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.
📚 Peer-reviewed · JournalCarbon Research2024#Scope 3DOI
Optimizing scope 3 emissions in the automotive manufacturing industry: a multidisciplinary approach
Wang Y.
This paper presents a multidisciplinary approach to optimizing scope 3 emissions in the automotive manufacturing industry. It proposes methodologies for reducing emissions across the supply chain and offers a practical framework for impleme…
📚 Peer-reviewed · JournalEnergies2022#Scope 3DOI
Net-Zero Action Recommendations for Scope 3 Emission Mitigation Using Life Cycle Assessment
Sadhukhan J.
This paper recommends net-zero actions for Scope 3 emission mitigation using Life Cycle Assessment (LCA). It demonstrates that LCA is effective for understanding emissions across the supply chain and prioritizing reduction measures. It prov…
PreprintBIS Energy and Engineering2025#Scope 3DOI
Carbon footprint in potato chips agroindustry supply chain: A case study in Garut, Indonesia
Ririn Regiana Dwi Satya, Laela Chairani, Yulita Veranda Usman +1
This study applies Life Cycle Assessment to calculate the carbon footprint of potato chip production in Garut, Indonesia. The semi-mechanical process emits 16.77 kgCO2-eq per kg of chips, with Scope 3 (product delivery) as the largest contr…
PreprintInternational Journal of Economics Development Research (IJEDR)2025#Scope 3DOI
Digital Transformation for Carbon Emission Management as a Strategic Driver for Scope 3 Emission Accountability in the Energy Sector
Fransisca Fitriastuti, Yos Sunitiyoso
This study examines how digital transformation, through the Greenomina platform at Indonesia's state-owned oil company Pertamina, enables Scope 3 emission tracking, management, and stakeholder accountability. Using the Digital Transformatio…
🌍 GlobalPreprintProceedings of the Institution of Civil Engineers - Civil Engineering2025#Scope 3DOI
Briefing: Advancing sustainability practice in geotechnical design and construction
Matthew R. Glisson, Theresa Engler
This briefing introduces the first two EFFC/DFI Sustainability Guides. Guide No. 1 focuses on carbon reduction, covering Scope 1-3 emissions and a carbon calculator. Guide No. 2 addresses circular economy, promoting material reuse and waste…
🇺🇸 USAPreprintSustainability2025#Scope 3DOI
Advancing Energy Transition and Climate Accountability in Wisconsin Firms: A Content Analysis of Corporate Sustainability Reporting
Hadi Veisi
This study analyzes sustainability reports of 20 Wisconsin firms using GRI indicators for energy and emissions. Results show consistent reporting of total energy and Scope 1 emissions, but limited disclosure of Scope 3, renewable sourcing, …
🇨🇳 ChinaPreprintResearch Square2026#Scope 3DOI
Carbon Emission Quantification via Explainable Deep Learning Demand Forecasting in Retail Supply Chains
Yuxuan Wu, Haowen Dai, Hengyi Zhang +1
This paper proposes a method to quantify carbon emissions in retail supply chains using explainable deep learning for demand forecasting. This enables visualization and reduction of scope 3 emissions.
📚 Peer-reviewed · JournalInternational Conference on Tourism Research2026#Scope 3DOI
Resource Efficiency and Emission Reduction in Hotels: The Role of Supply Chains – A Systematic Literature Review
Sahar Attari, James Hanrahan
This systematic literature review examines resource efficiency and emission reduction in hotels, focusing on supply chain (Scope 3) emissions. Analyzing 41 papers from 2005-2024 using the GHG Protocol and Stakeholder Theory, it finds that e…
🌍 Global📚 Peer-reviewed · JournalEuropean Journal of Nutrition & Food Safety2026#Scope 3DOI
Climate-Resilient Dairy Farming: Genomic Tools and Low-Emission Strategies in a Warming World
Gyanendra Singh, Satish Kumar, Karunesh Kumar Dubey
This review synthesizes evidence on two converging frontiers for dairy: genomic breeding for heat tolerance (e.g., Australian GEBVs, HSP genes, CRISPR) and enteric methane reduction strategies (e.g., 3-NOP, macroalgae). It concludes that in…
📚 Peer-reviewed · JournalAdvances in Science and Technology Research Journal2026#Scope 3DOI
Carbon footprint of rail vehicles
M. Orczyk, F. Tomaszewski
This article explains the carbon footprint concept for rail vehicles, highlighting that Scope 3 emissions account for 75-85% of total emissions. It shows that high-speed rail vehicles using composites have twice the carbon footprint of stee…
📚 Peer-reviewed · JournalCritical reviews in environmental science and technology2026#Scope 3DOI
