GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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.
🇪🇺 EuropeDatasetZenodo (CERN European Organization for Nuclear Research)2023#Energy TransitionDOI
Global gridded anthropogenic emissions of air pollutants and methane for the period 1990-2050
Zbigniew Klimont, C. Heyes, Peter Rafaj +12
This dataset provides global gridded anthropogenic emissions of air pollutants and methane from 1990 to 2050, developed with the GAINS model at IIASA. It includes three scenarios: current legislation (CLE), maximum technical reduction (MTFR…
Peer-reviewed🌍 GlobalJournalJournal of Clinical Epidemiology2025#Carbon AccountingDOI
Carbon emissions associated with clinical trials: a scoping review
Frank You, Taylor Coffey, Daniel Powell +2
This scoping review synthesizes evidence on carbon emissions from clinical trials, analyzing 22 articles. Key hotspots include travel, facilities, and sample lifecycle. Variability in measurement methods hinders comparison, but the need for…
🌍 GlobalJournalJournal of Operations Management2020#Supply ChainDOI
Innovation in supply networks—A research framework and roadmap
Subodha Kumar, Sriram Narayanan, Fabrizio Salvador
This paper proposes a research framework for innovation in supply networks, highlighting that suppliers' R&D investments often exceed those of focal firms. It discusses how supply chain fragmentation and globalization shift the locus of inn…
Peer-reviewed🌍 GlobalJournalAnesthesia & Analgesia2025#PolicyDOI
Climate Change, Emissions of Volatile Anesthetics, and Policy Making: The Case of Desflurane
Laurentiu Marin, Robert Kleinberg
This paper reassesses the climate impact of the volatile anesthetic desflurane using climate science models, highlighting the limitations of GWP metrics. It shows that continued emissions lead to a small, reversible temperature step of 0.00…
🇪🇺 EuropeDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
nxsut 3.0
Nicolò Golinucci, Lorenzo Rinaldi
nxsut 3.0 is a physically-based environmentally-extended supply-use table built on EXIOBASE Hybrid, updated to 2023-2025 electricity supply and trade. It adds innovative steelmaking technologies and hydrogen production, improving carbon foo…
Peer-reviewed🌍 GlobalJournalEnvironmental Science & Policy2024#Carbon AccountingDOI
Carbon data and its requirements in infrastructure-related GHG standards
Jinying Xu, Kristen MacAskill
This paper reviews international, European, and British GHG standards for carbon data in distributed infrastructure, highlighting challenges in data collection and uncertainty. It finds that many standards do not require Scope 3 accounting,…
Preprint🌍 GlobalSSRN Electronic Journal2026#Energy TransitionDOI
Fuel and Carbon Intensity of Cut-to-Length Harvesting: A Multi-Country Meta-Analysis and Decarbonisation Roadmap
Gabriel Osei Forkuo
This paper presents a multi-country meta-analysis of fuel and carbon intensity in cut-to-length harvesting, offering a decarbonisation roadmap. It quantifies emission reduction potentials through machinery efficiency improvements and altern…
Peer-reviewed🌍 GlobalJournalAnaesthesia2019#Energy TransitionDOI
Abandoning inhalational anaesthesia
Stuart White, Cliff Shelton
This paper argues that inhalational anaesthetic agents, particularly desflurane, have high global warming potentials and contribute significantly to healthcare's carbon footprint. Citing IPCC urgency, the authors advocate phasing out these …
🇨🇳 ChinaJournalFrontiers in Built Environment2026#Energy TransitionDOI
Editorial: Digital transformation in construction: integrating metaverse, digital twin, and BIM
Izuru Takewaki, Zheng Lu, Salman Azhar +4
This editorial introduces a research topic on integrating BIM, digital twins, and metaverse technologies in construction. It emphasizes sustainability, resilience, safety, and productivity, with applications in carbon reduction and circular…
Preprint🇨🇳 China2017#Climate Science
Assessing the comprehensive global warming potential of greenhouse gases from wheat-maize rotation croplands under different tillage practices
DOI: 10.13930/j.cnki.cjea.160261
Yan Cuiping, Zhang Yuming, Hu Chunsheng +4
Based on a long-term field experiment initiated in 2001 in China, this study evaluates the effects of different tillage practices on N2O, CO2, and CH4 emissions from wheat-maize rotation croplands and compares their comprehensive global war…
Preprint🇨🇳 China2021#Energy Transition
