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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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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. |
format | Online Article Text |
id | pubmed-6597153 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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