GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
🇨🇳 China📚 Peer-reviewed · JournalEnvironmental Impact Assessment Review2026#Supply ChainDOI
Spatially decoupled sulfur emissions in global photovoltaic supply chains and their vulnerability to trade barriers
Shuxian Zheng, Tong He, Ying Liu +4
This paper analyzes the spatial distribution of sulfur emissions in global photovoltaic supply chains and evaluates the impact of trade barriers. It finds that spatial decoupling creates emission hotspots and trade barriers increase supply …
🇺🇸 USA📚 Peer-reviewed · JournalEnvironmental Science & Technology2026#Supply ChainDOI
Tracking U.S. Liquefied Natural Gas Supply Chain Greenhouse Gas Emission Intensity through Direct Measurements
Yuanrui Zhu, Gregory B. Ross, Jenna Brown +8
This study directly measures GHG emissions across the US LNG supply chain including production, processing, liquefaction, and transport. The emission intensity data enables buyers to improve Scope 3 accounting and supports climate disclosur…
🌍 Global📚 Peer-reviewed · Journalnpj Sustainable Agriculture2026#Supply ChainDOI
Reducing post-harvest food losses as a pathway towards net-zero agriculture: socioeconomic and environmental insights from FABLE modeling
Theofanis Zacharatos, Ginevra Coletti, Konstantinos Dellis +1
This study uses the FABLE Calculator to model post-harvest loss (PHL) reduction scenarios, assessing their socioeconomic and environmental impacts. It finds that PHL reduction alone has limited benefits, but combining supply- and demand-sid…
📚 Peer-reviewed · JournalSustainability Analytics and Modeling2026#Supply ChainDOI
Risk-aware global supply network design under trade tariffs and stochastic carbon caps
Jens Christian, Florian Sahling
This paper proposes a method for designing global supply networks under trade tariffs and stochastic carbon caps. It uses risk-aware optimization to analyze cost and carbon emission trade-offs.
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Innovative Science and Research Technology (IJISRT)2026#Supply ChainDOI
War, Geopolitics and the Future of Green Energy Supply Chains: Challenges and Opportunities
Abu Sied, Kazi Tazul Islam, Mohammad Mahabubul Haque +1
This study analyzes how war, geopolitical conflicts, trade restrictions, and resource nationalism disrupt green energy supply chains, finding war as the strongest predictor of disruption. It recommends diversification, localization, recycli…
CN📚 Peer-reviewed · JournalAdvances in Economics, Management and Political Sciences2026#Supply ChainDOI
Green Operation Innovation of Enterprises under ESG Rating Pressure
Jitang Feng, Liangsi Wu, Manfei Yang
This study examines the impact of ESG rating pressure on low-carbon supply chain performance using Chinese A-share listed companies (2010-2023). Using a panel data mediation model, it finds that ESG pressure enhances low-carbon supply chain…
📚 Peer-reviewed · JournalInternational journal of research and innovation in social science2026#Supply ChainDOI
Green Transportation Acceptance and Carbon Footprint Reduction in Supply Chain Logistics
M. Mukhtar, Nurul Anisah Mohd Jamaludin, Sayed Kushairi Sayed Nordin
This study investigates factors influencing transportation-related carbon footprint among logistics workers in Malaysia using the Theory of Planned Behaviour. Awareness and transportation habits significantly predict carbon footprint, while…
CN📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Supply Chain Finance and Corporate Zero-Carbon Transition: An Empirical Study from China
Chenting Wang, Guoping Ding
This study uses data from Chinese A-share listed companies (2008-2023) to examine how supply chain finance affects corporate zero-carbon transition. Using text analysis, it constructs a zero-carbon index and supply chain finance indicator. …
📚 Peer-reviewed · JournalCorporate Social Responsibility and Environmental Management2026#Supply ChainDOI
Supplier Environmental Assessment in Sustainability Reporting: Evidence From Top <scp>ESG</scp> ‐Performing Brazilian Firms
João Vyctor Brás dos Santos, Tiago F. A. C. Sigahi, Deoclécio Júnior Cardoso da Silva +4
This study evaluates the maturity of supplier-related environmental disclosures in sustainability reports of top ESG-performing Brazilian firms. Using CRITIC weighting and Grey Fixed Weight Clustering on 67 reports, it finds that nearly 60%…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
THE GLOBAL CHARTER FOR STRATEGIC MINERALS AND CIRCULAR SUPPLY CHAIN SOVEREIGNTY 2025-2050 A VERIFIABLE FRAMEWORK FOR SECURING THE ENERGY DIGITAL AND HEALTH TRANSITIONS IN AN AGE OF GEOPOLITICAL AND CLIMATE VOLATILITY INTEGRATED GLOBAL GOVERNANCE REFERENCE EDITION
mohamed kamal arafa elrakhawi
This paper proposes a global charter for strategic minerals and circular supply chains to secure energy, digital, and health transitions. It offers a verifiable governance framework addressing geopolitical and climate volatility, aiming for…
🇨🇳 China📚 Peer-reviewed · JournalRenewable Energy2026#Supply ChainDOI
Interplay of China's copper supply chain and renewable energy transition: a scenario-based risk assessment
Yujia Zhao, Xinyi Chen, Jing SHUAI +2
This paper evaluates how China's copper supply chain can meet increased demand from renewable energy transition using scenario analysis. It identifies supply risks and policy implications.
