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A Python package to read, analyse and visualise cGENIE Earth System Model output

Project description

Documentation Status PyPI version PyPI - Downloads DOI DOI License: GPL v3

cgeniepy is a Python package to analyse the output of cGENIE Earth System Model. It aims to provide a set of convenient tools for the post-simulation work, including analysing the model output, plotting publication-quality figures, and conducting model-data comparison.

cgeniepy is in beta stage with main functionalities being accompolished.

Installation

  1. Install from PyPI by running commands below in your terminal.
python3 -m pip install cgeniepy
  1. Install from GitHub:
python3 -m pip install git+https://github.com/ruiying-ocean/cgeniepy.git@master
  1. Install from conda
conda install --channel "ruiying" cgeniepy
  1. Install extra dependency
python3 -m pip install "cgeniepy[extra]"
  1. Update package
pip install --upgrade cgeniepy

Quickstart

I have uploaded a sample model run, which is a preindustrial spinup configuration with marine ecosystem and biogeochemistry enabled (C, P, Fe, Si, O).

import cgeniepy
from cgeniepy.model import GenieModel

model = cgeniepy.sample_model()
## for your own model experiment
model = GenieModel("directory_to_your_model_output")

## select variable -> select coordinate -> operation like mean or plot
model.get_var('ocn_sur_temp').isel(time=-1).plot(colorbar=True)

Documentation

An online documentation is hosted in readthedoc.

Citation

Ying, R. (2024). cgeniepy: A Python package for analysing cGENIE Earth System Model output. Journal of Open Source Software, 9(101), 6762. https://doi.org/10.21105/joss.06762

Logo

Logo is designed by me using free righteous font.

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