Literature DB >> 25451529

Network impact on persistence in a finite population dynamic diffusion model: application to an emergent seed exchange network.

Pierre Barbillon1, Mathieu Thomas2, Isabelle Goldringer3, Frédéric Hospital4, Stéphane Robin5.   

Abstract

Dynamic extinction colonisation models (also called contact processes) are widely studied in epidemiology and in metapopulation theory. Contacts are usually assumed to be possible only through a network of connected patches. This network accounts for a spatial landscape or a social organization of interactions. Thanks to social network literature, heterogeneous networks of contacts can be considered. A major issue is to assess the influence of the network in the dynamic model. Most work with this common purpose uses deterministic models or an approximation of a stochastic Extinction-Colonisation model (sEC) which are relevant only for large networks. When working with a limited size network, the induced stochasticity is essential and has to be taken into account in the conclusions. Here, a rigorous framework is proposed for limited size networks and the limitations of the deterministic approximation are exhibited. This framework allows exact computations when the number of patches is small. Otherwise, simulations are used and enhanced by adapted simulation techniques when necessary. A sensitivity analysis was conducted to compare four main topologies of networks in contrasting settings to determine the role of the network. A challenging case was studied in this context: seed exchange of crop species in the Réseau Semences Paysannes (RSP), an emergent French farmers׳ organisation. A stochastic Extinction-Colonisation model was used to characterize the consequences of substantial changes in terms of RSP׳s social organization on the ability of the system to maintain crop varieties.
Copyright © 2014 Elsevier Ltd. All rights reserved.

Keywords:  Farmer-to-farmer seed diffusion; Finite-population model; Metapopulation; Sensitivity analysis; Social network

Mesh:

Year:  2014        PMID: 25451529     DOI: 10.1016/j.jtbi.2014.10.032

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  2 in total

1.  Unexpected pattern of pearl millet genetic diversity among ethno-linguistic groups in the Lake Chad Basin.

Authors:  A K Naino Jika; Y Dussert; C Raimond; E Garine; A Luxereau; N Takvorian; R S Djermakoye; T Adam; T Robert
Journal:  Heredity (Edinb)       Date:  2017-01-25       Impact factor: 3.821

2.  An integrated model to study varietal diversity in traditional agroecosystems.

Authors:  Vitor Hirata Sanches; Cristina Adams; Fernando Fagundes Ferreira
Journal:  PLoS One       Date:  2022-01-28       Impact factor: 3.240

  2 in total

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