A Bibliometric Review of Research Progress on Carbon Emissions in Recycled Concrete
リサイクルコンクリートにおける炭素排出に関する研究進展の書誌計量レビュー (AI 翻訳)
Xinzhong Wang, Lingling Zhang, Qian Yang, Jinrui Zhou, Yuwen Sun, Biao Zhou
🤖 gxceed AI 要約
日本語
中国の「ダブルカーボン」戦略を背景に、リサイクルコンクリートのライフサイクル炭素排出に関する研究を書誌計量的にレビュー。2015~2025年の1340件の文献を分析し、研究は3段階に分かれ、現在は機械学習による排出予測や低炭素経路最適化がフロンティアであることを示した。今後の課題として、統一されたライフサイクル炭素会計の規格化とデータ駆動型の低炭素配合設計の開発を提言。
English
This bibliometric review analyzes 1,340 publications (2015-2025) on life-cycle carbon emissions of recycled concrete under China's Dual Carbon strategy. It identifies three research stages, with current frontiers in machine learning-based emission prediction and low-carbon optimization. The study calls for standardized carbon accounting specifications and data-driven mix proportion design models.
Unofficial AI-generated summary based on the public title and abstract. Not an official translation.
📝 gxceed 編集解説 — Why this matters
日本のGX文脈において
日本でも建設廃材のリサイクルと低炭素化は重要課題。本レビューが示すライフサイクル炭素会計の枠組みや機械学習活用は、日本の建設産業の脱炭素施策に示唆を与える。
In the global GX context
Globally, embodied carbon in construction is a growing concern. This review provides a structured overview of research on recycled concrete's carbon emissions, highlighting the role of ML prediction. It is relevant for countries pursuing circular economy in construction, such as under the EU's Level(s) framework.
👥 読者別の含意
🔬研究者:Provides a systematic mapping of research on recycled concrete carbon emissions, helping identify key literature, hotspots, and future directions.
🏢実務担当者:Construction firms can benchmark their life-cycle carbon accounting practices against the trends identified in this review.
🏛政策担当者:Offers insights for developing standardized carbon accounting rules for recycled construction materials, relevant to green building regulations.
📄 Abstract(原文)
Against the backdrop of China’s “Dual Carbon” strategy—the national strategic goal of achieving carbon peaking by 2030 and carbon neutrality by 2060—and the accelerated improvement of the solid waste governance system specified in the 15th Five-Year Plan, the low-carbon recycling of construction waste has become a core research topic for the sustainable development of the construction industry. To systematically reveal the evolutionary laws, research hotspots and frontier trends regarding the life-cycle carbon emissions of recycled concrete (this study defines its accounting scope clearly for the first time, covering three parts: ① direct carbon emissions generated in the stages of recycled aggregate recovery, processing, transportation and concrete mixing; ② indirect carbon emissions reduced by replacing the exploitation of natural aggregates with recycled aggregates; ③ potential carbon sequestration benefits brought by carbonation curing during the service phase of recycled concrete), the literature published from 2015 to 2025 retrieved from the CNKI and Web of Science Core Collection databases was selected as the research sample. Standardized data preprocessing was carried out: intra-database duplicate literatures were removed based on titles, authors and publication years, cross-database duplicate records were manually eliminated, and non-academic documents including news, editorial notes and conference abstracts were screened out. A total of 1340 valid publications were finally obtained to form the analysis dataset. Bibliometric tools CiteSpace and VOSviewer were adopted to quantitatively analyze the annual publication trends, national and institutional distribution, keyword co-occurrence clustering and temporal evolution characteristics in this research field. The results show that the annual publication volume concerning the life-cycle carbon emissions of recycled concrete presents a continuous upward trend, and the research development can be divided into three stages: initial exploration, rapid expansion and steady growth. China, the United States and Australia act as the core research forces in this field. Current research hotspots mainly focus on recycled aggregate modification, life-cycle assessment, carbon emission accounting, durability performance optimization and low-carbon preparation technologies, while research frontiers are gradually shifting toward multi-source data fusion, machine learning-based carbon emission prediction and low-carbon path optimization. Based on the quantitative bibliometric results, this study puts forward targeted priorities for future research: establishing a unified localized specification system for life-cycle carbon accounting, developing data-driven optimization models for the low-carbon mix proportion design of recycled concrete, and promoting the large-scale engineering demonstration and application of high-value resource utilization technologies, to facilitate the full life-cycle low-carbon transformation of construction waste recycling.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.3390/buildings16142710first seen 2026-07-10 05:30:45
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