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Python for ocean - atmosphere science and engineering

Nicolas Fauchereau

METOCEAN talk, 16 February 2015

https://github.com/nicolasfauchereau/metocean


Some interesting tools

  • runipy (running IPython notebooks from the command line)

    see the note inside this notebook: older versions of runipy will not work with the new version of IPython (IPython 3.0) notebook (format V4). You will need to either upgrade using pip install https://github.com/paulgb/runipy/archive/master.zip
    or use nbconvert (which comes with IPython) and can now execute IPython notebooks in place.

  • Anaconda and conda

Some interesting libraries

Machine Learning in Python with scikit-learn

EOF decomposition using the eofs package

Calculate streamfunction and velocity potential from vector winds (U and V components) using windspharm

Wavelet analysis of climate time-series in Python

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