Geodels / global_LEC

global_LEC

This is a repo for looking how to efficiently perform global LEC analysis.

Things to look at

• single_point_analysis.ipynb is a nice way to explore how the algorithm works when looking at a single starting point. It visualises the paths taken, and the costs it calculates.

• australia.ipynb shows how to use the same code to perform an LEC analysis on the scale of Australia, using parallel map functions for speedup.

• ugs.py has all the code for doing the slightly modified Dijkstra's algorithm

Data origins

The data was taken from the escape models notebooks.

How to run:

Checkout this repo, and cd into it. Then run:

docker run -d -v $PWD:/live/share -p 127.0.0.1:8888:8888 geodels/escape-docker:python3

and then connect to the running JuPyter Notebook server.