GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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.
Journal2025#Supply ChainDOI
Transforming Green Value Chains
Punitha SRIDHARAN, Sangeetha ANANDAN
This chapter explores blockchain applications for sustainability, emission reduction, and ethical practices in supply chains. Blockchain's distributed, tamper-evident, and transparent nature can promote green value chains, but large-scale u…
Peer-reviewed🇨🇳 ChinaJournalDigital Collections of Colorado (Colorado State University)2019#Supply ChainDOI
Characterization of methane emissions from gathering compressor stations: final report
Daniel Zimmerle, Kristine Bennett, Timothy Vaughn +7
This DOE-funded study, led by Colorado State University and AECOM, measured methane emissions at 180 natural gas gathering stations across 11 U.S. states. It updated emission factors for components and major equipment, finding that national…
Peer-reviewedJournalProcedia CIRP2024#Supply ChainDOI
Greenhouse gas impact related to minerals mining and processing
Atieh Fahimi Bandpey, Saeed Rahimpour Golroudbary, Andrzej Krasławski
This study quantifies GHG emissions from mining and processing minerals for energy transition technologies using dynamic simulation under NZE, AP, and STEP scenarios. EVs, solar cells, transmission, heat pumps, and wind turbines have the hi…
Peer-reviewedJournalAdvances in Transportation and Logistics Research2018#Supply ChainDOI
Future Challanges in Transforming Jakarta as One of The Best Green House City in Asean Region
Hasrining Dwi Aryani Saputri, Muhammad Riaz Raja, Rayner Tan Wing Shin +2
This research focuses on sustainability strategies in supply chains and logistics in Indonesia, particularly on reducing greenhouse gas emissions. Based on literature review, it aims to share opinions on the relationship between green suppl…
Peer-reviewedJournalJournal of Macromarketing2022#Supply ChainDOI
Common Cause, coopetition or competition? Resource contestation in food waste recovery networks
Vimala Kunchamboo, Victoria Little, Stephanie Kay Ann Cheah
Food waste contributes to GHG emissions throughout the supply chain. This qualitative case study examines collaborative networks for recovering unwanted food, revealing that competition and conflicting interests among stakeholders can compr…
Peer-reviewedJournalIntelligent Automation & Soft Computing2022#Supply ChainDOI
Two-Stage Fuzzy MCDM for Green Supplier Selection in Steel Industry
Chia‐Nan Wang, Thi-Ly Nguyen, Thanh‐Tuan Dang
This paper proposes a hybrid FAHP-FTOPSIS model for green supplier selection in Vietnam's steel industry. It evaluates suppliers based on five criteria including environment, using fuzzy numbers to handle uncertainty, and identifies top thr…
Peer-reviewed🇨🇳 ChinaJournalSustainability2025#Supply ChainDOI
Multidimensional Risk Assessment in Sustainable Coal Supply Chains for China’s Low-Carbon Transition: An AHP-FCE Framework
Zhou Yang, Ming Guo, Junfang Hao +2
This study proposes a hybrid AHP-FCE framework to assess sustainability risks in China's coal supply chain. It develops a risk system with 8 primary and 40 sub-criteria, and empirically analyzes a major Chinese coal enterprise. The overall …
Journal2024#Supply ChainDOI
The Manufacturing Sector in Mauritius: Building Supply Chain Resilience and Business Value With Artificial Intelligence
Satyadev Rosunee, Roshan Unmar
This chapter discusses opportunities and hurdles of adopting AI and digital technologies in supply chain management for export-oriented manufacturing in Mauritius. It highlights how AI can enhance resilience, reduce greenhouse gas emissions…
Peer-reviewedJournalInternational Journal of Retail & Distribution Management2023#Supply ChainDOI
Predictable inventory management within dairy supply chain operations
Rosario Huerta-Soto, Edwin Ramirez-Asís, John Tarazona Jiménez +4
This study systematically reviews the application of machine learning (ML) to inventory management in dairy supply chains (DSC), showing that AI/ML methods are increasingly replacing traditional mathematical modeling. It emphasizes cost red…
Peer-reviewedJournalCleaner Logistics and Supply Chain2025#Supply ChainDOI
Green construction supply chain: Reviewingadvancements, obstacles, and possibilities
Himasai Kiran Reddy Durgam, Prasanna Venkatesan Ramani
This review analyzes the integration of circular economy principles in construction supply chains using a combined bibliometric and grounded theory approach. It identifies key challenges such as fragmentation, waste, and carbon emissions, a…
Peer-reviewedJournalRAIRO - Operations Research2024#Supply ChainDOI
Big data service investment strategy for low-carbon supply chains with reference effect
Qinpeng Wang, Guotao Wu, longfei he
This study uses differential games to analyze big data service (BDS) investment strategies in a dual-channel low-carbon supply chain, considering consumer reference effects on emission reduction levels. It finds that joint BDS investment be…
Peer-reviewed🇪🇺 EuropeJournalCleaner Logistics and Supply Chain2026#Supply ChainDOI
Integrating digital product passports in sustainable logistics: a conceptual framework for AGV and AMR systems
Ali Bozkurt, Dimitri Petrik, Samed Ajdinović +2
This study investigates the integration of Digital Product Passports (DPPs) into AGV/AMR-based intralogistics systems, drawing on 15 expert interviews. It identifies three key challenges: inconsistent standardization, heterogeneous IT secur…
Journal2026#Supply ChainDOI
From Transparency to Circularity
Shakerod Munuhwa
This chapter examines how big data analytics supports the shift from linear to circular supply chains, focusing on resource efficiency, waste reduction, and life-cycle optimization. It presents case examples from food, apparel, and manufact…
Peer-reviewed🇪🇺 EuropeJournalRegional Science Policy & Practice2026#Supply ChainDOI
Global value chains and the redistribution of GHG emissions: The case of Czechia
Tereza De Castro, Jana Vlčková
This paper shows that Czechia's GVC integration reshapes GHG emissions distribution across domestic production, foreign upstream supply chains, and final demand. Using OECD GHG Footprints and TiVA data (1995-2020), it highlights the automot…
Peer-reviewedJournalManagement Decision2026#Supply ChainDOI
Production competition and carbon emissions reduction cooperation
Zhijie Wang, Hongxia Sun
Under carbon cap-and-trade, this paper uses a biform game to analyze the coexistence of competition and cooperation in carbon emission reduction (CER) among independent remanufacturers (IRs). A technologically advantaged IR performs better …
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 …
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 …
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…