🇨🇳 China📚 Peer-reviewed · JournalENGINEERING Management2026#Supply ChainDOI
Surging demand for energy storage systems exacerbates lithium supply challenges in green transition
Juan Tan, Xin Ouyang, Shuangjiao Xue +5
This paper analyzes how the surging demand for energy storage systems intensifies lithium supply challenges, highlighting a critical bottleneck for the green transition.
🇨🇳 China📚 Peer-reviewed · JournalCommunications Earth & Environment2026#Supply ChainDOI
Revealing environmental, social, and governance-driven conflict risk in global energy transition minerals supply
Yongguang Zhu, Jinning Zhu, Xiaoyang Lin +5
This paper introduces a framework using machine learning to evaluate ESG-driven conflict risks in the supply of critical minerals for the energy transition. Analyzing 112,766 conflict events, it finds high risks in the Middle East, North Af…
📚 Peer-reviewed · JournalSupply Chain Management2026#Supply ChainDOI
Sustainability-related opportunism in buyer–supplier relationships: a behavioral perspective on passive vs active forms and integrity-based trust
Anupama Prashar, Naman Agarwal
This study examines how sustainability-related supplier opportunism (active vs. passive) affects buyer responses, using a behavioral lens. Through two experiments, it finds that active opportunism is perceived as more severe and reduces buy…
🌍 Global📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Supply ChainDOI
Decarbonization Boundary Choices and the Effectiveness of Stakeholder Engagement in Voluntary Climate Action Commitments: Evidence From Emerging Economies
David Tobón Orozco, Jose Pla‐Barber
This study examines how stakeholder engagement influences voluntary climate action commitments (CACs) using data from 98 Colombian firms. Decarbonization insourcing (DIN) directly boosts CAC and positively moderates the effect of stakeholde…
🇨🇳 China📚 Peer-reviewed · JournalInternational Journal of Production Economics2026#Supply ChainDOI
Incentive Contract Design with Endogenous Information Acquisition in a Low-Carbon Supply Chain
Yao Luo, Shuna Wang, Wei Xiao
Examines incentive contract design with endogenous information acquisition in low-carbon supply chains. Analyzes optimal contracts to promote emission reductions under information asymmetry.
🇨🇳 China📚 Peer-reviewed · JournalSustainable Futures2026#Supply ChainDOI
ESG-driven supply chains: A path to energy transition
Yishuang Liu, Xiujie Tan
Using matched supplier-customer data for Chinese A-share manufacturing firms (2009-2021), this study examines whether corporate ESG performance promotes green innovation within firms and across supply chains. It finds that downstream ESG pe…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Sustainable Design of a Dual-Use Underground Logistics Network for Routine Low-Carbon Goods Delivery and Urban Emergency Supply Under Uncertainty: A Hybrid Optimization-Simulation Approach
Baoquan Li, Wang Yang, An Shi +5
This study proposes a dual-use underground logistics system (DULS) framework combining robust layout optimization with simulation. Using a Wasserstein-based distributionally robust optimization and AnyLogic discrete-event simulation, the ca…
📚 Peer-reviewed · JournalSustainable Management Review2026#Supply ChainDOI
How Sustainable Supply Chain Operation Management Enhances Enterprise Perceived Low-Carbon Development Efficiency: Evidence from Manufacturing Enterprises
Dong Guo, Wei Yet Tan
This study uses structural equation modeling to examine how five sustainable supply chain practices (green procurement, production, logistics, collaboration, and information sharing) affect perceived low-carbon development efficiency in man…
CN📚 Peer-reviewed · JournalCarbon Footprints2025#Supply ChainDOI
Reducing greenhouse gas emissions in China’s automobile manufacturing with circular economy strategies
Tong X.
This paper examines how circular economy strategies can reduce GHG emissions in China's automobile manufacturing. It analyzes specific measures such as using recycled materials and waste reduction, quantifying emission reduction potentials.…