Evidence map›Paper›PMID 40830620›Full record

ArticleScientific reports2025

Integrating land use simulation and carbon assessment for sustainable urban planning in Fuzhou metropolitan area using PLUS and InVEST models.

Qiuyi Zhang, Ronghui Huang, Changhua Zhu, Liyun Huang, Di Yang

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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. 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

5 authors.

Qiuyi ZhangCollege of Architecture and Urban Planning, Fujian University of Technology, Fuzhou, 350118, China. zhangqy@fjut.edu.cn.
Ronghui HuangCollege of Architecture and Urban Planning, Fujian University of Technology, Fuzhou, 350118, China.
Changhua ZhuCollege of Architecture and Urban Planning, Fujian University of Technology, Fuzhou, 350118, China.
Liyun HuangCollege of Architecture and Urban Planning, Fujian University of Technology, Fuzhou, 350118, China. 16397562@qq.com.
Di YangKey Laboratory of Ecology and Energy Saving Study of Dense Habitat, Ministry of Education, Shanghai, 200092, China. 2533129073@qq.com.

Funding

Humanities and Social Sciences Research of the Ministry of Education (22YJC840041)the Natural Resources Science and Technology Innovation Project of Fujian Province (KY-030000-04-2024-032)the open fund of Key Laboratory of Ecology and Energy Saving Study of Dense Habitat of the Ministry of Education (20230104)the Open Fund of Key Laboratory of Monitoring, Evaluation and Early Warning of Territorial Spatial Planning Implementation, Ministry of Natural Resources (LMEE-KF2023002)
6 · The paper itself

Abstract

In the pursuit of sustainable urban planning, integrating land use simulation with carbon storage assessment is crucial for achieving the "dual carbon" goals. This study focuses on the Fuzhou Metropolitan Area, utilizing land use data from 2000, 2010, and 2020. By establishing three future development scenarios-natural, urban, and dual-carbon target scenarios-based on the "Fuzhou Metropolitan Area Development Plan," this research employ the Patch-generating Land Use Simulation (PLUS) and the Integrated Valuation of Ecosystem Services and Trade-offs (InVEST) models. The analysis reveals that from 2000 to 2020, the areas of cultivated land, forest land, grassland, and water bodies decreased, while construction land and bare land increased. Notably, the nighttime lighting factor significantly impacts land use changes, with elevation playing a crucial role in changes to water bodies and bare land. Under natural and urban development scenarios, carbon storage exhibits a downward trend, whereas the dual-carbon target scenario limits construction land expansion and reverses this trend, resulting in increased carbon storage. Based on these insights, this study proposes a three-stage urban planning strategy: strengthening carbon assessment in the early stages, fostering cross-departmental collaboration during implementation, and ensuring dynamic monitoring and adaptive adjustments in the later stages. This approach aims to harmonize urban development with ecological conservation, thereby maximizing economic and ecological benefits and supporting the achievement of the "dual carbon" policy goals.

Indexed as

Carbon storageFuzhou metropolitan areaInVEST modelLand use changeLand use simulationPLUS model

Identifiers

PMID40830620
PMCPMC12365082

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.