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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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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. |
format | Online Article Text |
id | pubmed-10427773 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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