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Updates the Jupyter and Pluto notebooks in
extra
to be compatible with howParticleDA
now write output files (separate files for simulated observations and filtering estimates, some changes to group names).Rather than previous approach of storing a HDF5 output file
particle_da.h5
in the repository, this is removed in favour of now having a separate Pluto notebook / Julia scriptllwd_example.jl
which will simulated observations from the LLW2d model, run a particle filter and save the simulation and filtering output to HDF5 files.Two notebooks are shown to illustrate loading the generated HDF5 output data and producing visualizations, one in Python as a Jupyter notebook
llw2d_visualizations.ipynb
and one in Julia as a Pluto notebookllw2d_visualizations.jl
.EDIT: Now also added a Pluto notebook
lorenz63_example.jl
showing running filtering with Lorenz 63 model (and producing plots comparable to those in paper).