Data and code for: The role of indirect interspecific effects in the stochastic dynamics of a simple trophic system ...

Understanding indirect interspecific effects (IIEs) on population dynamics is key for predicting community dynamics. Yet, empirically teasing apart IIEs from other interactions and population drivers is data-demanding. We used stochastic population models parameterized with long-term vital rate time...

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Main Authors: Bartra-Cabré, Laura, Hansen, Brage, Lee, Aline, Layton-Matthews, Kate, Loonen, Marteen, Fuglei, Eva, Loe, Leif Egil, Grøtan, Vidar
Format: Dataset
Language:English
Published: Dryad 2024
Subjects:
Online Access:https://dx.doi.org/10.5061/dryad.zcrjdfnm4
https://datadryad.org/stash/dataset/doi:10.5061/dryad.zcrjdfnm4
id ftdatacite:10.5061/dryad.zcrjdfnm4
record_format openpolar
spelling ftdatacite:10.5061/dryad.zcrjdfnm4 2024-06-09T07:42:47+00:00 Data and code for: The role of indirect interspecific effects in the stochastic dynamics of a simple trophic system ... Bartra-Cabré, Laura Hansen, Brage Lee, Aline Layton-Matthews, Kate Loonen, Marteen Fuglei, Eva Loe, Leif Egil Grøtan, Vidar 2024 https://dx.doi.org/10.5061/dryad.zcrjdfnm4 https://datadryad.org/stash/dataset/doi:10.5061/dryad.zcrjdfnm4 en eng Dryad Creative Commons Zero v1.0 Universal https://creativecommons.org/publicdomain/zero/1.0/legalcode cc0-1.0 FOS Biological sciences indirect interspecific effects populatin dynamics Species interactions community high-Arctic stochastic model Svalbard reindeer Arctic fox Barnacle goose Food chain Dataset dataset 2024 ftdatacite https://doi.org/10.5061/dryad.zcrjdfnm4 2024-05-13T11:16:38Z Understanding indirect interspecific effects (IIEs) on population dynamics is key for predicting community dynamics. Yet, empirically teasing apart IIEs from other interactions and population drivers is data-demanding. We used stochastic population models parameterized with long-term vital rate time series to simulate population trajectories and examine IIEs in a high-arctic vertebrate trophic chain: Svalbard reindeer, its scavenger (Arctic fox), and a migratory fox prey (barnacle goose). Reindeer carcass supply shaped fox abundance fluctuations, subsequently affecting goose fluctuations. Yet reindeer and goose population growth rates were only weakly correlated, probably due to stochasticity, density dependence, and life history traits. However, by isolating the effects of individual processes within our simulation model, we demonstrate the presence of strong IIEs on goose population fluctuations and extinction probability. Thus, we highlight the long-term impact of species interactions, including IIEs, on ... : # Data and code for: The role of indirect interspecific effects in the stochastic dynamics of a simple trophic system ## Bartra-Cabré L; Hansen BB; Lee A; Layton-Matthews K; Loonen M; Fuglei E; Loe LE, Grøtan V. \############ R version used for the scripts: R version 4.3.1 (2023-06-16 ucrt). We recommend opening the scripts in Rstudio as this will allow to automatically install the packages used. \############ CONTENT \############ \- A.Simulations.R: main R code that runs simulations for the three species. \- B.SimFunctions.R: R code with simulation functions needed to run script A. \- C.FoxModelEstimations.R: R code running survival and reproduction models for the arctic fox, using the posterior samples from Nater et al. (2021). \- D.GooseModelEstimations.R: R code running survival and reproduction models for the barnacle goose, using (slightly modified) models from Layton-Matthews et al. 2019; 2020. \- E.Figure2_code.R: R code for reproducing Figure 2. Note that figure was edited in Adobe Illustrator. \- ... Dataset Arctic Fox Arctic Barnacle goose Svalbard svalbard reindeer DataCite Metadata Store (German National Library of Science and Technology) Arctic Grøtan ENVELOPE(9.917,9.917,62.836,62.836) Svalbard
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language English
topic FOS Biological sciences
indirect interspecific effects
populatin dynamics
Species interactions
community
high-Arctic
stochastic model
Svalbard reindeer
Arctic fox
Barnacle goose
Food chain
spellingShingle FOS Biological sciences
indirect interspecific effects
populatin dynamics
Species interactions
community
high-Arctic
stochastic model
Svalbard reindeer
Arctic fox
Barnacle goose
Food chain
Bartra-Cabré, Laura
Hansen, Brage
Lee, Aline
Layton-Matthews, Kate
Loonen, Marteen
Fuglei, Eva
Loe, Leif Egil
Grøtan, Vidar
Data and code for: The role of indirect interspecific effects in the stochastic dynamics of a simple trophic system ...
