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A community-wide stochastic matrix population model that links fish population dynamics with river flow regimes

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Verde fish model

Code and data associated with Rogosch et al. manuscript examining fish communities in the Verde River, AZ, USA. The model is a community-wide stochastic matrix population model that links population dynamics with river flow regimes.

Code

  • fish-model-all-spp.R: The core model used to generate results in the manuscript: community-wide stage-structured stochastic matrix population model (7 spp.).
  • make-multiflow.R: This is code to make a list of all possible future flow regimes. Pulls hydrograph data from USGS. This will then get read into the main model (fish-model-all-spp.R) as a list.
  • functions.R: Some functions used in running the various scripts.
  • fish-model-flowsims.R: Code used for simulations of spp combinations. This is to be run in combination with shell script (not included in repo) on HPC. This is not part of the Rogosch et al. manuscript.

Raw data

  • vital-rates.csv: Vital rates needed to run the model.
  • modifiers-all-spp.csv: Modifiers that act on the vital rates under different hydrograph settings.
  • Rel_Abu_Verde_94-08.csv: Empirical fish relative abundance data from the Verde River, used to test model.

The remaining data is generated from the various scripts. But generated flow data required to run fish-model-all-spp.R is included in the repo.

https://zenodo.org/badge/DOI/10.5281/zenodo.1308208.svg

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A community-wide stochastic matrix population model that links fish population dynamics with river flow regimes

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