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 · JournalEngineering Applications of Artificial Intelligence2026#Carbon PricingDOI
Scale-aware dynamic fusion of textual and numerical information for carbon price forecasting in Chinese emissions trading markets
Rui Liu, Chaoyong Qin
This paper proposes a scale-aware dynamic fusion method that integrates textual and numerical information to improve carbon price forecasting in Chinese emissions trading markets. The method accounts for different data scales and demonstrat…
📚 Peer-reviewed · JournalInternational Journal of Electrical Power & Energy Systems2026#Carbon PricingDOI
A two-stage low-carbon operation framework for prosumer-aggregated integrated energy system with dynamic carbon-energy pricing
Shihao Liu, Yuping Huang, Guotian Cai +3
This paper proposes a two-stage low-carbon operation framework for prosumer-aggregated integrated energy systems, incorporating dynamic carbon and energy pricing to balance emission reduction and cost efficiency.
CN📚 Peer-reviewed · JournalAdvances in Economics, Management and Political Sciences2026#Carbon PricingDOI
The Impact of Carbon Emissions Trading Policy on Green Investment of Listed Companies: A CiteSpace-Based Knowledge Mapping Analysis
Ziyan Pang
This paper uses CiteSpace to visually analyze 536 CNKI papers from 2020-2026 on carbon emissions trading and corporate green investment. The field evolved from macro institutional construction to micro-level response and systematic integrat…
CN📚 Peer-reviewed · JournalJournal of the Air & Waste Management Association2026#Carbon PricingDOI
China’s carbon emissions trading system (ETS) helps the country slow down industrial solid waste accumulation
Daxin Dong, Diwei Zheng
This paper empirically analyzes how China's carbon emissions trading system (ETS) reduces industrial solid waste accumulation, demonstrating co-benefits of carbon pricing on waste management. Using Chinese data, it provides evidence for pol…
CN📚 Peer-reviewed · JournalSustainability Switzerland2026#Carbon PricingDOI
Emissions Trading, Green Innovation, and Sustainable Finance: Evidence from China’s SO2 Pilot on Firms’ Cost of Equity
Li X.
This paper empirically analyzes the impact of China's SO2 emissions trading pilot on firms' cost of equity. It shows that emissions trading reduces firms' cost of equity, mediated by green innovation. Contributes to the linkage between sust…
📚 Peer-reviewed · JournalJournal on Wireless Communications and Networking2026#Carbon PricingDOI
PCBS: a privacy-preserving carbon trading framework for AI-empowered IoT with blockchain and secure multi-party computation
Yong Xu, Donglei Tao, Yen-Jou Chen +3
PCBS is a framework enabling privacy-preserving carbon trading in AI-empowered IoT environments. By combining blockchain and secure multi-party computation, it achieves confidentiality of emission data while maintaining transaction transpar…
🇺🇸 USA📚 Peer-reviewed · JournalGlobal Environmental Politics2026#Carbon PricingDOI
The Carbon Pricing Politics of Methane: The Minor Miracle of the US Methane Fee
Nikolai Drahos
Despite repeated failures, the US adopted a federal methane fee in the Inflation Reduction Act of 2022. Based on insider interviews, this study identifies four enabling conditions for political feasibility: industry division, effective idea…
CN📚 Peer-reviewed · JournalEnergy Economics2025#Carbon PricingDOI
Carbon emission trading policy and energy transition: Perspective from natural gas consumption in China
Cai L.
This paper analyzes the impact of carbon emission trading policy on energy transition through the lens of natural gas consumption in China, examining policy effectiveness and the role of natural gas as a bridge fuel.
📚 Peer-reviewed · JournalClimate Policy2020#Carbon PricingDOI
Evaluating policy success of emissions trading schemes in emerging economies: comparing the experiences of Korea and Kazakhstan
Howie P.
This paper compares the emissions trading schemes (ETS) of Korea and Kazakhstan, evaluating policy success factors. It analyzes institutional design and implementation, deriving conditions for effective ETS. Offers insights for emerging eco…
CN📚 Peer-reviewed · JournalEnvironmental Science and Pollution Research2022#Carbon PricingDOI
Time-varying spillovers among pilot carbon emission trading markets in China
Xiao Z.
This paper investigates the time-varying spillover effects among China's regional pilot carbon emission trading markets, revealing dynamic interdependencies and providing insights for market integration.
