Metabolic scaling regularity in aquatic ecosystems

Authors

  • L. A. Salcido -Guevara
  • F. Arreguí­n -Sánchez
  • L. Palmeri
  • A. Barausse

DOI:

https://doi.org/10.37543/oceanides.v27i2.113

Keywords:

Ecosystem, metabolism, scaling factor, transfer efficiency

Abstract

We tested the hypothesis that ecosystem metabolism follows a quarter power scaling relation, analogous to organisms. Logarithm of Biomass/Production (B/P) to Trophic Level (TL) relationship was estimated to 98 trophic models of aquatic ecosystems. A normal distribution of the slopes gives a modal value of 0.64, which was significantly different of the theoretical value of 0.75 (p<0.05). After correction for transfer efficiency
among trophic levels a modal value of 0.726 was obtained through a least squares algorithm which was not significantly different from the theoretical one (p>0.05). We also tested for error in both variables, Log (B/P) and TL, through a Reduced Major Axis regression with similar results, with a modal value of 0.756 (p>0.05). We also explored a geographic distribution showing no significant relation (p>0.05) to latitude and between different
regions of the world. We conclude that: a)  cosystem metabolism follows the quarter-power scaling rule; b) transfer efficiency between TL plays a relevant role characterizing local attributes to ecosystem metabolism; and c) there is neither latitudinal nor geographic differences. These findings confirm the existence of a metabolic
scaling regularity in aquatic ecosystems.

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References

Allen, K.R. 1971. Relation between production and biomass. J. Fish. Res. Board Can., 28(10): 1573-1581. https://doi.org/10.1139/f71-236

Bohonak, A.J. & K. van der Linde. 2004. RMA: Software for Reduced Major Axis regression, Java version. Available from: http:// www.kimvdlinde.com/professional/rma. html [Accessed 3 February 2012].

Banavar, J.R., A. Maritan & A. Rinaldo.1999. Size and form in efficient transportation networks. Nature, 399: 130-132. https://doi.org/10.1038/20144

Banavar, J.R., A. Maritan & A. Rinaldo.2002. Supply-demand balance and metabolic scaling. PNAS, 99(16): 10506-10509. https://doi.org/10.1073/pnas.162216899

Banavar, J.R., M.E. Moses, J.H. Brown, J. Damuth, A. Rinaldo, R.M. Sibly & A. Maritan. 2010. A general basis for quarter-power scaling in animals. PNAS. 107(36): 15816-15820. https://doi.org/10.1073/pnas.1009974107

Bendoricchio, G. & L. Palmeri. 2005. Quo vadis ecosystem? Ecol. Model., 184(1): 5-17. https://doi.org/10.1016/j.ecolmodel.2004.11.005

Brown, J.H., K.V. Gupta, B.L. Li, B.T. Milne, C. Restrepo & G.B. West. 2002. The fractal nature of nature: power laws, ecological complexity and biodiversity. Philos. T. Roy. Soc. B., 357: 619-626. https://doi.org/10.1098/rstb.2001.0993

Brown, J.H., J.G. Gillooly, A.P. Allen, V.M. Savage & G.B. West. 2004. Towards a metabolic theory of ecology. Ecology, 85(7):1771-1789. https://doi.org/10.1890/03-0800

https://doi.org/10.1890/03-9000

Brown, J.H., A.P. Allen & J.F. Gillooly. 2007. The metabolic theory of ecology and the role of body size in marine and freshwater ecosystems, 1-10. In: Hildrew A.G., Raffaelli D.G. & R. Edmonds-Brown (Eds.) Body Size: the structure and function of aquatic ecosystems. Cambridge University Press, New York, 356 p. https://doi.org/10.1017/CBO9780511611223.002

Christensen, V. & D. Pauly, 1992. ECOPATH II - a software for balancing steady-state ecosystem models and calculating network characteristics. Ecol. Model., 61: 169-185 (www.ecopath.org) https://doi.org/10.1016/0304-3800(92)90016-8

