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

Authors: Acosta, Mario C.; Palomas, Sergi; Valcke, Sophie; Bretonnière, Pierre-Antoine; Amjad, Muhammad; Mahmood, Asad; Smith, Paul; +2 Authors

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

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. This Version 1.0 is a draft copy of the guidelines for modelling centres for comment, Version 2.0 will be made available here for reference for the modelling centre staff to access for instructions and will be accompanied by a spreadsheet for each modelling centre to record data. 

Keywords

AFT, Climate, CMIP, Modelling, CMIP7

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average