Same as for Columbia River competition. Again we had no time to think about things in detail, but hope to have time this year to delve into the results a bit.

All code is available at https://github.com/andrew-edwards/sockeyePrize, though is not easily usable by anyone else at the moment and there are various improvements we would make. Most of the covariates were taken from our pacea R package and we used our pbsEDM R package for the calculations. Attached .pdf is our example rendered R Markdown file for Chilko, but might not make much sense to others. Final prediction is given at the very end. Edwards A.M, Rogers L.A., and Holt C.A. (2024). Explaining empirical dynamic modelling using verbal, graphical and mathematical approaches. Ecology and Evolution, 14:e10903, 1-12. https://doi.org/10.1002/ece3.10903 Edwards A.M., Tai T.C., Watson J., Peña M.A., Hilborn A., Hannah C.G., Rooper C.N., Flynn K.L., and Oldford, G.L. (2024). pacea: An R package of Pacific ecosystem information to help facilitate an ecosystem approach to fisheries management. https://github.com/pbs-assess/pacea https://zenodo.org/doi/10.5281/zenodo.13840804 Ye H., and Sugihara, G. (2016). Information leverage in interconnected ecosystems: overcoming the curse of dimensionality. Science, 353:922-925. https://doi.org/10.1126/science.aag0863.