Ernest, S.K.M., B.J. Enquist, J.H. Brown, E.L. Charnov, J.F. Gillooly, V.M. Savage, E.P. White, F.A. Smith, E.A. Hadly, J.P. Haskell, S.K. Lyons, B.A. Maurer, K.J. Niklas & B. Tiffney. 2003. Thermodynamic and metabolic effects on the scaling of production and population energy use. Ecol. Lett., 6: 990-995. https://doi.org/10.1046/j.1461-0248.2003.00526.x

Garlaschelli, D., G. Caldarelli & L. Pletonero. 2003. Universal scaling relations in food webs. Nature, 423: 165-168. https://doi.org/10.1038/nature01604

Jennings, S., K.J. Warr & S. Mackinson. 2002. Use of size-based production and stable isotope analyses to predict trophic transfer efficiencies and predator-prey body mass ratios in food webs. Mar. Ecol. Prog. Ser., 240, 11-20. https://doi.org/10.3354/meps240011

Jennings, S. & S. Mackinson. 2003. Abundancebody mass relationships in size-structured food webs. Ecol. Lett., 6(11): 971-974. https://doi.org/10.1046/j.1461-0248.2003.00529.x

Jennings, S., J.K. Pinnegar, N.V.C. Polunin & T.W. Boon. 2001. Weak cross-species relationships between body size and trophic level belie powerful size-based trophic structuring in fish communities. J. Anim. Ecol., 70(6): 934-944. https://doi.org/10.1046/j.0021-8790.2001.00552.x

Kitchell, J.F., T.E. Essington, C.H. Boggs, D.E. Schindler & C.J. Walters. 2002. The role of sharks and longline fisheries in a pelagic ecosystem of the Central Pacific. Ecosys� tems, 5(2): 202-216. https://doi.org/10.1007/s10021-001-0065-5

Lindeman, R.L. 1942. The trophic-dynamic aspect of ecology.Ecology, 23(4): 399-417. Available from: ftp://brd1.ucsc.edu/Bio293/ week2/Lindeman%201942.pdf [Accessed 7 June 2012] https://doi.org/10.2307/1930126

Merz, G. & R.A. Myers. 1998. A simplified formulation for fish production. Can. J. Fish.Aquat. Sci., 55(2): 478-484 https://doi.org/10.1139/f97-216

Pauly, D. & V. Christensen. 1993. Graphical representation of steady-state trophic ecosystem models, 20-28. In: Trophic models of aquatic ecosystems, Christensen, V. & D. Pauly (Eds.). Philippines, ICLARM Conf. Proc. 26. ISBN: 971-1022-84-2

Pauly, D. & V. Christensen. 1995. Primary production required to sustain global fisheries. Nature, 374: 255-257. https://doi.org/10.1038/374255a0

Savage, V.M., J.F. Gillooly, W.H. Woodruff, G.B. West, A.P. Allen, B.J. Enquist & J.H. Brown. 2004. The predominance of quarter-power scaling in biology. Funct. Ecol., 18(2): 257-282. https://doi.org/10.1111/j.0269-8463.2004.00856.x

Sokal, R.R. & F.J. Rolf. 1981. Biometry. 2nd ed., San Francisco, California, W.H. Freeman. ISBN: 0716712547

West, G.B. & J.H. Brown. 2004. Life's univer- sal scaling laws. Phys. Today, 57(9): 36-42.

https://doi.org/10.1063/1.1809090

West, G.B. & J.H. Brown. 2005. The origin of allometric scaling laws in biology from genomes to ecosystems: towards a quantitative unifying theory of biological structure and organization. J. Exp. Biol., 208: 1575-1592. https://doi.org/10.1242/jeb.01589

West, G.B., J.H. Brown & B.J. Enquist. 1997. A general model for the origin of allometric scaling laws in biology. Science, 276(5309): 122-126. https://doi.org/10.1126/science.276.5309.122

West, G.B., J.H. Brown & B.J. Enquist. 2001. A general model for ontogenic growth. Nature, 413: 628-631. https://doi.org/10.1038/35098076

