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fish-poke Overview

Hierarchical Bayesian model for predicting reef fish biomass in the main Hawaiian Islands using NOAA's public-access coral reef ecosystem monitoring data

Outputs

  • Coefficient for multiple biophysical and human population drivers of reef fish biomass
  • "Pristine" reef fish biomass (i.e., by setting the effect of human population density to its minimum value)
  • Reef fish biomass recovery potential (i.e., the difference between pristine and present-day levels)

Model citation: Gorospe, Kelvin D., Megan J. Donahue, Adel Heenan, Jamison M. Gove, Ivor D. Williams, and Russell E. Brainard. 2018. Local Biomass Baselines and the Recovery Potential for Hawaiian Coral Reef Fish Communities. Frontiers in Marine Science 5: 1–13. doi:10.3389/fmars.2018.00162.

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Bayesian estimation of sector-level baseline biomasses

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