Science Advances

Supplementary Materials

This PDF file includes:

  • Additional Methods
  • Additional Results
  • fig. S1. Mean absolute TP change.
  • fig. S2. TP data simulation raw output.
  • fig. S3. TP by measure of phenylalanine and glutamic acid only.
  • fig. S4. Incorporated climate indices.
  • fig. S5. Informative Dirichlet priors.
  • fig. S6. Hierarchal mixing model source distributions.
  • fig. S7. Mixing model output with confidence bands.
  • fig. S8. Faceted graphs of reconstructed SAU fishery catch time series.
  • fig. S9. Partial dependence plots of random forest model output with FAO data.
  • fig. S10. Partial dependence plots of random forest model output with SAU data.
  • fig. S11. Individual conditional expectation plots.
  • fig. S12. Partial dependence surface plots.
  • fig. S13. Full random forest variable importance output.
  • table S1. Mean absolute TP change.
  • table S2. Top 100 linear mixed-effects models.
  • table S3. Top 10 linear models by species.
  • table S4. Random forest model performance.

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