Abstract
Theoretical ecologists have long sought to understand how the persistence of populations depends on the interactions between exogenous (biotic and abiotic) and endogenous (e.g., demographic and genetic) drivers of population dynamics. Recent work focuses on the autocorrelation structure of environmental perturbations and its effects on the persistence of populations. Accurate estimation of extinction times and especially determination of the mechanisms affecting extinction times is important for biodiversity conservation. Here we examine the interaction between environmental fluctuations and the scaling effect of the mean population size with its variance. We investigate how interactions between environmental and demographic stochasticity can affect the mean time to extinction, change optimal patch size dynamics, and how it can alter the often-assumed linear relationship between the census size and the effective population size. The importance of the correlation between environmental and demographic variation depends on the relative importance of the two types of variation. We found the correlation to be important when the two types of variation were approximately equal; however, the importance of the correlation diminishes as one source of variation dominates. The implications of these findings are discussed from a conservation and eco-evolutionary point of view.
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References
Ballantyne F, Kerkhoff AJ (2007) The observed range for temporal mean-variance scaling exponents can be explained by reproductive correlation. Oikos 116:174–180
Björklund M, Ranta E, Kaitala V, Bach LA, Lundberg P (2011) Environmental fluctuations and level of density-compensation strongly affects the probability of fixation and fixation times. Bull Math Biol 73:1666–1681
Boyce MS, Haridas CV, Lee CT, NCEAS (2006) Stochastic demography working group: demography in an increasing variable world. Trends Ecol Evol 21:141–148
Braumann CA (2008) Growth and extinction of populations in randomly varying environments. Comput Math Appl 56:631–644
Cardillo M, Mace GM, Gittleman JL, Purvis A (2006) Latent extinction risk and the future battlegrounds of mammal conservation. Proc Natl Acad Sci USA 103:4157–4161
Courchamp F, Berec J, Gascoigne J (2008) Allee effects in ecology and conservation. Oxford University Press, Oxford
Davies TJ, Allen AP, Borda-de-Água L, Rergetz J, Melian CJ (2011) Neutral biodiversity can explain the imbalance of phylogenetic trees but not the tempo of their diversification. Evolution 65:1841–1850
Dennis B, Ponciano JM, Lele SR, Taper ML, Staples DF (2006) Estimating density dependence, process noise, and observation error. Ecol Monogr 76(3):323–341
Engen S, Øyvind Bakke Ø, Islam A (1998) Demographic and environmental stochasticity-concepts and definitions. Biometrics 54:840–846
Faurby S, Funch P (2011) Size is not everything: a meta-analysis of geographic variation in microscopic eukaryotes. Global Ecol Biogeogr 20:475–485
Fenchel T, Finlay BJ (2004) Response. BioScience 54:885–886
Foley P (1994) Predicting extinction times from environmental stochasticity and carrying-capacity. Conserv Biol 8:124–137
Frankham R (1995) Effective population size/adult population size ratios in wildlife: a review. Genet Res 66:95–107
Fritz SA, Bininda-Edmonds ORP, Andy P (2009) Geographical variation in predictors of mammalian extinction risk: big is bad, but only in the tropics. Ecol Lett 12:538–549please delete from the refrence list all the reference mentioned inQ4
Grimm V, Wissel C (2004) The intrinsic mean time to extinction: a unifying approach to analysing persistence and viability of populations. Oikos 105:501–511
Halley JM, Inchausti P (2004) The increasing importance of 1/f-noises as models of ecological variability. Fluct Noise Lett 4:R1–R26
Halley J, Kunin W (1999) Extinction risk and the 1/f family of noise models. Theor Popul Biol 56:215–239
Heino M, Ripa J, Kaitala V (2000) Extinction risk under coloured environmental noise. Ecography 23:177–184
Inchausti P, Halley J (2003) On the relation between temporal variability and persistence time in animal populations. J Anim Ecol 72:899–908
Kamenev A, Meerson B, Shklovskii B (2008) How colored environmental noise affects population extinction. Phys Rev Lett 101:268103
Kohlmann SG, Schmidt GA, Garcelon DK (2005) A population viability analysis for the island fox on Santa Catalina Island, California. Ecol Model 183:77–94
Lande R (1993) Risks of population extinction from demographic and environmental stochasticity and random catastrophes. Am Nat 142:911–927
Legendre S, Schoener TW, Clobert J, Spiller DA (2008) How is extinction risk related to population size variability over time? A family of models for species with repeated extinction and immigration. Am Nat 172:282–298