(1) Okey, T.A. & D. Pauly, 1999. FCRR, 7(4): 137. Available from: http://www.fisheries. ubc.ca/publications/trophic-mass-balancemodel-alaskas-prince-william-sound-ecosystem-post-spill-period-199 [Accessed 1 February 2012]

(2) Dalsgaard, J. & D. Pauly, 1997. FCRR, 5(2): 33. Available from: http://www.fisheries. ubc.ca/publications/preliminary-mass-balance-model-prince-william-sound-alaskapre-spill-period-1980-1989 [Accessed 1 February 2012]

(3) Ainsworth, C., J.J. Heymans, T.J. Pitcher & M. Vasconcellos, 2002. FCRR, 10(4): 41. Available from: http://www.fisheries. ubc.ca/publications/ecosystem-models-northern-british-columbia-time-periods-2000-1950-1900-and-1750 [Accessed 1 February 2012]

(4) Morales-Zárate, M.V., F. Arreguín-Sánchez, J. López-Martínez & S.E. Lluch-Cota, 2004. Ecol. Model., 174: 331-345. https://doi.org/10.1016/j.ecolmodel.2003.09.028

(5) Arreguín-Sánchez, F., E. Arcos & E.A. Chávez, 2002. Ecol. Model., 156: 167-183. https://doi.org/10.1016/S0304-3800(02)00159-X

(6) Salcido-Guevara, L.A., 2006. M.Sc. thesis, CICIMAR-IPN., 83 Available from: http:// www.biblioteca.cicimar.ipn.mx/oacis/tesisdesplegardetalles.php?id=422 [Accessed 1 February 2012]

(7) Wolff, M., V. Koch, J.B. Chavarria & J. Vargas, 1998. Available from: http://www. cimar.ucr.ac.cr/volumenes-especiales/contenidos/cont_eacr1.html [Accessed 1 February 2012]

(8) Wolf, M., H.J. Hartmann & V. Koch, 1996. Rev. Biol. Trop., 44(3): 215-231. Available from: http://www.cimar.ucr.ac.cr/volumenes-especiales/contenidos/cont_hensen. html [Accessed 2 February 2012]

(9) Olivieri, R.A., A. Cohen & F.P. Chavez, 1993. In: Trophic models of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 315-322. ISBN: 9711022842

(10) Arreguín-Sánchez, F., A. Hernández-Herrera, M. Ramírez-Rodríguez & H. PérezEspaña, 2004. Ecol. Model., 172: 373-382.

(11) Watkinson, S. & D. Pauly, 1999. Changes in the ecosystem of Rivers Inlet, British Columbia: 1950 vs. the present. Available from: http://www.ecopath.org/model/51 [Accessed 1 February 2012] 12)

(12) Zetina-Rejón, M.J., F. Arreguín-Sánchez & E.A. Chávez, 2003. Estuar.Coast. Shelf Sci., 57: 803-815. https://doi.org/10.1016/S0272-7714(02)00410-9

Kitchell, J.F., T.E. Essington, C.H. Boggs, D.E. Schindler & C.J. Walters. 2002. Eco� systems, 5(2): 202-216. https://doi.org/10.1007/s10021-001-0065-5

(14) Zetina-Rejón, M.J. & F. Arreguín-Sánchez, 2002. In: Wakida-Kusunoki, A., R. SolanaSansores & J. Uribe-Martínez, (Eds.) Mexico, INP, 49-56. Available from: http://www. inapesca.gob.mx/portal/documentos/publ icaciones/11Tercer+foro+de+camaron.pdf [Accessed 2 February 2012]

(15) Morissette, L., D. Simon-Pierre, C. Savenkoff, M.O. Hammill, H. Bourdages &D. Chabot, 2003. Can. Tech. Rep. Fish.Aqua. Sci., 2497: 94. Avalaible from: http://www. dfo-mpo.gc.ca/Library/276401.pdf [Accessed 2 February 2012]

(16) Christian, R.R. & J.J. Luczkovich, 1999. Ecol. Model., 117(1): 99-124. https://doi.org/10.1016/S0304-3800(99)00022-8

