Population dynamics with spatial structure and an Allee effect.

competition individual-based model mean-field population extinction spatial moments

Journal

Proceedings. Mathematical, physical, and engineering sciences
ISSN: 1364-5021
Titre abrégé: Proc Math Phys Eng Sci
Pays: England
ID NLM: 9891746

Informations de publication

Date de publication:
Oct 2020
Historique:
received: 26 06 2020
accepted: 28 09 2020
entrez: 23 11 2020
pubmed: 24 11 2020
medline: 24 11 2020
Statut: ppublish

Résumé

Population dynamics including a strong Allee effect describe the situation where long-term population survival or extinction depends on the initial population density. A simple mathematical model of an Allee effect is one where initial densities below the threshold lead to extinction, whereas initial densities above the threshold lead to survival. Mean-field models of population dynamics neglect spatial structure that can arise through short-range interactions, such as competition and dispersal. The influence of non-mean-field effects has not been studied in the presence of an Allee effect. To address this, we develop an individual-based model that incorporates both short-range interactions and an Allee effect. To explore the role of spatial structure we derive a mathematically tractable continuum approximation of the IBM in terms of the dynamics of spatial moments. In the limit of long-range interactions where the mean-field approximation holds, our modelling framework recovers the mean-field Allee threshold. We show that the Allee threshold is sensitive to spatial structure neglected by mean-field models. For example, there are cases where the mean-field model predicts extinction but the population actually survives. Through simulations we show that our new spatial moment dynamics model accurately captures the modified Allee threshold in the presence of spatial structure.

Identifiants

pubmed: 33223947
doi: 10.1098/rspa.2020.0501
pii: rspa20200501
pmc: PMC7655738
doi:

Banques de données

figshare
['10.6084/m9.figshare.c.5180827']

Types de publication

Journal Article

Langues

eng

Pagination

20200501

Informations de copyright

© 2020 The Author(s).

Déclaration de conflit d'intérêts

We declare we have no competing interests.

Références

J Theor Biol. 2016 Jul 7;400:19-31
pubmed: 27086040
J Biol Dyn. 2015;9:109-23
pubmed: 25893974
J Theor Biol. 2018 May 14;445:51-61
pubmed: 29481822
Nat Rev Cancer. 2014 May;14(5):371-80
pubmed: 24739582
Proc Biol Sci. 2004 Jul 7;271(1546):1407-14
pubmed: 15306340
Bull Math Biol. 2015 Apr;77(4):586-613
pubmed: 25216969
Bull Math Biol. 2014 Aug;76(8):2010-24
pubmed: 25081547
Bull Math Biol. 2020 Jun 12;82(6):74
pubmed: 32533355
Phys Rev E Stat Nonlin Soft Matter Phys. 2013 Nov;88(5):052713
pubmed: 24329302
Bull Math Biol. 2006 Jan;68(1):25-52
pubmed: 16794920
Phys Rev E Stat Nonlin Soft Matter Phys. 2012 Jan;85(1 Pt 1):011103
pubmed: 22400508
Oecologia. 1993 Jun;94(3):446-450
pubmed: 28313684
Bull Math Biol. 2016 Nov;78(11):2277-2301
pubmed: 27761698
PLoS One. 2015 Jul 06;10(7):e0132261
pubmed: 26147351
Trends Ecol Evol. 1999 Oct;14(10):405-410
pubmed: 10481205
Sci Rep. 2017 Feb 14;7:42134
pubmed: 28195135
PLoS One. 2012;7(1):e28924
pubmed: 22247764
J R Soc Interface. 2015 May 6;12(106):
pubmed: 25904529
J Theor Biol. 2020 Aug 7;498:110267
pubmed: 32275984
Oecologia. 2005 Jun;144(2):257-67
pubmed: 15891849
Phys Rev E Stat Nonlin Soft Matter Phys. 2010 Oct;82(4 Pt 1):041905
pubmed: 21230311
Am Nat. 1998 Jun;151(6):487-96
pubmed: 18811371
J Chem Phys. 2012 Nov 28;137(20):204116
pubmed: 23205990
Proc Math Phys Eng Sci. 2020 Jun;476(2238):20200089
pubmed: 32831592
J Phys D Appl Phys. 2018 Apr 25;51(16):
pubmed: 30319146
J Theor Biol. 2018 Feb 14;439:50-64
pubmed: 29197512
Bull Math Biol. 2018 Nov;80(11):2828-2855
pubmed: 30097916
Sci Rep. 2019 Oct 18;9(1):14988
pubmed: 31628421
PLoS Comput Biol. 2017 Nov 17;13(11):e1005818
pubmed: 29149169
Phys Rev E Stat Nonlin Soft Matter Phys. 2013 Aug;88(2):022705
pubmed: 24032862
J Math Biol. 2020 Jan;80(1-2):343-371
pubmed: 31183520
J Theor Biol. 2019 Nov 7;480:43-55
pubmed: 31374282
J Theor Biol. 2004 Aug 7;229(3):421-32
pubmed: 15234208
Bull Math Biol. 2013 May;75(5):871-89
pubmed: 23584951

Auteurs

Anudeep Surendran (A)

School of Mathematical Sciences, Queensland University of Technology, Brisbane, Australia.

Michael J Plank (MJ)

School of Mathematics and Statistics, University of Canterbury, Christchurch, New Zealand.
Te Pūnaha Matatini, A New Zealand Centre of Research Excellence, Auckland, New Zealand.

Matthew J Simpson (MJ)

School of Mathematical Sciences, Queensland University of Technology, Brisbane, Australia.

Classifications MeSH