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.
JournalRoutledge eBooks2026#Scope 3DOI
Materials and Supply Chain Emissions (Scope 3)
Mike Dieterich
A work focused on supply-chain emissions (Scope 3) associated with materials sourcing. Only the title is available, so specific methods and findings cannot be assessed. The topic sits squarely within Scope 3 accounting and disclosure practi…
PreprintZenodo2026#Scope 3DOI
Effectiveness of different approaches to reduce scope 3 emissions from pharmaceuticals and medical equipment: a systematic review
Spiga, Francesca, Palmer, Jennifer C, Wilson, Rebecca +8
Systematic review of 91 studies (125 interventions) on healthcare providers' interventions to cut scope 3 emissions from pharmaceuticals and medical equipment, mostly in operating rooms. Most interventions reduced emissions and costs with l…
Peer-reviewedJournalSustainability Research in the Mediterranean2026#Scope 3DOI
Green Digital Transition and Sustainable Technology Supply Chains in the Mediterranean
Nikolaos Tsoromokos, Panagiotis Kritikos, Dimitrios Tsoromokos
This paper compares Microsoft's cloud-first infrastructure model with Apple's supplier-heavy hardware production to examine environmental risks in the Mediterranean digital economy. It analyzes Scope 3 emissions, data-center cooling water s…
Peer-reviewedJournalINTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT2026#Scope 3DOI
Development of a Supplier Data Quality and Engagement Framework for Scope 3 Greenhouse Gas Accounting in Industrial Supply Chains
Chinmay Bhat
Scope 3 dominates industrial GHG inventories but supplier data quality is rarely assessed operationally. This paper develops a five-stage Supplier Data Quality and Engagement Framework combining a five-dimension pedigree score, primary-data…
Peer-reviewed🌍 GlobalJournalSustainability2026#Scope 3DOI
Screening the Import Exposure of Embodied GHG Emissions to Support Sustainable Infrastructure Rehabilitation: An Input–Output Case Study of an Underground Car Park in Madrid
Lounis Djenaoucine, Cristina Cabrerizo Navarro, Jaime Carlos Gálvez +3
Using environmentally extended input–output analysis, this study screens embodied GHG emissions and import exposure for a EUR 9.09M underground car park rehabilitation in Madrid, mapping 621 BOQ items to Spain's 2022 IO tables. The referenc…
Peer-reviewedJournalSustainable Energy Technologies and Assessments2026#Scope 3DOI
Carbon footprint and environmental hotspots in wind turbine manufacturing across components
Hongzhou Wang, Yi Ma, Chuyi Ge +4
This study breaks down wind turbine manufacturing by component to assess carbon footprint and environmental hotspots. It maps emission contributions across parts, identifying where supply-chain decarbonization efforts should be prioritized.…
ADIPEC2026#Scope 3DOI
A Scalable STP Sprinkler-Based Effluent Reuse System for Enhancing Operational Efficiency & Environmental Performance in Remote Camp Locations
T. Mahalingam, N. Alali, A. S. A. Al Suwaidi +4
This study implements a circular water-management system at ADNOC Drilling's remote oil and gas camps, reclassifying MBR-treated effluent as a resource via a sprinkler system discharging to desert areas. The pilot eliminated wastewater truc…
ADIPEC2026#Scope 3DOI
Greenhouse Gas Inventory and Decarbonisation Pathway for a Single Point Mooring Terminal: A Scope 1, 2, and 3 Assessment at SPM Terminal
U. Yadav
First GHG inventory of an SPM terminal, applying ISO 14064-1:2018 across Scope 1 (MSV combustion/fugitive), Scope 2 (onshore electricity), and Scope 3 (embedded carbon in mooring/hose structures) using 12 months of operational data. MSV ope…
Preprint2026#Scope 3DOI
Balancing lean and agile inventory strategies in next-generation sustainable supply chains
Geoffrey Kapasa, Mweshi, Daniel, Kabamba
This paper examines integrating Lean and Agile ('Leagile') inventory paradigms within sustainable supply chains. Using mixed-methods dynamic modeling, it evaluates trade-offs among inventory holding costs, stockout risk, and life-cycle envi…
PreprintCrossref2026#Scope 3DOI
Private Sector Leadership and Corporate Climate Commitments in Logistics
David Chikwere, Justine Mbudaya, Munyaradzi Chibaro +1
This chapter examines corporate climate commitments, ESG disclosure frameworks, and supply-chain decarbonization in logistics. It traces the shift from CSR to science-based and net-zero targets, critiques the difficulty of tackling Scope 3 …
PreprintCrossref2026#Scope 3DOI
Banking on Supply Chain Decarbonisation: A Case Study on Scope 3 Emissions Management in Purchased Goods and Services at BNY
Cowell, Jan
Financial institutions lack physical supply chains, leaving Scope 3 Category 1 (purchased goods and services) among the least consistently reported categories despite dominating sector emissions. Through a BNY case study, the paper benchmar…
PreprintCorporate Social Responsibility and Environmental Management2026#Scope 3DOI
When Aviation <scp>CSR</scp> Efforts Are Not Enough: How Do We Inspire Airline Passengers to Offset Their Travel Footprints?
