Characterisation of environmental forcing on Zostera marina L. plastochrone interval dynamics in the Punta Banda Estuary, B.C. Mexico: an empirical modelling approach


  • Elena Solana-Arellano Centro de Investigación Científica y de Educación Superior de Ensenada
  • Hector Echavarría-Heras Centro de Investigación Científica y de Educación Superior de Ensenada
  • Cecilia Leal-Ramírez Centro de Investigación Científica y de Educación Superior de Ensenada



empirical modeling, eelgrass plastochrone interval, temperature control


This paper presents a characterisation of the most significant environmental influences on plastochrone interval variation for Zostera marina L. in Punta Banda estuary B.C. Mexico. Data were collected from April 1998 to December 2001. Using correlation and principal component analysis, we found that the combination of sea surface temperature, light radiation and dissolved nutrients explains the observed variability consistently. Sea surface temperature was found to be the dominant environmental influence (r=0.89, p<0.05). Using empirical modelling procedures we also found that there is a direct causal relationship between sea surface temperature and plastochrone interval values. In conclusion, from both a quantitative and a qualitative perspective sea surface temperature was found to summarise the relevant environmental forcing. Moreover, ENSO events control plastochrone interval variation throughout alterations in abiotic variables determining the observed dynamics.


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Backman, T.W. and D.C. Barilotti. – 1976. Irradiance reduction effects on standing crops of the eelgrass Zostera marina in a coastal lagoon. Mar. Biol., 34: 33-40. doi:10.1007/BF00390785

Beer, S. and E.W. Koch. – 1996. Photosynthesis of marine macroalgae and seagrasses in globally changing CO2 environments. Mar. Ecol. Prog. Ser., 41: 199-204. doi:10.3354/meps141199

Best, E.P.H., C.P. Buzzeli, S.M. Bartell, R.L. Wetzel, W.A. Boyd, R.D. Doyle and K.R. Campbell. – 2001. Modeling submersed macrophyte growth in relation to underwater light climate: modeling approaches and application potential. Hidrobiologia, 444: 43-70. doi:10.1023/A:1017564632427

Biebl, R.C. and C.P. McRoy. – 1971. Plasmatic resistance and rate of respiration and photosynthesis of Zostera marina at different salinities and temperatures. Mar. Biol., 8: 48-56. doi:10.1007/BF00349344

Brix, H. and B.K. Sorrell. – 1969. Oxygen stress in wetland plants: comparison of de-oxygenated and reducing root environments. Funct. Ecol., 10: 521-526. doi:10.2307/2389945

Bulthuis, D.A. – 1987. Effects of temperature on photosynthesis and growth of seagrasses. Aquat. Bot., 27: 27-40. doi:10.1016/0304-3770(87)90084-2

Costa, J.E. – 1988. Distribution, production and historical changes in abundance of eelgrass (Zostera marina L.) in southern Massachusetts. Ph.D. thesis, Univ. Berkeley.

Dennison, W.C. – 1980. Leaf production. In: R.C. Phillips and C.P. McRoy (eds.), Seagrass research and methods. pp. 209. UNESCO.

Dennison, W.C. and R.S. Alberte. – 1982. Photosynthetic response of Zostera marina L. (eelgrass) to in situ manipulations of light intensity. Oecologia, 55: 137-144. doi:10.1007/BF00384478

Dennison, W.C. and R.S. Alberte. – 1985. Role of daily light period in the depth distribution of Zostera marina L. (eelgrass). Mar. Ecol. Prog. Ser., 25: 51-61. doi:10.3354/meps025051

DiCarlo, G. – 2004. The natural recolonization process of the seagrass Posidonia oceanica (L.) Delile after the introduction of the Italo-Algerian methane pipeline in the SW Mediterranean sea. Ph.D. thesis, Univ. Southampton.

Duarte, C.M. – 1991. Allometric scaling of seagrass form and productivity. Mar. Ecol. Prog. Ser., 77: 289-300. doi:10.3354/meps077289

Duarte, C.M. – 2002. The future of seagrass meadows. Environ. Conserv., 29(2): 192-206. doi:10.1017/S0376892902000127

Duarte, C.M. and C.L. Chiscano. – 1999. Seagrass biomass and production: a reassessment. Aquat. Bot., 65: 159-174. doi:10.1016/S0304-3770(99)00038-8

Durako, M.J. – 1995. Indicators of seagrass ecological conditions: an assessment based on spatial and temporal changes associated with mass mortality of the tropical seagrass Thalassia testudinum. In: J.W. Porter and K.G. Porter (eds.), The Everglades, Florida Bay and Coral Reefs of the Florida Keys: an ecosystem sourcebook, pp. 523-537. CRC Press, Boca Raton FL.

