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.
Peer-reviewedJournalInternational Journal of Intelligent Enterprise2026#Supply ChainDOI
Towards net-zero supply chains: the Industry 4.0 technology's catalysts in emission reduction
Rathore S.
This paper examines the role of Industry 4.0 technologies in reducing supply chain emissions towards net-zero targets. While specific details are unavailable, it suggests that technology adoption can catalyze emission reductions.
Peer-reviewed🌍 GlobalJournalScience2026#Supply ChainDOI
False reporting undermines the integrity of supply chain sustainability initiatives
Federico Cammelli, Johan Six, Rachael Garrett
A field experiment among Côte d'Ivoire cocoa farms tests an approach to improve auditor reporting, revealing the prevalence of false reporting in supply chain sustainability audits and demonstrating a potential corrective mechanism.
Peer-reviewedJournalAnimals2026#Supply ChainDOI
Multivariable Analysis of the Carbon Footprint of a Branded Beef Supply Chain Using Individual Animal Data and Carcass Characteristics
Riley O’Shannessy, Stephen Wiedemann
This study conducts a large-scale LCA of a branded beef supply chain in southern Australia, integrating individual animal data for the first time. Using data from 200 farms and 514,922 cattle, it calculates farm gate and processor gate carb…
Peer-reviewed🇺🇸 USAJournalJournal of Industrial Ecology2026#Supply ChainDOI
Cross life cycle opportunities for increasing the post-consumer recycled content of aluminum automotive body sheet in the United States
Alissa Tsai, Yongxian Zhu, Mohammadreza Heidari +1
This study quantifies the potential to increase post-consumer recycled content (PCRC) in aluminum automotive body sheet (ABS) in the U.S., using composition-specific dynamic material flow analysis and linear optimization. By 2050, ELV scrap…
Peer-reviewedJournalEnvironmental Research and Technology2026#Supply ChainDOI
Logistics and supply chain management in the Industry 5.0 era: Human-centric digitalization, sustainability, resilience, and performance dynamics
Suzan Oğuz
This study systematically reviews the multidimensional impacts of Industry 5.0 on logistics and supply chain management, focusing on human-centric digitalization and sustainability. Following PRISMA, 47 peer-reviewed studies were analyzed t…
Peer-reviewed🌍 GlobalJournalBusiness Strategy and the Environment2026#Supply ChainDOI
The Global Supply Chain Resilience Paradox as an Ethical Dilemma: Trade‐offs, Tensions, and Multilevel Strategies in Times of Crisis and Disruption
Piotr Warmbier, Aseem Kinra, D. Ivanov +1
This study examines the resilience paradox in global supply chains, showing how trade-offs between economic and socio-ecological resilience escalate into managerial dilemmas under high environmental uncertainty. Analyzing an automotive supp…
DatasetZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
Carbon, circularity and criticality: sourcing model and parameters
Bart Lahcen
This linear programming model integrates carbon, circularity, and supply risk in materials sourcing. It allocates a purchaser's requirement across supply routes, minimizing embodied carbon subject to caps on single-country exposure, recycle…
Peer-reviewedJournalInternational Journal of Global Environmental Issues2026#Supply ChainDOI
RSPO supply chain misalignment: mill-level bottlenecks and smallholder inclusion
Yoshida H.
This paper analyzes mill-level bottlenecks and smallholder inclusion in RSPO-certified palm oil supply chains, identifying challenges to effective certification and suggesting improvements.