(17) Vidal, L. & M. Basurto, 2003. FCRR, 11(6): 255-264. Available from: http://www. fisheries.ubc.ca/publications/mexico-brazilcentral-atlantic-fisheries-catch-trends-andecosystem-models [Accessed 2 February 2012]

Vega-Cendejas, M.E. & F. Arreguín-Sánchez, 2001. Ecol. Model., 137: 119-133. https://doi.org/10.1016/S0304-3800(00)00421-X

(19) E. Rivera-Arriaga, A. L. Lara-Domínguez, G. Villalobos-Zapata & A. Yáñez-Arancibia, 2003. FCRR, 11(6): 245-254. Available from: http://www.fisheries.ubc.ca/publications/mexico-brazil-central-atlantic-fisheries-catch-trends-and-ecosystem-models [Accessed 2 February 2012]

(20) Venier, J.M. & D. Pauly, 1997. Proc. 8th Int. Coral Reef Sym., 1: 915-920. Available from: http://www.ecopath.org/model/64 [Accessed 2 February 2012]

(21) Alvarez-Hernández, J.H., 2003. FCRR, 11(6): 227-235. Available from: http://www. fisheries.ubc.ca/publications/mexico-brazil central-atlantic-fisheries-catch-trends-andecosystem-models [Accessed 2 February 2012]

(22) Halfon, E. & N. Shito, 1993. In: Trophic models of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 29-39. ISBN: 9711022842

(23) Duarte, L.O. & C.B. García, 2004. Ecol. Model., 172: 323-338. https://doi.org/10.1016/j.ecolmodel.2003.09.014

(24) Pedersen, S.A, 1994. ICES, 26. Available from: http://www.ecopath.org/model/48 [Accessed 2 February 2012]

(25) Manickchand-Heileman, S., L.A. Soto & E. Escobar, 1998. Estuar. Coast. Shelf Sci., 46(6): 885-899. https://doi.org/10.1006/ecss.1997.0324

(26) Manickchand-Heileman, S., F. ArreguínSánchez, A. Lara-Dominguez & L.A. Soto, 1998. J. Fish Biol., 53: 179-197. (1998). https://doi.org/10.1111/j.1095-8649.1998.tb01026.x

(27) De La Cruz-Agüero, G., 1993. In: Tro� phic models of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 193-196. ISBN: 9711022842

(28) Rosado-Solórzano, R. & S.A. Guzmán del Próo, 1998. Ecol. Model., 109(2): 141-154. https://doi.org/10.1016/S0304-3800(98)00011-8

(29) Chávez, E.A., M. Garduño & F. ArreguínSánchez, 1993. In: Trophic models of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 186-192. ISBN: 9711022842

(30) Buchary, E.A., 2001. FCRR, 9(4): 350: 198-206. Available from: http://www.fisheries.ubc.ca/publications/fisheries-impactsnorth-atlantic-ecosystems-models-andanalyses [Accessed 2 February 2012]

(31) Rybarczyk, H. & B. Elkaïm, 2003. Estuar. Coast. Shelf Sci., 58(4): 775-791. https://doi.org/10.1016/S0272-7714(03)00184-7

(32) Carrer, S.& S. Opitz. Ecol. Model, 1999. 124: 193-219. https://doi.org/10.1016/S0304-3800(99)00161-1

(33) Lobry, J. 2004. Thesis doctoral, France, Université de Bordeaux I. Available from: http://ori-oai.u-bordeaux1.fr/ori-oaisearch/notice.html?id=u-bordeaux1-ori- 901&format=dc_id [Accessed 2 February 2012]

(34) Palomares, M.L., P. Reyes-Marchant, N. Lair, M. Zainure, G. Barnabe & G. Lasserre, 1993. In: Trophic models of aquatic eco� systems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 224- 229. ISBN: 9711022842

(35) Brando, V.E., R. Ceccarelli, S. Libralato & G. Ravagnan. 2004. Ecol. Model., 172: 213-232. https://doi.org/10.1016/j.ecolmodel.2003.09.008

