{"title":"The decoupling effect and its driving factors of carbon emissions in China's three major urban agglomerations","authors":"Huiping Wang, Shengjie Tan","doi":"10.1016/j.ecolind.2026.114718","DOIUrl":null,"url":null,"abstract":"<div><div>Achieving decoupling between economic growth and carbon emissions is a core requirement for China to attain its strategic “dual carbon” goals. As the primary spatial entities for economic activities and carbon emissions, urban agglomerations represent a critical battleground in this decoupling process; however, their decoupling pathways may exhibit significant variations due to differing development models. This study takes the three major urban agglomerations in China, namely the Beijing Tianjin Hebei (BTH), the Yangtze River Delta (YRD), and the Guangdong Hong Kong Macao Greater Bay Area (GBA), as research objects. It systematically examines the differentiated characteristics of their carbon decoupling status, green catch-up paths, and driving factors from 2013 to 2022. The findings reveal the following: (1) the decoupling process in the BTH exhibits significant volatility, reflecting a strong policy-driven nature. The decoupling status in the YRD remains generally stable, with weak decoupling maintained during most periods, highlighting its structural advantages as a pioneer in green development. The GBA demonstrates notable external sensitivity and structural resilience, with its path highly reliant on energy efficiency improvements and a service-oriented economic structure. (2) compared to benchmark cities, most cities in the BTH ultimately fall into negative catch-up, reflecting obstacles to green transformation under growth pressure and the vulnerability of surrounding areas. Most cities in the YRD shift from negative catch-up to expansionary catch-up, reflecting regional synergies without relying on high energy consumption for growth. The GBA gradually transitions from early negative catch-up in core cities to expansionary catch-up in most cities and even partial green catch-up in some, indicating a favorable development trend. (3) economic development is the dominant factor driving carbon emission growth, energy intensity serves as the core restraining force and plays a prominent role in the YRD and GBA, while the volatility of energy structure factors reveals that the replacement of clean energy still faces profound challenges</div></div>","PeriodicalId":11459,"journal":{"name":"Ecological Indicators","volume":"184 ","pages":"Article 114718"},"PeriodicalIF":8.7000,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ecological Indicators","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1470160X26001159","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/2/20 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Achieving decoupling between economic growth and carbon emissions is a core requirement for China to attain its strategic “dual carbon” goals. As the primary spatial entities for economic activities and carbon emissions, urban agglomerations represent a critical battleground in this decoupling process; however, their decoupling pathways may exhibit significant variations due to differing development models. This study takes the three major urban agglomerations in China, namely the Beijing Tianjin Hebei (BTH), the Yangtze River Delta (YRD), and the Guangdong Hong Kong Macao Greater Bay Area (GBA), as research objects. It systematically examines the differentiated characteristics of their carbon decoupling status, green catch-up paths, and driving factors from 2013 to 2022. The findings reveal the following: (1) the decoupling process in the BTH exhibits significant volatility, reflecting a strong policy-driven nature. The decoupling status in the YRD remains generally stable, with weak decoupling maintained during most periods, highlighting its structural advantages as a pioneer in green development. The GBA demonstrates notable external sensitivity and structural resilience, with its path highly reliant on energy efficiency improvements and a service-oriented economic structure. (2) compared to benchmark cities, most cities in the BTH ultimately fall into negative catch-up, reflecting obstacles to green transformation under growth pressure and the vulnerability of surrounding areas. Most cities in the YRD shift from negative catch-up to expansionary catch-up, reflecting regional synergies without relying on high energy consumption for growth. The GBA gradually transitions from early negative catch-up in core cities to expansionary catch-up in most cities and even partial green catch-up in some, indicating a favorable development trend. (3) economic development is the dominant factor driving carbon emission growth, energy intensity serves as the core restraining force and plays a prominent role in the YRD and GBA, while the volatility of energy structure factors reveals that the replacement of clean energy still faces profound challenges
期刊介绍:
The ultimate aim of Ecological Indicators is to integrate the monitoring and assessment of ecological and environmental indicators with management practices. The journal provides a forum for the discussion of the applied scientific development and review of traditional indicator approaches as well as for theoretical, modelling and quantitative applications such as index development. Research into the following areas will be published.
• All aspects of ecological and environmental indicators and indices.
• New indicators, and new approaches and methods for indicator development, testing and use.
• Development and modelling of indices, e.g. application of indicator suites across multiple scales and resources.
• Analysis and research of resource, system- and scale-specific indicators.
• Methods for integration of social and other valuation metrics for the production of scientifically rigorous and politically-relevant assessments using indicator-based monitoring and assessment programs.
• How research indicators can be transformed into direct application for management purposes.
• Broader assessment objectives and methods, e.g. biodiversity, biological integrity, and sustainability, through the use of indicators.
• Resource-specific indicators such as landscape, agroecosystems, forests, wetlands, etc.