Evidence map›Paper›PMID 42764353›Full record

ArticleNature communications2026

Navigating regional zero-carbon steel pathways in China by aligning spatial resource constraints with facility heterogeneity.

Yan Yan, Xinyuan Liu, Hancheng Dai, Ziwen Ruan, Xuying Wang, Ziqiao Zhou, Yilong Xiao, Jing Guo, Xiaohui Song, Yixuan Zheng and 5 more

Abstract read
In one paragraph

Article in Nature communications, 2026. 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

15 authors.

Yan Yan *School of Environment and Energy, South China University of Technology, Guangzhou, China.
Xinyuan Liu *College of Environmental Sciences and Engineering, Peking University, Beijing, China.
Hancheng DaiCollege of Environmental Sciences and Engineering, Peking University, Beijing, China. dai.hancheng@pku.edu.cn.ORCID http://orcid.org/0000-0003-4251-4707
Ziwen RuanCenter for Carbon Neutrality, Chinese Academy of Environmental Planning, Beijing, China.
Xuying WangKey Laboratory of Environmental Pollution and Greenhouse Gases Co-control, Ministry of Ecology and Environment, Chinese Academy of Environmental Planning, Beijing, China.
Ziqiao ZhouSchool of Energy and Environment, City University of Hong Kong, Hong Kong, China.
Yilong XiaoCollege of Environmental Sciences and Engineering, Peking University, Beijing, China.
Jing GuoCenter for Carbon Neutrality, Chinese Academy of Environmental Planning, Beijing, China.
Xiaohui SongCenter for Carbon Neutrality, Chinese Academy of Environmental Planning, Beijing, China.
Yixuan ZhengKey Laboratory of Environmental Pollution and Greenhouse Gases Co-control, Ministry of Ecology and Environment, Chinese Academy of Environmental Planning, Beijing, China.ORCID http://orcid.org/0000-0002-3429-5754
Ming RenSchool of Economics and Management, China University of Petroleum, Beijing, China.
Ge WangSchool of Economics and Management, North China Electric Power University, Beijing, China.ORCID http://orcid.org/0000-0001-8509-4349
Bofeng CaiCenter for Carbon Neutrality, Chinese Academy of Environmental Planning, Beijing, China.
Daiqi YeSchool of Environment and Energy, South China University of Technology, Guangzhou, China.ORCID http://orcid.org/0000-0001-9919-990X
Gang YanKey Laboratory of Environmental Pollution and Greenhouse Gases Co-control, Ministry of Ecology and Environment, Chinese Academy of Environmental Planning, Beijing, China. yangang@scies.org.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

China's iron and steel sector is pivotal to global industrial decarbonization, yet near-zero transition pathways under heterogeneous regional resource endowments remain poorly understood. Here we develop a plant-resolved, spatially explicit framework that integrates a facility-level emission database, a cost-minimizing technology model and geospatial resource matching. We find that blast furnace-basic oxygen furnace production accounts for 83% of sectoral emissions, while 35% of blast furnaces are 10-15 years old, creating retrofit opportunities and carbon lock-in risks. Achieving a 97% emissions reduction by 2060 requires accelerated retrofits before 2040, retirement of 140 small facilities, expansion of hydrogen metallurgy to 34.6%, and a limited role for carbon capture and storage at 12.1%. Relative to business as usual, the near-zero pathway cuts cumulative system costs by 2,184 billion United States dollars (USD) by 2060 despite USD 436 billion in stranded assets. Northern and coastal regions favour hydrogen metallurgy, whereas inland provinces concentrate 46% of national carbon capture capacity. This study highlights differentiated regional pathway for decarbonizing hard-to-abate sectors under technological lock-in and uneven resource endowments.

Identifiers

PMID42764353
PMCPMC13590617

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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.