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Global Temperature Anomalies in Practice: An Open, Reproducible Framework for Baseline Harmonisation and ENSO-Aware Visualisation

Global Temperature Anomalies in Practice: An Open, Reproducible Framework for Baseline Harmonisation and ENSO-Aware Visualisation

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Authors

J. Eduardo Vera-Valdés

Abstract

We present a reproducible pipeline for downloading, processing, and harmonising global temperature anomaly series from HadCRUT5, GISTEMP, NOAAGlobalTemp, Berkeley Earth, and ERA5. All datasets are aligned to a common 1850-1900 pre-industrial baseline to enable direct comparison. The workflow also integrates the Oceanic Niño Index (ONI) to annotate El Niño and La Niña phases in the figures, helping distinguish short-term variability from the long-term warming signal. Final outputs are exported as transparent, analysis-ready CSV files, available through the repository.

DOI

https://doi.org/10.31223/X56N3Z

Subjects

Environmental Indicators and Impact Assessment, Environmental Sciences

Keywords

Temperature anomalies, Paris agreement, Open science

Dates

Published: 2026-06-02 00:03

Last Updated: 2026-06-02 00:03

License

CC BY Attribution 4.0 International

Metrics

Views: 16

Downloads: 1