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Assessing sustainability in North America’s ecosystems using criticality and information theory
Sustainability is a key concept in economic and policy debates. Nevertheless, it is usually treated only in a qualitative way and has eluded quantitative analysis. Here, we propose a sustainability index based on the premise that sustainable systems do not lose or gain Fisher Information over time....
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6047788/ https://www.ncbi.nlm.nih.gov/pubmed/30011317 http://dx.doi.org/10.1371/journal.pone.0200382 |
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author | Ramírez-Carrillo, Elvia López-Corona, Oliver Toledo-Roy, Juan C. Lovett, Jon C. de León-González, Fernando Osorio-Olvera, Luis Equihua, Julian Robredo, Everardo Frank, Alejandro Dirzo, Rodolfo Pérez-Cirera, Vanessa |
author_facet | Ramírez-Carrillo, Elvia López-Corona, Oliver Toledo-Roy, Juan C. Lovett, Jon C. de León-González, Fernando Osorio-Olvera, Luis Equihua, Julian Robredo, Everardo Frank, Alejandro Dirzo, Rodolfo Pérez-Cirera, Vanessa |
author_sort | Ramírez-Carrillo, Elvia |
collection | PubMed |
description | Sustainability is a key concept in economic and policy debates. Nevertheless, it is usually treated only in a qualitative way and has eluded quantitative analysis. Here, we propose a sustainability index based on the premise that sustainable systems do not lose or gain Fisher Information over time. We test this approach using time series data from the AmeriFlux network that measures ecosystem respiration, water and energy fluxes in order to elucidate two key sustainability features: ecosystem health and stability. A novel definition of ecosystem health is developed based on the concept of criticality, which implies that if a system’s fluctuations are scale invariant then the system is in a balance between robustness and adaptability. We define ecosystem stability by taking an information theory approach that measures its entropy and Fisher information. Analysis of the Ameriflux consortium big data set of ecosystem respiration time series is contrasted with land condition data. In general we find a good agreement between the sustainability index and land condition data. However, we acknowledge that the results are a preliminary test of the approach and further verification will require a multi-signal analysis. For example, high values of the sustainability index for some croplands are counter-intuitive and we interpret these results as ecosystems maintained in artificial health due to continuous human-induced inflows of matter and energy in the form of soil nutrients and control of competition, pests and disease. |
format | Online Article Text |
id | pubmed-6047788 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-60477882018-07-26 Assessing sustainability in North America’s ecosystems using criticality and information theory Ramírez-Carrillo, Elvia López-Corona, Oliver Toledo-Roy, Juan C. Lovett, Jon C. de León-González, Fernando Osorio-Olvera, Luis Equihua, Julian Robredo, Everardo Frank, Alejandro Dirzo, Rodolfo Pérez-Cirera, Vanessa PLoS One Research Article Sustainability is a key concept in economic and policy debates. Nevertheless, it is usually treated only in a qualitative way and has eluded quantitative analysis. Here, we propose a sustainability index based on the premise that sustainable systems do not lose or gain Fisher Information over time. We test this approach using time series data from the AmeriFlux network that measures ecosystem respiration, water and energy fluxes in order to elucidate two key sustainability features: ecosystem health and stability. A novel definition of ecosystem health is developed based on the concept of criticality, which implies that if a system’s fluctuations are scale invariant then the system is in a balance between robustness and adaptability. We define ecosystem stability by taking an information theory approach that measures its entropy and Fisher information. Analysis of the Ameriflux consortium big data set of ecosystem respiration time series is contrasted with land condition data. In general we find a good agreement between the sustainability index and land condition data. However, we acknowledge that the results are a preliminary test of the approach and further verification will require a multi-signal analysis. For example, high values of the sustainability index for some croplands are counter-intuitive and we interpret these results as ecosystems maintained in artificial health due to continuous human-induced inflows of matter and energy in the form of soil nutrients and control of competition, pests and disease. Public Library of Science 2018-07-16 /pmc/articles/PMC6047788/ /pubmed/30011317 http://dx.doi.org/10.1371/journal.pone.0200382 Text en © 2018 Ramírez-Carrillo 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 Ramírez-Carrillo, Elvia López-Corona, Oliver Toledo-Roy, Juan C. Lovett, Jon C. de León-González, Fernando Osorio-Olvera, Luis Equihua, Julian Robredo, Everardo Frank, Alejandro Dirzo, Rodolfo Pérez-Cirera, Vanessa Assessing sustainability in North America’s ecosystems using criticality and information theory |
title | Assessing sustainability in North America’s ecosystems using criticality and information theory |
title_full | Assessing sustainability in North America’s ecosystems using criticality and information theory |
title_fullStr | Assessing sustainability in North America’s ecosystems using criticality and information theory |
title_full_unstemmed | Assessing sustainability in North America’s ecosystems using criticality and information theory |
title_short | Assessing sustainability in North America’s ecosystems using criticality and information theory |
title_sort | assessing sustainability in north america’s ecosystems using criticality and information theory |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6047788/ https://www.ncbi.nlm.nih.gov/pubmed/30011317 http://dx.doi.org/10.1371/journal.pone.0200382 |
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