Evidence map›Paper›PMID 41060478›Full record

ArticleCarbon balance and management2025

Quantifying spatiotemporal dynamics and driving factors of carbon stock with integrated model in Bohai Bay, China.

Feng Yan, Zimo Zhao, Jing Shan, Xinpeng Wang, Yuwen Zhang, Mengyao Wei, Huijin Pan, Xinyu Liang, Hao Xu, Jiao Pang and 1 more

Abstract read
In one paragraph

Article in Carbon balance and management, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

11 authors.

Feng Yan *School of Land and Resources, Hebei Agricultural University, Baoding, 071001, China.
Zimo Zhao *School of Land and Resources, Hebei Agricultural University, Baoding, 071001, China.
Jing Shan *School of Resources and Environmental Science, Hebei Agricultural University, Baoding, 071001, China.
Xinpeng WangSchool of Modern Science and Technology, Hebei Agricultural University, Baoding, 071001, China.
Yuwen ZhangSchool of Land and Resources, Hebei Agricultural University, Baoding, 071001, China.
Mengyao WeiSchool of Land and Resources, Hebei Agricultural University, Baoding, 071001, China.
Huijin PanSchool of Land and Resources, Hebei Agricultural University, Baoding, 071001, China.
Xinyu LiangSchool of Geology and Mining Engineering, Xinjiang University, Wulumuqi, 830047, China.
Hao Xu *School of Land and Resources, Hebei Agricultural University, Baoding, 071001, China. xuhao22003@126.com.
Jiao Pang *Department of Cultural Management, Hebei Agricultural University, Huanghua, 061100, China. pangjiao0218@163.com.
Yaheng Chen *School of Land and Resources, Hebei Agricultural University, Baoding, 071001, China. chenyaheng@126.com.

Funding

Hebei Provincial Social Science Fund (No.HB24YJ007)
6 · The paper itself

Abstract

The contradiction between rapid urbanization and ecological protection leads to the aggravation of carbon sink function differentiation in coastal areas. In this study, a framework of "historical assessment-future prediction-mechanism analysis" was constructed, and InVEST, PLUS, SEM, and OPGD models were integratedto study the dynamics of carbon storage and its driving mechanisms in three rapidly urbanizing coastal areas (Beidaihe, Caofeidian and Huanghua) in the Bohai Rim region of China. The main results showed that: (1) carbon storage showed the characteristics of periodic change-the expansion of low-carbon land led to the decline of carbon storage (2000-2010), and then Caofeidian achieved 1.50 × 10

Indexed as

Bohai BayCarbon stocksInVEST-PLUS modelLUCCOPGD-SEM

Identifiers

PMID41060478
PMCPMC12506324

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.