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.
Peer-reviewedCNJournalInternational Journal of Low Carbon Technologies2023#Energy EfficiencyDOI
The promotion strategies of heat metering and charging in China’s heating region based on complex network evolutionary game model
Hu W.
This study models the diffusion of heat metering and consumption-based charging in China's heating regions using a complex-network evolutionary game framework. It analyzes how interactions among residents and operators shape adoption dynami…
Peer-reviewedJournalGlobal Change Biology2020#Carbon AccountingDOI
How to measure, report and verify soil carbon change to realize the potential of soil carbon sequestration for atmospheric greenhouse gas removal
Smith P.
This paper examines methods to measure, report and verify (MRV) soil carbon change, aiming to unlock soil carbon sequestration as a pathway for atmospheric GHG removal. It addresses standardization, accuracy and practical challenges of soil…
Peer-reviewedJournalApplied Sciences Switzerland2026#Energy TransitionDOI
A Stochastic Multi-Criteria Sustainability Assessment Framework for Alternative Aviation Fuels Under Carbon Pricing Uncertainty
İlgin Beyazit N.
This work develops a stochastic multi-criteria framework to assess alternative aviation fuels under uncertain carbon prices. It integrates multiple sustainability criteria with price-scenario variability, enabling robust comparison of fuel …
Peer-reviewedJournalPlant Science Today2025#Climate ScienceDOI
Carbon farming: A pathway to mitigate climate change for sustainable agriculture
Gokul S.
Carbon farming covers practices that store carbon in soils and cut agricultural GHG emissions, linking climate mitigation with sustainable agriculture. This paper reviews the concept and its practical pathways.
Peer-reviewedJournalInternational Journal of Sustainable Transportation2024#EV & TransportDOI
Low emission scenarios with shared and electric cars: Analyzing life cycle emissions, biofuel use, battery utilization, and fleet development
Berg Mårtensson H.
This paper analyzes low-emission transport scenarios combining car-sharing and electric vehicles, examining life-cycle emissions, biofuel use, battery utilization, and fleet development. It contributes a quantitative assessment of how share…
Peer-reviewedJournalInternational Journal of Low Carbon Technologies2024#Energy TransitionDOI
Evolutionary game of inland waterways LNG construction under government subsidy and carbon tax policy under fuzzy environment
Xu C.
This study models the construction of inland-waterway LNG infrastructure as an evolutionary game under government subsidy and carbon-tax policies, incorporating a fuzzy environment. It captures strategic interactions between operators and r…
Peer-reviewedJournalSustainability Switzerland2019#Climate ScienceDOI
Climate change and economics 101: Teaching the greatest market failure
Liu J.C.E.
An educational paper on how to teach climate change as 'the greatest market failure' in introductory economics. It focuses on conveying externalities, carbon pricing, and policy design to students. Direct implications for disclosure practic…
Peer-reviewedCNJournalEnvironmental Research Letters2025#Carbon PricingDOI
Provincial economic and air quality-related health impacts of China’s potential partitioned carbon regulation
Peng H.
This paper assesses the provincial economic and air-quality-related health impacts of a potential partitioned (regionally differentiated) carbon regulation in China. It quantifies how carbon pricing design choices produce uneven economic an…
Peer-reviewedCNJournalEconomic Modelling2024#Climate ScienceDOI
How does extreme heat affect carbon emission intensity? Evidence from county-level data in China
Jiang L.
Using Chinese county-level data, this study empirically examines how extreme heat affects carbon emission intensity. It suggests rising temperatures may raise emission intensity through higher power demand and production adjustments. Its co…
Peer-reviewed🇺🇸 USAConference17th AIAA Aviation Technology Integration and Operations Conference 20172017#Energy TransitionDOI
Sensitivity analysis of fleet-level life cycle carbon emissions to biofuel options and emission policy schemes for the U.S. commercial airlines
Chao H.