(36) Palomares, M.L., B. Yulianto, L. Puy, D. Bengen & A. Belaud, 1993. In: Trophic mod� els of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 172-179. ISBN: 9711022842

(37) Reyes-Marchant, P., J.L. Jamet, N. Lair, H. Taleb & M.L.D. Palomares, 1993. In: Tro� phic models of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 95-101. ISBN: 9711022842

(38) Gamito, S. & K. Erzini, 2005. Ecol. Model., 181(4): 509-520. (2005). https://doi.org/10.1016/j.ecolmodel.2004.02.024

(39) Harvey, C.J., S.P. Cox, T.E. Essington, S. Hansson & J.F. Kitchell, 2003. ICES J. Mar. S., 60: 939-950. https://doi.org/10.1016/S1054-3139(03)00098-5

(40) Walline, P.D., S. Pisanty, M. Gophen & T. Berman, 1993. In: Trophic models of aquat� ic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 103-109. ISBN: 9711022842

(41) Kolding, J., 1993. In: Trophic models of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 116-123. ISBN: 9711022842

(42) Moreau, J., V. Christensen & D. Pauly, 1993. In: Trophic models of aquatic eco� systems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 124- 129. ISBN: 9711022842

(43) Moreau, J., W. Ligtvoet & M.L.D. Palomares, 1993. In: Trophic models of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 144-152. ISBN: 9711022842

(44) Moreau, J., B. Nyakageni, M. Pearce & P. Petit, 1993. In: Trophic models of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 138-143. ISBN: 9711022842

(45) Machena, C., J. Kolding & R.A. Sanyanga 1993. In: Trophic models of aquatic eco� systems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 130- 137. ISBN: 9711022842

(46) Degnbol, P., 1993 In: Trophic models of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 110-115. ISBN: 9711022842

(47) Moreau, J., M.C. Villanueva, U.S. Amarasinghe & F. Schiemer, 2001. In: Reservoir and culture-based fisheries: biology and management, De Silva, S.S., (Ed.). Australia, Aust. Centre Inter. Agr. Res., 201-214. ISBN: 0642456941

(48) Silvestre, G., S. Selvanathan & A.H.M. Salleh, 1993. In: Trophic models of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 300-306. ISBN: 9711022842

(49) Garces, L.R., M. Alias, A. A. Talib, M. Mohamad-Norizam & G. T. Silvestre, 2003. In: Silvestre, G., L. Garces, I. Stobutzki, C. Luna, M. Ahmed, R.A.V. Santos, L. Lachica-Aliño, P. Munro, V. Christensen &D. Pauly, (Eds.). Assessment, Management and Future Directions for Coastal Fisheries in Asian Countries.WorldFish Center. 333- 352. ISBN: 9832346223

(50) Hsing-Juh, L., S. Kwang-Tsao, H. JiangShiou, L. Wen-Tseng, C. I-Jiunn & L. LihHuwa, 2004. J. Mar. Sci. Tech., 12(5): 424- 432. Available from: http://fishdb.sinica. edu.tw/pdf/116.pdf [Accessed 2 February 2012]

(51) Bundy, A. & D. Pauly, 2001. Fish. Res., 53(3): 263-281. https://doi.org/10.1016/S0165-7836(00)00295-2

(52) W.L. Campos, 2003. In: Silvestre, G., L. Garces, I. Stobutzki, C. Luna, M. Ahmed, R.A.V. Santos, L. Lachica-Aliño, P. Munro, V. Christensen & D. Pauly, (Eds.). Assess� ment, Management and Future Direc� tions for Coastal Fisheries in Asian Coun� tries.WorldFish Center. 353-364. ISBN:9832346223

(53) Aliño, P.M., L.T. McManus, J.W. Nañola, J.M.D. Fortes, G.C. Trono & G.S. Jacinto, 1993. In: Trophic models of aquatic eco� systems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 252-258. ISBN: 9711022842

