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Empirical analysis of vegetation dynamics and the possibility of a catastrophic desertification transition
The process of desertification in the semi-arid climatic zone is considered by many as a catastrophic regime shift, since the positive feedback of vegetation density on growth rates yields a system that admits alternative steady states. Some support to this idea comes from the analysis of static pat...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5737887/ https://www.ncbi.nlm.nih.gov/pubmed/29261678 http://dx.doi.org/10.1371/journal.pone.0189058 |
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author | Weissmann, Haim Kent, Rafi Michael, Yaron Shnerb, Nadav M. |
author_facet | Weissmann, Haim Kent, Rafi Michael, Yaron Shnerb, Nadav M. |
author_sort | Weissmann, Haim |
collection | PubMed |
description | The process of desertification in the semi-arid climatic zone is considered by many as a catastrophic regime shift, since the positive feedback of vegetation density on growth rates yields a system that admits alternative steady states. Some support to this idea comes from the analysis of static patterns, where peaks of the vegetation density histogram were associated with these alternative states. Here we present a large-scale empirical study of vegetation dynamics, aimed at identifying and quantifying directly the effects of positive feedback. To do that, we have analyzed vegetation density across 2.5 × 10(6) km(2) of the African Sahel region, with spatial resolution of 30 × 30 meters, using three consecutive snapshots. The results are mixed. The local vegetation density (measured at a single pixel) moves towards the average of the corresponding rainfall line, indicating a purely negative feedback. On the other hand, the chance of spatial clusters (of many “green” pixels) to expand in the next census is growing with their size, suggesting some positive feedback. We show that these apparently contradicting results emerge naturally in a model with positive feedback and strong demographic stochasticity, a model that allows for a catastrophic shift only in a certain range of parameters. Static patterns, like the double peak in the histogram of vegetation density, are shown to vary between censuses, with no apparent correlation with the actual dynamical features. Our work emphasizes the importance of dynamic response patterns as indicators of the state of the system, while the usefulness of static modality features appears to be quite limited. |
format | Online Article Text |
id | pubmed-5737887 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-57378872017-12-29 Empirical analysis of vegetation dynamics and the possibility of a catastrophic desertification transition Weissmann, Haim Kent, Rafi Michael, Yaron Shnerb, Nadav M. PLoS One Research Article The process of desertification in the semi-arid climatic zone is considered by many as a catastrophic regime shift, since the positive feedback of vegetation density on growth rates yields a system that admits alternative steady states. Some support to this idea comes from the analysis of static patterns, where peaks of the vegetation density histogram were associated with these alternative states. Here we present a large-scale empirical study of vegetation dynamics, aimed at identifying and quantifying directly the effects of positive feedback. To do that, we have analyzed vegetation density across 2.5 × 10(6) km(2) of the African Sahel region, with spatial resolution of 30 × 30 meters, using three consecutive snapshots. The results are mixed. The local vegetation density (measured at a single pixel) moves towards the average of the corresponding rainfall line, indicating a purely negative feedback. On the other hand, the chance of spatial clusters (of many “green” pixels) to expand in the next census is growing with their size, suggesting some positive feedback. We show that these apparently contradicting results emerge naturally in a model with positive feedback and strong demographic stochasticity, a model that allows for a catastrophic shift only in a certain range of parameters. Static patterns, like the double peak in the histogram of vegetation density, are shown to vary between censuses, with no apparent correlation with the actual dynamical features. Our work emphasizes the importance of dynamic response patterns as indicators of the state of the system, while the usefulness of static modality features appears to be quite limited. Public Library of Science 2017-12-20 /pmc/articles/PMC5737887/ /pubmed/29261678 http://dx.doi.org/10.1371/journal.pone.0189058 Text en © 2017 Weissmann 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 Weissmann, Haim Kent, Rafi Michael, Yaron Shnerb, Nadav M. Empirical analysis of vegetation dynamics and the possibility of a catastrophic desertification transition |
title | Empirical analysis of vegetation dynamics and the possibility of a catastrophic desertification transition |
title_full | Empirical analysis of vegetation dynamics and the possibility of a catastrophic desertification transition |
title_fullStr | Empirical analysis of vegetation dynamics and the possibility of a catastrophic desertification transition |
title_full_unstemmed | Empirical analysis of vegetation dynamics and the possibility of a catastrophic desertification transition |
title_short | Empirical analysis of vegetation dynamics and the possibility of a catastrophic desertification transition |
title_sort | empirical analysis of vegetation dynamics and the possibility of a catastrophic desertification transition |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5737887/ https://www.ncbi.nlm.nih.gov/pubmed/29261678 http://dx.doi.org/10.1371/journal.pone.0189058 |
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