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.
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Disclosure InfrastructureDOI
Corporate Carbon Footprint Disclosure Quality in Latin America: A Multi-Country Assessment Using the Carbon Integrity Index
Rodrigo Gil, Sara Martínez, Jose Traub +2
This study provides the first multi-country assessment of carbon footprint disclosure quality in Latin America, analyzing 103 company reports from five countries using the Carbon Integrity Index. While 83.5% disclose some value-chain emissi…
Conference2026 International Conference on AI-Driven Smart Systems and Ubiquitous Computing (ICAUC)2026#Carbon AccountingDOI
AI-Driven Carbon Footprint & ESG Reporting Platform
N. Giridharan, Dhayanithi V, S. S +1
This paper presents an AI-based platform that integrates diverse organizational data (energy, commuting, supply chain) to automate carbon footprint measurement and ESG reporting. Using AI for validation and estimation, it achieves higher re…
🌍 Global📚 Peer-reviewed · JournalSocial Science Research Network2026#Scope 3DOI
From Investment Zones to Climate Clusters: Rewiring Governance and Public-Private Collaboration for Southeast Asia's Semiconductor Net-Zero Transition
Son Nguyen
This paper critiques existing governance models in Southeast Asian semiconductor clusters for prioritizing competitiveness over climate objectives. It proposes three innovations—Cluster Climate Compacts, Climate-Aligned PPPs, and Polycentri…
🌍 Global2026#Carbon AccountingDOI
A Blueprint for MRV: How Countries can Build OGMP 2.0-Aligned Reporting into MRV Methane Regulations
(著者不明)
This paper provides policymakers with a blueprint for integrating OGMP 2.0-aligned methane reporting into regulatory MRV frameworks. It leverages the UNEP IMEO's leading MRV standard for the oil and gas industry, offering step-by-step guida…
📚 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…
🌍 Global📚 Peer-reviewed · JournalCalifornia Management Review2026#Scope 3DOI
Shaping the Path Toward Net Zero Through Supplier Engagement
Pilar Acosta, M. Knudsen
This study examines how 25 global firms engage suppliers to reduce Scope 3 emissions, identifying five mechanisms: codes of conduct, financial instruments, digital platforms, supplier training, and co-innovation. It assesses implementation …
CN📚 Peer-reviewed · JournalJournal of Innovation and Development2026#Carbon PricingDOI
Financial Pricing Mechanisms for Corporate Carbon Risks: Methodological Critique and Integration in Empirical Research Under Dual Carbon Goals
Ranran Zhang
This paper systematically examines methodological challenges in empirically pricing corporate carbon risk under China's dual carbon goals (2030 peak, 2060 neutrality). It identifies three core issues: poor data reliability (e.g., omitted Sc…
📚 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…
🌍 Global📚 Peer-reviewed · JournalMathematics2026#Supply ChainDOI
Dual-Leverage Effects of Embeddedness and Emission Costs on ESCO Financing: Engineering-Driven Design and Dynamic Decision-Making in Low-Carbon Supply Chains
Liurui Deng, Lingling Jiang, S. Gan
This study analyzes the impact of ESCO financing modes (bank, green bond, internal factoring) on supply chain emission reduction efficiency and economic benefits under carbon quota trading and EPC. Using a multi-agent Stackelberg game model…
🌍 Global📚 Peer-reviewed · JournalSystems2026#Supply ChainDOI
Operational Resilience Under Carbon Constraints: A Socio-Technical Multi-Agentic Approach to Global Supply Chains
Rashanjot Kaur, Triparna Kundu, Bhanu Sharma +2
This paper examines operational resilience of global supply chains under carbon constraints. It develops a multi-agent framework integrating supply chain decisions, national energy-transition profiles, and carbon-aware AI computation. The C…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Environment and Climate Change2026#AI × ESGDOI
Artificial Intelligence Techniques for Monitoring Carbon Emissions and Supporting Green Investment Decisions
Emmanuel Ohimai Ojo, Prince Michael Akwabeng, Gloria Opoku Darkoh +1
This systematic review examines AI applications in carbon emission monitoring and green investment decisions, analyzing 55 studies from 2021-2025. It finds that machine learning, deep learning, and hybrid algorithms significantly improve em…
🌍 Global📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Scope 3DOI
Redesigning the Value Chain: A Net‐Zero Circular Economy Approach to Resource Retention
Muhammad Ikram
This study proposes the Net Zero Circular Value Chain Model (NZCVCM), integrating circular economy (CE) with net-zero carbon goals. Based on the 10R classification, it identifies opportunities to reduce greenhouse gas emissions in each reso…
🇪🇺 Europe📚 Peer-reviewed · JournalSocial Science Research Network2026#Scope 3DOI
Can GenAI fill banks’ emissions data gaps?
Cristina Angelico, Enrico Bernardini
This paper finds significant limitations in emissions data for euro area banks from four providers: gaps, inconsistencies, and high volatility in scope 3 emissions. It tests three GenAI tools and finds that GenAI-based data correlates with …
📚 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 · JournalCommunications Sustainability2026#Carbon AccountingDOI
Between 2010 and 2021, global emissions from digital technologies were largely obscured in greenhouse gas emission accounting standards
Janna Axenbeck, S. Kunkel, Joris Blain +1
This study reveals that global emissions from digital technologies between 2010 and 2021 were largely obscured in greenhouse gas emission accounting standards. It highlights the inadequacy of current carbon accounting frameworks in capturin…
📚 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…