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.
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Scope 3DOI
Trends in supply chain emissions by industry
各業種におけるサプライチェーン排出量の傾向
(著者不明)
This paper analyzes trends in supply chain emissions across industries, providing insights for Scope 3 reduction. By clarifying emission structures by industry, it contributes to effective emission reduction strategies.
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Scope 3DOI
Calculation of greenhouse gas emissions through the supply chain
サプライチェーンを通じた温室効果ガス排出量の算定
(著者不明)
This paper discusses the calculation method of greenhouse gas emissions across the entire supply chain. Scope 3 emissions accounting is crucial for corporate decarbonization strategies and relates to SSBJ standards.
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Scope 3DOI
Calculation of Greenhouse Gas Emissions in the Supply Chain
サプライチェーンにおける温室効果ガス排出量算定について
(著者不明)
This paper focuses on methods for calculating greenhouse gas emissions across the entire supply chain, addressing challenges in accurately measuring and reporting Scope 3 emissions, and providing implications for corporate decarbonization s…
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Scope 3DOI
Supply chain (Scope 1, 2, 3) emission calculation methods and future CO2 reduction trends
サプライチェーン(Scope 1,2,3)排出量算出手法と今後のCO<sub>2</sub>削減動向
(著者不明)
This paper explains methods for calculating Scope 1, 2, and 3 emissions across the entire supply chain and discusses future CO2 reduction trends. It provides practical guidance for corporate carbon footprint measurement.
PreprintSSRN2023#Scope 3
A Greenhouse Gas Emission Tracking System (GETS) for Climate-Related Disclosures
Lanxin Jiang, Yu Gu, Wenjun Yu +1
This paper proposes a Greenhouse Gas Emission Tracking System (GETS) that integrates IoT, blockchain, and Life Cycle Assessment (LCA) to enhance Scope 3 GHG emission estimation and climate-related disclosures. The system enables reliable da…
PreprintSSRN2024#Scope 3
Value of Blockchain Technology on Scope 3 Carbon Disclosure: Moderating Roles of Data Processing-Related Digital Technologies
Yuan Chen, Yunting Feng, Kee-hung Lai +1
This paper empirically demonstrates that blockchain technology enhances Scope 3 carbon disclosure by facilitating coordination on data collection across supply chains. It also finds that data processing technologies like AI and cloud comput…
PreprintSSRN#Scope 3
A Hybrid Approach for Net Zero Supply Chains
(著者不明)
This paper proposes a hybrid approach combining AI and traditional accounting to enhance Scope 3 emissions calculation and optimize resource use across supply chains. Empirical analysis demonstrates improved accuracy and cost reduction pote…
PreprintSSRN#Scope 3
More than a Number: The Informativeness of Scope 3 Emissions ...
(著者不明)
This study examines the informativeness of Scope 3 emissions, focusing on Category 11 (Use of sold products) and Category 12. It evaluates how uncertainty in Scope 3 methods affects disclosure quality and suggests improvements for climate r…
📚 Peer-reviewed · JournalCarbon Management2025#Scope 3DOI
Scope 3 decarbonization through environmental attribute certificates
Raynor M.E.
This paper examines the use of environmental attribute certificates (such as RECs and carbon offsets) for Scope 3 emission reduction. It likely provides a practical framework for decarbonizing supply chains.
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Science and Research Archive2026#Scope 3DOI
Sustainable and digital transformation of international agri-food supply chains
Samarawickramage T. N. S.
This paper develops an integrative conceptual framework for the convergence of digital transformation and sustainability in international agri-food supply chains. Based on a systematic review of 87 studies and regulatory documents, it ident…
📚 Peer-reviewed · JournalEnergy Economics2026#Scope 3DOI
The decarbonization effect of data elements in the supply chain
Dan Ma, Fang Xiao, Chien-Chiang Lee
This study analyzes how data sharing and analytics in supply chains can contribute to decarbonization. It quantifies the emission reduction potential from data-driven decisions, offering insights for corporate Scope 3 strategies.
