Cleaner Environmental Systems最新文献

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Comparison of the environmental impacts of perovskite/silicon tandem and silicon heterojunction photovoltaic modules using a parameterised approach 采用参数化方法比较钙钛矿/硅串联和硅异质结光伏组件对环境的影响
IF 4.9
Cleaner Environmental Systems Pub Date : 2026-03-01 Epub Date: 2025-12-27 DOI: 10.1016/j.cesys.2025.100388
Lu Wang , Mathilde Marchand , Lars Oberbeck , Raphaël Jolivet , Alejandra Cue Gonzalez , Paula Perez-Lopez
{"title":"Comparison of the environmental impacts of perovskite/silicon tandem and silicon heterojunction photovoltaic modules using a parameterised approach","authors":"Lu Wang ,&nbsp;Mathilde Marchand ,&nbsp;Lars Oberbeck ,&nbsp;Raphaël Jolivet ,&nbsp;Alejandra Cue Gonzalez ,&nbsp;Paula Perez-Lopez","doi":"10.1016/j.cesys.2025.100388","DOIUrl":"10.1016/j.cesys.2025.100388","url":null,"abstract":"<div><div>Photovoltaic technology is pivotal in the global energy transition, and while emerging technologies promise better performance, their environmental impacts must be carefully evaluated. Among these, perovskite/silicon (PSK/Si) tandem technology has garnered significant attention. However, existing Life Cycle Assessment studies on PSK/Si tandems exhibit significant uncertainty, complicating comparisons of environmental performance across different technologies. This study offers a comparative analysis of the environmental impacts of different PSK/Si tandem modules and silicon heterojunction (SHJ) modules, explicitly incorporating multiple sources of uncertainty to ensure a more comprehensive and reliable comparison. Uncertainty sources include uncertainty in 21 variable parameters (e.g., lifetime and power conversion efficiency), differences between two-terminal and four-terminal tandem architectures, and alternative degradation scenarios of tandem modules. Propagating these uncertainties through parameterised models allows for a direct comparison of the resulting distributions of environmental impacts for tandem and SHJ modules. For example, in the case of modules manufactured in France, PSK/Si tandems show climate change impacts ranging from 5.5 to 8.7 g CO<sub>2</sub> eq/kWh, whereas SHJ modules range from 6.3 to 9.4 g CO<sub>2</sub> eq/kWh. To streamline comparisons, global sensitivity analysis identifies the key parameters contributing most significantly to output uncertainty. These insights inform the development of simplified arithmetic models that require only a limited set of key inputs. Such models enable rapid, accurate estimation of environmental impacts for both PSK/Si tandem and SHJ modules, facilitating efficient and reliable comparisons. Overall, this work enhances understanding of the environmental performance of PSK/Si tandem and SHJ modules and supports strategies to improve their sustainability, thereby guiding strategic decision-making in the renewable energy sector.</div></div>","PeriodicalId":34616,"journal":{"name":"Cleaner Environmental Systems","volume":"20 ","pages":"Article 100388"},"PeriodicalIF":4.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145938435","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Detailed and simplified parameterized LCA models for early-stage energy projects: A microalgae-based biogas case 早期能源项目详细和简化的参数化LCA模型:以微藻为基础的沼气为例
IF 4.9
Cleaner Environmental Systems Pub Date : 2026-03-01 Epub Date: 2025-12-06 DOI: 10.1016/j.cesys.2025.100384
Andriamahefasoa Rajaonison , Benoît Gschwind , Raphaël Jolivet , Cintia Gómez-Serrano , Francisco Gabriel Acién Fernández , Silvia Greses , Cristina González-Fernández , Paula Pérez-López , Thierry Ranchin
{"title":"Detailed and simplified parameterized LCA models for early-stage energy projects: A microalgae-based biogas case","authors":"Andriamahefasoa Rajaonison ,&nbsp;Benoît Gschwind ,&nbsp;Raphaël Jolivet ,&nbsp;Cintia Gómez-Serrano ,&nbsp;Francisco Gabriel Acién Fernández ,&nbsp;Silvia Greses ,&nbsp;Cristina González-Fernández ,&nbsp;Paula Pérez-López ,&nbsp;Thierry Ranchin","doi":"10.1016/j.cesys.2025.100384","DOIUrl":"10.1016/j.cesys.2025.100384","url":null,"abstract":"<div><div>Developing renewable energy projects is a key strategy to reduce environmental impacts in the energy sector. Initial phases of the implementation of such kinds of projects include feasibility studies, conceptual design, and design development and permitting, with environmental considerations being crucial. This paper proposes detailed and simplified Life Cycle Assessment (LCA) models to support project developers. The study focuses on three specific environmental impact categories: abiotic depletion potential of fossil fuels (ADP:FF) and minerals/metals (ADP:MM) and climate