Literature DB >> 29718539

Long-term community change through multiple rapid transitions in a desert rodent community.

Erica M Christensen1, David J Harris1, S K Morgan Ernest1.   

Abstract

While studies increasingly document long-term change in community composition, whether long-term change occurs gradually or via rapid reorganization events remains unclear. We used Latent Dirichlet Allocation (LDA) and a change-point model to examine the long-term dynamics of a desert rodent community undergoing compositional change over a 38-yr span. Our approach detected three rapid reorganization events, where changes in the relative abundances of dominant and rare species occurred, and a separate period of increased variance in the structure of the community. These events coincided with time periods, possibly related to climate events, where the total abundance of rodents was extremely low. There are a variety of processes that could link low abundance events with a higher probability of rapid ecological transitions, including higher importance of stochastic processes (i.e., competitive interactions or priority effects) and the removal of structuring effects of competitive dominants or incumbent species. Continued study of the dynamics of community change will provide important information not only on the processes structuring communities, but will also provide guidance for forecasting how communities will undergo change in the future.
© 2018 by the Ecological Society of America.

Keywords:  Latent Dirichlet Allocation; community composition; community dynamics; desert rodents; extreme climatic events; long-term data; temporal dynamics

Mesh:

Year:  2018        PMID: 29718539     DOI: 10.1002/ecy.2373

Source DB:  PubMed          Journal:  Ecology        ISSN: 0012-9658            Impact factor:   5.499


  6 in total

1.  Unveiling causal interactions in complex systems.

Authors:  Stavros K Stavroglou; Athanasios A Pantelous; H Eugene Stanley; Konstantin M Zuev
Journal:  Proc Natl Acad Sci U S A       Date:  2020-03-25       Impact factor: 11.205

2.  Looking for compensation at multiple scales in a wetland bird community.

Authors:  Frédéric Barraquand; Coralie Picoche; Christelle Aluome; Laure Carassou; Claude Feigné
Journal:  Ecol Evol       Date:  2022-06-02       Impact factor: 3.167

3.  Maintenance of community function through compensation breaks down over time in a desert rodent community.

Authors:  Renata M Diaz; S K Morgan Ernest
Journal:  Ecology       Date:  2022-05-12       Impact factor: 6.431

4.  Extending the Latent Dirichlet Allocation model to presence/absence data: A case study on North American breeding birds and biogeographical shifts expected from climate change.

Authors:  Denis Valle; Pedro Albuquerque; Qing Zhao; Albert Barberan; Robert J Fletcher
Journal:  Glob Chang Biol       Date:  2018-08-26       Impact factor: 10.863

5.  Established rodent community delays recovery of dominant competitor following experimental disturbance.

Authors:  Erica M Christensen; Gavin L Simpson; S K Morgan Ernest
Journal:  Proc Biol Sci       Date:  2019-12-11       Impact factor: 5.349

6.  The Latent Dirichlet Allocation model with covariates (LDAcov): A case study on the effect of fire on species composition in Amazonian forests.

Authors:  Denis Valle; Gilson Shimizu; Rafael Izbicki; Leandro Maracahipes; Divino Vicente Silverio; Lucas N Paolucci; Yusuf Jameel; Paulo Brando
Journal:  Ecol Evol       Date:  2021-05-05       Impact factor: 2.912

  6 in total

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