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metanetwork: A R package dedicated to handling and representing trophic metanetworks

Trophic networks describe interactions between species at a given location and time. Due to environmental changes, anthropogenic perturbations or sampling effects, trophic networks may vary in space and time. The collection of network time series or networks in different sites thus constitutes a met...

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Detalles Bibliográficos
Autores principales: Ohlmann, Marc, Garnier, Jimmy, Vuillon, Laurent
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10427773/
https://www.ncbi.nlm.nih.gov/pubmed/37593755
http://dx.doi.org/10.1002/ece3.10229
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author Ohlmann, Marc
Garnier, Jimmy
Vuillon, Laurent
author_facet Ohlmann, Marc
Garnier, Jimmy
Vuillon, Laurent
author_sort Ohlmann, Marc
collection PubMed
description Trophic networks describe interactions between species at a given location and time. Due to environmental changes, anthropogenic perturbations or sampling effects, trophic networks may vary in space and time. The collection of network time series or networks in different sites thus constitutes a metanetwork. We present here the R package metanetwork, which will ease the representation, the exploration and analysis of trophic metanetwork data sets that are increasingly available. Our main methodological advance consists in suitable layout algorithm for trophic networks, which is based on trophic levels and dimension reduction in a graph diffusion kernel. In particular, it highlights relevant features of trophic networks (trophic levels, energetic channels). In addition, we developed tools to handle, compare visually and quantitatively and aggregate those networks. Static and dynamic visualisation functions have been developed to represent large networks. We apply our package workflow to several trophic network data sets.
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spelling pubmed-104277732023-08-17 metanetwork: A R package dedicated to handling and representing trophic metanetworks Ohlmann, Marc Garnier, Jimmy Vuillon, Laurent Ecol Evol Research Articles Trophic networks describe interactions between species at a given location and time. Due to environmental changes, anthropogenic perturbations or sampling effects, trophic networks may vary in space and time. The collection of network time series or networks in different sites thus constitutes a metanetwork. We present here the R package metanetwork, which will ease the representation, the exploration and analysis of trophic metanetwork data sets that are increasingly available. Our main methodological advance consists in suitable layout algorithm for trophic networks, which is based on trophic levels and dimension reduction in a graph diffusion kernel. In particular, it highlights relevant features of trophic networks (trophic levels, energetic channels). In addition, we developed tools to handle, compare visually and quantitatively and aggregate those networks. Static and dynamic visualisation functions have been developed to represent large networks. We apply our package workflow to several trophic network data sets. John Wiley and Sons Inc. 2023-08-15 /pmc/articles/PMC10427773/ /pubmed/37593755 http://dx.doi.org/10.1002/ece3.10229 Text en © 2023 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Ohlmann, Marc
Garnier, Jimmy
Vuillon, Laurent
metanetwork: A R package dedicated to handling and representing trophic metanetworks
title metanetwork: A R package dedicated to handling and representing trophic metanetworks
title_full metanetwork: A R package dedicated to handling and representing trophic metanetworks
title_fullStr metanetwork: A R package dedicated to handling and representing trophic metanetworks
title_full_unstemmed metanetwork: A R package dedicated to handling and representing trophic metanetworks
title_short metanetwork: A R package dedicated to handling and representing trophic metanetworks
title_sort metanetwork: a r package dedicated to handling and representing trophic metanetworks
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10427773/
https://www.ncbi.nlm.nih.gov/pubmed/37593755
http://dx.doi.org/10.1002/ece3.10229
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