climate_modelling

• GUI folder contains linear regression model. To run:

  1. Install dependencies (tensorflow and wxPython)

     wxPython can be obtained from https://www.wxpython.org/pages/downloads/

     pip install -U wxPython
     

     should do the trick.

  2. Get data in .nc files

  3. Run gui.py

  4. Select data: click on '...', browse to the selected .nc file and then select the appropriate variable name, which is 'T2' for observational data and 'tas' for model data.

• gp folder contains gaussian process models. To run:

  1. Install GPy

     pip install GPy
     

     Documentation for GPy: https://pythonhosted.org/GPy/

  2. Run! gp_positional_temporal.py models the temperature at various locations, and gp_temporal.py models the temperature at a single location.

• basemap_example folder contains a single example of using Basemap to combine country borders with a heat map.