Eric Tchouamou Njoya, Michael Adu Kwarteng, Alex Ntsiful +2
This study builds an integrated model of norm activation and protection motivation theories to explain airline passengers' low uptake of voluntary carbon offset programs (VCOPs). Using 315 samples and PLS-SEM, it finds that awareness of CO2…
Preprint2026#Scope 3DOI
Assessing the Carbon Footprint of Global Supply Chains in Manufacturing Industries
Toth, Alessandro, Janssens, Diego, Lehmann, Elena
Combining multi-regional input-output analysis with facility-level data, this study quantifies Scope 1, 2, and 3 emissions across manufacturing supply-chain tiers. It finds substantial emissions leakage to lower-regulation jurisdictions and…
PreprintZenodo2026#Scope 3DOI
SEC Scope 3 Emissions Audit: 2026 Materiality Thresholds for Public Companies
Gibson, Hunter
A technical note on SEC Scope 3 disclosure audit practice, proposing that escalation to the audit committee be triggered only when the propagated uncertainty interval around the disclosed Scope 3 figure exceeds the company's documented mate…
Peer-reviewedJournalCorporate Social Responsibility and Environmental Management2026#Scope 3DOI
External Environmental Audits and Supply‐Chain Carbon Monitoring: Cross‐Country Evidence on Corporate Environmental Accountability
Lan Thi Ngoc Nguyen, T. Doan
Using World Bank Enterprise Survey data on 12,154 establishments in 37 countries, this study links external energy audits to reported supply-chain carbon monitoring. Audited establishments show an 8.1 percentage-point higher monitoring prob…
JournalAnais ... Encontro Nacional de Engenharia de Produção/Anais do Encontro Nacional de Engenharia de Produção2026#Scope 3DOI
An Ecosystem Perspective to Manage Scope 3 GHG Emissions: Evidence from the Manufacturing Sector
Guilherme Leonard Neiman Cavalcante, Néstor Fabián Ayala, Eduardo de Senzi Zancul +2
This study examines managing Scope 3 GHG emissions through an ecosystem lens, using evidence from the manufacturing sector. It argues that value-chain-wide collaboration, not firm-level action alone, is essential for Scope 3 reduction. Find…
JournalDurham Research Online (Durham University)2026#Scope 3
Scope 3 Emissions - A Step towards Corporate Climate Accountability? Assessing Notre Affaire à Tous & Ors v. TotalEnergies SE
Adebola Adeyemi, Simeng Wang, Natalia Katolik +1
Analyzes the French duty of vigilance ruling against TotalEnergies, where the court held climate risk falls within the law and faulted the plan for omitting Scope 3 emissions from product combustion. It recognized company influence via inve…
Peer-reviewedConferenceSociety of Petroleum Engineers SPE International Conference and Exhibition on Health Safety Security Environment and Social Responsibility2016#Scope 3DOI
Exploring indirect scope 3 greenhouse gas emissions for oil and gas
Siveter R.
A study examining indirect Scope 3 greenhouse gas emissions in the oil and gas sector. No abstract is available, so the specific methods and findings cannot be assessed from this record. It sits within the Scope 3 accounting and disclosure …
🇺🇸 USAJournalThe American Surgeon2026#Scope 3DOI
The Carbon Footprint of Robotic-Assisted Surgery: Lifecycle, Scope-Based Accounting, and Emerging AI Contributions
Suhani Patni, Steven Y. Chao, Amber Chen-Goodspeed +4
This review examines the carbon footprint of robot-assisted surgery across its full lifecycle, including manufacturing, supply chains, anesthesia, and waste. Reported emissions vary widely by procedure, setting, instrument reuse, and lifecy…
Peer-reviewedJournal한국정책연구2026#Scope 3DOI
A Study on the Institutional Improvement for Linking Agricultural Carbon Reduction Performance with Corporate ESG Disclosure: Distinguishing Insetting from Beyond Value Chain Mitigation (BVCM) through Domestic and International Case Analysis
Hyunwoo H. Lee, Kee Kyung Kang, Gilzae Lee +1
This study examines how agricultural carbon reduction outcomes can be institutionally linked to corporate ESG disclosure, drawing on domestic and international case analysis. It argues for clearly distinguishing supply-chain insetting from …