topic_facet FOS Biological sciences
indirect interspecific effects
populatin dynamics
Species interactions
community
high-Arctic
stochastic model
Svalbard reindeer
Arctic fox
Barnacle goose
Food chain
description Understanding indirect interspecific effects (IIEs) on population dynamics is key for predicting community dynamics. Yet, empirically teasing apart IIEs from other interactions and population drivers is data-demanding. We used stochastic population models parameterized with long-term vital rate time series to simulate population trajectories and examine IIEs in a high-arctic vertebrate trophic chain: Svalbard reindeer, its scavenger (Arctic fox), and a migratory fox prey (barnacle goose). Reindeer carcass supply shaped fox abundance fluctuations, subsequently affecting goose fluctuations. Yet reindeer and goose population growth rates were only weakly correlated, probably due to stochasticity, density dependence, and life history traits. However, by isolating the effects of individual processes within our simulation model, we demonstrate the presence of strong IIEs on goose population fluctuations and extinction probability. Thus, we highlight the long-term impact of species interactions, including IIEs, on ... : # Data and code for: The role of indirect interspecific effects in the stochastic dynamics of a simple trophic system ## Bartra-Cabré L; Hansen BB; Lee A; Layton-Matthews K; Loonen M; Fuglei E; Loe LE, Grøtan V. \############ R version used for the scripts: R version 4.3.1 (2023-06-16 ucrt). We recommend opening the scripts in Rstudio as this will allow to automatically install the packages used. \############ CONTENT \############ \- A.Simulations.R: main R code that runs simulations for the three species. \- B.SimFunctions.R: R code with simulation functions needed to run script A. \- C.FoxModelEstimations.R: R code running survival and reproduction models for the arctic fox, using the posterior samples from Nater et al. (2021). \- D.GooseModelEstimations.R: R code running survival and reproduction models for the barnacle goose, using (slightly modified) models from Layton-Matthews et al. 2019; 2020. \- E.Figure2_code.R: R code for reproducing Figure 2. Note that figure was edited in Adobe Illustrator. \- ...
format Dataset
author Bartra-Cabré, Laura
Hansen, Brage
Lee, Aline
Layton-Matthews, Kate
Loonen, Marteen
Fuglei, Eva
Loe, Leif Egil
Grøtan, Vidar
author_facet Bartra-Cabré, Laura
Hansen, Brage
Lee, Aline
Layton-Matthews, Kate
Loonen, Marteen
Fuglei, Eva
Loe, Leif Egil
Grøtan, Vidar
author_sort Bartra-Cabré, Laura
title Data and code for: The role of indirect interspecific effects in the stochastic dynamics of a simple trophic system ...
title_short Data and code for: The role of indirect interspecific effects in the stochastic dynamics of a simple trophic system ...
title_full Data and code for: The role of indirect interspecific effects in the stochastic dynamics of a simple trophic system ...
title_fullStr Data and code for: The role of indirect interspecific effects in the stochastic dynamics of a simple trophic system ...
title_full_unstemmed Data and code for: The role of indirect interspecific effects in the stochastic dynamics of a simple trophic system ...
title_sort data and code for: the role of indirect interspecific effects in the stochastic dynamics of a simple trophic system ...
publisher Dryad
publishDate 2024
url https://dx.doi.org/10.5061/dryad.zcrjdfnm4
https://datadryad.org/stash/dataset/doi:10.5061/dryad.zcrjdfnm4
long_lat ENVELOPE(9.917,9.917,62.836,62.836)
geographic Arctic
Grøtan
Svalbard
geographic_facet Arctic
Grøtan
Svalbard
genre Arctic Fox
Arctic
Barnacle goose
Svalbard
svalbard reindeer
genre_facet Arctic Fox
Arctic
Barnacle goose
Svalbard
svalbard reindeer
op_rights Creative Commons Zero v1.0 Universal
https://creativecommons.org/publicdomain/zero/1.0/legalcode
cc0-1.0
op_doi https://doi.org/10.5061/dryad.zcrjdfnm4
_version_ 1801371491111010304