Evidence map›Paper›PMID 42069856›Full record

ArticleScientific reports2026

Satellite estimation of global air sea CO

Yunlong Ji, Huisheng Wu, Xiaoke Liu, Wenliang Zhou, Lejie Wang, Long Cui

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Scientific reports, 2026. 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

6 authors.

Yunlong JiCollege of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, 266580, Shandong, China.
Huisheng WuCollege of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, 266580, Shandong, China. wuhuisheng@upc.edu.cn.
Xiaoke LiuCollege of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, 266580, Shandong, China.
Wenliang ZhouCollege of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, 266580, Shandong, China.
Lejie WangCollege of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, 266580, Shandong, China.
Long CuiCollege of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, 266580, Shandong, China.

Funding

National Natural Science Foundation of China 42074028
6 · The paper itself

Abstract

The global ocean carbon dioxide flux (air-sea) has shown a slow upward trend. Based on more than 160,000 quality-controlled measurements of surface ocean carbon dioxide fugacity from 2000 to 2020, a satellite-based ocean-atmosphere carbon dioxide fugacity (fCO

Indexed as

Air-sea carbon dioxide fluxGlobal oceanMachine learningRandom forestSatellite remote sensing

Identifiers

PMID42069856
PMCPMC13323403

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.