Peer-reviewedJournalSustainability2026#Supply ChainDOI
Identifying Carbon Emission Hotspots and Low-Carbon Pathways in Tourism Supply Chains: Evidence from Northeastern Thailand
Sutinee Somabutr
This study examines carbon hotspots and low-carbon pathways in tourism supply chains in seven provinces of Northeastern Thailand using a mixed-methods design. Visitor surveys and operator interviews reveal perceived hotspots in transport (8…
Peer-reviewedJournalCGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)2026#Supply Chain
Estimating carbon footprints and economic trade-offs in Mongolia's cashmere value chain: An integrated system dynamics approach
Joshua Aboah, Derek Chan, Sirak T. Bahta +3
This paper uses an integrated system dynamics approach to estimate carbon footprints and economic trade-offs across Mongolia's cashmere value chain. It identifies emission hotspots and analyzes the cost-effectiveness of decarbonization meas…
Preprint🇪🇺 EuropeResearch Square2026#Supply ChainDOI
EU fossil fuel supply-chain emissions: Options for regulation and implications
Philipp C. Verpoort, Gunnar Luderer, Frederike Bartels +6
This paper examines policy options for regulating emissions across the EU fossil fuel supply chain, analyzing their implications. It proposes frameworks for accounting, reporting, and reducing supply-chain emissions, assessing contributions…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
Carbon, circularity and criticality: sourcing model and parameters
Bart Lahcen
This model provides a linear programming approach to integrate carbon emissions, circularity, and geopolitical risk in material sourcing. It minimizes embodied carbon under constraints on single-country exposure, recycled content, and route…
🇺🇸 USADatasetZenodo2026#Supply ChainDOI
A 17-year vessel-level dataset of port congestion, operational mode, and idling emissions at five major US ports (2009-2025)
Ashuraliyev, Abduxoliq
This dataset provides vessel-level dwell times, operational modes, and CARB-calibrated idling emissions for five major US ports from 2009-2025, derived from AIS data. It enables analysis of port congestion and its climate impact, validated …
🌍 GlobalDatasetDRYAD2026#Supply ChainDOI
Data and code from: False reporting undermines the integrity of supply chain sustainability initiatives
Federico Cammelli, Johan Six, Rachael Garrett
This study quantifies collusion in sustainability verification reports for cocoa supply chains, finding 25% collusion, reduced to 11% by withholding compliance thresholds. It underscores that monitoring and traceability alone are insufficie…
Peer-reviewedJournalInternational Dairy Journal2013#Supply ChainDOI
Tailpipe greenhouse gas emissions from tank trucks transporting raw milk from farms to processing plants
Ulrich R.
This study quantifies tailpipe GHG emissions from tank trucks transporting raw milk from farms to processing plants. It provides emission factors based on transport distance and vehicle characteristics, contributing to Scope 3 accounting in…
Peer-reviewedJournalSupply Chain Management2024#Supply ChainDOI
The relationship between information processing capabilities, Net-Zero capability and supply chain performance
Balci G.
This paper examines how information processing capabilities influence the development of net-zero capabilities and their subsequent impact on supply chain performance. Drawing on information processing theory, it argues that organizational …
Peer-reviewedJournalInternational Journal of the Analytic Hierarchy Process2026#Supply ChainDOI
MANAGING SUSTAINABILITY IMPROVEMENT OF THE TUNA COLD CHAIN THROUGH INTEGRATED PERFORMANCE MEASUREMENT USING SCOR DS, AHP, AND FUZZY AHP
Raden Tri Gunawan Wibowo, Marimin, Machfud +2
This study integrates sustainability performance evaluation of the tuna cold chain using SCOR DS, AHP, and fuzzy AHP. It combines metrics for fish catchers and agro-industry, finding performance levels of 74% and 69.99%, respectively, with …
Peer-reviewedJournalJournal of environmental chemical engineering2026#Supply ChainDOI
Mapping the carbon footprint uncertainty of power batteries: A probabilistic simulation based on 94,500 supply chain pathways
Junjie Chen, Xin Lai, Quanwei Chen +5
This study probabilistically simulates 94,500 supply chain pathways to map the uncertainty in carbon footprints of power batteries, identifying key variability drivers. Findings improve the accuracy of battery environmental assessments and …
Peer-reviewed🌍 GlobalJournalSustainability2026#Supply ChainDOI
Evaluating Carbon-Negative Spirulina Feed Supplementation as a Supply Chain Carbon Removal Strategy for More Sustainable Dairy Systems
Asger Smidt-Jensen, Mustafa Asfur, Tomer Cohen +2
This study evaluated a carbon-removal supply chain approach using Spirulina (GeoSpirulina) produced with geothermal energy and soil carbon sequestration, incorporated into dairy rations. A carbon-focused LCA and commercial feeding trial sho…
Peer-reviewedCNJournalSustainability2026#Supply ChainDOI
Does Digital Finance Build a Sustainable Buffer? Exploring Its Impacts on Manufacturing Supply Chain Resilience
Baoyan Gao, Xiaolong Li, Chiwei Su +1
Using panel data of 21,060 Chinese manufacturing firm-year observations, this study finds that digital finance enhances supply chain resilience, promoting sustainable manufacturing development. Mechanisms include improved information transp…