======================
👨🏻‍💻 Tutorials
======================

.. toctree::
   :maxdepth: 1

   tutorial.ipynb


👨🏻‍🔬 Model Examples
----------------------

.. toctree::
   :maxdepth: 1

   data_hrrr.ipynb
   data_hrrrak.ipynb
   data_rap.ipynb
   data_nam.ipynb
   data_gfs.ipynb
   data_gefs.ipynb
   data_ecmwf.ipynb
   data_nbm.ipynb
   data_rrfs.ipynb
   data_navgem.ipynb


Other notebooks
---------------

- `Brian Cartopy Tools <https://github.com/blaylockbk/Carpenter_Workshop/blob/main/notebooks/demo_cartopy_tools.ipynb>`_
- `Make Cartopy maps with HRRR data <https://github.com/blaylockbk/Herbie/blob/main/notebooks/demo_plot-on-map-with-common-features.ipynb>`_


HRRR in Zarr Format
-------------------

Select parts of the HRRR archive are available in `Zarr <https://zarr.readthedocs.io/en/stable/>`_ format in the ``s3://hrrrzarr`` bucket on AWS developed by `Taylor Gowan <https://twitter.com/tayloragowan>`_ and managed by the MesoWest group at the University of Utah. Herbie doesn't download this type of data yet, but might in the future. For more information about HRRR-Zarr, read the `documentation <https://mesowest.utah.edu/html/hrrr/>`_.

To get started check out these notebooks:

- `Taylor Gowan: HRRR-Zarr examples <https://github.com/taylorgowan/zarr>`_
- `Kevin Tyle: HRRR-Zarr AMS Short Course <https://github.com/ktyle/python_pangeo_ams2021/blob/main/notebooks/03_Pangeo_HRRR.ipynb>`_

I haven't added Zarr functionality into `Herbie`, but I started to explore the capability. Here is my sandbox notebook...
- `Brian Blaylock: HRRR-Zarr sandbox <https://github.com/blaylockbk/Herbie/blob/main/notebooks/zarr_HRRR.ipynb>`_

