Study
Opening the study…
Study
Opening the study…
What the work was done with, as its author lists it, so someone else can get the same things and do it again.
Other
Foster and Rahmstorf code and data archive (AdjustData.zip: ObservedData.csv with monthly NASA GISTEMP v4, NOAA GlobalTemp v6, HadCRUT5, Berkeley Earth and ERA5 global mean surface temperature, volcanic aerosol optical depth, NINO3.4 and sunspot number, 1880-2024)
https://doi.org/10.5281/zenodo.15608929
CC BY 4.0; fetched at run time via data/external.json, SHA-256 e7a2d90f1eb950bbb9ebe98602760ebf56c9b91f2607144020c1ec05ce6d751c
Other
Foster and Rahmstorf adjusted global mean surface temperature (GMST_adjusted.csv)
https://doi.org/10.5281/zenodo.15591644
CC BY 4.0; fetched at run time via data/external.json, SHA-256 c73b8d01cc7b87a3eb92bacb6313c171e030bc81ad97aa5024781c7c8fe44cb8
Software
Python 3.12 (official python:3.12-slim image)
https://www.python.org/ · RRID:SCR_008394
Software
NumPy 2.5.3
https://numpy.org/ · RRID:SCR_008633
Software
SciPy 1.18.1
https://scipy.org/ · RRID:SCR_008058
Software
pandas 3.0.6
https://pandas.pydata.org/ · RRID:SCR_018214
Software
statsmodels 0.15.0 (lowess, ARIMA)
https://www.statsmodels.org/ · RRID:SCR_016074