Literature DB >> 28839285

Metastability for discontinuous dynamical systems under Lévy noise: Case study on Amazonian Vegetation.

Larissa Serdukova1,2,3, Yayun Zheng4,5,6, Jinqiao Duan2,7, Jürgen Kurths2,8,9.   

Abstract

For the tipping elements in the Earth's climate system, the most important issue to address is how stable is the desirable state against random perturbations. Extreme biotic and climatic events pose severe hazards to tropical rainforests. Their local effects are extremely stochastic and difficult to measure. Moreover, the direction and intensity of the response of forest trees to such perturbations are unknown, especially given the lack of efficient dynamical vegetation models to evaluate forest tree cover changes over time. In this study, we consider randomness in the mathematical modelling of forest trees by incorporating uncertainty through a stochastic differential equation. According to field-based evidence, the interactions between fires and droughts are a more direct mechanism that may describe sudden forest degradation in the south-eastern Amazon. In modeling the Amazonian vegetation system, we include symmetric α-stable Lévy perturbations. We report results of stability analysis of the metastable fertile forest state. We conclude that even a very slight threat to the forest state stability represents L´evy noise with large jumps of low intensity, that can be interpreted as a fire occurring in a non-drought year. During years of severe drought, high-intensity fires significantly accelerate the transition between a forest and savanna state.

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Year:  2017        PMID: 28839285      PMCID: PMC5571188          DOI: 10.1038/s41598-017-07686-8

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  10 in total

1.  Lévy flights in evolutionary ecology.

Authors:  Benjamin Jourdain; Sylvie Méléard; Wojbor A Woyczynski
Journal:  J Math Biol       Date:  2011-10-15       Impact factor: 2.259

2.  Estimating the risk of Amazonian forest dieback.

Authors:  Anja Rammig; Tim Jupp; Kirsten Thonicke; Britta Tietjen; Jens Heinke; Sebastian Ostberg; Wolfgang Lucht; Wolfgang Cramer; Peter Cox
Journal:  New Phytol       Date:  2010-06-09       Impact factor: 10.151

3.  Tipping elements in the Earth's climate system.

Authors:  Timothy M Lenton; Hermann Held; Elmar Kriegler; Jim W Hall; Wolfgang Lucht; Stefan Rahmstorf; Hans Joachim Schellnhuber
Journal:  Proc Natl Acad Sci U S A       Date:  2008-02-07       Impact factor: 11.205

4.  Using likelihood to test for Lévy flight search patterns and for general power-law distributions in nature.

Authors:  Andrew M Edwards
Journal:  J Anim Ecol       Date:  2008-07-09       Impact factor: 5.091

5.  Slowing down as an early warning signal for abrupt climate change.

Authors:  Vasilis Dakos; Marten Scheffer; Egbert H van Nes; Victor Brovkin; Vladimir Petoukhov; Hermann Held
Journal:  Proc Natl Acad Sci U S A       Date:  2008-09-11       Impact factor: 11.205

6.  Abrupt increases in Amazonian tree mortality due to drought-fire interactions.

Authors:  Paulo Monteiro Brando; Jennifer K Balch; Daniel C Nepstad; Douglas C Morton; Francis E Putz; Michael T Coe; Divino Silvério; Marcia N Macedo; Eric A Davidson; Caroline C Nóbrega; Ane Alencar; Britaldo S Soares-Filho
Journal:  Proc Natl Acad Sci U S A       Date:  2014-04-14       Impact factor: 11.205

7.  Transitions in a genetic transcriptional regulatory system under Lévy motion.

Authors:  Yayun Zheng; Larissa Serdukova; Jinqiao Duan; Jürgen Kurths
Journal:  Sci Rep       Date:  2016-07-14       Impact factor: 4.379

8.  Stochastic basins of attraction for metastable states.

Authors:  Larissa Serdukova; Yayun Zheng; Jinqiao Duan; Jürgen Kurths
Journal:  Chaos       Date:  2016-07       Impact factor: 3.642

9.  Global resilience of tropical forest and savanna to critical transitions.

Authors:  Marina Hirota; Milena Holmgren; Egbert H Van Nes; Marten Scheffer
Journal:  Science       Date:  2011-10-14       Impact factor: 47.728

10.  Committed changes in tropical tree cover under the projected 21st century climate change.

Authors:  Zhenzhong Zeng; Shilong Piao; Anping Chen; Xin Lin; Huijuan Nan; Junsheng Li; Philippe Ciais
Journal:  Sci Rep       Date:  2013       Impact factor: 4.379

  10 in total
  1 in total

Review 1.  Overcoming randomness does not rule out the importance of inherent randomness for functionality.

Authors:  Yaron Ilan
Journal:  J Biosci       Date:  2019-12       Impact factor: 1.826

  1 in total

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