Leigh EG (1981) The average lifetime of a population in a varying environment. J Theor Biol 90:213–239
Lewontin RC, Cohen D (1969) On population growth in a randomly varying environment. Proc Natl Acad Sci USA 62:1056–1060
Liao W, Reed DH (2009) Inbreeding-environment interactions increase extinction risk. Anim Conserv 12:54–61
Nicol SC, Possingham HP (2010) Should metapopulation restoration strategies increase patch area or number of patches. Ecol Appl 20:566–581
Ovaskainen O, Hanski I (2004) Metapopulation dynamics in highly fragmented landscapes. In: Hanski I, Gaggiotti OE (eds) Ecology, genetics and evolution of metapopulations. Elsevier, Amsterdam, pp 73–103
Parmesan C (2006) Ecological and evolutionary responses to recent climate change. Annu Rev Ecol Syst 37:637–669
Peña TS, Johst K, Grimm V, Arntz W, Tarazona J (2005) Population dynamics of a polychaete during three El Nino events: disentangling biotic and abiotic factors. Oikos 111:253–258
Pertoldi C, Bach LA, Loeschcke V (2008) On the brink between extinction and persistence. Biol Direct 3:47
Pertoldi C, Bach LA, Barker JSF, Lundberg P, Loeschcke V (2007) The consequences of the variance-mean rescaling effect on effective population size. Oikos 116:769–774
Pimm S (1993) Life on an intermittent edge. Trends Ecol Evol 8:45–46
Ranta E, Kaitala V, Bjorklund M, Lundberg P, Bach L, Stenseth NC (2008) Environmental forcing and genetic differentiation in subdivided populations. Evol Ecol Res 10:1–9
Reed DH (2004) Extinction risk in fragmented habitats. Anim Conserv 7:181–191
Reed DH (2008) The effects of population size on population viability: From mutation to environmental catastrophes. In: Carroll SP, Fox CW (eds) Conservation biology: evolution in action. Oxford University Press, New York, pp 16–34
Reed DH (2010) Albatrosses, eagles, and newts, oh my!: Exceptions to the prevailing paradigm concerning genetic diversity and population viability? Anim Conserv 13:448–457
Reed DH, O’Grady JJ, Brook BW, Ballou JD, Frankham R (2003) Estimates of minimum viable population sizes for vertebrates and factors influencing those estimates. Biol Conserv 113:23–34
Rice S (2009) A stochastic version of the Price equation reveals the interplay of deterministic and stochastic processes in evolution. BMC Evol Biol 8:262
Ripa J, Lundberg P (1996) Noise colour and the risk of population extinctions. Proc Roy Soc Lond B 263:1751–1753
Ruokolainen L, Lindén A, Kaitala V, Fowler MS (2009) Ecological and evolutionary dynamics under coloured environmental variation. Trends Ecol Evol 24:555–563
Saltz D, Rubenstein DI, White GC (2005) The impact of increased environmental stochasticity due to climate change on the dynamics of Asiatic wild ass. Conserv Biol 20:1402–1409
Sinclair ARE (1996) Mammal populations: fluctuation, regulation, life history theory and their implications for conservation. In: Floyd RB, Sheppard AW, De Barro PJ (eds) Frontiers of population ecology. CSIRO Publishing, Melbourne, pp 127–154
Sæther BE, Engen S (2003) Routes to extinction. In: Blackburn T, Gaston K (eds) Macroecology. Blackwell Publishing, Oxford, pp 218–236
Taylor LR (1961) Aggregation, variance and the mean. Nature 189:732–735
Taylor LR, Woiwod IP (1982) Comparative synoptic dynamics. 1. Relationships between interspecific and interspecific spatial and temporal variance mean population parameters. J Anim Ecol 51:879–906
Traill LW, Brook BW, Frankham RR, Bradshaw CJA (2010) Pragmatic population viability targets in a rapidly changing world. Biol Conserv 143:28–34
Tuljapurkar S, Haridas CV (2006) Temporal autocorrelation and stochastic population growth. Ecol Lett 9(3):327–337
Vandermeer J, Lin BB (2008) The importance of matrix quality in fragmented landscapes: understanding ecosystem collapse through a combination of deterministic and stochastic factors. Ecol Complex 5:222–227
Wilson AJ, Pemberton JM, Pilkington JG, Coltman DW, Mifsud DV, Clutton-Brock TH, Kruuk LEB (2006) Environmental coupling of selection and heritability limits evolution. PLoS Biol 7:1270–1275
Acknowledgments
This study has been partly supported by a Marie Curie Transfer of Knowledge Fellowship BIORESC of European Community’s Sixth Framework Programme (contract number MTKD-CT-2005-029957). Furthermore we wish to thank the Aalborg Zoo Conservation Foundation (AZCF) and the Danish Natural Science Research Council for financial support to CP (Grant number: #21-01-0526, #21-03-0125 and 95095995). We thank two anonymous reviewers for invaluable suggestions and help.
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Pertoldi, C., Faurby, S., Reed, D.H. et al. Scaling of the mean and variance of population dynamics under fluctuating regimes. Theory Biosci. 133, 165–173 (2014). https://doi.org/10.1007/s12064-014-0201-3
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DOI: https://doi.org/10.1007/s12064-014-0201-3