Eigen Microstates of LGMR Mid- to late Holocene Global SST

Usage

1. Clone the project repo
2. cd the project root directory
3. Create a Python virtual environment
4. install project with pip install -e .
5. download LGMR data
6. Run scripts or notebooks in the virtual environment.

Structure

src defined some source code for data processing, analysis and visulization, including two packages which can be installed by pip insatll -e .: lgmr_em for some data processing and analysis utils, and eigen_microstates for implementaion of eigen microstates.

notebooks/em_decomposition is the main notebook for data analysis and visualization.

scripts are essentially some extra scripts for plotting some figures in supplementary info.