Materiels divers pour le cours de Statistique

Fabio D'Andrea

1. – Class Slides

1.1 - Introduction to descriptive statistics (4 hours)

1.2 - Fourier analysis (3 hours)

1.3 - Stochastic processes (1 hour)

1.4 - Principal Component Analysis (4 hours)

1.5 - Cluster analysis (2 hours)

1.6 - Principal Component Analysis - complements (2 hours)

2. - Data

2.1 - Daily mean temperatures of some European Cities :
Berlin, Dublin, Frankfurt, Lisboa, Madrid, Marseille, Paris, Praha, Roma, Sarajevo, Stockholm, Toulouse

2.2 - Southern Oscillation Index

2.3 - Quasi Biennial Oscillation

2.4 - North Atlantic Oscillation Index

2.5 - 500 hPa Geopotential Height (ERA interim) Euro-Atlantic Region, Winter daily data (NETCDF)

2.6 - 500 hPa Geopotential Height (NCEP Reanalysis), Euro-Atlantic Region, Winter monthly data (NETCDF).

2.7 - Monthly Sea Surface Temperature, North Atlantic (Da Sylva) (NETCDF)

3. – Python Stuff

3.1 - A function that does the contour plot of a 2d geophysical field over a map.
Use this as an example to be adapted and inserted into your own codes. It requires matplotlib and cartopy.
cylmap.py

3.2 – Same as above but using basemap, if you have problems with cartopy in your environment.

cylmap_BM.py

4. – Matlab Stuff

4.1 - A script that does the contour plot of a 2d geophysical field over a map.
Use this as an example to be adapted and inserted into your own codes.
mapcyl.m

4.2 – A library for geophysical maps, you will need this to use the above script.
Download and unzip into your work directory, or anywhere you like and then then add the correct path to your scripts.
m_map1.4.zip

4.3 – Data in Matlab format:

4.3.1 same as in 2.1 but in matlab format, here.

4.3.2 - 500 hPa Geopotential Height (NCEP Reanalysis), Euro-Atlantic Region, Winter

Daily Data : Informations, Latitudes, Logitudes, Data

Monthly Data: Informations, Latitudes, Logitudes, Data

4.3.3 -  Monthly Sea Surface Temperature, North Atlantic (Da Sylva): Informations,

Latitudes, Longitudes, Data