Package Summary¶
Basic Package¶
Quick Start¶
Xarray in 45 minutes (External link).
10 minutes to pandas (External link).
Climate Package¶
Listed in Xarray: see this webpage.
GeoCAT : NCL-related toolkit. It includes GeoCAT-comp and GeoCAT-viz.
MetPy : Weather data analysis and visualizaion.
Iris : Analysing and visualising package in Earth science data.
EOFS : EOF analysis package with Iris.
Regridding tool
Visualization Package¶
Matplotlib : Basic visualization package similar to MatLAB
Cartopy : Map visualization package.
PyNGL : Visualizain based on ncl. They don’t support anymore and it’s better to aovid.
GeoCAT-viz : Visualizaion package similar to NCL.
File IO Package¶
Other Resources¶
Applied Math (BYU) : Many useful documents for fundations of applied mathematics.
Machine Learning Mastery : Time Series Data Visualization with Python.
Geo Python : Python tutorial using pandas.