A sensitivity analysis of fleet-level life cycle carbon emissions for U.S. commercial airlines under different biofuel options and emission policy schemes. It quantifies how SAF choices and policy design shape aviation decarbonization estim…
Peer-reviewedJournalEnvironmental Impact Assessment Review2026#Carbon PricingDOI
Robust carbon price forecasting across frequencies and scales: A novel hybrid-attention multivariate information-fusion framework with interpretable attributions
Yang H.
Proposes a hybrid-attention multivariate information-fusion framework for robust carbon price forecasting across frequencies and scales, with interpretable attribution of predictions. Directly relevant to carbon markets and climate finance …
Peer-reviewedConference2023 8th International Conference on Power and Renewable Energy Icpre 20232023#Carbon PricingDOI
A Study on the Carbon Trading Systems and Demand Side Carbon Emissions Obligation
Yang Z.
This paper examines carbon trading systems alongside demand-side carbon emission obligations. It appears to address how emission-reduction duties are allocated to downstream/consumption actors, not only supply-side caps. Without an abstract…
Peer-reviewedCNConferenceCtisc 2022 2022 4th International Conference on Advances in Computer Technology Information Science and Communications2022#Carbon PricingDOI
Implications from German Carbon Market Management for China's Local Governments
Li B.
A policy-comparison study drawing lessons from German carbon market management for Chinese local governments implementing emissions trading. It focuses on subnational enforcement and oversight design, contrasting China's central-led system …
Peer-reviewedJournalJournal of Industrial and Management Optimization2025#Carbon PricingDOI
GREEN TECHNOLOGY INVESTMENT AND SUPPLY CHAIN COORDINATION STRATEGIES CONSIDERING MARKETING EFFORTS AND RISK AVERSION UNDER CARBON TAX POLICY
Wu D.
A game-theoretic analysis of how supply chain members choose green technology investment and coordination strategies under a carbon tax, accounting for marketing efforts and risk aversion. It shows how carbon pricing shapes investment incen…
Peer-reviewedCNJournalJournal of Policy Analysis and Management2024#PolicyDOI
Are policy mixes in energy regulation effective in curbing carbon emissions? Insights from China's energy regulation policies
Wu J.
This paper empirically examines whether combinations of energy regulation policies in China effectively curb carbon emissions. It focuses on policy mixes and their interactions rather than single instruments, assessing emission-reduction ou…
Peer-reviewedCNJournalEnergy Policy2024#Carbon PricingDOI
Power play in carbon trading market: How status of executives with R&D background incentives companies’ low-carbon innovation
Wu Q.
An empirical study examining how the status and authority of executives with R&D backgrounds shape corporate low-carbon innovation under carbon emissions trading markets. It highlights the interaction between executive characteristics and c…
Peer-reviewedJournalResource and Energy Economics2004#Carbon PricingDOI
Determining the cost-effective size of an emission trading region for achieving an ambient standard
Atkinson S.E.
A policy study on how the geographic size of an emissions trading region affects the cost-effectiveness of meeting an ambient environmental standard. It examines the trade-off between regional scope, abatement cost, and environmental target…
Peer-reviewedCNJournalEnergy2022#Carbon PricingDOI
Combined effects of carbon pricing and power market reform on CO2 emissions reduction in China's electricity sector
Li M.
This study examines how combining carbon pricing with power market reform affects CO2 emissions reduction in China's electricity sector. It assesses the interaction of policy instruments rather than isolated measures. Relevant to readers tr…
Peer-reviewedJournalInternational Journal of Low Carbon Technologies2022#Carbon PricingDOI
Low-carbon supply chain operations: impacts of carbon tax and fairness concerns
Shi S.
A study examining how carbon taxes affect low-carbon supply chain operations alongside fairness concerns. It appears to analyze how carbon pricing shapes supply chain coordination and cost allocation among firms. Without an abstract, detail…
Peer-reviewedJournalInternational Journal of Agricultural Sustainability2026#Carbon PricingDOI
Imposing a carbon tax on dairy production in nature constrained areas: a SEEA-based analysis
Hyytiä N.
This study analyzes the effects of imposing a carbon tax on dairy production in nature-constrained areas using the UN System of Environmental-Economic Accounting (SEEA) framework. It links carbon pricing of agricultural emissions with envir…