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Assssment of time-varying relationships between the productivity of West Coast and Alaskan salmon and PDO/NPGO climate indices

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Time-varying Relationships Between Salmon Productivity and PDO and NPGO

Purpose

The purpose of this analysis is identify to what extent the relationship between salmon productivity (recruits-per-spawner) and the PDO and NPGO indices has changed over time, and to what extent these changes are shared among regions.

Contents

Directories

Name Description
/Figs Figures produced by specific analysis scripts.
/Data Input salmon and environmental data files.
/doc Pertinent documents and manuscript drafts.
/Output Model output files, mostly as .rds or .csv. Note: Some of the STAN .rds output files are large.
/R Compilation of .R and .stan files containing individual models, helper functions, and plotting functions.

Analysis Scripts

Name Description
Fit-DLM-Ricker.R Fits individual dynamic linear Ricker model to stock-recruitment data from each stock, with time-varying PDO and NPGO effects.
Fit-DLM-Ricker-plus.R Same as Fit-DLM-Ricker.R but with time-varying PDO and NPGO effects treated as an AR(1) process.
Fit-MARSS-Ricker.R Fits stock-specific DLM Ricker with MARSS package in R.
Fit-DLM-Region.R Fits combined DLM Ricker, where PDO and NPGO effects are common within regions (EBS, GOA, CA, WC).
Fit-DLM-Region-ARMA.R Same as Fit-DLM-Region.R, but with time-varying PDO and NPGO effects treated as ARMA(1) process.
Get-NPGO-PDO.R Downloads up-to-date PDO and NPGO indices.

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Assssment of time-varying relationships between the productivity of West Coast and Alaskan salmon and PDO/NPGO climate indices

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