This repo contains code used for the paper "Multivariate localization functions for strongly coupled data assimilation in the bivariate Lorenz '96 system" by Z. Stanley, I. Grooms, and W. Kleiber submitted to Nonlinear Processes in Geophysics. Code written by Zofia Stanley and Ian Grooms (unless otherwise noted). All files are copyright Zofia Stanley and Ian Grooms (unless otherwise noted). To remake the figures in the manuscript, run the following scripts:
Fig 1: plot_localization_functions.m
Fig 2: plot_snapshot.m
Fig 3: observe_y_make_plots.m
Fig 4: gc_make_plots.m
Fig B1: true_forecast_error_make_plots.m
Fig B2: optimal_univariate_localization_radius_make_plots.m
Fig B3: optimal_beta_make_plots.m & plot_beta_max_vs_loc_rad.m
