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. Author manuscript; available in PMC: 2017 Oct 17.
Published in final edited form as: Isr J Ecol Evol. 2013 Oct 10;59(1):2–16. doi: 10.1080/15659801.2013.797676

Table 1.

A limited list of the advantages and disadvantages of LDMs compared with ABMs in addressing questions in different subfields of ecology.

LDM ABM
Subfield Advantage Disadvantage Advantage Disadvantage
Demography Stable stage-structure theory Individual traits averaged Relevant individual traits maintained Lack of coherent theory
Disease Ecology Coherent invasion and burnout theory Limited account of superspreaders and variation in susceptibility Unlimited account of variation in transmission and susceptibility Difficult to generalize among diseases
Movement Ecology Provides highly aggregated overview of population movement Cannot account for movement at fine spatio-temporal scales Can relate fine scale movements to local landscape factors Theory of scaling up individual movements to population level needed
Behavioral Ecology Simple fitness maximization theories possible: e.g. optimal foraging Ignores fact that behavior is often highly heterogeneous at the individual level Can account for heterogeneity of behavior at the individual level More care is needed to handle the complexity of fitness maximizing theories
Trophic Ecology Allows first order effects (averages) to be clearly assessed Variation in resources available to individuals largely ignored Critical effects due resource variation can be incorporated Enormity of computations may be overwhelming if not handled carefully
Evolutionary Ecology Well developed gene-for-trait and coalescence theory models exists Links between genetic and ecological heterogeneity hard to make Easy to link genetic and ecological heterogeneity Hard to characterize emergent properties and processes responsible for speciation