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.
🌍 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…
🌍 GlobalPreprintAerosol and Air Quality Research2025#Scope 3DOI
Green Technology Innovations for Carbon Footprint Reduction in the Restaurant Industry: A Systematic Review
Shu-Yen Yang, Chien-Er Huang, John Kennedy Mwangi +2
This systematic review synthesizes literature on carbon footprint reduction strategies in restaurants, highlighting green technologies (solar, biogas, biodiesel) that reduce GHG emissions by 20–75% and composting/food waste valorization cut…
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Scope 3DOI
A Study on the Proportion of Ports in CO2 Emissions from International Maritime Container Transport
2024A-OS15-4 国際海上コンテナ輸送に起因するCO2排出量に占める港湾の割合に関する一考察
(著者不明)
This study analyzes the proportion of ports in CO2 emissions from international maritime container transport, estimating the contribution of ports and providing implications for emission reduction strategies.
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Scope 3DOI
Greenhouse Gas Allocation Based on Stock Ownership Relationships
株式所有関係に基づいた温室効果ガス配分
(著者不明)
This paper proposes a method for allocating greenhouse gas emissions based on stock ownership relationships. It assigns emissions to investors proportionally to their ownership stakes, contributing to Scope 3 Category 15 (investments) accou…
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Scope 3DOI
Re-evaluating the Warming Load from Livestock Production: Manure-derived Emissions Can Be Reduced
「家畜生産が原因の温暖負荷を再評価。 ふん尿起源排出は削減できます」
(著者不明)
This paper re-evaluates the greenhouse gas load from livestock production, focusing on manure-derived emissions. It suggests that improved manure management can significantly reduce these emissions.
📚 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…
🌍 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…
📚 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 …
📚 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 · 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 …