📚 Peer-reviewed · JournalJournal of Environmental Management2025#Scope 3DOI
Driving supply chain decarbonization: How net-zero policies foster environmental impact and dynamic capabilities through carbon accounting
Singh R.K.
This paper examines how net-zero policies drive supply chain decarbonization through carbon accounting practices. Using dynamic capabilities theory, it reveals mechanisms by which policies enhance environmental impact and firm capabilities.
📚 Peer-reviewed · JournalEnvironmental and Sustainability Indicators2026#Scope 3DOI
Beyond compliance: A cross-case analysis of MNCs’ decarbonisation strategies in smallholder cocoa, coffee, and palm oil systems
Ron Cörvers, Sidi Amar, Ama Asante +2
This paper presents a cross-case analysis of multinational corporations' decarbonisation strategies in smallholder-based supply chains for cocoa, coffee, and palm oil. It examines practices that go beyond compliance, highlighting Scope 3 em…
📚 Peer-reviewed · JournalJournal of Building Engineering2024#Scope 3DOI
A limit state approach for considering greenhouse gas emissions in the structural design of buildings: Environmental Impact Limit State (EILS)
Abdelmaksoud A.M.
This paper proposes a novel 'Environmental Impact Limit State (EILS)' approach to integrate greenhouse gas emissions into the structural design of buildings. By adding environmental impact to traditional structural design, it aims to reduce…
📚 Peer-reviewed · ConferenceProcedia CIRP2026#Scope 3DOI
Methodology for Service-Based Scope 3 Emission Factor Development: A Case Study of Security Services in Singapore
Li Xuan G.T.
This paper proposes a methodology for developing service-based Scope 3 emission factors, using security services in Singapore as a case study. It addresses challenges in emission factor development for service industries.
📚 Peer-reviewed · JournalInternational Journal of Logistics Research and Applications2026#Scope 3DOI
Net zero vs. carbon neutrality: supply chain management challenges and future research agenda
Chen G.
This paper discusses the differences between net zero and carbon neutrality, highlighting challenges in supply chain management such as measurement, standards, and collaboration. It proposes future research agenda including accurate Scope 3…
📚 Peer-reviewed · JournalCarbon Management2025#Scope 3DOI
Corporate net-zero: targets do not add up due to scope 2 and 3 emissions
Dufour M.
This paper critiques corporate net-zero targets for failing to properly account for Scope 2 and 3 emissions, arguing that many targets lack coherence and may not contribute to real climate action. It calls for improved accounting and transp…
🌍 Global📚 Peer-reviewed · JournalThe CASE Journal2026#Scope 3DOI
Infosys Limited: navigating the scope 3 emissions dilemma
Shikhar Sharma, Sheetal
This case study examines Infosys Limited's strategic challenge in achieving a 40% Scope 3 emission reduction target under its refreshed ESG Vision 2030. It explores stakeholder engagement, change management, and initiatives to influence emp…
PreprintBulletin of the L.N. Gumilyov Eurasian National University. Political Science. Regional Studies. Oriental Studies. Turkology Series2026#Scope 3DOI
Formation of a Sustainable Development Architecture at a National University: Analysis of Documents and Practices of L.N. Gumilyov Eurasian National University
Zh.Ye. Nurbayev, D.N. Aubakirova
This paper analyzes the formation of a comprehensive sustainable development architecture at L.N. Gumilyov Eurasian National University in Kazakhstan, covering a climate policy for Scope 1-3 emissions, sustainable procurement aligned with I…
🇪🇺 Europe📚 Peer-reviewed · JournalNature Climate Change2026#Scope 3DOI
Attributing carbon to capital owners
Matteo Coronese
This paper presents a methodology for attributing carbon emissions to capital owners, i.e., investors. It directly relates to the calculation of Scope 3 category 15 (financed emissions) for financial institutions, offering practical implica…