ArticleGlobal change biology2026
Mapping Global Terrestrial Spatiotemporal Dynamics of Atmospheric CO
Hanlin Feng, Xiang Wang, Philippe Ciais, Guo Chen, Xiaoying Gong, David Makowski, Lixin Wang, Zheng Fu
Abstract read
In one paragraphArticle in Global change biology, 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
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 registryThe 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 literatureWho cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
4 · The recordCorrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what moneyAuthors and funding
8 authors.
Hanlin FengKey Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China.
Xiang WangKey Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China.ORCID 0000-0002-1271-767X Philippe CiaisLaboratoire des Sciences du Climat et de l'Environnement, LSCE/IPSL, CEA-CNRS-UVSQ, Université Paris-Saclay, Gif-sur-Yvette, France.
Guo ChenCollege of Ecology and Environment, Chengdu University of Technology, Chengdu, Sichuan, China.ORCID 0000-0001-5104-6568 Xiaoying GongKey Laboratory for Subtropical Mountain Ecology, College of Geographical Sciences, Fujian Normal University, Fuzhou, China.
David MakowskiUnit Applied Mathematics and Computer Science (UMR MIA-PS) INRAE AgroParisTech Université Paris-Saclay, Palaiseau, France.
Lixin WangDepartment of Earth and Environmental Sciences, Indiana University Indianapolis, Indianapolis, Indiana, USA.
Zheng FuKey Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China.ORCID 0000-0001-7627-8824 Funding
National Key Research and Development Program of China 2024YFF1309000National Natural Science Foundation of China 42471122
6 · The paper itselfAbstract
The isotopic composition of atmospheric carbon dioxide (δ
Indexed as
AtmosphereCarbon CycleCarbon DioxideCarbon IsotopesSeasonsSpatio-Temporal AnalysisCarbon DioxideCarbon Isotopesatmospheric CO2carbon cycleglobal terrestrialisoscapemachine learningspatiotemporal dynamics
Identifiers
PMID42435375
PMCPMC13355870
What Socratic holds
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