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.

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Topic: #Scope 3 (clear)

Showing 141–160 of 211 papers

PreprintCNZenodo2026#Scope 3DOI

Leveraging AI-Driven Consulting as a Service (CaaS) Frameworks and Edge IoT for Advanced Commercial & Supply Chain Due Diligence: A Strategic Paradigm for China Greater Bay Area Based Manufacturers Navigating EU CBAM and Global Market Entry

Li, Qiming

This white paper proposes an AI-driven CaaS and Edge IoT framework for manufacturers in China's Greater Bay Area to address EU CBAM and CSDDD compliance. It captures real-time shop-floor energy data to generate continuous due diligence repo…

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Peer-reviewed🇪🇺 EuropeJournalEnvironments2026#Scope 3DOI

Recent Challenges in Data Acquisition for Scope 3 Activities in Germany: A Case Study at a Scientific Institute Operating a Production Line

Oskay Ozen, Jonathan Magin, Matthias Weigold

This study calculates Scope 1-3 emissions for a German scientific institute's production line over three years (2022-2024), highlighting data acquisition challenges for Scope 3, especially for SMEs. Business travel was the largest Scope 3 c…

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Peer-reviewed🌍 GlobalJournalMineral Economics2026#Scope 3DOI

Correction to: Advancing a low-carbon future: Impacts of renewable energy, finance, and natural resources on consumption-based carbon in emerging markets

Brahim Bergougui, Ahmed Samour, Stephen Kelechi Dimnwobi

This study examines the impacts of renewable energy, financial development, and natural resources on consumption-based carbon emissions in emerging markets. Empirical results suggest renewable energy reduces emissions, while natural resourc…

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Peer-reviewed🌍 GlobalJournalJournal of Organizational Effectiveness People and Performance2026#Scope 3DOI

Low carbon careers: a conceptual framework and research agenda

John Blenkinsopp, Tracy Scurry, Nikos Bozionelos

This article introduces a careers perspective on employee green behavior, specifically work-related travel, proposing a conceptual framework for 'low carbon careers.' It reviews existing literature, identifies limitations of cross-sectional…

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Peer-reviewed🇨🇳 ChinaJournalEnergy Economics2026#Scope 3DOI

Decreasing energy-related carbon inequality in inter-provincial trade: Evidence from carbon emissions embodied in Beijing-Tianjin-Hebei region and its surrounding areas

Yongzhe Liu, Haiyan Chen, Yuan Liu +2

This study analyzes carbon emissions embodied in inter-provincial trade within the Beijing-Tianjin-Hebei region and surrounding areas, focusing on energy-related carbon inequality. By calculating trade-embedded emissions and revealing regio…

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Peer-reviewed🌍 GlobalJournalInternational Journal of Sustainable Transportation2026#Scope 3DOI

Trade flows and carbon emissions: How far are we from the climate targets?

Bardia Moghtader, Füsun Ülengin, Eda Helin Yıldız +2

This paper examines the relationship between trade flows and carbon emissions, assessing progress toward climate targets. It measures emissions embedded in international trade and provides policy implications.

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Peer-reviewed🌍 GlobalJournalSustainability2026#Scope 3DOI

Governance and Digital Technologies for Carbon Data Quality: A Systematic Review of Procurement-Driven Decarbonization in Construction Supply Chains

Cen-Ying Lee, Dane Miller, Marcus Jefferies +5

This systematic review of 68 studies examines how governance mechanisms and digital technologies can improve carbon data quality in procurement-driven decarbonization of construction supply chains. It identifies a division of labor: standar…

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Peer-reviewedJournalInternational Journal of Metrology and Quality Engineering2026#Scope 3DOI

Quantifying carbon emissions: Scope 1 (direct), 2 (indirect), and 3 (life-cycle)

Valerie Livina, Hannah Cheales-Norman, M. Coleman +5

This paper systematically analyzes challenges in measuring and modeling Scope 1, 2, and 3 emissions, with a focus on Scope 3 uncertainties and a novel case study on Scope 2. It proposes a systematic approach for emission reporting.

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PreprintIECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society2025#Scope 3DOI

Performance Evaluation of Privacy-Preserving Life Cycle Assessment Using Secure Multi-Party Computation Protocols

Perera Hansani, Atmojo Udayanto, Vyatkin Valeriy

This paper evaluates the performance of secure multi-party computation (MPC) protocols for privacy-preserving life cycle assessment (LCA), enabling secure sharing of supply chain emissions data. It demonstrates the feasibility of privacy-pr…

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