Toward sustainable healthcare: Circular economy models in hospital operations and waste management
Darween Rozehan Shah Iskandar Shah, Nur Faradila Anuar, Nor Amir Zakuan Panizan +4
This systematic review evaluates circular economy (CE) integration in hospital operations, finding that reusable medical devices achieve up to 76% carbon reduction and 50% cost savings compared to single-use alternatives. Single-use plastic…
📚 Peer-reviewed · JournalEconomic Analysis Theory and Practice2026#Scope 3DOI
Managing the carbon footprint of commercial and industrial enterprise products
I. Filimonova, Artem D. Bessmertnykh, E. Kuznetsova +1
This paper develops and tests an algorithm for calculating Scope 3 greenhouse gas emissions for energy-intensive compressor equipment, integrating Russian regulations and international standards. A case study shows that customer operation a…
📚 Peer-reviewed · JournalJITSI : Jurnal Ilmiah Teknologi Sistem Informasi2026#Scope 3DOI
Strategi Sourcing Berkelanjutan MBG Berbasis Advanced Analytics: Analisis PESTLE dan Rantai Pasok
Briyan Gifari, Nabiel Muhammad Al Ghazali, Abdullah Fajar
This study applies advanced analytics to evaluate suppliers for Indonesia's Free Nutritious Meal Program (MBG) based on Triple Bottom Line. Using a weighted scoring model with logistics efficiency (40%), environmental impact (30%), and volu…
📚 Peer-reviewed · JournalACTUAL PROBLEMS OF INTERNATIONAL RELATIONS2026#Scope 3DOI
GREEN OUTSOURCING IN GLOBAL VALUE CHAINS: FROM TRANSACTION COST MINIMISATION TO ENVIRONMENTAL CAPABILITY RECOMBINATION
V. Namoniuk, A.I. Maliuha
This conceptual paper identifies a theoretical gap in transaction cost economics regarding environmental constraints. It introduces 'ecological asset specificity' as a governance variable and argues that modular governance in global value c…
📚 Peer-reviewed · JournalInternational Journal of Computational and Experimental Science and Engineering2026#Scope 3DOI
ERP-Powered ESG Intelligence: Measuring Carbon Footprint of Medical Device Supply Chains
Bhimalinga Reddy Bangaru
ERP has evolved into sustainability intelligence software for monitoring environmental performance, enabling real-time carbon footprint tracking in medical device supply chains. It offers Scope 1/2/3 emissions management, with AI improving …
🇪🇺 Europe📚 Peer-reviewed · JournalGases2026#Scope 3DOI
Industrial Value Chains and Greenhouse Gas Emissions: An EEIOT-Based Sustainability Analysis for Assessing Policy Options
J. Retegi, B. Kamp, J. Igartua
Using Spain as a case, this study applies Environmentally Extended Input-Output Tables and Production Layer Decomposition to quantify Scope 1-2-3 emissions across industrial value chains. It finds that indirect emissions dominate, and that …
📚 Peer-reviewed · JournalSocial Science Research Network2026#Scope 3DOI
Carbon-Aware Supplier Selection: Integrating Cost, Risk, and Emissions in Procurement Decisions
Indrajit Sen
This paper introduces a carbon-aware supplier selection framework that optimizes the trade-off between cost, risk, and Scope 3 emissions using multi-objective optimization. It demonstrates how organizations can incorporate regulatory carbon…
📚 Peer-reviewed · JournalScientific Reports2026#Scope 3DOI
Uneven transition risks from multi-scope carbon flows: a nationwide regional assessment for South Korea
No Ol Lim, Hyojin Cho, Song T. Lim +1
This study provides the first multi-scope regional assessment of carbon flows in South Korea, integrating Scope 1-3 emissions. It reveals stark asymmetries: industrial provinces face high direct exposure, while metropolitan regions have hig…
🇪🇺 Europe📚 Peer-reviewed · JournalSocial Science Research Network2026#Scope 3DOI
Greenhouse Gas (GHG) Emissions and Removals in the Finnish Forest Sector Over Scope 1, 2, and 3
Ashraful Alam, Hafiz Usman Ghani, T. Räty +1
This study comprehensively assesses the life cycle GHG emissions of Finland's forest sector for 2023 using a Scope 1, 2, and 3 framework. Total emissions are approximately 8.35 Mt CO2e, with Scope 3 contributing 68%, primarily from organic …
CN📚 Peer-reviewed · JournalCarbon Neutral Systems2026#Scope 3DOI
Tracing carbon emissions across the upstream supply-to-final demand chain for China’s construction industry
Bo Liu, Kaixin Ma, Mingliang Liu +1
This study traces carbon emissions across the entire supply chain of China's construction industry, from upstream suppliers to final demand. Using input-output analysis, it identifies key emission sources and provides insights for decarboni…