Abstract

The pathways through which environmental variability affects population dynamics remain poorly understood, limiting ecological inference and management actions. Here, we use matrix-based population models to examine the vital rate responses to environmental variability and individual traits, and subsequent transient dynamics of the population in response to the environment. Using Sitka black-tailed deer (Odocoileus hemionus sitkensis) in Southeast Alaska as a study system, we modeled effects of inter-annual process variance of covariates on female survival, pregnancy rate, and fetal rate, and summer and winter fawn survival. To examine the influence of environmental variance on population dynamics, we compared asymptotic and transient perturbation analysis (elasticity analysis, a life-table response experiment, and transience simulation). We found that summer fawn survival was primarily determined by black bear (Ursus americanus) predation and was positively influenced by mass at birth and female sex. Winter fawn survival was determined by malnutrition in deep-snow winters and was influenced by an interaction between date of birth and snow depth, with late-born fawns at greater risk in deep-snow winters. Adult female survival was the most influential vital rate based on classic elasticity analysis, however, elasticity analysis based on process variation indicated that winter and summer fawn survival were most variable and thus most influential to variability in population growth. Transient dynamics produced by non-stable stage distributions produced realized annual growth rates different from predicted asymptotic growth rates in all years, emphasizing the importance of winter perturbations to population dynamics of this species.

Highlights

  • Identifying key environmental factors that dictate animal population dynamics is a primary goal of ecologists, yet linking changes in environmental conditions to population-level responses remains a central challenge (Gamelon et al, 2014; Maldonado-Chaparro et al, 2018)

  • Even strong effects of the environment on life history phase may not matter in the context of population dynamics if those vital rates are relatively unimportant in determining population growth (Gaillard et al, 1998)

  • We examined the response of Sitka blacktailed deer (Odocoileus hemionus sitkensis) vital rates to environmental and individual-level predictor variables, compare asymptotic and transient analysis of population dynamics to better understand the importance of transience for this population

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Summary

INTRODUCTION

Identifying key environmental factors that dictate animal population dynamics is a primary goal of ecologists, yet linking changes in environmental conditions to population-level responses remains a central challenge (Gamelon et al, 2014; Maldonado-Chaparro et al, 2018). We examined the response of Sitka blacktailed deer (Odocoileus hemionus sitkensis) vital rates to environmental and individual-level predictor variables, compare asymptotic and transient analysis of population dynamics to better understand the importance of transience for this population. We predicted that all vital rates would respond positively to age, body mass, and body fat (Mueller and Sadleier, 1979; Delgiudice et al, 2006, 2007; Johnstone-Yellin et al, 2009), and negatively to timber harvest and winter severity, with potential lagged negative effects of winter in following years (Robinette et al, 1957; Verme, 1977; Fryxell et al, 1991). We predicted that non-stable stage distributions would result in transient dynamics that are quite different than those predicted by asymptotic growth rates

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