Evidence map›Paper›PMID 41353201›Full record

ArticleNature communications2025

CMIP6 models cannot capture long-term forced changes in the tropical Pacific sea surface temperature gradient.

Hannah Byrne, Richard Seager, Jason E Smerdon

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Hannah ByrneDepartment of Earth and Environmental Sciences, Columbia University, New York, NY, USA. hb2731@columbia.edu.ORCID http://orcid.org/0000-0001-7810-5978
Richard SeagerLamont-Doherty Earth Observatory, Columbia University, Palisades, NY, USA.ORCID http://orcid.org/0000-0003-4772-9707
Jason E SmerdonLamont-Doherty Earth Observatory, Columbia University, Palisades, NY, USA.ORCID http://orcid.org/0000-0001-6276-0249

Funding

NSF | GEO | Division of Atmospheric and Geospace Sciences (AGS) AGS-2101214NSF | GEO | Division of Ocean Sciences (OCE) OCE-221982
6 · The paper itself

Abstract

The observed zonal sea surface temperature gradient in the tropical Pacific has strengthened over the last 150 years, but many CMIP6 models simulate a forced weakening of this gradient over the same period. This has spurred a multi-decade debate over whether models are correctly representing dynamics in the tropical Pacific and whether the observed strengthening is a forced response. We comprehensively assess all observed and modeled gradient trends of 20 years or longer from 1870-2024 across five observational datasets and 14 CMIP6 large ensembles and find that models are not able to match many long-term trends in the observed gradient, especially those that end more recently. Models that are able to match these trends do so through excessive internal variability that compensates for their gradient-weakening forced responses. We additionally find that trends in the observed gradient strengthen at an increasing rate with time, a forced response that is in contrast to the behavior of most models.

Identifiers

PMID41353201
PMCPMC12775443

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.