Durazo, R. and T.R. Baumgartner. – 2002. Evolution of oceanographic conditions of Baja California: 1997-1999. Prog. Oceanogr., 54: 7-31. doi:10.1016/S0079-6611(02)00041-1

Echavarria-Heras, H.A., E. Solana-Arellano, E. Franco-Vizcaíno. – 2006. The role of increased sea surface temperature on eelgrass leaf dynamics: onset of “El Niño” as a proxy for global climatic change in San Quintín Bay, Baja California. Bull. South. Calif. Acad. Sci., 105(3): 113-127. doi:10.3160/0038-3872(2006)105[113:TROISS]2.0.CO;2

Erickson, R.O. and F.J. Michelini. – 1957. The plastochron index. Am. J. Bot., 44: 572-579. doi:10.2307/2438380

Estes, J.A. and C.H. Peterson. – 2000. Marine ecological research in seashore and seafloor systems: accomplishments and future directions. Mar. Ecol. Prog. Ser., 195: 281-289. doi:10.3354/meps195281

Fourqurean, J.W., T.O. Moore, B. Fry and J.T. Hollibaugh. – 1997. Spatial and temporal variation in C:N:P ratios, ∂15N, and ∂13C of eelgrass Zostera marina as indicators of ecosystem processes, Tomales Bay, California, USA. Mar. Ecol. Prog. Ser., 157: 147-157. doi:10.3354/meps157147

Frederiksen, M.S. and R.N. Glud. – 2006. Oxygen dynamics in the rhizosphere of Zostera marina: A two-dimensional planar optode study. Limnol. Oceanogr., 51(2): 1072-1083.

Fulks, W. – 1978. Advanced calculus. Third Edition, John Willey & Sons, USA.

Gaeckle, J.L. and F.T. Short. – 2002. A plastochrone method for measuring leaf growth in eelgrass, Zostera marina L. Bull. Mar. Sci., 71(3): 1237-1246.

Greve, T.M., J. Borum and O. Pedersen. – 2003. Meristematic oxygen variability in eelgrass (Zostera marina). Limnol. Oceanogr., 48(1): 210-216.

Greve, T.M. and D. Krause-Jensen. – 2005. Predictive modelling of eelgrass (Zostera marina) depth limits. Mar. Biol., 146: 890-858. doi:10.1007/s00227-004-1498-0

Guidetti, P., M. Lorente, M.C. Buia and L. Mazzella. – 2002. Temporal dynamics and biomass partitioning in three Adriatic seagrass species: Posidonia oceanica, Cymodosea nodosa, Zostera marina. Mar. Ecol., 23: 51-67. doi:10.1046/j.1439-0485.2002.02722.x

Hartman, R.T. and D.L. Brown. – 1976. Changes in the composition of the internal atmosphere of submerged vascular hydrophytes in relation to photosynthesis. Ecology, 48: 252-258. doi:10.2307/1933107

Jacobs, R.P.W.M. – 1979. Distribution and aspects of the production and biomass of eelgrass, Zostera marina. L. at Roscoff France. Aquat. Bot., 7: 151-172. doi:10.1016/0304-3770(79)90019-6

Johnson, M.R., S.L. Williams, C.H. Lieberman and A. Solbak. – 2003. Changes in the abundance of the seagrasses Zostera marina L. (eelgrass) and Ruppia maritima L. (widgeongrass) in San Diego California, following an El Niño event. Estuaries, 26: 106-115. doi:10.1007/BF02691698

Kempt, W.M., R.R. Twilley, J.C. Stevenson, W.R. Boynton and J.C Means. – 1983. The decline of submerged vascular plants in upper Chesapeake Bay: summary of results concerning possible causes. Mar. Technol. Soc. J., 17: 78-89.

Kentula, M.E. and C.D. McIntire. – 1986. The autoecology and production dynamics of eelgrass (Zostera marina. L.) in Netarts Bay Oregon. Estuaries, 9: 188-199. doi:10.2307/1352130

Kraemer, G.P. and R.S. Alberte. – 1993. Age-related patterns of metabolism and biomass in subterranean tissues of Zostera marina (eelgrass). Mar. Ecol. Prog. Ser., 95: 193-203. doi:10.3354/meps095193

McRoy, C.P. – 1966. The standing stock and ecology of eelgrass (Zostera marina) in Izembek Lagoon Alaska. M.Sc. thesis, Univ. Washington.

