update var name ERA5_ANN and its description, as it is a 30 year mean not an annual mean
TODO add smt in answer 2 of Questions 1.1 regarding longitude and latitude differences
too short before
Enhanced readability of Zonal wind plot with annotations
wind direction and poles (N, S)
Added Hint on how to interpret Hovmöller diagram
Added Hovmöller, heatmap, climate stripes links.
Rephrased Bonus section title and intro for more consistency
Tutorial 4
removed unused packages
added Figure Settings cell
Tutorial 5
adjust plotting acc to style file
no hardcoded
Tutorial 6
made Bonus
suggested by Jenna, discussed with Chi, good idea because 2nd day of the course
TODO review in code comments
TODO dropdown plot descriptions
Add dataset description, dims and grid info
helps to understand averaging and data selection code cells
COULDDO rename dim names of Dataset, e.g. 'year' to 'time', add units and dims
more effort but less confusing
Added quick plot do address 4d character of dataset
removed seaborn gridto simplify dependencies and replaced it by ax.grid(True)
Temporal summary
Name
Video length in min
Expected time to complete
Intro
31
Tutorial 1
30
Tutorial 2
25
Tutorial 3
40
Tutorial 4
20
Tutorial 5
30
Tutorial 6
30
Bonus
Sum
0
How to access ERA5 reanalysis data
.1Option CDS API (Copernicus), its python package cdsapi comes under Apache 2.0 license
Prerequisites:
CDS account - If one does not have a CDS account, create one HERE.
Accept the Copernicus licence by creating a test download using the CDS Download web form interface (see below).
Terms of use:
§2 Name and surname, a valid email account, and their country of residence and the sector in which users work. Please note that a user can be a person or an entity. The registration - and with it any license accepted thereunder - only applies to its named holder. Any user can only have one account.