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Tropical tree cover in a heterogeneous environment: A reaction-diffusion model

Observed bimodal tree cover distributions at particular environmental conditions and theoretical models indicate that some areas in the tropics can be in either of the alternative stable vegetation states forest or savanna. However, when including spatial interaction in nonspatial differential equat...

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Detalles Bibliográficos
Autores principales: Wuyts, Bert, Champneys, Alan R., Verschueren, Nicolas, House, Jo I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6597153/
https://www.ncbi.nlm.nih.gov/pubmed/31246968
http://dx.doi.org/10.1371/journal.pone.0218151
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author Wuyts, Bert
Champneys, Alan R.
Verschueren, Nicolas
House, Jo I.
author_facet Wuyts, Bert
Champneys, Alan R.
Verschueren, Nicolas
House, Jo I.
author_sort Wuyts, Bert
collection PubMed
description Observed bimodal tree cover distributions at particular environmental conditions and theoretical models indicate that some areas in the tropics can be in either of the alternative stable vegetation states forest or savanna. However, when including spatial interaction in nonspatial differential equation models of a bistable quantity, only the state with the lowest potential energy remains stable. Our recent reaction-diffusion model of Amazonian tree cover confirmed this and was able to reproduce the observed spatial distribution of forest versus savanna satisfactorily when forced by heterogeneous environmental and anthropogenic variables, even though bistability was underestimated. These conclusions were solely based on simulation results for one set of parameters. Here, we perform an analytical and numerical analysis of the model. We derive the Maxwell point (MP) of the homogeneous reaction-diffusion equation without savanna trees as a function of rainfall and human impact and show that the front between forest and nonforest settles at this point as long as savanna tree cover near the front remains sufficiently low. For parameters resulting in higher savanna tree cover near the front, we also find irregular forest-savanna cycles and woodland-savanna bistability, which can both explain the remaining observed bimodality.
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spelling pubmed-65971532019-07-05 Tropical tree cover in a heterogeneous environment: A reaction-diffusion model Wuyts, Bert Champneys, Alan R. Verschueren, Nicolas House, Jo I. PLoS One Research Article Observed bimodal tree cover distributions at particular environmental conditions and theoretical models indicate that some areas in the tropics can be in either of the alternative stable vegetation states forest or savanna. However, when including spatial interaction in nonspatial differential equation models of a bistable quantity, only the state with the lowest potential energy remains stable. Our recent reaction-diffusion model of Amazonian tree cover confirmed this and was able to reproduce the observed spatial distribution of forest versus savanna satisfactorily when forced by heterogeneous environmental and anthropogenic variables, even though bistability was underestimated. These conclusions were solely based on simulation results for one set of parameters. Here, we perform an analytical and numerical analysis of the model. We derive the Maxwell point (MP) of the homogeneous reaction-diffusion equation without savanna trees as a function of rainfall and human impact and show that the front between forest and nonforest settles at this point as long as savanna tree cover near the front remains sufficiently low. For parameters resulting in higher savanna tree cover near the front, we also find irregular forest-savanna cycles and woodland-savanna bistability, which can both explain the remaining observed bimodality. Public Library of Science 2019-06-27 /pmc/articles/PMC6597153/ /pubmed/31246968 http://dx.doi.org/10.1371/journal.pone.0218151 Text en © 2019 Wuyts et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Wuyts, Bert
Champneys, Alan R.
Verschueren, Nicolas
House, Jo I.
Tropical tree cover in a heterogeneous environment: A reaction-diffusion model
title Tropical tree cover in a heterogeneous environment: A reaction-diffusion model
title_full Tropical tree cover in a heterogeneous environment: A reaction-diffusion model
title_fullStr Tropical tree cover in a heterogeneous environment: A reaction-diffusion model
title_full_unstemmed Tropical tree cover in a heterogeneous environment: A reaction-diffusion model
title_short Tropical tree cover in a heterogeneous environment: A reaction-diffusion model
title_sort tropical tree cover in a heterogeneous environment: a reaction-diffusion model
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6597153/
https://www.ncbi.nlm.nih.gov/pubmed/31246968
http://dx.doi.org/10.1371/journal.pone.0218151
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