change. These categories were selected to ease explanation and their direct relationship with system inputs and outputs facilitate the improvement of overall performance. Detailed models help project developers with the support of LCA experts identify processes contributing the most to environmental impacts, facilitating improvements during conceptual design, and design development and permitting. Simplified models can be directly and easily used by project developers to analyze environmental compliance of project options during feasibility studies. A detailed model uses parameters to describe system inputs and outputs, which is then simplified through Global Sensitivity Analysis to reduce the number of these parameters. In this paper, the proposed approach is applied to a microalgae-based biogas production system. Our detailed model uses 39 parameters, identifying materials and energy flows contributing to environmental impacts. Main contributors are enzymes production for pretreatment and CO<sub>2</sub> production for cultivation. The simplified models generated in this paper ease early estimation of environmental performance thanks to the use of less than 19 parameters instead of 39, reducing data collection time.</div></div>","PeriodicalId":34616,"journal":{"name":"Cleaner Environmental Systems","volume":"20 ","pages":"Article 100384"},"PeriodicalIF":4.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145938440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Literature review of impact assessment methodologies in the bioeconomy 生物经济中影响评估方法的文献综述
IF 4.9
Cleaner Environmental Systems Pub Date : 2026-03-01 Epub Date: 2026-02-05 DOI: 10.1016/j.cesys.2026.100410
Maria Ana Romero , José M. Gil
{"title":"Literature review of impact assessment methodologies in the bioeconomy","authors":"Maria Ana Romero ,&nbsp;José M. Gil","doi":"10.1016/j.cesys.2026.100410","DOIUrl":"10.1016/j.cesys.2026.100410","url":null,"abstract":"<div><div>This study conducts a comprehensive review and analysis of the scientific literature focused on methodologies used to assess the impact of the bioeconomy. The Scopus database was employed, together with analytical tools such as R and the Bibliometrix package, to perform co-authorship network analysis, thematic clustering, a review of the most applied methodologies, and multiple correspondence analysis of thematic evolution during 2014–2024.</div><div>Results show that bioeconomy research has mainly focused on environmental impact and life-cycle assessment, while progressively integrating cross-cutting concepts such as climate change, circular economy, and environmental economics. The formation of thematic clusters linked to countries, universities, and research centers is observed, alongside a significant increase in publications over the last decade, with more than 80% of papers published in high-impact journals.</div><div>From a methodological perspective, there is limited use of Input–Output (IO), Multi-Regional Input–Output (MRIO), and Computable General Equilibrium (CGE) models, despite their relevance for assessing systemic impacts. This gap highlights opportunities for future research to address the aggregate effects of the bioeconomy from macroeconomic and territorial perspectives. Applying these tools, particularly at regional levels, is essential to support evidence-based public policies that foster a fair, resilient, and sustainable transition.</div><div>Bioeconomy research is expected to continue evolving, with greater emphasis on quantifying economic and environmental impacts. Robust methodologies such as IO, MRIO, CGE, and their environmentally extended variants (EEIO) will be key to capturing systemic effects, value-chain linkages, and sectoral shifts, thereby enhancing the bioeconomy's transformative potential.</div></div>","PeriodicalId":34616,"journal":{"name":"Cleaner Environmental Systems","volume":"20 ","pages":"Article 100410"},"PeriodicalIF":4.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147395484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative life cycle assessment of recycling nickel slag in various production industries 不同生产行业回收镍渣的生命周期比较评价
IF 4.9
Cleaner Environmental Systems Pub Date : 2026-03-01 Epub Date: 2025-12-24 DOI: 10.1016/j.cesys.2025.100387
He Zhou , Wen Li , Hakan Basarir , Thomas Poulet , Ali Karrech
