Evidence map›Paper›PMID 37404537›Full record

ArticleFrontiers in plant science2023

Quantifying changes in soil organic carbon density from 1982 to 2020 in Chinese grasslands using a random forest model.

Jie Chen, Asim Biswas, Haohai Su, Jianjun Cao, Shuyan Hong, Hairu Wang, Xiaogang Dong

Open access · goldAbstract read
In one paragraph

Article in Frontiers in plant science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.6field-weighted citation impact, top 18% of its field
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

3 citing papers in PubMed, 9 citations in OpenAlex.

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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

7 authors at 2 institutions in 2 countries.

Jie ChenCollege of Geography and Environmental Science, Northwest Normal University, Lanzhou, China.
Asim BiswasSchool of Environmental Sciences, University of Guelph, Guelph, ON, Canada.
Haohai SuCollege of Geography and Environmental Science, Northwest Normal University, Lanzhou, China.
Jianjun CaoCollege of Geography and Environmental Science, Northwest Normal University, Lanzhou, China.
Shuyan HongCollege of Geography and Environmental Science, Northwest Normal University, Lanzhou, China.
Hairu WangCollege of Geography and Environmental Science, Northwest Normal University, Lanzhou, China.
Xiaogang DongCollege of Geography and Environmental Science, Northwest Normal University, Lanzhou, China.
Northwest Normal University · CNUniversity of Guelph · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

China has the second-largest grassland area in the world. Soil organic carbon storage (SOCS) in grasslands plays a critical role in maintaining carbon balance and mitigating climate change, both nationally and globally. Soil organic carbon density (SOCD) is an important indicator of SOCS. Exploring the spatiotemporal dynamics of SOCD enables policymakers to develop strategies to reduce carbon emissions, thus meeting the goals of "emission peak" in 2030 and "carbon neutrality" in 2060 proposed by the Chinese government. The objective of this study was to quantify the dynamics of SOCD (0-100 cm) in Chinese grasslands from 1982 to 2020 and identify the dominant drivers of SOCD change using a random forest model. The results showed that the mean SOCD in Chinese grasslands was 7.791 kg C m

Indexed as

carbon neutralitycarbon poolclimate changeemission peaksoil organic carbon

Identifiers

PMID37404537
PMCPMC10316965
OpenAlexW4375864350

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.