Evidence map›Paper›PMID 41735339›Full record

ArticleScientific data2026

Global daily CO

Tao Li, Lixing Wang, Zihan Qiu, Philippe Ciais, Steven J Davis, Zhu Deng, Yufei Zhao, Glen P Peters, Piyu Ke, Matthew W Jones and 9 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Scientific data, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Global daily COScientific data · 2026
    Article
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

19 authors.

Tao LiDepartment of Earth System Science, Tsinghua University, Beijing, 100084, China.
Lixing WangDepartment of Earth System Science, Tsinghua University, Beijing, 100084, China.ORCID http://orcid.org/0009-0009-6500-2369
Zihan QiuTsinghua University Institute for Interdisciplinary Information Sciences (IIIS) FIT Building, Tsinghua University, Beijing, 100084, China.
Philippe CiaisLaboratoire des Sciences du Climat et de l'Environnement, IPSL, CEA/CNRS/UVSQ, Université Paris-Saclay, Paris, 91191, France.ORCID http://orcid.org/0000-0001-8560-4943
Steven J DavisDepartment of Earth System Science, Stanford University, Stanford, CA, 94305, USA.ORCID http://orcid.org/0000-0002-9338-0844
Zhu DengDepartment of Geography, The University of Hong Kong, Hong Kong SAR, 999077, China.ORCID http://orcid.org/0000-0002-6409-9578
Yufei ZhaoSchool of Earth Sciences, Zhejiang University, Hangzhou, 310058, China.
Glen P PetersCICERO Center for International Climate Research, Oslo, 0349, Norway.ORCID http://orcid.org/0000-0001-7889-8568
Piyu KeDepartment of Earth System Science, Tsinghua University, Beijing, 100084, China.ORCID http://orcid.org/0000-0003-0353-6313
Matthew W JonesTyndall Centre for Climate Change Research, School of Environmental Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK.ORCID http://orcid.org/0000-0003-3480-7980
Robbie M AndrewCICERO Center for International Climate Research, Oslo, 0349, Norway.ORCID http://orcid.org/0000-0001-8590-6431
Ye HaoCollege of Land Science and Technology, China Agricultural University, Beijing, 100193, China.
Taochun SunDepartment of Earth System Science, Tsinghua University, Beijing, 100084, China.ORCID http://orcid.org/0000-0003-3640-6005
Xiaoting HuangDepartment of Earth System Science, Tsinghua University, Beijing, 100084, China.ORCID http://orcid.org/0000-0002-5668-4320
Robert B JacksonDepartment of Earth System Science, Stanford University, Stanford, CA, 94305, USA.ORCID http://orcid.org/0000-0001-8846-7147
Pierre FriedlingsteinFaculty of Environment, Science and Economy, University of Exeter, Exeter, EX4 4QF, UK.ORCID http://orcid.org/0000-0003-3309-4739
Chenxi LuMercator Research Institute on Global Commons and Climate Change, Berlin, Germany Sustainability Economics of Human Settlements, Technical University Berlin, Berlin, 10623, Germany.
Duo CuiDepartment of Earth Science, The University of Hong Kong, Hong Kong SAR, 999077, China.
Zhu LiuInternational Research Center of Big Data for Sustainable Development Goals, Beijing, China. zhuliu@tsinghua.edu.cn.ORCID http://orcid.org/0000-0002-8968-7050

Funding

National Natural Science Foundation of China (National Science Foundation of China) 72394402
6 · The paper itself

Abstract

As extreme temperature events become increasingly frequent, there is a growing need for daily CO

Identifiers

PMID41735339
PMCPMC13079762

What Socratic 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 Socratic graph.