Data from: Juvenile predation overwhelms nutritional effects on female ungulate fat reserves in a high-predation system
Data files
Apr 13, 2026 version files 17.34 KB
-
BodyFatData.csv
15.14 KB
-
README.md
2.20 KB
Abstract
Ungulate body fat reserves reflect the nutritional environment, often serving as a useful indicator of bottom-up resource availability. However, body fat reserves also integrate energetic costs associated with avoiding predation risk and reproductive effort, and it is unknown how bottom-up and top-down factors integrate to affect body fat reserves. We used generalized mixed-effects models to evaluate how bottom-up, top-down, and intrinsic factors explained variation in winter ingesta-free body fat (IFBF) of female elk (Cervus canadensis) near Banff National Park, Alberta, Canada, from 2015 to 2021. We found two top models were competitive, with calf survival during the first 3-4 months of life and female age included in both models. There was more support for bottom-up forage effects than indirect predation risk effects. Based on model predictions, females with a calf surviving through the previous summer had 3.6 percentage points (95% CI: 2.4%, 4.9%) lower IFBF the subsequent winter than females without a surviving calf. Because calf survival during the first 3-4 months of life is largely driven by predation in this system, we suggest top-down effects of predation through calf mortality influenced body fat around 9 times more than bottom-up factors in our study. Under high predation, variation in body fat levels of female ungulates across a population may not reflect only bottom-up influences on body condition, but also differences in predation. Thus, both bottom-up and top-down factors must be considered when assessing the nutritional environment.
Dataset DOI: 10.5061/dryad.3ffbg7b0m
Description of the data and file structure
Ingesta-free body fat data (IFBF) were collected from elk (Cervus canadensis) from 2015-2021 in Alberta, Canada, as part of the long-term Ya Ha Tinda Elk Research Project. Repository for data used in a research article in Functional Ecology.
Files and variables
File: BodyFatData.csv
Description: Final data set of 198 measurements of body fat data from female elk in Alberta, Canada, 2015-2021. All missing values are indicated by NA. See manuscript for covariate details.
Variables
- Record: integer numbering each record from 1 to 198
- IFBF: ingesta-free body fat (%)
- age: animal age in years at time of IFBF measurement
- mig: migratory strategy employed elk the summer prior to IFBF measurement (east, west, resident)
- repro: binary variable indicating (1) elk had a surviving calf the previous summer or (0) elk did not have a surviving calf the previous summer - created from a combination of calfFinal and Mort_Status
- preg: pregnancy status of elk at time of IFBF measurement
- capYear: two-digit abbreviation for year of capture - 15 represents 2015
- ID: unique animal identifier
- capDay: Julian date of capture
- herb: mean forage biomass exposure during summer prior to IFBF measurement (g/m2)
- wolf: mean wolf predation risk exposure during summer prior to IFBF measurement (unitless)
- griz: mean grizzly bear predation risk exposure during summer prior to IFBF measurement (unitless)
- calfFinal: observation-based source of calf survival data - binary variable indicating (1) elk had a surviving calf the previous summer or (0) elk did not have a surviving calf the previous summer
- Mort_Status: VHF monitoring-based source of calf survival data - binary variable indicating (Censor) elk had a surviving calf the previous summer or (Mort) elk did not have a surviving calf the previous summer
Code/software
This .csv file can be opened and viewed with Microsoft Excel or program R/Rstudio.
