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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....

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
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.
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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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