(54) Delos Reyes, M.R., 1995. Thesis doctoral, Germany, Universität Hamburg, 138. Available from: https://kataloge.uni-hamburg.de/ DB=1/SET=4/TTL=1/LNG=EN/NXT [Accessed 2 February 2012]

(55) Man, A., 2003. In: Silvestre, G., L. Garces, I. Stobutzki, C. Luna, M. Ahmed, R.A.V. Santos, L. Lachica-Aliño, P. Munro, V. Christensen & D. Pauly, (Eds.). Assess� ment, Management and Future Direc� tions for Coastal Fisheries in Asian Coun� tries.WorldFish Center. 313-332. ISBN: 9832346223

(56) Nurhakim, S., 2003. In: Silvestre, G., L. Garces, I. Stobutzki, C. Luna, M. Ahmed, R.A.V. Santos, L. Lachica-Aliño, P. Munro, V. Christensen & D. Pauly, (Eds.). Assess� ment, Management and Future Direc� tions for Coastal Fisheries in Asian Coun� tries.WorldFish Center. 299-312. ISBN:9832346223

(57) Tong, L., Q. Tang & D. Pauly, 2000. Chi� nese J. App. Ecol., 11(3): 435-440. Available from: http://www.cjae.net/EN/volumn/ volumn_1315.shtml [Accessed 2 February 2012]

(58) Golam-Mostafa, M., 2003. In: Silvestre, G., L. Garces, I. Stobutzki, C. Luna, M. Ahmed, R.A.V. Santos, L. Lachica-Aliño, P. Munro, V. Christensen & D. Pauly, (Eds.). Assess� ment, Management and Future Direc� tions for Coastal Fisheries in Asian Coun� tries.WorldFish Center. 263-280. ISBN: 9832346223

(59) Gribble, N.A., 2003. Fish. Res., 65: 493- 506. https://doi.org/10.1016/j.fishres.2003.09.035

(60) Tudman, P.D., 2001. Thesis, Australia, James Cook University. Available from: http://www.ecopath.org/model/77 [Accessed 2 February 2012]

(61) Bozec, Y.M. D. Gascuel & M. Kulbicki, 2004. Aqua. Living Resour., 17(2): 151- 162. https://doi.org/10.1051/alr:2004024

(62) Cox, S.P., T.E. Essington, J.F. Kitchell, S.J.D. Martell, C.J. Walters, C. Boggs & I. Kaplan, 2002. Can. J. Fish.Aquat. Sci., 59: 1736-1747. https://doi.org/10.1139/f02-138

(63) Bradford-Grieve, J.M., P.K. Probert, S.D. Nodder, D. Thompson, J. Hall, S. Hanchet, P. Boyd, J. Zeldis, A.N. Baker, H.A. Best, N. Broekhuizen, S. Childerhouse, M. Clark, M. Hadfield, K. Safi & I. Wilkinson, 2003. J. Exp. Mar. Biol. Ecol., 289(2): 223-262. https://doi.org/10.1016/S0022-0981(03)00045-5

(64) Neira, S., H. Arancibia & L. Cubillos, 2004. Ecol. Model., 172: 233-248. https://doi.org/10.1016/j.ecolmodel.2003.09.009

(65) Mendy, A.N., 1999. Reykjavik, United Nations University. Available from: http://www. ecopath.org/model/58 [Accessed 2 February 2012]

(66) Lee Bredesen, E., 1999. Thesis, Canada, University of British Columbia. Available from: http://www.ecopath.org/model/70 [Accessed 2 February 2012]

(67) Heymans, J.J. & D. Baird, 2000. Ecol. Model., 131: 97-119. https://doi.org/10.1016/S0304-3800(00)00275-1

(68) Aydin, K.Y., V.V. Lapko, V.I. Radchenko & P.A. Livingston, 2002. NOAA Technical Memorandum. Available from: http://www. afsc.noaa.gov/Publications/techmemos_ older.htm [Accessed 2 February 2012]

(69) Mendoza, J. J., 1993. In: Trophic models of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 285-297. ISBN: 9711022842

