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From population trends to biodiversity changes: synthesizing multi-species signals of collapse
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Abstract
Taking the pulse of biodiversity is no small feat, and abundance time series are some of the most valuable data we have to measure change. Biodiversity changes are often complex, with some species declining while others grow, leading to a reorganisation of the network of interactions between species. The infamous decline of Atlantic cod in the Newfoundland shelf groundfish community between 1981 and 2013 is an example of such complexity. Here, we develop a new approach to track the multispecies signals before and after the cod decline, offering a community-oriented alternative to species abundance indicators like the Living Planet Index. We derive theory-based indicators and build a model to quantify the short-term stability and long-term reorganisation of communities with an explicit estimation of uncertainty. These indicators together reveal how severe declines in dominant species like Atlantic cod, combined with community-wide biomass changes, generated periods of instability and recovery that reshuffled the community more profoundly than previously thought. We find that the community was already facing reorganisation before the collapse and only recently recovered towards a desired state. By grounding indicators in ecological theory, we are better equipped to understand the process, and not just the pattern, of change.
DOI
https://doi.org/10.32942/X2X97R
Subjects
Biodiversity, Ecology and Evolutionary Biology
Keywords
biodiversity change, biodiversity indicator, species abundance, covariance, community stability, joint modeling, Atlantic cod
Dates
Published: 2026-09-05 16:30
Last Updated: 2026-09-05 16:30
License
CC-BY Attribution-NonCommercial 4.0 International
Additional Metadata
Conflict of interest statement:
None.
Data and Code Availability Statement:
Code is publicly available at https://github.com/katherinehebert/hierarchical-popchange. Data are from a published work, and are available at http://dx.doi.org/10.5281/zenodo.818096.
Language:
English
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