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metanetwork: A R package dedicated to handling and representing trophic metanetworks
Marc Ohlmann1, Jimmy Garnier2, Laurent Vuillon2
1Laboratoire d'Écologie Alpine, LECA, CNRS Univ. Savoie Mont Blanc, Univ. Grenoble Alpes Grenoble France.
Ecology and Evolution
|August 18, 2023
Summary
The metanetwork R package aids in analyzing ecological interaction data across space and time. It offers new visualization methods for understanding complex food web dynamics and environmental changes.
Area of Science:
- Ecology
- Network Analysis
- Computational Biology
Background:
- Trophic networks illustrate species interactions within ecosystems.
- Environmental changes and human activities cause spatial and temporal variations in these networks.
- Collections of networks across sites or time form metanetworks, requiring specialized analytical tools.
Purpose of the Study:
- To introduce the R package 'metanetwork' for analyzing trophic metanetwork data.
- To provide tools for representing, exploring, and analyzing ecological interaction data.
- To facilitate the understanding of spatial and temporal dynamics in food webs.
Main Methods:
- Development of a novel layout algorithm for trophic networks based on trophic levels and graph diffusion kernel.
- Implementation of functions for handling, comparing (visually and quantitatively), and aggregating network data.
- Creation of static and dynamic visualization tools for large-scale networks.
Main Results:
- The package offers a new layout algorithm that highlights key trophic network features like trophic levels and energetic channels.
- Tools are provided for efficient data management and comparative analysis of multiple networks.
- Effective visualization methods are available for complex and large trophic metanetworks.
Conclusions:
- The 'metanetwork' R package simplifies the analysis of complex trophic metanetwork data.
- It provides advanced visualization and analytical tools crucial for ecological research.
- The package supports the study of ecological dynamics in response to environmental changes.
Keywords:
R packagenetwork layout algorithmnetwork visualisationnode embeddingtrophic metanetworkstrophic networksMore Related Videos
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