Early warning for spatial ecological system: Fractal dimension and deep learning
Author
Abstract
Suggested Citation
DOI: 10.1016/j.physa.2023.129401
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Christopher F. Clements & Michael A. McCarthy & Julia L. Blanchard, 2019. "Early warning signals of recovery in complex systems," Nature Communications, Nature, vol. 10(1), pages 1-9, December.
- Guttal, Vishwesha & Jayaprakash, C., 2007. "Impact of noise on bistable ecological systems," Ecological Modelling, Elsevier, vol. 201(3), pages 420-428.
- Marten Scheffer & Steve Carpenter & Jonathan A. Foley & Carl Folke & Brian Walker, 2001. "Catastrophic shifts in ecosystems," Nature, Nature, vol. 413(6856), pages 591-596, October.
- Srinivas, M.N. & Sreerag, C. & Madhusudanan, V. & Gul, Nadia & Khan, Zareen A. & Zeb, Anwar, 2022. "Spatial deployment and performance of diffusion coefficients of two preys and one predator ecological system," Chaos, Solitons & Fractals, Elsevier, vol. 165(P2).
- Sonia Kéfi & Vishwesha Guttal & William A Brock & Stephen R Carpenter & Aaron M Ellison & Valerie N Livina & David A Seekell & Marten Scheffer & Egbert H van Nes & Vasilis Dakos, 2014. "Early Warning Signals of Ecological Transitions: Methods for Spatial Patterns," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-13, March.
- Rong Wang & John A. Dearing & Peter G. Langdon & Enlou Zhang & Xiangdong Yang & Vasilis Dakos & Marten Scheffer, 2012. "Flickering gives early warning signals of a critical transition to a eutrophic lake state," Nature, Nature, vol. 492(7429), pages 419-422, December.
- Marten Scheffer & Jordi Bascompte & William A. Brock & Victor Brovkin & Stephen R. Carpenter & Vasilis Dakos & Hermann Held & Egbert H. van Nes & Max Rietkerk & George Sugihara, 2009. "Early-warning signals for critical transitions," Nature, Nature, vol. 461(7260), pages 53-59, September.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Vishwesha Guttal & Srinivas Raghavendra & Nikunj Goel & Quentin Hoarau, 2016. "Lack of Critical Slowing Down Suggests that Financial Meltdowns Are Not Critical Transitions, yet Rising Variability Could Signal Systemic Risk," PLOS ONE, Public Library of Science, vol. 11(1), pages 1-20, January.
- Dmitry Gromov & Thorsten Upmann, 2021. "Dynamics and Economics of Shallow Lakes: A Survey," Sustainability, MDPI, vol. 13(24), pages 1-16, December.
- Zhang, Hongxia & Xu, Wei & Guo, Qin & Han, Ping & Qiao, Yan, 2020. "First escape probability and mean first exit time for a time-delayed ecosystem driven by non-Gaussian colored noise," Chaos, Solitons & Fractals, Elsevier, vol. 135(C).
- Zeng, Chunhua & Wang, Hua, 2012. "Noise and large time delay: Accelerated catastrophic regime shifts in ecosystems," Ecological Modelling, Elsevier, vol. 233(C), pages 52-58.
- Acosta-Arreola, Jaime & Domínguez-Hüttinger, Elisa & Aguirre, Pablo & González, Nicolás & Meave, Jorge A., 2023. "Predicting dynamic trajectories of a protected plant community under contrasting conservation regimes: Insights from data-based modelling," Ecological Modelling, Elsevier, vol. 484(C).
- Zhang, Hongxia & Xu, Wei & Han, Ping & Qiao, Yan, 2020. "Stochastic dynamic balance of a bi-stable vegetation model with pulse control," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 556(C).
- Thomas M. Bury & Daniel Dylewsky & Chris T. Bauch & Madhur Anand & Leon Glass & Alvin Shrier & Gil Bub, 2023. "Predicting discrete-time bifurcations with deep learning," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
- Duncan A. O’Brien & Smita Deb & Gideon Gal & Stephen J. Thackeray & Partha S. Dutta & Shin-ichiro S. Matsuzaki & Linda May & Christopher F. Clements, 2023. "Early warning signals have limited applicability to empirical lake data," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
- Simon DeDeo, 2016. "Conflict and Computation on Wikipedia: A Finite-State Machine Analysis of Editor Interactions," Future Internet, MDPI, vol. 8(3), pages 1-23, July.
- Florian Wagener, 2013.
"Shallow lake economics run deep: nonlinear aspects of an economic-ecological interest conflict,"
Computational Management Science, Springer, vol. 10(4), pages 423-450, December.
- Wagener, F.O.O., 2009. "Shallow lake economics run deep: Nonlinear aspects of an economic-ecological interest conflict," CeNDEF Working Papers 09-05, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
- F.O.O. Wagener, 2009. "Shallow Lake Economics Run Deep: Nonlinear Aspects of an Economic-Ecological Interest Conflict," Tinbergen Institute Discussion Papers 09-033/1, Tinbergen Institute.
- Kevin Thellmann & Marc Cotter & Sabine Baumgartner & Anna Treydte & Georg Cadisch & Folkard Asch, 2018. "Tipping Points in the Supply of Ecosystem Services of a Mountainous Watershed in Southeast Asia," Sustainability, MDPI, vol. 10(7), pages 1-15, July.
- Ren, Bijie & Polasky, Stephen, 2014. "The optimal management of renewable resources under the risk of potential regime shift," Journal of Economic Dynamics and Control, Elsevier, vol. 40(C), pages 195-212.
- Juan Miguel Rodriguez Lopez & Katja Tielbörger & Cornelia Claus & Christiane Fröhlich & Marc Gramberger & Jürgen Scheffran, 2019. "A Transdisciplinary Approach to Identifying Transboundary Tipping Points in a Contentious Area: Experiences from across the Jordan River Region," Sustainability, MDPI, vol. 11(4), pages 1-20, February.
- Krishnadas M. & K. P. Harikrishnan & G. Ambika, 2022. "Recurrence measures and transitions in stock market dynamics," Papers 2208.03456, arXiv.org.
- Lumi, Neeme & Laas, Katrin & Mankin, Romi, 2015. "Rising relative fluctuation as a warning indicator of discontinuous transitions in symbiotic metapopulations," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 437(C), pages 109-118.
- Georg Jäger & Manfred Füllsack, 2019. "Systematically false positives in early warning signal analysis," PLOS ONE, Public Library of Science, vol. 14(2), pages 1-14, February.
- William Lopes & Daniel R. Amor & Jeff Gore, 2024. "Cooperative growth in microbial communities is a driver of multistability," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
- Andrea Taramelli & Emiliana Valentini & Laura Piedelobo & Margherita Righini & Sergio Cappucci, 2021. "Assessment of State Transition Dynamics of Coastal Wetlands in Northern Venice Lagoon, Italy," Sustainability, MDPI, vol. 13(8), pages 1-24, April.
- M., Krishnadas & Harikrishnan, K.P. & Ambika, G., 2022. "Recurrence measures and transitions in stock market dynamics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 608(P1).
- Tobias S Brett & Eamon B O’Dea & Éric Marty & Paige B Miller & Andrew W Park & John M Drake & Pejman Rohani, 2018. "Anticipating epidemic transitions with imperfect data," PLOS Computational Biology, Public Library of Science, vol. 14(6), pages 1-18, June.
More about this item
Keywords
Early warning; Spatial ecological system; Fractal dimension; Deep learning;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:phsmap:v:633:y:2024:i:c:s0378437123009561. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/physica-a-statistical-mechpplications/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.