Visualizing ECMWF's ERA5 Reanalysis from both Single and Pressure Levels and on hourly basis, at 0.25 x 0.25 degree. These dataset can be queried via NCAR/UCAR RDA (https://rda.ucar.edu/), direct to THREDDS Server (https://thredds.ucar.edu/thredds/catalog/catalog.html) or conviniently through CDS (https://cds.climate.copernicus.eu/#!/home).

These notebooks that I created are used for my bachelor's thesis. However, it can be used, accordingly based on your preference i.e. location, time, etc. Thus, you can definitely make improvements out of it.

As of April 6, 2023

Major Tweak(s):

1. Changes to the notebook involving Mean Precipitation. New custom cmaps at various rates.
2. Adjusted gaussian smoothing to most of the ERA5 Re notebooks.

Minor Tweak(s):

1. Subtle changes to plot titles involving symbols instead of proxy abbreviations.
2. Reversed the color scheme in Atmospheric Thickness to accomodate temperature variation.