Abstract

Wildlife population dynamics are shaped by multiple natural and anthropogenic factors, including predation, competition, stressful life history events, and external environmental stressors such as diseases and pollution. Marine mammals such as gray seals rely on extensive blubber layers for insulation and energy storage, making this tissue critical for survival and reproduction. This lipid rich blubber layer also accumulates hazardous fat soluble pollutants, such as polychlorinated biphenyls (PCBs), that can directly impact adipose function or be mobilized during periods of negative energy balance or transferred to offspring to exert further impacts on target tissues or vulnerable life stages. To predict how marine mammals will respond to ecological and anthropogenic stressors, it is necessary to use process-based modelling approaches that integrate environmental inputs, full species life history, and stressor impacts with individual dynamics of energy intake, storage, and utilization. The purpose of this study was to develop a full lifecycle dynamic energy budget and individual based model (DEB-IBM) that captured Baltic gray seal physiology and life history, and showcase potential applications of the model to predict population responses to select stressors known to threaten gray seals and other marine mammals around the world. We explore variations of three ecologically important stressors using phenomenological simulations: food limitation, endocrine disrupting chemicals that reduce fertility, and infectious disease. Using our calibrated DEB-IBM for Baltic gray seals, we found that continuous incremental food limitation can be more detrimental to population size than short random events of starvation, and further, that the effect of endocrine disruptors on population growth and structure is delayed due to bioaccumulation, and that communicable diseases significantly decrease population growth even when spillover events are relatively less frequent. One important finding is the delayed effect on population growth rate from some stressors, several years after the exposure period, resulting from a decline in somatic growth, increased age at maturation and decreased fecundity. Such delayed responses are ignored in current models of population viability and can be important in the correct assessment of population extinction risks. The model presented here provides a test bed on which effects of new hazardous substances and different scenarios of future environmental change affecting food availability and/or seal energetic demands can be investigated. Thus, the framework provides a tool for better understanding how diverse environmental stressors affect marine mammal populations and can be used to guide scientifically based management.

Highlights

  • Wildlife population dynamics are shaped by multiple factors over evolutionary scales, including predation, competition, stressful life his­ tory events, and external environmental stressors such as diseases and habitat degradation (Darwin, 1859; Stenseth et al, 2004; Sæther and Engen, 2015)

  • We considered an infectious agent that does not affect the developmental dynamics of the infected individuals, but has a lethal outcome with a probability PD that is positively proportional to the duration of the infection DI and negatively proportional to the age of the individual (A) as a consequence of the stronger immune system in adults

  • We developed and calibrated a full lifetime energy budget model for the gray seal, that when coupled to a life history specific individual based model, predicted population dynamics observed in the Baltic Sea

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Summary

Introduction

Wildlife population dynamics are shaped by multiple factors over evolutionary scales, including predation, competition, stressful life his­ tory events, and external environmental stressors such as diseases and habitat degradation (Darwin, 1859; Stenseth et al, 2004; Sæther and Engen, 2015). Food limitation can cause mobilization of stored HAS in blubber and increase the risk of immune impacts on target im­ mune tissues or circulating cell populations, increasing species susceptibility to infectious diseases and parasites (Ross et al, 1995; Hall et al, 1997; Reijnders et al, 2009; Desforges et al, 2016). The impact of such stressors is nowhere more apparent than in marine mammal pop­ ulations in the Baltic Sea, ringed (Pusa hispida) and gray seals (Halichoerus grypus). Baltic seals represent ideal species for the development of modelling frameworks to assess the population impacts of multiple stressors

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