Usage

This repository also contains a Jupyter Notebook you can run live and experiment with, courtesy of the Binder project. The notebook can be viewed as a static version using nbviewer.

Basic example

import pyhector

output = pyhector.run(pyhector.ssp126)

Advanced example

import pyhector
import matplotlib.pyplot as plt
from pyhector import ssp119, ssp126, ssp245, ssp370, ssp434, ssp460, ssp534_over, ssp585

for ssp in [ssp119, ssp126, ssp245, ssp370, ssp434, ssp460, ssp534_over, ssp585]:
    output = pyhector.run(ssp, {"core": {"endDate": 2100}})
    temp = output["temperature.global_tas"]
    temp = temp.loc[1850:] - temp.loc[1850:1900].mean()
    temp.plot(label=ssp.name)
plt.title("Global mean temperature")
plt.ylabel("°C over pre-industrial (1850-1900 mean)")
plt.legend(loc="best")
plt.show()