McRoy, C.P., R.J. Barsadate and M. Nebert. – 1972. Phosphorus cycling in an eelgrass (Zostera marina L.) ecosystem. Limnol. Oceanogr., 17: 58-67.

Mukai, H., K. Aioi and Y. Ishida. – 1980. Distribution and biomass of eelgrass (Zostera marina L.) and other seagrasses in Odawa Bay, central Japan. Aquat. Bot., 8: 337-342. doi:10.1016/0304-3770(80)90063-7

Odum, E.P. and H.T. Odum. – 1959. Fundamentals of ecology. Second Edition, Philadelphia Saunders USA.

Olesen, B. and K. Sand-Jensen. – 1994. Biomass-density patterns in the temperate seagrass Zostera marina. Mar. Ecol. Prog. Ser., 109: 283-291. doi:10.3354/meps109283

Orth, R.J. and K.A. Moore. – 1988. Distribution of Zostera marina L. and Ruppia maritima L. sensu lato along depth gradients in the lower Chesapeake Bay, USA. Aquat. Bot., 32: 291-305. doi:10.1016/0304-3770(88)90122-2

Parés-Sierra, A., M. López and E.G. Pavía. – 1997. Oceanografía física del océano pacífico nororiental. In: M.F. Lavín (ed.), Contribuciones a la oceanografía física en México, pp 1-24. Unión Geofísica Mexicana, México.

Pedersen, O.T., T. Bizner and J. Borum. – 2004. Sulphide intrusion in eelgrass (Zostera marina L.). Plant. Cell. Environ., 27: 595-602. doi:10.1111/j.1365-3040.2004.01173.x

Phillips, R.C. and T.W. Backman. – 1983. Phenology and reproductive biology of eelgrass (Zostera marina L.) at Bahia Kino, Sea of Cortez, Mexico. Aquat. Bot., 17: 85-90. doi:10.1016/0304-3770(83)90020-7

Pritchard, D., R. de la Paz-Vela, H. Cabrera-Muro, S. Farreras-Sanz and E. Morales. – 1978. Hidrografía Física del estero de Punta Banda, parte I: análisis de datos. Cienc. Mar., 5(2): 1-23.

Rasmussen, E. – 1977. The wasting disease of eelgrass (Zostera marina) and its effects on environmental factors and fauna. In: C.P. McRoy and C. Helffrich (eds.), Seagrass ecosystems, a scientific perspective, pp 1-52. Marcel Dekker, New York.

Sand-Jensen, K. – 1975. Biomass net production and growth dynamics in an eelgrass (Zostera marina L) population in Vellerup Vig Denmark. Ophelia, 14: 185-201.

Sand-Jensen, K., O. Pedersen, T. Bizner and J. Borum. – 2005. Contrasting oxygen dynamics in the freshwater isoetid Lobelia dortmanna and the marine seagrass Zostera marina. Ann. Bot., 96: 613-623. doi:10.1093/aob/mci214

Sang, Y.L., J.B. Kim and S.M. Lee. – 2006. Temporal dynamics of subtidal Zostera marina and intertidal Zostera japonica on the southern coast of Korea. Mar. Ecol., 27(2): 133-144. doi:10.1111/j.1439-0485.2006.00089.x

Selig, U., M. Schubert, A. Eggert, T. Steinhardt, S. Sagert and H. Schubert. – 2007. The influence of sediment on soft bottom vegetation in inner coastal waters of Mecklenburg-Vorpommern (Germany). Estuar. Coast. Shelf. Sci., 71: 241-249. doi:10.1016/j.ecss.2006.07.015

Setchel, W.A. – 1929. Morphological and phonological notes on Zostera marina. Univ Calif. Publ. Bot., 14: 185-201

Short, F.T. – 1975. Eelgrass production in Charlestown pond: An ecological analysis and numerical simulation model. M.Sc. thesis, Univ. Rhode Island.

Short, F.T. – 1980. A simulation model of the seagrass production system. In: R.C. Phillips and C.P. McRoy (eds.), Handbook of seagrass biology: an ecosystem perspective. pp 277-295. Garland, New York.