Structural Evolution of Energy Embodied in Final Demand During Economic Growth: Empirical Evidence from 25 Countries
Zhang, Yi, Fan, Ying, Xia, Yan +1
This study empirically analyzes the structural changes in energy demand during economic growth from a final demand perspective, finding a U-shaped relationship. It emphasizes the importance of demand-side energy conservation and emission re…
Preprint🇨🇳 China2022#AI × ESG
Real-time pricing strategy based on reinforcement learning with load uncertainty
Real-time pricing strategy based on reinforcement learning with load uncertainty*
Wang Jingqi, Gao Yan†, Wu Zhiqiang, Li Renjie
This paper proposes a real-time pricing model incorporating load uncertainty and carbon trading in smart grids, maximizing welfare for both supply and demand. Using Q-learning to handle non-convex nonlinear problems, it contributes to renew…
Preprint🇨🇳 China2024#Carbon Pricing
Research on Legal Safeguards for Carbon Market Integration in the Guangdong-Hong Kong-Macao Greater Bay Area
Zhang Yedong, Yedong Zhang
This paper examines legal safeguards for carbon market integration in the Guangdong-Hong Kong-Macao Greater Bay Area, focusing on legislation, enforcement, and judiciary. It emphasizes cooperation under 'One Country, Two Systems' to achieve…
Preprint🇨🇳 China2025#AI × ESG
Digital Transformation and Carbon Emission Reduction in Construction Enterprises: Evidence from Listed Companies
Zhao Sanglin, Zhao Sanglin
This study empirically analyzes the impact of digital transformation (DX) on carbon emission reduction using data from Chinese listed construction enterprises from 2000 to 2021. The results show that DX significantly reduces carbon emission…
Preprint🇨🇳 China2024#Energy Transition
Postprint: Demand for Computing Power Development, Electricity Consumption, and Green and Low-Carbon Transition Strategies in China
Chen Xiaohong, Cao Liaoying, Jiaolong Chen +3
This paper examines the growing electricity consumption from computing power development in China and strategies for green and low-carbon transition. It highlights the challenge of balancing data center energy demand with emission reduction…
Peer-reviewedCNJournalEnergy Economics2019#Carbon PricingDOI
What will China's carbon emission trading market affect with only electricity sector involvement? A CGE based study
Lin B.
This study uses a computable general equilibrium (CGE) model to analyze the economic impacts of China's emissions trading scheme (ETS) when only the power sector is included. It quantifies spillover effects on other sectors and the macroeco…
Preprint🇨🇳 China2025#Policy
Can Green Credit Policies Promote Coordinated Carbon Pollution Reduction? Evidence from a Difference-in-Differences Model
Zhetong Li, Qing Ding, Sanglin Zhao +2
This study empirically evaluates the impact of green credit policies on coordinated reduction of carbon emissions and air pollutants in China's industrial sector using a difference-in-differences (DID) model. By comparing treated and contro…
🌍 GlobalScience Advances2026#Carbon AccountingDOI
Satellite observations reveal underestimation of CO2 emissions in Africa and the Middle East
Xiaojuan Lin, R. van der A, Jos de Laat +3
This study uses TROPOMI satellite NOx observations to indirectly estimate CO2 emissions in Africa and the Middle East, revealing that current inventories underestimate total emissions by about 30%. About 35% of the underestimation is from n…
Peer-reviewed🌍 GlobalJournalJournal of Material Cycles and Waste Management2026#circular_economyDOI
Enhancing circularity in concrete waste management: a conceptual framework of stakeholder engagement, barriers and strategies for sustainable collaboration
Mary Oyewole, Daniel W. M. Chan, D. C. Nwonu +1
This study addresses socio-organizational barriers to circular economy implementation in concrete waste management (CCWM). Through a systematic review of 51 studies, it identifies 11 stakeholder groups and applies a RACI governance framewor…
Peer-reviewed🌍 GlobalJournalFrontiers in Built Environment2026#Climate FinanceDOI
Smart cities and the infrastructure metaverse: can data markets and securitization help close the financing gap?
Peter Adriaens, Juri Mattila
This paper explores the connection between smart city data value chains and infrastructure financing, proposing a multi-layer securitization framework. It maps the digital infrastructure stack from physical sensing to digital twins, contrac…