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This repository provides all data and R code from the analysis presented in the following paper: Turner, A., Heard, G., Hall, A., Wassens, S. (in review). Age structure of amphibian populations with endemic chytridiomycosis, across climatic regions with markedly different infection risk. The data are provided as a series of .csv files, R script and two zip folders of R packages (Surv_mod and VB_mod) 1. Skeleto_dat_ready_Jan2021.csv Data from frog surveys conducted by Anna Turner 2. Geoffs_data.csv Data from frog surveys conducted by Geoff Heard 3. Environmental_variables_skeleto.csv Environmental data collected during surveys 4. sk.dat_July21.csv Collated data from Anna and Geoff - created by 'Data_collation_for_analysis_2.R' ready for analysis 5. Variables_that_are_highly_correlated_with_each_other_season_wide.csv Testing for correlation 6. Model_structure_skeleto_2.csv creates model structure for analysis 7. Model_selection_statistics_June_21.csv Output from model R code is provided seperately for each of the following components: 1. Data_collation_for_analysis_2.R Collating data from Anna and Geoffs datasets 2. Skeleto_analysis_5.R - First uses regression modelling to explore factors correlated with variation in age - Following Scheele et al. (2016) regression models with a poisson distribution - Use bayesian non-linear regression to fit the Von Bertalanffy growth model to size-at-age data - Plots male and female growth curves - Uses catch curve approach to estimate survival from best fitting regression model following Scroggie (2012) but with bayesian implementation
survival rate, disease, growth model, population demographics, age structure, chytrid fungus, Von Bertalanffy, frog
survival rate, disease, growth model, population demographics, age structure, chytrid fungus, Von Bertalanffy, frog
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