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.
CN📚 Peer-reviewed · JournalGeoscience Frontiers2024#Scope 3DOI
Towards net zero carbon buildings: Accounting the building embodied carbon and life cycle-based policy design for Greater Bay Area, China
Liang H.
This paper proposes accounting methods for building embodied carbon and life cycle-based policy design towards net zero carbon buildings in the Greater Bay Area, China. It provides a crucial framework for decarbonizing the building sector, …
Conference2026 International Conference on AI Innovations and Industry (ICAIII)2026#Scope 3DOI
Scope-3 Intelligence: A Business Intelligence System for Carbon Accounting and Sustainable Supply Chains
Maen Alzubi, M. Bashabsheh, Basem Zughoul +1
This paper proposes a business intelligence system to support Scope 3 emissions calculation and management, streamlining carbon accounting across the supply chain to help achieve sustainability goals.
📚 Peer-reviewed · JournalInternational Journal of Transformations in Business Management2026#Scope 3DOI
The Impact of Disclosing Scope 3 Greenhouse Gas Emissions on the Enterprise Value
Sarah Abdulmelik Abdulhameed, Omer Abdulmelik Abdulhameed
This study analyzes the impact of Scope 3 GHG emission disclosure on enterprise value using data from Karsan, a Turkish firm, from 2013 to 2024. Results show that enterprise value increased after sustainability actions, with Scope 3 emissio…
🇪🇺 Europe📚 Peer-reviewed · JournalSustainability2026#Scope 3DOI
Decarbonizing the Port of Sines: An Integrated Approach Combining Stakeholder Input and Life-Cycle Assessment
Joana O. Andrade, André Fadiga, Danielle Freitas +3
This paper proposes an integrated method combining Life-Cycle Assessment (LCA) and expert elicitation for port decarbonization, applied to Portugal's Port of Sines. LCA reveals Scope 3 emissions account for over 99% of total GHG emissions, …
🌍 Global📚 Peer-reviewed · JournalJournal of International Accounting Auditing and Taxation2026#Scope 3DOI
Board gender diversity and scope 3 carbon emissions: The moderating impact of national culture
Babajide Oyewo, Vincent Tawiah, Silvia Gaia
This paper examines how board gender diversity affects firms' scope 3 carbon emissions, moderated by national culture. Using a cross-country sample, it suggests diverse boards can drive supply-chain decarbonization.
🌍 Global📚 Peer-reviewed · JournalApplied Psychology: Health and Well-Being2026#Scope 3DOI
The greenhouse gas emissions of psychological conferences and what we can do about it
Lisa M. Warner, James A. Green, Claudia Teran‐Escobar
This study estimates CO2eq emissions from attendance at major international psychology conferences. In-person participation emits 1.26t per capita, with 94% from travel. Online attendance reduces emissions by 98%. Total emissions across 21 …
Preprint2026#Scope 3DOI
Decarbonization in Australia’s Mining Sector: An Integrated Assessment based on Scope 1-2-3 Emissions
Riasat Noor
This paper analyzes decarbonization in Australia's mining sector using Scope 1, 2, and 3 emissions. Comparing Western Australia and Queensland, it finds downstream Scope 3 emissions account for over 90% of total mining emissions. Sensitivit…
📚 Peer-reviewed · JournalJurnal Zona2026#Scope 3DOI
Strategi Potensi Pengurangan Emisi Karbon dari Aktivitas Perkebunan dan Pabrik Kelapa Sawit
Muhammad Abil Khausa, Suwondo Suwondo, Eni Sumiarsih
This study quantifies Scope 1, 2, and partial Scope 3 GHG emissions from three operational units of an Indonesian palm oil company using ISO 14064-1. Mobile combustion is the largest source. Biogas recovery from POME can generate 950,174–1,…
🌍 Global📚 Peer-reviewed · JournalAmerican Journal of Respiratory and Critical Care Medicine2026#Scope 3DOI
A32-12 Developing Low-carbon Salbutamol MDI: Assessment of Safety and Tolerability of Salbutamol With Propellant HFA-152a
A Weinberg, K Robbins, D Slade +12
This phase 3 trial demonstrates comparable safety and tolerability of a salbutamol MDI using low-GWP propellant HFA-152a versus the conventional HFA-134a, supporting over 90% carbon emission reduction in inhalers.