Short, F.T. and H.A. Neckles. – 1999. The effects of global climate change on seagrasses. Aquat. Bot., 63: 169-196. doi:10.1016/S0304-3770(98)00117-X

Short, F.T. and C.M. Duarte. – 2001. Methods for the measurements of seagrass abundance and depth distribution. In: F.T. Shorts, R. Coles and C.A. Short (eds.), Global seagrass research methods, pp 155-182. Elsevier Science BV, Amsterdam.

Smith, R.D., A.M. Pregnall and R.S. Alberte. – 1988. Effects of anaerobiosis on root metabolism of Zostera marina (eelgrass): implications for survival in reducing the sediments. Mar. Biol., 98:131-141. doi:10.1007/BF00392668

Smith, S.U., J.T. Hollibaugh, S.J. Dollar and S. Uimk. – 1991. Tomales Bay metabolism: C-N-P stochiometry and ecosystem heterotrophy st the land-sea interface. Estuar. Coast. Shelf Sci., 33: 223-257 doi:10.1016/0272-7714(91)90055-G

Smith, T.M. and R.W. Reynolds. – 2003. Extended reconstruction of global sea surface temperature based on COADS data (1854- 1997). J. Clim., 16: 1495-1510. doi:10.1175/1520-0442(2003)16<1228:ABTSAT>2.0.CO;2

Solana-Arellano, E., H. Echavarria-Heras and S.E. Ibarra-Obando. – 1997. Leaf size dynamics for Zostera marina L. in San Quintin Bay, Mexico: a theoretical study. Estuar. Coast. Shelf Sci., 44: 351-359. doi:10.1006/ecss.1996.0115

Solana-Arellano, E. – 2004. Métodos analíticos para la caracterización de la dinámica foliar de Zostera marina L. Ph.D. thesis, Univ. Autónoma Metropolitana.

Solana-Arellano, E., H. Echavarria-Heras, M.E. Gallegos-Martínez and O. Flores-Uzeta. – 2004. The role of biotic and abiotic variables determining demographic processes in an eelgrass meadow. Bull. South. Calif. Acad. Sci., 103:12-20.

Steel (1962) - Environmental control of photosynthesis in the sea. Limnol. Oceanogr., 7:137-150.

Tabachnick, B. and L. Fidell. – 2001. Using multivariate statistics. Allyn and Bacon: A Pearson Ed. Co.

Tegner, M. and P. Dayton. – 1987. El Niño effects on Southern California kelp communities. Adv. Ecol. Res., 17: 243-279. doi:10.1016/S0065-2504(08)60247-0

Van Tussenbroek, B.I. – 2002. Static life-table analysis and demography of the foliar shoots of the tropical seagrass Talassia testudinum. Bull. Mar. Sci., 7(3): 1247-1256.

Williams, T.P., J.M. Bubb and J.N. Lester. – 1994. Metal accumulation within salt marsh environments: a review. Mar. Pollut. Bull., 28(5): 277-290. doi:10.1016/0025-326X(94)90152-X

Wolker, K. and M.S. Timlin. – 1993. Monitoring ENSO in COADS with a seasonally adjusted principal component index. In: Proceedings of the 17th Climate Diagnostics Workshop. pp 52-57.

Yin, K., Z.Lin and Z. Ke. – 2004. Temporal and special distribution of dissolved oxygen in Pearl River estuary and adjacent coastal waters. Cont. Shelf Sci., 24: 1935-1948. doi:10.1016/j.csr.2004.06.017

Zharova, N., A. Sfriso, A. Voinov and B. Pavoni. – 2001. A simulation model for the annual fluctuations of Zostera marina biomass in the Venice lagoon. Aquat. Bot., 70: 135-150. doi:10.1016/S0304-3770(01)00151-6

Zimmerman, R.C. and R.S. Alberte. – 1996. Effect of light/dark transition on carbon translocation in eelgrass Zostera marina seedlings. Mar. Ecol. Prog. Ser., 136: 305-309 doi:10.3354/meps136305

Zimmerman, R.C., J.L. Reguzzon, S. Wyllie-Echeverria, M. Josselyn and R.S. Alberte. – 1991. Assessment of environmental suitability for growth of Zostera marina L. (eelgrass) in San Francisco Bay. Aquat. Bot., 39: 353-366. doi:10.1016/0304-3770(91)90009-T




How to Cite

Solana-Arellano E, Echavarría-Heras H, Leal-Ramírez C. Characterisation of environmental forcing on Zostera marina L. plastochrone interval dynamics in the Punta Banda Estuary, B.C. Mexico: an empirical modelling approach. scimar [Internet]. 2009Mar.30 [cited 2021May17];73(1):95-103. Available from: