
R code and data to reproduce all the analyses presented in the paper. There are seven files: Code_HPAI.R - Code to run the model with data from 1993 to 2024 (i.e., including HPAI panzootic outbreaks) + projections until 2034 data_hpai.RData - Necessary data to run the model with data from 1993 to 2024 (i.e., including HPAI panzootic outbreaks) + projections until 2034 pva_hpai.RData – Results of the model with data from 1993 to 2024 (i.e., including HPAI panzootic outbreaks) + projections until 2034 Code_NoHPAI.R - Code to run the model with data from 1993 to 2020 (i.e., excluding HPAI panzootic outbreaks) + projections until 2034 data_nohpai.RData - Necessary data to run the model with data from 1993 to 2020 (i.e., excluding HPAI panzootic outbreaks) + projections until 2034 pva_nohpai.RData - Results of the model with data from 1993 to 2020 (i.e., excluding HPAI panzootic outbreaks) + projections until 2034 Plots_Publish.R – Code to run the plots that appear in the manuscript. The code runs with the .RData results files (numbers 3 and 6). Instructions: Download all files in the same folder and set it as a working directory. Thecode is set to find and load the data from the working directory.
Since 2020, the spread of a new Highly Pathogenic Avian Influenza virus (HPAIV-H5N1) has triggered the most severe wildlife panzootic ever recorded, with suspected population crashes in hundreds of species. Yet, no study has evaluated the demographic mechanisms underlying these declines. We used Integrated Population Models and population forecasts to evaluate the demographic impact of HPAIV-H5N1 on a long-lived species population, the peregrine falcon in the Netherlands. We found drastic declines in adult survival – the key driver of population dynamics in long-lived species – along with a sudden ~25% decline in breeding pairs over consecutive panzootic years. Population projections predict recovery to pre-panzootic levels not before 2030. Our findings illustrate how the new HPAIV panzootic can generate unprecedentedly strong, long-lasting population impacts in long-lived species. This raises major concerns about the viability of the many species affected by the panzootic and calls for a global-scale conservation response.
Long-lived Species, Demographic Resilience, Integrated Population Modelling, Wildlife Epizootics, Capture-Mark-Recapture, Peregrine Falcon, Wildlife Disease, Avian Influenza, Demographic Analysis, Population Models
Long-lived Species, Demographic Resilience, Integrated Population Modelling, Wildlife Epizootics, Capture-Mark-Recapture, Peregrine Falcon, Wildlife Disease, Avian Influenza, Demographic Analysis, Population Models
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