🌍 GlobalReportSpringer Climate2022#Carbon PricingDOI
The Political Economy of Carbon Pricing: Lessons from the Mexican Carbon Tax Experience for the Mexican Cap-and-Trade System
Belausteguigoitia J.C.
This paper examines the political economy of carbon pricing in Mexico, drawing lessons from the carbon tax implementation to inform the design of the upcoming cap-and-trade system. It analyzes institutional challenges and transition barrier…
📚 Peer-reviewed · JournalCab Reviews Perspectives in Agriculture Veterinary Science Nutrition and Natural Resources2018#Carbon PricingDOI
Carbon pricing for climate change mitigation
Timilsina G.R.
This paper provides a comprehensive overview of carbon pricing as a tool for climate change mitigation, discussing the effectiveness and challenges of emissions trading systems and carbon taxes, and offering guidance for policy design.
📚 Peer-reviewed · JournalJournal Of Tax Policy, Economics, And Accounting2026#Carbon PricingDOI
CARBON TAX ANTICIPATION, ESG DISCLOSURE, AND FINANCIAL ACCOUNTABILITY IN INDONESIA: EVIDENCE FROM IDXCARBON-LISTED ENERGY PROJECTS
I. Ismatullah, S. Nursyahputra
This study qualitatively examines environmental accounting, ESG disclosure, and audited financial reporting in high-emission state-owned Indonesian energy enterprises anticipating a carbon tax. It finds that cumulative carbon tax exposure f…
PreprintSSRN2025#Carbon Pricing
The Market for Voluntary Carbon Offsets
Florian Berg, Marco Ceccarelli, Florian Heeb +3
We analyze pricing in the voluntary carbon market (VCM) using proprietary transaction-level data. Prices range from cents to over $100 per ton CO2. Credits with positive non-carbon externalities command 2-4x prices. Buyer identity explains …
📚 Peer-reviewed · JournalMathematics2025#Carbon PricingDOI
Distributed Energy Sharing Network Equilibrium in Industrial Parks Under Carbon Emissions Trading Mechanism
Fu H.
This paper analyzes the impact of carbon emissions trading on distributed energy sharing networks within industrial parks using an equilibrium model. It quantifies cost and emission reductions, offering policy insights.
🌍 Global📚 Peer-reviewed · JournalClimate Policy2024#Carbon PricingDOI
Carbon leakage in agriculture: when can a carbon border adjustment mechanism help?
Fournier Gabela J.G.
This paper examines carbon leakage in the agricultural sector and explores the conditions under which a carbon border adjustment mechanism (CBAM) can effectively mitigate it, considering agricultural specificities.
CN📚 Peer-reviewed · JournalEnergy and Environment2025#Carbon PricingDOI
Could carbon emissions trading scheme improve total factor carbon emissions performance? Evidence from cities of China
Zheng L.
This study empirically examines the impact of China's carbon emissions trading scheme (ETS) on total factor carbon emissions performance using city-level data. It finds that the ETS significantly improves carbon productivity, providing evid…
📚 Peer-reviewed · JournalSustainability Science Practice and Policy2025#Carbon PricingDOI
Understanding the drivers of carbon tax rates: a global analysis of population, gross domestic product, and energy mix
Prabawani B.
This paper globally analyzes the drivers of carbon tax rates, focusing on population, GDP, and energy mix. It provides a foundation for understanding differences in carbon tax policies across countries.
🌍 GlobalPreprintZenodo2026#Carbon PricingDOI
Prim‑Lex Carbon Market: Seven Luminaires Synchronization——Temporal Governance of the Global Carbon Pricing System
Xiaowang, Shen
This paper applies Kuramoto coupled-oscillator synchronization theory to address rhythm mismatch in global carbon markets. It proposes a 'Seven Luminaires synchronization degree' (σ_SevenLuminaires) as a quantitative metric for temporal gov…
CN📚 Peer-reviewed · JournalElectronics2026#Carbon PricingDOI
Bi-Level Optimal Planning of Soft Open Points Integrated with Energy Storage in Distribution Networks Considering Dynamic Electro-Carbon Factors
K. Cheng, Haitao Liu, Yu Ji +3
This paper proposes a bi-level collaborative planning strategy for soft open points integrated with energy storage (E-SOP) in distribution networks, considering dynamic electro-carbon factors. The upper level optimizes siting and sizing to …