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.
ReportAn Organisational Guide to Skills for Green Workforce Transformation2026#Supply ChainDOI
Skills for partnership building and supply chain engagement from the UK green energy sector
McGeoch K.
This paper examines the skills required for partnership building and supply chain engagement in the UK green energy sector. It focuses on workforce development and organizational capabilities to support the renewable energy transition, offe…
Peer-reviewedCNJournalCorporate Social Responsibility and Environmental Management2026#Supply ChainDOI
Corporate Social Responsibility, Eco‐Finance, and Circular Supply Chain Performance: The Role of Green Innovation and Circular Supply Chain Adoption in China's Sports Industry
Hongxing Yang, Di Yang, A. Absamatov
Using PLS-SEM on 376 Chinese sports-goods firms, this study shows CSR and eco-finance promote green innovation, which sequentially drives circular supply chain adoption and performance. The effects are indirect, highlighting the importance …
Peer-reviewedCNJournalEngineering Construction and Architectural Management2026#Supply ChainDOI
Collaborative emission reduction behavior in the construction supply chain with incentive mechanism: a tripartite evolutionary game analysis
Wen Jiang, Anxu Wang, Min Tao +2
This study constructs a tripartite evolutionary game model of government, suppliers, and manufacturers in the construction supply chain to analyze low-carbon transformation. Findings show that government subsidies have a nonlinear threshold…
Preprint🌍 GlobalResearch Square2026#Supply ChainDOI
Adaptive Neutrosophic Goal Programming for SoH-Aware Tri-Objective Closed-Loop Supply Chain Optimisation under Battery Degradation Uncertainty
Gnanaraj V, Vellaikannan B
This paper proposes a multi-objective closed-loop supply chain optimization model that explicitly incorporates battery State-of-Health (SoH) degradation. Using adaptive neutrosophic numbers to handle uncertainty, it analyzes trade-offs amon…
Peer-reviewed🌍 GlobalJournalFrontiers in Sustainability2026#Supply ChainDOI
Multi-objective optimization framework for sustainable olive oil supply chains: integrating environmental compliance with economic performance
Majdi Argoubi, Khaled Mili
This study proposes a multi-objective optimization framework for olive oil supply chains, integrating environmental compliance and economic performance. Using ε-constraint method, it reveals trade-offs and achieves 14.6% CO2 reduction in a …
Peer-reviewed🇪🇺 EuropeJournalEnergy Reports2026#Supply ChainDOI
Transparency in present and emerging processes for LIB-recycling – Requirements and availability
Andreas Muth, Sebastian Schlund
This study examines the role of the Digital Product Passport (DPP) in LIB recycling, identifying 61 critical data attributes through expert interviews and process mapping. While 35 attributes are already covered, additional data for disasse…
Preprint🌍 GlobalSSRN Electronic Journal2025#Supply ChainDOI
Achieving Net-Zero Supply Chains: Strategies, Technologies, and Financial Innovations for Corporate Decarbonization
Lee Shee Weng
A systematic overview of strategies, technologies, and financial innovations for achieving net-zero corporate supply chains. It covers Scope 3 reduction methods, renewable energy procurement, and transition finance, offering practical appro…
Peer-reviewed🇪🇺 EuropeJournalFrontiers in Sustainability2026#Supply ChainDOI
E-commerce vs. physical retail—Sustainability depends on logistics, not channels
Gilles A. Paché
This opinion piece argues that the sustainability of retail depends on logistics design, not the sales channel. Drawing on European evidence, it shows that micro-hubs, cargo bikes, electric vans, and consolidated, route-optimized delivery c…
🇪🇺 EuropeJournalDiva portal (Dalarna University Library)2026#Supply Chain
From Green Corridor Pilots to Scalable Nordic Transport Networks : A Leg-Based Approach to Multimodal Decarbonization and Digital Collaboration
Mikael Lind
This report shifts from green corridors to scalable multimodal freight networks built on reusable 'transport legs' across Nordic nodes. It proposes shared KPIs (cost, delivery time, emissions) and digital collaboration (Virtual Watch Tower)…
JournalZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
BLOCKCHAIN-ENABLED TRACEABILITY SYSTEMS FOR SUSTAINABLE AGRICULTURAL SUPPLY CHAINS INTEGRATION WITH IOT AND CARBON ACCOUNTING STANDARDS
Maria Papadaki
This paper proposes a blockchain-IoT framework for sustainable agricultural supply chains, integrating tamper-proof traceability with automated carbon accounting aligned to standards such as the EU CSRD. It addresses oracle mechanisms, inte…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
