Abstract
In this study, we use a spatially implicit, stage-structured model to evaluate marine reserve effectiveness for a fish population exhibiting depensatory (strong Allee) effects in its dynamics. We examine the stability and sensitivity of the equilibria of the modelled system with regards to key system parameters and find that for a reasonable set of parameters, populations can be protected from a collapse if a small percentage of the total area is set aside in reserves. Furthermore, the overall abundance of the population is predicted to achieve a maximum at a certain ratio \(A\) of reserve area to fished area, which depends heavily on the other system parameters such as the net export rate of fish from the marine reserves to the fished areas. This finding runs contrary to the contested “equivalence at best” result when comparing fishery management through traditional catch or effort control and management through marine reserves. Lastly, we analyse the problem from a bioeconomics perspective by computing the optimal harvesting policy using Pontryagin’s Maximum Principle, which suggests that the value for \(A\) which maximizes the optimal equilibrium fishery yield also maximizes population abundance when the cost per unit harvest is constant, but can increase substantially when the cost per unit harvest increases with the area being harvested.
Similar content being viewed by others
References
Abesamis RA, Russ GR (2005) Density-dependent spillover from a marine reserve: long-term evidence. Ecol Appl 15(5):1798–1812
Ban NC, Klein CJ (2009) Spatial socioeconomic data as a cost in systematic marine conservation planning. Conserv Lett 2(5):206–215
Botsford LW, Kaplan DM, Hastings A (2004) Sustainability and yield in marine reserve policy. Am Fish Soc Symp 42:75–86
Botsford LW, Micheli F, Hastings A (2003) Principles for the design of marine reserves. Ecol Appl 13:25–31
Bundy A, Fanning LP (2005) Can Atlantic cod (Gadus morhua) recover? Exploring trophic explanations for the non-recovery of the cod stock on the eastern Scotian Shelf, Canada. Can J Fish Aquat Sci 62(7):1474–1489
Clark CW (1976) Pure and applied mathematics., Mathematical bioeconomics: the optimal management of renewable resourcesWiley-Interscience, New York
Costello C, Ovando D, Hilborn R, Gaines SD, Deschenes O, Lester SE (2012) Status and solutions for the worlds unassessed fisheries. Science 338(6106):517–520
Côté IM, Mosqueira I, Reynolds JD (2001) Effects of marine reserve characteristics on the protection of fish populations: a meta-analysis. J Fish Biol 59:178–189
Courchamp F, Clutton-Brock T, Grenfell BT (1999) Inverse density dependence and the Allee effect. Trends Ecol Evol 14(10):405–410
Dubey B, Chandra P, Sinha P (2003) A model for fishery resource with reserve area. Nonlinear Anal Real 4(4):625–637
Frank KT, Brickman D (2000) Allee effects and compensatory population dynamics within a stock complex. Can J Fish Aquat Sci 57(3):513–517
Gaylord B, Gaines SD, Siegel DA, Carr MH (2005) Marine reserves exploit population structure and life history in potentially improving fisheries yields. Ecol Appl 15(6):2180–2191
Gell FR, Roberts CM (2003) Benefits beyond boundaries: the fishery effects of marine reserves. Trends Ecol Evol 18(9):448–455
Gerber LR, Andelman SJ, Botsford LW, Gaines SD, Hastings A, Palumbi SR, Possingham HP (2003) Population models for marine reserve design: a retrospective and prospective synthesis. Ecol Appl 13:47–S64
Grafton QR, Kompas T, Pham VH (2006) The economic payoffs from marine reserves: resource rents in a stochastic environment. Econ Rec 82:469–480