(70) Vasconcellos, M. & M.A. Gasalla, 2001. Fish. Res., 50(3): 279-295. https://doi.org/10.1016/S0165-7836(00)00217-4

(71) Blanchard, J.L., J.K. Pinnegar & S. Mackinson, 2002. UK, CEFAS, Sci. Ser. Tech. Rep., Available from: http://www.cefas. defra.gov.uk/publications/scientific-series/ technical-reports.aspx [Accessed 2 February 2012]

(72) Vivekanandan, E., M. Srinath, V.N. Pillai, S. Immanuel & K.N. Kurup, 2003. In: Silvestre, G., L. Garces, I. Stobutzki, C. Luna, M. Ahmed, R.A.V. Santos, L. Lachica-Aliño, P. Munro, V. Christensen & D. Pauly, (Eds.). Assessment, Management and Future Di� rections for Coastal Fisheries in Asian Countries.WorldFish Center. 281-298. ISBN: 9832346223

(73) Ortiz, M. & M. Wolf. Aquatic Conservation: Marine and Freshwater Ecosystems. 12(6): 601-618. https://doi.org/10.1002/aqc.512

(74) Ryzbarczyk, H., B. Elkaim, L. Ochs & N. Loquet, 2003. Estuar. Coast. Shelf Sci., 58(3): 405-421. https://doi.org/10.1016/S0272-7714(02)00294-9

(75) De Paula E Silva, R. & A.M. Caramelo., 1993. In: Trophic models of aquatic eco� systems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 214- 223. ISBN: 9711022842

(76) Pauly, D., 2002. In: The Gulf of Guinea Large Marine Ecosystem, McGlade, J.M., P. Cury, K.A. Koranteng, &N.J. HardmanMountford, (Eds.). Elsevier, 289-295. ISBN: 0444510281

Vega-Cendejas, M.E., 2003. FCRR, 11(6): 237-243. Available from: http://www.fisheries.ubc.ca/publications/mexico-brazilcentral-atlantic-fisheries-catch-trends-andecosystem-models [Accessed 2 February 2012]

(78) Lin, H.J., K.T. Shao, S.R. Kuo, H.L. Hsieh, S.L. Wong, I.M. Chen, W.T. Lo & J.J. Hung, 1999. Estuar.Coast. Shelf Sci., 48(5): 575- 588. https://doi.org/10.1006/ecss.1998.0457

(79) Gribble, N.A., 2001. In: Oceanographic Processes of Coral Reefs: Physical and Biological Links in the Great Barrier Reef, Wolanski, E., (Ed.). CRC Press, 189-207. ISBN: 084930833X. https://doi.org/10.1201/9781420041675.ch12

(80) Arias-González, J.E., B. Delesalle, B. Salvat & R. Galzin, 1997. Coral Reefs, 16(4):231-246. https://doi.org/10.1007/s003380050079

(81) Heymans, S.J.J. 2005. FCRR, 13: 8-82. Available from: http://www.fisheries.ubc.ca/ publications/food-web-models-and-datastudying-fisheries-and-environmental-impacts-eastern-pacific-e [Accessed 2 February 2012]

(82) Mathews, C.P., 1993. In: Trophic models of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 161-171. ISBN: 9711022842

(83) Angelini, R. & A.A. Agostinho, 2005. Ecol. Model., 181: 109-121. https://doi.org/10.1016/j.ecolmodel.2004.06.025

(84) Aravindan, C.M., 1993. In: Trophic models of aquatic ecosystems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 87-89. ISBN: 9711022842

(85) Palomares, M.L.D., K. Horton & J. Moreau, 1993. In: Trophic models of aquatic ecosys� tems, Christensen, V. & D. Pauly, (Eds). Philipines, ICLARM Conf. Proc. 26., 153- 158. ISBN: 9711022842

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2012-12-04

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Salcido -Guevara, L. A., Arreguí­n -Sánchez, F., Palmeri, L., & Barausse, A. (2012). Metabolic scaling regularity in aquatic ecosystems. CICIMAR Oceánides, 27(2), 13–26. https://doi.org/10.37543/oceanides.v27i2.113

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