CNPreprintZenodo2026#Scope 3DOI
Leveraging AI-Driven Consulting as a Service (CaaS) Frameworks and Edge IoT for Advanced Commercial & Supply Chain Due Diligence: A Strategic Paradigm for China Greater Bay Area Based Manufacturers Navigating EU CBAM and Global Market Entry
Li, Qiming
This white paper proposes an AI-driven CaaS and Edge IoT framework for manufacturers in China's Greater Bay Area to address EU CBAM and CSDDD compliance. It captures real-time shop-floor energy data to generate continuous due diligence repo…
📚 Peer-reviewed · JournalEnvironmental Impact Assessment Review2026#Scope 3DOI
The Circular Scope 3 (CS3) tool: Quantifying greenhouse gas reductions from circular economy strategies for science-based target reporting
Michele Marini, Daniela C.A. Pigosso, Tim C. McAloone
This paper introduces the Circular Scope 3 (CS3) tool for quantifying GHG reductions from circular economy strategies, supporting Scope 3 accounting in SBT reporting.
🇨🇳 China📚 Peer-reviewed · JournalEnergy and Buildings2026#Scope 3DOI
Technology-driven mitigation of embodied CO2 emissions for prefabricated buildings in China: A supply-chain potential quantification and techno-economic analysis
Meijia Xu, Yubing Bai, Yuan Chang
This study quantifies embodied CO2 emissions across the supply chain of prefabricated buildings in China and evaluates techno-economic reduction potentials. It identifies key stages for mitigation and proposes cost-effective measures, offer…
🇪🇺 Europe📚 Peer-reviewed · JournalEnvironments2026#Scope 3DOI
Recent Challenges in Data Acquisition for Scope 3 Activities in Germany: A Case Study at a Scientific Institute Operating a Production Line
Oskay Ozen, Jonathan Magin, Matthias Weigold
This study calculates Scope 1-3 emissions for a German scientific institute's production line over three years (2022-2024), highlighting data acquisition challenges for Scope 3, especially for SMEs. Business travel was the largest Scope 3 c…
🌍 Global📚 Peer-reviewed · JournalMineral Economics2026#Scope 3DOI
Correction to: Advancing a low-carbon future: Impacts of renewable energy, finance, and natural resources on consumption-based carbon in emerging markets
Brahim Bergougui, Ahmed Samour, Stephen Kelechi Dimnwobi
This study examines the impacts of renewable energy, financial development, and natural resources on consumption-based carbon emissions in emerging markets. Empirical results suggest renewable energy reduces emissions, while natural resourc…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Scope 3DOI
Carbon Footprint Rating Information on Food Packaging and Consumer Low-Carbon Purchasing Behavior: An Integrated TPB–TAM Model
Nahua Shi, Minjun Rao, Li J +2
This study integrates TPB and TAM to analyze how carbon footprint rating on food packaging influences low-carbon purchasing behavior. Surveying 581 respondents across four Chinese regions, it finds that perceived ease of use, usefulness, su…
🌍 Global📚 Peer-reviewed · JournalJournal of Organizational Effectiveness People and Performance2026#Scope 3DOI
Low carbon careers: a conceptual framework and research agenda
John Blenkinsopp, Tracy Scurry, Nikos Bozionelos
This article introduces a careers perspective on employee green behavior, specifically work-related travel, proposing a conceptual framework for 'low carbon careers.' It reviews existing literature, identifies limitations of cross-sectional…
📚 Peer-reviewed · JournalJournal of Cleaner Production2026#Scope 3DOI
Embodied carbon transfer in global steel trade: shared responsibility for carbon reduction
Zhuohang Tian, Binfan Jiang, Dehong Xia +1
This paper analyzes embodied carbon transfers in global steel trade, advocating for shared responsibility in emission reductions. It quantifies carbon flows between major steel exporting and importing countries, offering insights for intern…
📚 Peer-reviewed · JournalSustainable Development2026#Scope 3DOI
Shaping the Future of Environmental Sustainability in
SMEs
: A Hybrid
NGT
and Grey
AHP
Approach
A. Chakraborty, D. Ranjan, M. Singh
This study develops a GRI-compliant environmental reporting framework for Indian manufacturing SMEs using Modified NGT and Grey AHP. It creates a materiality matrix for environmental challenges and emphasizes ESG reporting, especially Scope…
🇨🇳 China📚 Peer-reviewed · JournalHabitat International2026#Scope 3DOI
From digital infrastructure divides to embodied carbon transfer: Evidence from agricultural trade in major global countries
Chuyu Xia, Kang Wu, Xianlu Ao +3
This study examines how digital infrastructure divides affect embodied carbon transfer in agricultural trade. Using data from major countries, it reveals the impact of digitalization on international carbon transfer patterns, offering insig…
🇨🇳 China📚 Peer-reviewed · JournalEnergy Economics2026#Scope 3DOI
Decreasing energy-related carbon inequality in inter-provincial trade: Evidence from carbon emissions embodied in Beijing-Tianjin-Hebei region and its surrounding areas
Yongzhe Liu, Haiyan Chen, Yuan Liu +2
This study analyzes carbon emissions embodied in inter-provincial trade within the Beijing-Tianjin-Hebei region and surrounding areas, focusing on energy-related carbon inequality. By calculating trade-embedded emissions and revealing regio…