Published September 16, 2021 | Version v1
Dataset Open

Context dependent fitness costs of reproduction despite stable body mass costs in an Arctic herbivore

  • 1. Norwegian University of Life Sciences
  • 2. James Hutton Institute
  • 3. University of Lyon System
  • 4. University Centre in Svalbard
  • 5. Norwegian Institute for Nature Research

Description

1. The cost of reproduction on demographic rates is often assumed to operate through changing body condition. Several studies have found that reproduction depresses body mass more if the current conditions are severe, such as high population densities or adverse weather, than under benign environmental conditions. However, few studies have investigated the association between the fitness and body mass costs of reproduction.

2. Using 25 years of individual-based capture-recapture data from Svalbard reindeer (Rangifer tarandus platyrhynchus), we built a novel Bayesian state-space model that jointly estimated inter-annual change in mass, annual reproductive success, and survival, while accounting for incomplete observations. The model allowed us to partition the differential effects of intrinsic and extrinsic factors on both non-reproductive mass change and the body mass cost of reproduction and to quantify their consequences on demographic rates.

3. Contrary to our expectation, the body mass cost of reproduction (mean = 5.8 kg) varied little between years (CV = 0.08) whereas the between-year variation in body mass changes, that were independent of the previous year's reproductive state, varied substantially (CV = 0.4) in relation to autumn temperature and the amount of rain-on-snow in winter. This mass loss led to a cost of reproduction on the next reproduction, which was amplified by the same environmental covariates, from a 10% reduction in reproductive success in benign years, to a 50% reduction in harsh years. The reproductive mass loss also resulted in a small reduction in survival.

4. Our results show how demographic costs of reproduction, driven by inter-annual fluctuations in individual body condition, result from the balance between body mass costs of reproduction and body mass changes that are independent of previous reproductive state. We illustrate how a strong context dependent fitness cost of reproduction can occur, despite a relatively fixed body mass cost of reproduction. This suggests that female reindeer display a very conservative energy allocation strategy, either aborting their reproductive attempt at an early stage or weaning at a relatively constant cost. Such a strategy might be common in species living in a highly stochastic food limited environment.

Notes

jagsDat.Rdata is a list containing all necessary data, ready to run the model. Can be imported into R using the load() function.

The .csv files contain the necessary data to re-create the same list but in plain text format.

apr.wt : body mass of females at capture in April (scaled values. mean=42.51285, sd=12.68977).

age: age of female in a given year (=1 the year of birth)

dateCapt: date of capture in April( Jullian day centered at day 107 and divided by sd (9.6). NAs were then filled with 0).

idVar: vector variables relating to individuals all timing numbers are relative to the observation matrix (not actual years)

          first.y: first year captured

          last.y : last year to be considered in the analysis (carcass found and known dead after or before removal (hunting or culling))

          yrbirth: year of birth   

timeVar:  vector variables with length = number of observation occasion

        ros: rain on snow (scale(log(x+1)))

       oct.dd: October degree days (scale(log(x+1)))

       summerTemp: average summer (June-July) temperature (scaled)

      dens: density (scaled(detrended))

      ageC_calf: vector of correspondence between age and age class for the probability to have a calf in august

      ageC_surv: vector of correspondence between age and age class for the probability to survive

Funding provided by: Norges Forskningsråd
Crossref Funder Registry ID: http://dx.doi.org/10.13039/501100005416
Award Number: 216051

Funding provided by: Norges Forskningsråd
Crossref Funder Registry ID: http://dx.doi.org/10.13039/501100005416
Award Number: 267613

Funding provided by: UK Natural 513 Environment Research Council*
Crossref Funder Registry ID:
Award Number: GR3/10811

Funding provided by: UK Natural 513 Environment Research Council
Crossref Funder Registry ID:
Award Number: GR3/10811

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age.csv

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