Supplementary Information 3 1. A selection of sources used in implementing criteria for including series in the analysis, assigning trophic role, and estimating time to maturity in the major taxonomic groups. Experts consulted are also listed. Mammals (Altman & Dittmer, 1972), (Banfield, 1974), (Bulmer, 1974), (Bunnel & Tait, 1985), (Finerty, 1980), (Fitzgerald et al., 1994), (Frafjord, 1993), (Forchhammer & Boertmann, 1993), (Hodgdon & Lancia, 1983), (Jedrzejewska et al., 1997), (King, 1989), (Klenner, 1987), (Rogers, 1987), (Krebs et al., 2001a; Krebs et al., 2001b), (Kurta, 1995), (Lindstrom et al., 1994), (Macpherson, 1969), (Marcstrom et al., 1989), (Messick & Hornocker, 1981), (Nowak & Paradiso, 1983), (O'Donoghue et al., 2001a; O'Donoghue et al., 2001b), (Peterson & Payne, 1986), (Poole, 1994), (Quinn & Thompson, 1987), (Simpson & Boutin, 1989), (Slough & Mowat, 1996) (Small et al., 1993), (Stenseth et al., 1999; Stenseth et al., 1998), (Svendsen, 1989), (Swihart, 1984) Experts consulted: O. Bjornstad, B.K, Gilbert, S. Henke, J. Fryxell, C. J. Krebs, L. Oksanen, M. Tewes. Birds (Hudson et al., 1998), (Johnsgard, 1983), (Kendeigh, 1982), (Kuyt & Goossen, 1985), (Newton et al., 1989), (Price, 1961), (Roseberry & Klimstra, 1984), (Watson et al., 1998), (Williamson, 1983) Experts consulted: P.J. Hudson, S. Taylor. Fish (Brander, 1994), (Burgner, 1991), (Fried & Wespestad, 1985), (Garrod & Horwood, 1984), (Hamrin & Persson, 1986), (Healey, 1987), (Heard, 1991), (Hesthagen & Garnaas, 1984), (Hislop et al., 1991), (Jenings & Beverton, 1991), (Mills & Hurley, 1990), (Myers & Cadigan, 1993), (Myers et al., 1997), (Scarnecchia, 1983), (Stearns & Crandall, 1984), (Townsend et al., 1990), (U.N., 1990) R.A. Myers online database: http://fish.dal.ca/~myers/data.html. Invertebrates (Bejer, 1988), (Berryman, 1991; Berryman, 1988), (Berryman, 1996), (Botsford, 1986), (Botsford & Hobbs, 1995), (Bryceson & Wright, 1986), (Fox-Wilson, 1946), (Haukioja et al., 1988), (Higgins et al., 1997), (Klimetzek, 1990), (Marrkulla, 1965), (Novak, 1963), (van Dijk & den Boer, 1992), (Varley, 1949) 2. Evidence that maximum λ in nature is about 10 Among annually-reproducing “resource” species in natural or semi-natural environments, insect pests in forests have been well-studied and have among the highest rates of population increase recorded. The larch budmoth appears to have the largest λ of any such insect: one population increased roughly 20,000-fold in 6 years (i.e. 6 generations). The population expanded exponentially during three periods lasting 4, 4, and 5 years (Fig. 1), with mean λ = 7.1, and λmax = 8. (Morris, 1959) estimated λ = 5 for a budworm outbreaking population in Canada, though we calculate a possible (but unlikely) maximum of 10. The rate from another pest species, California red scale is even lower: Data from a citrus tree in which natural enemies had been killed by DDT give a maximum λ = 3.14 over a 15-month period (Fig. 9, (DeBach et al., 1971)). Results from analyses by (Hassell et al., 1976) give strong support to this generalization. Using information from life tables, they calculated λ for 24 annual insect species. We reestimated 3 of their values that were originally > 10 (including the budworm example) and find them to be 1.8, 4.6 and 5-10. Thus, λ < 10 in 20 of the 24 species. Of the 4 populations with higher λ, three are not relevant to this study: one was from a laboratory study, one was potato beetles inoculated into isolated experimental plots of potatoes largely lacking natural enemies, and one was from domestic mosquito populations lacking natural enemies. We have not been able to check on the remaining case (λ = 11.2). Figure 1. 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