Richardson PL (1991) On the sources of the Florida Current. Deep- Sea Res Suppl. 32:S379–S409CrossRefGoogle Scholar
  37. Schmitz WJ, McCartney MS (1993) On the North Atlantic circulation. Rev Geophys 31:29–49CrossRefGoogle Scholar
  38. Shcheptkin AF, McWilliams MC (2005) A split-explicit, free-surface, topographic following-coordinate oceanic model. Ocean Model 9:347–404CrossRefGoogle Scholar
  39. Sheng J (2006) Circulation and variability over the Meso-American Barrier Reef System: Application of a triply nested ocean circulation model. Estuarine and Coastal Modeling 9:270–290CrossRefGoogle Scholar
  40. Sheng J, Tang L (2004) A two-way nested-grid ocean-circulation model for the Meso-American Barrier Reef System. Ocean Dynamics 54:232–242CrossRefGoogle Scholar
  41. Simpson SD, Meekan MG, Jeffs A, Montgomery JC, McCauley RD (2008) Settlement-stage coral reef fish prefer the higher-frequency invertebrate-generated audible component of reef noise. Anim Behav 75:1861–1868CrossRefGoogle Scholar
  42. Sponaugle S, Lee T, Kourafalou V, Pinkard D (2005) Florida Current frontal eddies and the settlement of coral reef fishes. Limnol Oceanogr 50:1033–1048CrossRefGoogle Scholar
  43. Taylor MS, Hellberg ME (2003) Genetic evidence for local retention of pelagic larvae in a Caribbean reef fish. Science 299:107–109CrossRefPubMedGoogle Scholar
  44. Vermeij MJA, Marhaver KL, Huijbers CM, Nagelkerken I, Simpson SD (2010) Coral larvae move toward reef sounds. PLoS ONE 5:e10660CrossRefPubMedCentralPubMedGoogle Scholar
  45. Wolanksi E, Kingsford MJ (2014) Oceanographic and behavioural assumptions in models of the fate of coral and coral reef fish larvae. J R Soc Interface 11:20140209CrossRefGoogle Scholar
  46. Xue H, Incze L, Xu D, Wolff N, Pettigrew N (2009) Connectivity of lobster populations in the coastal Gulf of Maine, Part I: Circulation and larval transport potential. Ecol Model 210:193–211CrossRefGoogle Scholar
  47. Young C, He R, Emlet R, Li Y, Qian H, Arellano S, Van Gaest A, Bennett K, Wolf M, Smart T, Rice M (2012) Dispersal of deep-sea larvae from the Intra-American Seas: Simulations of trajectories using ocean models. Integr Comp Biol 52:483–496CrossRefPubMedGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2014

Authors and Affiliations

  1. 1.Department of Marine, Earth, and Atmospheric SciencesNorth Carolina State UniversityRaleighUSA

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