Grafton RQ, Kompas T, Lindenmayer D (2005) Marine reserves with ecological uncertainty. Bull Math Biol 67(5):957–971
Grüss A, Kaplan D, Guenette S, Roberts CM, Botsford LW (2011) Consequences of adult and juvenile movement for marine protected areas. Biol Cons 144:692–702
Halpern B, Warner R (2002) Marine reserves have rapid and lasting effects. Ecol Lett 5:361–366
Halpern BS (2003) The impact of marine reserves: do reserves work and does reserve size matter? Ecol Appl 13:117–137
Hannesson R (1998) Marine reserves: what would they accomplish? Mar Resour Econ 13:159–170
Hannesson R (2008) The economics of marine reserves. Nat Resour Model 15:273–290
Harrison HB, Williamson DH, Evans RD, Almany GR, Thorrold SR, Russ GR, Feldheim KA, van Herwerden L, Planes S, Srinivasan M, Berumen ML, Jones GP (2012) Larval export from marine reserves and the recruitment benefit for fish and fisheries. Curr Biol 22(11):1023–1028
Hart, DR, Sissenwine MP (2009) Marine reserve effects on fishery profits: a comment on white et al. (2008) Ecol Lett 12(3):E9–E11
Hastings A, Botsford LW (1999) Equivalence in yield from marine reserves and traditional fisheries management. Science 284(5419):1537–1538
Holland DS, Brazee RJ (1996) Marine reserves for fisheries management. Mar Resour Econ 11:157–172
Horwood JW, Nichols JH, Milligan S (1998) Evaluation of closed areas for fish stock conservation. J Appl Ecol 35(6):893–903
Huo HF, Jiang HM, Meng XY (2012) A dynamic model for fishery resource with reserve area and taxation. J Appl Math. doi:10.1155/2012/794719
Hutchings JA (2013) Renaissance of a caveat: Allee effects in marine fish. ICES J Mar Sci. doi:10.1093/icesjms/fst179
Hutchings JA, Myers RA (1994) What can be learned from the collapse of a renewable resource? Atlantic cod, Gadus morhua, of Newfoundland and Labrador. Can J Fish Aquat Sci 51(9):2126–2146
Lauck T, Clark CW, Mangel M, Munro GR (1998) Implementing the precautionary principle in fisheries management through marine reserves. Ecol Appl 8:S72–S78
Liermann M, Hilborn R (2001) Depensation: evidence, models and implications. Fish Fish 2(1):33–58
Myers RA, Barrowman NJ, Hutchings JA, Rosenberg A (1995) Population dynamics of exploited fish stocks at low population levels. Science 269(5227):1106–1108
Naidoo R, Balmford A, Ferraro PJ, Polasky S, Ricketts TH, Rouget M (2006) Integrating economic costs into conservation planning. Trends Ecol Evol 21(12):681–687
Nehlsen W, Williams JE, Lichatowich JA (1991) Pacific salmon at the crossroads: stocks at risk from California, Oregon, Idaho, and Washington. Fisheries 16(2):4–21
Neubert MG (2003) Marine reserves and optimal harvesting. Ecol Lett 6(9):843–849
Parrish R (1999) Marine reserves for fisheries management: why not? Calif Coop Ocean Fish 40:77–86
Price MHH, Darimont CT, Temple NF, MacDuffee SM (2008) Ghost runs: management and status assessment of Pacific salmon (Oncorhynchus spp.) returning to British Columbia’s central and north coasts. Can J Fish Aquat Sci 65(12):2712–2718
Ralston S, OFarrell MR (2008) Spatial variation in fishing intensity and its effect on yield. Can J Fish Aquat Sci 65(4):588–599
Ricard D, Minto C, Jensen OP, Baum JK (2012) Examining the knowledge base and status of commercially exploited marine species with the ram legacy stock assessment database. Fish Fish 13(4):380–398
Roberts CM, Hawkins JP, Gell FR (2005) The role of marine reserves in achieving sustainable fisheries. Phil Trans R Soc B 360(1453):123–132