{"title":"Comparative life cycle assessment of recycling nickel slag in various production industries","authors":"He Zhou ,&nbsp;Wen Li ,&nbsp;Hakan Basarir ,&nbsp;Thomas Poulet ,&nbsp;Ali Karrech","doi":"10.1016/j.cesys.2025.100387","DOIUrl":"10.1016/j.cesys.2025.100387","url":null,"abstract":"<div><div>Nickel is an important element for the development of telecommunication, energy storage, and electric vehicles. However, large amounts of nickel slag are generated during the smelting process, posing threats to ecosystem and human health if landfilled, so the selection of appropriate nickel slag recycling technologies is vital to the environment. In this study, we evaluate nickel slag as potential input material for geopolymer pipes, asphalt, concrete, and mine backfill production in Australia. A cradle-to-gate life cycle assessment (LCA) is conducted to investigate the environmental impacts of those products embedding nickel slag, and the relevant influence compared to nickel slag landfilling. The results indicate that incorporating nickel slag in geopolymer pipes and mine backfill is more beneficial to the products’ sustainability. Notably, compared to the landfilling scenario, all the recycling applications are encouraged to be applied in practice.</div></div>","PeriodicalId":34616,"journal":{"name":"Cleaner Environmental Systems","volume":"20 ","pages":"Article 100387"},"PeriodicalIF":4.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145977437","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Circular economy, circularity, and sustainability: A systematic review and conceptual framework 循环经济、循环性和可持续性:系统回顾和概念框架
IF 4.9
Cleaner Environmental Systems Pub Date : 2026-03-01 Epub Date: 2026-02-10 DOI: 10.1016/j.cesys.2026.100405
Anteneh D. Sewenet , Youssef Boulaksil , Paola Pisano
{"title":"Circular economy, circularity, and sustainability: A systematic review and conceptual framework","authors":"Anteneh D. Sewenet ,&nbsp;Youssef Boulaksil ,&nbsp;Paola Pisano","doi":"10.1016/j.cesys.2026.100405","DOIUrl":"10.1016/j.cesys.2026.100405","url":null,"abstract":"<div><div>Circular economy (CE), circularity, and sustainability are conceptually distinct yet intrinsically interconnected frameworks that collectively offer transformative potential for addressing global environmental, economic, and social challenges. While each has received substantial scholarly attention, their integrative relationships and cumulative implications remain under-theorized and operationalized. In particular, the link between circularity (the extent to which materials and products circulate within closed loops) and broader sustainability outcomes lacks systematic examination. This study presents a systematic literature review of 151 peer-reviewed articles retrieved from the Scopus and Web of Science databases following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA 2020) protocol. Through a critical synthesis and thematic analysis, this review evaluates foundational conceptual constructs, emergent research themes, and enduring conceptual and methodological gaps within the CE–circularity–sustainability nexus. In response, this review proposes a conceptual framework that elucidates the dynamic interlinkages among these concepts, thereby providing a structured pathway to guide interdisciplinary research, policy development, and strategic practice towards integrated and systemic sustainable development.</div></div>","PeriodicalId":34616,"journal":{"name":"Cleaner Environmental Systems","volume":"20 ","pages":"Article 100405"},"PeriodicalIF":4.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147395482","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Corrigendum to “Life cycle assessment of passive radiative cooling materials” [Clean. Environ. Syst. 18 (2025) 100319] “被动辐射冷却材料的生命周期评估”的勘误表[清洁。环绕。系统18 (2025)100319]
IF 4.9
Cleaner Environmental Systems Pub Date : 2026-03-01 Epub Date: 2025-09-12 DOI: 10.1016/j.cesys.2025.100329
Anastasia Athanasopoulou , Dimitra Papadaki , Chrysanthi Efthymiou , Lorenzo Pattelli , Margarita-Niki Assimakopoulos
{"title":"Corrigendum to “Life cycle assessment of passive radiative cooling materials” [Clean. Environ. Syst. 18 (2025) 100319]","authors":"Anastasia Athanasopoulou ,&nbsp;Dimitra Papadaki ,&nbsp;Chrysanthi Efthymiou ,&nbsp;Lorenzo Pattelli ,&nbsp;Margarita-Niki Assimakopoulos","doi":"10.1016/j.cesys.2025.100329","DOIUrl":"10.1016/j.cesys.2025.100329","url":null,"abstract":"","PeriodicalId":34616,"journal":{"name":"Cleaner Environmental Systems","volume":"20 ","pages":"Article 100329"},"PeriodicalIF":4.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147395489","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Corporate social responsibility and green dynamic capabilities as drivers of environmental performance in volatile contexts 企业社会责任和绿色动态能力作为多变环境下环境绩效的驱动因素
IF 4.9
Cleaner Environmental Systems Pub Date : 2026-03-01 Epub Date: 2026-01-08 DOI: 10.1016/j.cesys.2026.100396
Saeid Karimi , Fatemeh Mohammadi , Ahmad Yaghoubi Farani
