Inherent uncertainty disguises attribution of reduced atmospheric CO2 growth to CO2 emission reductions for up to a decade

The growth rate of atmospheric CO _2 on inter-annual time scales is largely controlled by the response of the land and ocean carbon sinks to climate variability. Therefore, the effect of CO _2 emission reductions to achieve the Paris Agreement on atmospheric CO _2 concentrations may be disguised by...

Full description

Bibliographic Details
Main Authors: Aaron Spring, Tatiana Ilyina, Jochem Marotzke
Format: Article
Language:English
Published: IOP Publishing 2020-01-01
Series:Environmental Research Letters
Subjects:
Online Access:https://doi.org/10.1088/1748-9326/abc443
_version_ 1797747718434586624
author Aaron Spring
Tatiana Ilyina
Jochem Marotzke
author_facet Aaron Spring
Tatiana Ilyina
Jochem Marotzke
author_sort Aaron Spring
collection DOAJ
description The growth rate of atmospheric CO _2 on inter-annual time scales is largely controlled by the response of the land and ocean carbon sinks to climate variability. Therefore, the effect of CO _2 emission reductions to achieve the Paris Agreement on atmospheric CO _2 concentrations may be disguised by internal variability, and the attribution of a reduction in atmospheric CO _2 growth rate to CO _2 emission reductions induced by a policy change is unclear for the near term. We use 100 single-model simulations and interpret CO _2 emission reductions starting in 2020 as a policy change from scenario Representative Concentration Pathway (RCP) 4.5 to 2.6 in a comprehensive causal theory framework. Five-year CO _2 concentration trends grow stronger in 2021–2025 after CO _2 emission reductions than over 2016–2020 in 30% of all realizations in RCP2.6 compared to 52% in RCP4.5 without CO _2 emission reductions. This implies that CO _2 emission reductions are sufficient by 42%, necessary by 31% and both necessary and sufficient by 22% to cause reduced atmospheric CO _2 trends. In the near term, these probabilities are far from certain. Certainty implying sufficient or necessary causation is only reached after, respectively, ten and sixteen years. Assessments of the efficacy of CO _2 emission reductions in the near term are incomplete without quantitatively considering internal variability.
first_indexed 2024-03-12T15:54:40Z
format Article
id doaj.art-55d71a6fcfa348ccbda387fc53ac1d9b
institution Directory Open Access Journal
issn 1748-9326
language English
last_indexed 2024-03-12T15:54:40Z
publishDate 2020-01-01
publisher IOP Publishing
record_format Article
series Environmental Research Letters
spelling doaj.art-55d71a6fcfa348ccbda387fc53ac1d9b2023-08-09T14:58:42ZengIOP PublishingEnvironmental Research Letters1748-93262020-01-01151111405810.1088/1748-9326/abc443Inherent uncertainty disguises attribution of reduced atmospheric CO2 growth to CO2 emission reductions for up to a decadeAaron Spring0https://orcid.org/0000-0003-0216-2241Tatiana Ilyina1https://orcid.org/0000-0002-3475-4842Jochem Marotzke2https://orcid.org/0000-0001-9857-9900Max Planck Institute for Meteorology , Hamburg, Germany; International Max Planck Research School of Earth System Modelling, IMPRS , Hamburg, GermanyMax Planck Institute for Meteorology , Hamburg, GermanyMax Planck Institute for Meteorology , Hamburg, GermanyThe growth rate of atmospheric CO _2 on inter-annual time scales is largely controlled by the response of the land and ocean carbon sinks to climate variability. Therefore, the effect of CO _2 emission reductions to achieve the Paris Agreement on atmospheric CO _2 concentrations may be disguised by internal variability, and the attribution of a reduction in atmospheric CO _2 growth rate to CO _2 emission reductions induced by a policy change is unclear for the near term. We use 100 single-model simulations and interpret CO _2 emission reductions starting in 2020 as a policy change from scenario Representative Concentration Pathway (RCP) 4.5 to 2.6 in a comprehensive causal theory framework. Five-year CO _2 concentration trends grow stronger in 2021–2025 after CO _2 emission reductions than over 2016–2020 in 30% of all realizations in RCP2.6 compared to 52% in RCP4.5 without CO _2 emission reductions. This implies that CO _2 emission reductions are sufficient by 42%, necessary by 31% and both necessary and sufficient by 22% to cause reduced atmospheric CO _2 trends. In the near term, these probabilities are far from certain. Certainty implying sufficient or necessary causation is only reached after, respectively, ten and sixteen years. Assessments of the efficacy of CO _2 emission reductions in the near term are incomplete without quantitatively considering internal variability.https://doi.org/10.1088/1748-9326/abc443internal variabilityatmospheric CO2fossil-fuel emission reductionsclimate policyuncertaintyParis Agreement
spellingShingle Aaron Spring
Tatiana Ilyina
Jochem Marotzke
Inherent uncertainty disguises attribution of reduced atmospheric CO2 growth to CO2 emission reductions for up to a decade
Environmental Research Letters
internal variability
atmospheric CO2
fossil-fuel emission reductions
climate policy
uncertainty
Paris Agreement
title Inherent uncertainty disguises attribution of reduced atmospheric CO2 growth to CO2 emission reductions for up to a decade
title_full Inherent uncertainty disguises attribution of reduced atmospheric CO2 growth to CO2 emission reductions for up to a decade
title_fullStr Inherent uncertainty disguises attribution of reduced atmospheric CO2 growth to CO2 emission reductions for up to a decade
title_full_unstemmed Inherent uncertainty disguises attribution of reduced atmospheric CO2 growth to CO2 emission reductions for up to a decade
title_short Inherent uncertainty disguises attribution of reduced atmospheric CO2 growth to CO2 emission reductions for up to a decade
title_sort inherent uncertainty disguises attribution of reduced atmospheric co2 growth to co2 emission reductions for up to a decade
topic internal variability
atmospheric CO2
fossil-fuel emission reductions
climate policy
uncertainty
Paris Agreement
url https://doi.org/10.1088/1748-9326/abc443
work_keys_str_mv AT aaronspring inherentuncertaintydisguisesattributionofreducedatmosphericco2growthtoco2emissionreductionsforuptoadecade
AT tatianailyina inherentuncertaintydisguisesattributionofreducedatmosphericco2growthtoco2emissionreductionsforuptoadecade
AT jochemmarotzke inherentuncertaintydisguisesattributionofreducedatmosphericco2growthtoco2emissionreductionsforuptoadecade