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Planktonic functional diversity changes in synchrony with lake ecosystem state

View ORCID ProfileDuncan A. O’Brien, View ORCID ProfileGideon Gal, View ORCID ProfileStephen J. Thackeray, View ORCID ProfileShin-ichiro S. Matsuzaki, View ORCID ProfileJulia L. Blanchard, View ORCID ProfileChristopher F. Clements
doi: https://doi.org/10.1101/2022.06.07.495076
Duncan A. O’Brien
aSchool of Biological Sciences, University of Bristol, Bristol, BS8 1TQ, UK, , +44 117 394 1203,
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  • ORCID record for Duncan A. O’Brien
  • For correspondence: duncan.a.obrien@gmail.com duncan.a.obrien@gmail.com c.clements@bristol.ac.uk
Gideon Gal
bKinneret Limnological Laboratory, Israel Oceanographic & Limnological Research, PO Box 447, Migdal, Israel,
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  • For correspondence: gal@ocean.org.il
Stephen J. Thackeray
cLake Ecosystems Group, UK Centre for Ecology & Hydrology, Bailrigg, Lancaster, UK,
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  • ORCID record for Stephen J. Thackeray
  • For correspondence: sjtr@ceh.ac.uk
Shin-ichiro S. Matsuzaki
dBiodiversity Division, National Institute for Environmental Studies, 16-2 Onogawa, Tsukuba, Ibaraki, 305-8506, Japan,
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  • For correspondence: matsuzakiss@nies.go.jp
Julia L. Blanchard
eInstitute for Marine and Antarctic Studies, University Tasmania, Hobart, 7001, Tasmania, Australia,
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  • For correspondence: julia.blanchard@utas.edu.au
Christopher F. Clements
aSchool of Biological Sciences, University of Bristol, Bristol, BS8 1TQ, UK, , +44 117 394 1203,
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  • ORCID record for Christopher F. Clements
  • For correspondence: duncan.a.obrien@gmail.com c.clements@bristol.ac.uk
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Abstract

Managing ecosystems to effectively preserve function and services requires reliable tools that can infer changes in the stability and dynamics of a system. Conceptually, functional diversity (FD) appears a viable monitoring metric due to its mechanistic influence on ecological processes, but it is unclear whether changes in FD occur prior to state responses or vice versa. We examine the lagged relationship between planktonic FD and abundance-based metrics of system state (e.g. biomass) across five highly monitored lake communities using both correlation and non-linear causality approaches. Overall, phytoplankton and zooplankton FD display synchrony with lake state but each lake is idiosyncratic in the strength of relationship. It is therefore unlikely that changes in plankton FD are identifiable before changes in more easily collected abundance metrics. This suggests that FD is unlikely to be a viable early indicator, but has value as an alternative state measure if considered at the lake level.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • https://github.com/duncanobrien/plankton-FD

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-ND 4.0 International license.
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Posted June 09, 2022.
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Planktonic functional diversity changes in synchrony with lake ecosystem state
Duncan A. O’Brien, Gideon Gal, Stephen J. Thackeray, Shin-ichiro S. Matsuzaki, Julia L. Blanchard, Christopher F. Clements
bioRxiv 2022.06.07.495076; doi: https://doi.org/10.1101/2022.06.07.495076
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Planktonic functional diversity changes in synchrony with lake ecosystem state
Duncan A. O’Brien, Gideon Gal, Stephen J. Thackeray, Shin-ichiro S. Matsuzaki, Julia L. Blanchard, Christopher F. Clements
bioRxiv 2022.06.07.495076; doi: https://doi.org/10.1101/2022.06.07.495076

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