{"title":"Corporate social responsibility and green dynamic capabilities as drivers of environmental performance in volatile contexts","authors":"Saeid Karimi ,&nbsp;Fatemeh Mohammadi ,&nbsp;Ahmad Yaghoubi Farani","doi":"10.1016/j.cesys.2026.100396","DOIUrl":"10.1016/j.cesys.2026.100396","url":null,"abstract":"<div><div>The relevance of corporate social responsibility (CSR) to business operations is widely acknowledged; however, the mechanisms and circumstances under which CSR enhances environmental performance in small enterprises—especially in developing economies—remain insufficiently understood. Grounded in the perspectives of dynamic capabilities and the natural resource-based view, this research investigates how CSR influences environmental performance through the development of green dynamic capabilities. Moreover, it considers contextual volatility as a contextual factor that moderates the relationship between green dynamic capabilities and environmental performance. Empirical evidence was obtained via survey data collected from 103 greenhouse managers in Iran. Findings from structural equation modeling demonstrate a direct positive link between CSR and environmental performance. In addition, CSR promotes the development of green dynamic capabilities, which subsequently foster improved environmental outcomes. Nevertheless, when contextual volatility is high, the beneficial effect of green dynamic capabilities on environmental performance diminishes. These results underscore CSR's strategic value for small firms in resource-limited contexts. For policymakers, the study suggests providing incentives to encourage CSR practices, while managers are advised to strengthen green dynamic capabilities to maintain environmental progress in volatile markets.</div></div>","PeriodicalId":34616,"journal":{"name":"Cleaner Environmental Systems","volume":"20 ","pages":"Article 100396"},"PeriodicalIF":4.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147395690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mapping the circular economy: Insights from 2,701 indicators 绘制循环经济:来自2701个指标的见解
IF 4.9
Cleaner Environmental Systems Pub Date : 2026-03-01 Epub Date: 2025-12-30 DOI: 10.1016/j.cesys.2025.100392
Zahir Barahmand , Liang Wang , Marianne Eikeland
{"title":"Mapping the circular economy: Insights from 2,701 indicators","authors":"Zahir Barahmand ,&nbsp;Liang Wang ,&nbsp;Marianne Eikeland","doi":"10.1016/j.cesys.2025.100392","DOIUrl":"10.1016/j.cesys.2025.100392","url":null,"abstract":"<div><div>The circular economy (CE) is widely seen as a path to sustainability, yet it remains unclear whether its indicators fully reflect its overall contribution. Despite rapid growth, current classifications of CE indicators remain fragmented and are often based on limited datasets. To address this, this study maps 2701 CE indicators to provide a comprehensive overview of their thematic and structural distribution. A six-domain framework was applied (covering environmental, economic, social, circularity, technological, and legislative dimensions) and organized into 21 classes and 118 subgroups. To address inconsistencies, a hybrid labeling approach was introduced for classifying data types and economic levels. Results show that CE indicators collectively span all sustainability domains but remain unevenly distributed, with quantitative and meso-level indicators prevailing and micro-level ones underrepresented. Three key insights emerge: (1) large datasets reduce bias in CE assessment; (2) multi-level classification enables clearer interpretation; and (3) binary labeling oversimplifies contextual complexity. Overall, this mapping demonstrates that CE measurement has expanded beyond traditional circularity metrics toward broader sustainability integration, providing a foundation for more coherent indicator development and policy alignment.</div></div>","PeriodicalId":34616,"journal":{"name":"Cleaner Environmental Systems","volume":"20 ","pages":"Article 100392"},"PeriodicalIF":4.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145938432","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Applications of agent-based modelling in circular economy research: A systematic literature review 基于主体的模型在循环经济研究中的应用:系统文献综述
IF 4.9
Cleaner Environmental Systems Pub Date : 2026-03-01 Epub Date: 2026-01-26 DOI: 10.1016/j.cesys.2026.100402
Samuel Assefa , J. Gareth Polhill , Jianyu Chen , Ryu Koide , Kathryn Colley , Alice Hague , Tony Craig
