The Paleo Climate Challenge – Team Disentanglement

In this repository, you can find our code from the Paleo Climate Challenge HIDA datathon. We tried to disentangle volcanic from solar activities based on temperature data from the first 1000 years AD (via model simulations). Take a look at our presentation to get an overview of our work.

Installation

1. To execute the code in this repository, install Conda and execute the following commands:

   conda create --name disentanglement python=3.8
   pip install -r code/requirements.txt
   conda install -c conda-forge xarray netCDF4
   conda install -c conda-forge cartopy
   conda install -c conda-forge ipywidgets
   conda install nodejs
   jupyter labextension install @jupyter-widgets/jupyterlab-manager
   jupyter labextension install jupyterlab-plotly
   jupyter labextension install plotlywidget
   

2. Download the data and make them accessible by setting the DATA_PATH environment variable (see code/settings.py for details).