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GOCE_SECS-EICS

  1. Python Scripts for kriging SECS and EICS data and plotting.
  2. The scripts also plots GOCE data.

Make sure all the dependcies are installed if running this project from a different computer. The scripts for running the kriging and plottin of the data is under the folder SECS-EICS_krigger. The script to krig the SECS data is SECS_krig.py and for the EICS data it is EICS_krig.py.

Dependencies

geostatsmodels

For Kriging the library used is the geostatsmodel developed by Connor Johnson. The method of kriging used here is Simple Kriging, simple kriging involves interpolating the value at a give point using neighbouring points and a model to weight each neighbour based on its distance. The project page and example demonstration can be found here.

The github project for the geostatsmodel can be found here.

Please follow the outlined steps on geostatsmodel page for a proper installation. The library is provided in this package as well.

SciPy

For all the matrix operations and plotting the SciPy package is required. The SciPy installation link can be found here

Basemap Matplotlib Toolkit

For the spatial plotting of data, the basemap extension to matlplotlib is required. matplotlib is installed with SciPy but doesn't have the basemap extensions. Follow the instructions here for installing the basemap toolkit.