Literature DB >> 12781750

Regime changes in ecological systems: an information theory approach.

Brian D Fath1, Heriberto Cabezas, Christopher W Pawlowski.   

Abstract

We present our efforts at developing an ecological system index using information theory. Specifically, we derive an expression for Fisher Information based on sampling of the system trajectory as it evolves in the space defined by the state variables of the system, i.e. its state space. The Fisher Information index, as we have derived it, is a measure of system order, and captures the characteristic variation in speed and acceleration along the system's periodic steady-state trajectories. When calculated repeatedly over the system period, this index tracks steady states and transient behavior. We believe that such an index could be useful in detecting system 'flips' associated with a regime change, i.e. determining when systems are in a transient between one steady state and another. We illustrate the concepts using model ecosystems.

Mesh:

Year:  2003        PMID: 12781750     DOI: 10.1016/s0022-5193(03)00067-5

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  12 in total

1.  Information theoretic perspective on coastal water-quality monitoring and management near an offshore industrial park.

Authors:  Ta-Kang Liu; Jin-Li Yu; Chung-Ling Chen; Ping-Sheng Wei
Journal:  Environ Monit Assess       Date:  2011-09-02       Impact factor: 2.513

2.  Detecting spatial regimes in ecosystems.

Authors:  Shana M Sundstrom; Tarsha Eason; R John Nelson; David G Angeler; Chris Barichievy; Ahjond S Garmestani; Nicholas A J Graham; Dean Granholm; Lance Gunderson; Melinda Knutson; Kirsty L Nash; Trisha Spanbauer; Craig A Stow; Craig R Allen
Journal:  Ecol Lett       Date:  2017-01       Impact factor: 9.492

3.  A supplementary tool to existing approaches for assessing ecosystem community structure.

Authors:  Matthew E Hopton; Arunprakash T Karunanithi; Ahjond S Garmestani; Denis White; Jerry R Choate; Heriberto Cabezas
Journal:  Ecol Modell       Date:  2017-07-10       Impact factor: 2.974

4.  Identifying resilience mechanisms to recurrent ecosystem perturbations.

Authors:  David G Angeler; Cristina Trigal; Stina Drakare; Richard K Johnson; Willem Goedkoop
Journal:  Oecologia       Date:  2010-04-30       Impact factor: 3.225

5.  Using Fisher information to track stability in multivariate systems.

Authors:  Nasir Ahmad; Sybil Derrible; Tarsha Eason; Heriberto Cabezas
Journal:  R Soc Open Sci       Date:  2016-11-09       Impact factor: 2.963

6.  Toward a leading indicator of catastrophic shifts in complex systems: Assessing changing conditions in nation states.

Authors:  Leisha Vance; Tarsha Eason; Heriberto Cabezas; Michael E Gorman
Journal:  Heliyon       Date:  2017-12-28

7.  Using Fisher information to assess stability in the performance of public transportation systems.

Authors:  Nasir Ahmad; Sybil Derrible; Heriberto Cabezas
Journal:  R Soc Open Sci       Date:  2017-04-26       Impact factor: 2.963

8.  An information theory-based approach to assessing spatial patterns in complex systems.

Authors:  Tarsha Eason; Wen Ching-Chuang; Shana Sundstrom; Heriberto Cabezas
Journal:  Entropy (Basel)       Date:  2019-02-15       Impact factor: 2.524

9.  Prolonged instability prior to a regime shift.

Authors:  Trisha L Spanbauer; Craig R Allen; David G Angeler; Tarsha Eason; Sherilyn C Fritz; Ahjond S Garmestani; Kirsty L Nash; Jeffery R Stone
Journal:  PLoS One       Date:  2014-10-03       Impact factor: 3.240

10.  Ecosystem antifragility: beyond integrity and resilience.

Authors:  Miguel Equihua; Mariana Espinosa Aldama; Carlos Gershenson; Oliver López-Corona; Mariana Munguía; Octavio Pérez-Maqueo; Elvia Ramírez-Carrillo
Journal:  PeerJ       Date:  2020-02-11       Impact factor: 2.984

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