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LeMaRns: A Length-based Multi-species analysis by numerical simulation in R
Michael A Spence1, Hayley J Bannister1, Johnathan E Ball1
1Centre for Environment, Fisheries and Aquaculture Science, Lowestoft, Suffolk, United Kingdom.
Fish stocks interact, but are managed separately. A new R-package, LeMaRns, simplifies multi-species fish stock modeling for transparent and accessible fisheries management.
Area of Science:
- Marine biology
- Fisheries science
- Ecological modeling
Background:
- Fish stocks exhibit complex interactions via predation and resource competition.
- Current fisheries management often overlooks these multi-species dynamics, focusing on single stocks.
- Existing multi-species models are frequently perceived as overly complex and lacking transparency for management application.
Purpose of the Study:
- To introduce LeMaRns, an R-package implementing the LeMans model for length-structured fish communities.
- To provide a simple, transparent, and accessible tool for incorporating multi-species interactions into fisheries management.
- To demonstrate the utility of LeMaRns in addressing key fisheries management challenges.
Main Methods:
- Development of LeMaRns, an R-package based on the general length-structured fish community model (LeMans).
- Characterization of fishing fleets by their gears and species catch preferences within the model.
- Application of the model to determine multi-species reference points, model mixed-fishery interactions, and analyze community indicator responses to fleet effort changes.
Main Results:
- LeMaRns provides a user-friendly implementation of a multi-species fish community model.
- The package facilitates the determination of multi-species reference points and the modeling of mixed-fishery dynamics.
- Demonstrated ability to examine community indicator responses to dynamic changes in fishing fleet effort.
Conclusions:
- LeMaRns offers a transparent, accessible, and efficient tool for fisheries managers.
- The package's open-source nature, comprehensive documentation, and ease of use are expected to increase its adoption.
- Facilitates a more holistic approach to fisheries management by accounting for multi-species interactions.
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