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February 11, 20260 citationsOpen Access

Metrics to quantify performance, energy and CO₂ footprint of CMIP7 simulations

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MAMario AcostaSPSergi PalomasSVSophie Valcke

Key Points

  • This research aims to quantify the energy consumption and carbon footprint of CMIP7 climate simulations.
  • Established the Energy Consumption and Carbon Footprint Task Team
  • Collected energy consumption data from modelling centres
  • Provided updated guidelines for metric reporting
  • Captured energy use associated with climate model experiments
  • Estimated carbon footprint linked to CMIP7 activities
  • Updated guidelines encouraged broader participation from modelling centres

Abstract

Climate simulations are becoming increasingly complex, with each CMIP phase introducing more sophisticated models, a greater number of experiments, and larger ensembles, leading to a continuous rise in computational requirements. These simulations rely on some of the world’s most powerful supercomputers, which consume energy to reproduce the Earth’s climate. Yet, efforts to systematically quantify the computational cost, energy use, and environmental impact of CMIP activities have so far been limited. The Energy Consumption and Carbon Footprint Task Team was established to address this gap by measuring and reporting these aspects for the upcoming CMIP phase, CMIP7. For CMIP7, participating modelling centres are asked to report energy consumption, which enables the estimation of the carbon footprint associated with running climate model experiments. Modelling centres participating in CMIP7 are asked to provide these metrics for the experiments they are running for CMIP7 Assessment Fast Track and community MIPs. Version 1.2 updates the guidelines for Data Output Cost metric and fixes broken links. Version 1.3 updates the guidelines to remove reference to 'mandatory collection' of metrics and changes this to 'strongly recommended'. Also added further clarification of the dissemination process and the benefits for modelling centres to take part. Version 1.4 updates the Annex describing 'Computing the Number of grid points'.

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Cite This Study

Acosta et al. (2026) studied this question.

synapsesocial.com/papers/698c1bdc267fb587c655dd83https://doi.org/10.5281/zenodo.18549576
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