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We can see how AR(1) spatiotemporal fields evolve towards mean zero by mapping the magnitude of the spatio-temporal term epsilon over the entire period 2003--2025
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```{r pred-ar1-plot-eps, echo=FALSE}
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one_yr <- dplyr::filter(qcs_grid, year == 2017)
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grid <- purrr::map_dfr(unique(fit_ar1$data$year), function(i) { # FIXME remove purrr or add to suggests!
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