{"title":"Applications of agent-based modelling in circular economy research: A systematic literature review","authors":"Samuel Assefa ,&nbsp;J. Gareth Polhill ,&nbsp;Jianyu Chen ,&nbsp;Ryu Koide ,&nbsp;Kathryn Colley ,&nbsp;Alice Hague ,&nbsp;Tony Craig","doi":"10.1016/j.cesys.2026.100402","DOIUrl":"10.1016/j.cesys.2026.100402","url":null,"abstract":"<div><div>The transition to a circular economy (CE) requires systemic perspectives to comprehend the complex behaviours of actors and support their decision-making processes. Agent-based modelling (ABM) has proven to be a promising approach to studying complex nonlinear phenomena in human and natural systems like CE. This critical review paper aims to understand the current state of ABM application in CE research and explore potential future study areas. Bibliometric and content analyses were applied with a stock of 45 articles employing ABM in CE, in addition to 13,797 CE articles that have <em>not</em> utilized ABM. The results called for expanding the application areas of CE research using ABM, focusing on policy and institutional environment, sustainable life cycle management, broadening scope of CE strategies, and social and environmental impacts. The content analysis revealed the need to employ more robust and up-to-date methodologies, such as theories underpinning agent behaviours, data sources and assumptions, validation and simulation procedure, replication of model runs, model representation and documentation, and stakeholders’ participation in the modelling process. This study introduces a participatory-integrated framework designed to equip CE researchers employing ABM with guidance for robust modelling and simulation practices. Such ABMs will offer valuable insights for developing effective policies, strategies, and business practices toward enhanced sustainability.</div></div>","PeriodicalId":34616,"journal":{"name":"Cleaner Environmental Systems","volume":"20 ","pages":"Article 100402"},"PeriodicalIF":4.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146077742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
How to harmonize the ecological security pattern and economic production space of the Chengdu-Chongqing urban agglomeration? A Study on Sustainable Development Modeling 如何协调成渝城市群生态安全格局与经济生产空间?可持续发展模型研究
IF 4.9
Cleaner Environmental Systems Pub Date : 2026-03-01 Epub Date: 2026-01-30 DOI: 10.1016/j.cesys.2026.100401
Ao Kang , Ying Huang , Jiajing Li , Xinyu Lin , Xiaoyu Gan
{"title":"How to harmonize the ecological security pattern and economic production space of the Chengdu-Chongqing urban agglomeration? A Study on Sustainable Development Modeling","authors":"Ao Kang ,&nbsp;Ying Huang ,&nbsp;Jiajing Li ,&nbsp;Xinyu Lin ,&nbsp;Xiaoyu Gan","doi":"10.1016/j.cesys.2026.100401","DOIUrl":"10.1016/j.cesys.2026.100401","url":null,"abstract":"<div><div>Sustainable urban agglomerations aim to provide ecologically sound and economically thriving environments for human habitation. The construction of ecological security pattern (ESP) can effectively coordinate the relationship between ecological preservation and economic development. However, the traditional research of ESP has not considered enough economic production activities. This study uses the 2021 Chengdu-Chongqing Urban Agglomeration (CCUA) as a case study. It introduces an industrial measurement based on machine learning to characterize the economic production pattern (EPP) in the context of ESP, and establishes a sustainable development pattern (SDP) by resolving conflicts between ESP and EPP on the same map. The results showed that: (1) The ESP of the CCUA was characterized by “external encirclement and internal linkage”. (2) The EPP of the CCUA presented the characteristics of “dual-core drive, axis series connection”. (3) Ecological-economic conflicts are mainly reflected in the vulnerability of low-grade ecological resources to economic activities and the serious ecological issues in economically active areas. (4) Finally, the construction of the SDP of “one Development Main Axis, two Economic Development Cores, two Industrial Development Belts, five Ecological Axis and five Ecological Barrier Areas” can promote coordination of ecological preservation and economic development. The research results of this paper bring a new perspective and new ideas for the study of ecological security pattern, including interdisciplinary integration, and multi-method integration, and the spatial characteristics shown can provide important reference opinions and strategic guidance for urban sustainable development planning and design more effectively.</div></div>","PeriodicalId":34616,"journal":{"name":"Cleaner Environmental Systems","volume":"20 ","pages":"Article 100401"},"PeriodicalIF":4.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147395486","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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