Rowe S, Hutchings JA, Bekkevold D, Rakitin A (2004) Depensation, probability of fertilization, and the mating system of atlantic cod (Gadus morhua L.). ICES J Mar Sci 61(7):1144–1150
Russ GR (2002) Yet another review of marine reserve as reef fishery management tools. In: Sale PF (ed) Coral reef fishes: dynamics and diversity in a complex ecosystem. Academic Press, San Diego
Russ GR, Alcala AC (2011) Enhanced biodiversity beyond marine reserve boundaries: the cup spillith over. Ecol Appl 21:241–250
Shelton PA, Healey BP (1999) Should depensation be dismissed as a possible explanation for the lack of recovery of the northern cod (Gadus morhua) stock? Can J Fish Aquat Sci 56(9):1521–1524
Sinclair AF (2001) Natural mortality of cod (Gadus morhua) in the Southern Gulf of st Lawrence. ICES J Mar Sci J du Conseil 58(1):1–10
Stephens PA, Sutherland WJ, Freckleton RP (1999) What is the allee effect? Oikos 87(1):185–190
Stoner AW (1997) The status of queen conch, strombus gigas, research in the caribbean. Mar Fish Rev 59(3):14–33
Stoner AW, Davis MH, Booker CJ (2012) Negative consequences of allee effect are compounded by fishing pressure: comparison of queen conch reproduction in fishing grounds and a marine protected area. Bull Mar Sci 88:89–104
Stoner AW, Lipcius RN, Marshall LS, Bardales AT (1988) Synchronous emergence and mass migration in juvenile queen conch. Mar Ecol Prog Ser 49(1–2):51–55
Sumaila UR (1998) Protected marine reserves as fisheries management tools: a bioeconomic analysis. CMI working papers. Chr. Michelsen Institute
Taylor CM, Hastings A (2005) Allee effects in biological invasions. Ecol Lett 8(8):895–908
Tetreault I, Ambrose RF (2007) Temperate marine reserves enhance targeted but not untargeted fishes in multiple no-take mpas. Ecol Appl 17(8):2251–2267
Walters CJ, Kitchell JF (2001) Cultivation/depensation effects on juvenile survival and recruitment: implications for the theory of fishing. Can J Fish Aquat Sci 58(1):39–50
White C, Kendall BE (2007) A reassessment of equivalence in yield from marine reserves and traditional fisheries management. Oikos 116(12):2039–2043
White C, Kendall BE, Gaines SD, Siegel DA, Costello CJ (2008) Marine reserve effects on fishery profit. Ecol Lett 11:370–379
Wicklund RI, Hepp LA, Wenz GA (1991) Preliminary studies on the early life history of the queen conch (strombus gigas) in the exuma cays, bahamas. In: Proceedings of the Gulf and Caribbean Fisheries Institute, vol 40. Gulf and Caribbean Fisheries Institute, pp 283–298
Willis TJ, Millar RB, Babcock RC, Tolimieri N (2003) Burdens of evidence and the benefits of marine reserves: putting descartes before des horse? Environ Conserv 30(2):97–103
Worm B, Hilborn R, Baum JK, Branch TA, Collie JS, Costello C, Fogarty MJ, Fulton EA, Hutchings JA, Jennings S, Jensen OP, Lotze HK, Mace PM, McClanahan TR, Minto C, Palumbi SR, Parma AM, Ricard D, Rosenberg AA, Watson R, Zeller D (2009) Rebuilding global fisheries. Science 325(5940):578–585
Acknowledgments
The work of MHC was supported by the Australian Postgraduate Award. PSK was supported by the ARC Discovery Early Career Research Award (DE120101113).
Author information
Authors and Affiliations
Corresponding author
Appendix
Appendix
We list here two-parameter bifurcation diagrams of the system with respect to parameters \(n\), \(B\), \(\sigma _1\) and \(\sigma _2\).
Rights and permissions
About this article
Cite this article
Chan, M.H., Kim, P.S. Modelling the Impact of Marine Reserves on a Population with Depensatory Dynamics. Bull Math Biol 76, 2122–2143 (2014). https://doi.org/10.1007/s11538-014-0003-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11538-014-0003-2