BLOCKCHAIN-ENABLED TRACEABILITY SYSTEMS FOR SUSTAINABLE AGRICULTURAL SUPPLY CHAINS INTEGRATION WITH IOT AND CARBON ACCOUNTING STANDARDS
Maria Papadaki
Proposes a blockchain-IoT reference architecture for sustainable agricultural supply chains that automates traceability and carbon footprint accounting aligned with CSRD and similar regulatory standards. Addresses oracle mechanisms, data st…
JournalDR-NTU (Nanyang Technological University)2024#Supply Chain
Tracing carbon footprint along a supply chain using block chain technology
Liu, Tianjiao
This study proposes a Carbon Footprint Management Platform (CFMPABT) integrating blockchain and IoT to ensure transparency and trust in supply chain carbon data. IoT sensors collect real-time emission data, while blockchain provides immutab…
🇨🇳 ChinaJournalInternational Journal of Operations & Production Management2024#Supply ChainDOI
Guest editorial: Supply chain transparency: opportunities, challenges and risks
Fu Jia, Stefan Seuring, Lujie Chen +1
This editorial systematically reviews supply chain transparency (SCT) literature and proposes a framework with antecedents, practices, outcomes, and challenges. It highlights the role of digital technologies and stakeholder pressures while …
🇪🇺 EuropeJournalJournal of Physics Conference Series2024#Supply ChainDOI
Raising data availability and quality for improved disruption and carbon footprint management through a novel approach to primary data sharing: Virtual Watch Tower / VWT
Mary Laura Lind, Walter Lehmacher, Kimberly E. Lind +1
This paper argues that fragmented, low-quality data sharing in supply chains undermines both disruption management and accurate GHG accounting, since only primary data enables precise emission calculations. It proposes rethinking digital co…
Preprint🌍 GlobalPreprints.org2024#Supply ChainDOI
Sustainable Supply Chain Practices- A Qualitative Investigation of Green Logistics Strategies
Samantha Reynolds
This qualitative study investigates green logistics strategies for reducing carbon footprints in supply chains, drawing on interviews with managers and experts. It identifies route optimization using telematics and data analytics, eco-frien…
🌍 GlobalJournalEdward Elgar Publishing eBooks2023#Supply ChainDOI
Getting to 2050: transparency for setting and reaching supply chain climate goals
Suzanne Greene, Alexis Bateman
This chapter argues that transparency in GHG accounting and annual public disclosure are essential for managing supply chain decarbonization toward 2050 goals. It reviews levers such as standards, data collection, information sharing, and v…
Peer-reviewed🇪🇺 EuropeJournalApplied Sciences2026#Supply ChainDOI
Deep Learning-Enhanced Proactive Strategy: LSTM and VRP/ACO for Autonomous Replenishment and Demand Forecasting in Shared Logistics
Martin Straka, K. Kleinová
This paper proposes a three-layer autonomous replenishment system for shared logistics using LSTM demand forecasting, VRP/ACO route optimization, and anomaly detection. Simulations show 95% inventory prediction accuracy (MAPE=4.02%), reduci…
Peer-reviewed🌍 GlobalJournalJournal of the Operational Research Society2025#Supply ChainDOI
Green supply chain coordination with profit-sharing and government intervention: a game-theoretic approach applied to the pharmaceutical industry
Milad Darzi Ramandi, Armin Jabbarzadeh, Amin Chaabane +1
This study models green supply chain coordination in the pharmaceutical industry using game theory, analyzing how government emission taxes and incentives affect green investments and profit-sharing contracts. Validation with real-world dat…
🌍 GlobalJournalIOP Conference Series Materials Science and Engineering2022#Supply ChainDOI
Greenhouse Gas Emissions of Global Construction Industries
Robert H. Crawford
Using multi-regional input-output analysis and structural path analysis on EXIOBASE3, this study assesses embodied GHG emissions of construction sectors in 44 countries. Emissions intensity varies widely (0.165–2.05 kgCO2e/Euro), with concr…
Peer-reviewed🇨🇳 ChinaJournalBusiness Strategy and the Environment2023#Supply ChainDOI
Can blockchain technologies enhance environmental sustainable development goals performance in manufacturing firms? Potential mediation of green supply chain management practices
Amin Jan, Anas A. Salameh, Haseeb Ur Rahman +1
This conceptual paper examines whether blockchain can enhance environmental SDG performance in manufacturing firms by enabling a shift to green supply chain management. It proposes a framework with propositions for future empirical testing …