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.
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Governing Low-Carbon Landscapes: A Systematic Review of Incentives, Spatial Planning, and Community Forest Management
Saiyuli Saiyuli, Ristia Mareta, Sherin Evangelistha +6
This systematic review synthesizes evidence from 13 empirical studies across 11 countries on integrating incentive mechanisms (REDD+, carbon credits, PES, tax relief), spatial planning, and community forest management for low-carbon develop…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
Decoupling or Coupling? Climate Policy and Green Finance in the Era of China’s Carbon Neutrality: A Joint Impulse Response Function Perspective
Yi Shu, Kai-Hua Wang, Sorana Vătavu
This paper uses the joint impulse response function (jIRF) to investigate multiple shocks from climate policy uncertainty (CPU) and green finance (GF) to carbon prices (CAPs) in China. jIRF estimates are more accurate than traditional metho…
🇨🇳 China📚 Peer-reviewed · JournalEnergy Strategy Reviews2026#Carbon PricingDOI
Strategic alliance selection for retired power batteries recycling under carbon cap-and-trade and government subsidies
Xiaomin Xu, Qianru Ma, Wensheng Wang
This study examines four alliance-based battery recycling models in a closed-loop supply chain under carbon cap-and-trade and government subsidies. Using Stackelberg game and real data numerical simulation, it derives optimal recycling mode…
🌍 Global📚 Peer-reviewed · JournalSocial Sciences & Humanities Open2026#Carbon PricingDOI
The knowledge architecture of carbon markets: A 30-year global view
Carlos Macías, Karime Montes-Escobar, Ezequiel Zamora-Ledezma +2
This bibliometric analysis of 10,552 articles on carbon markets from 1994-2024 reveals exponential growth post-Paris Agreement, a thematic shift from forest carbon to market design and technological innovation, and a disciplinary divide bet…
🌍 GlobalJournal2026#Carbon PricingDOI
The Future of Carbon Market Institutions in the Paris Era
Jihyung Joo, Jouni Paavola, James Van Alstine
This chapter examines the institutional evolution of carbon markets in the Paris era, focusing on the clash between the old discourse of economic competitiveness and the new climate emergency discourse in Article 6 negotiations. It finds th…
📚 Peer-reviewed · JournalShanghai Jiaotong Daxue Xuebao Journal of Shanghai Jiaotong University2026#Carbon PricingDOI
Optimization of Integrated Energy System with Joint Operation of Flexible Equipment Considering Reward-Penalty Carbon Trading
Zhou Y.
This paper proposes an optimization method for integrated energy systems with joint operation of flexible equipment under a reward-penalty carbon trading mechanism, aiming to balance economic and environmental performance by improving syste…
🇪🇺 Europe📚 Peer-reviewed · JournalResearch in International Business and Finance2026#Carbon PricingDOI
Green finance transmission mechanisms and renewable energy deployment: Threshold effects in EU carbon markets
Ampountolas A.
This paper examines the transmission of green finance to renewable energy deployment, focusing on threshold effects in EU carbon markets. It empirically analyzes the nonlinear impact of carbon price fluctuations on renewable energy investme…
CN📚 Peer-reviewed · JournalEconomic Analysis and Policy2024#Carbon PricingDOI
The role of imperfect market structure in the employment effect of emissions trading scheme in China: A theoretical extension and empirical investigation
Wang X.
This paper theoretically and empirically examines how imperfect market structures (e.g., imperfect competition, distortions) influence the employment effects of China's emissions trading scheme (ETS). It extends the theoretical framework an…
📚 Peer-reviewed · JournalAccounting Research Journal2021#Carbon PricingDOI
Estimation of a term structure model of carbon prices through state spaces methods: a pitch
Aspinall T.W.
This paper proposes a method to estimate the term structure of carbon prices using state space models. It aims to improve the understanding of carbon price dynamics, which can inform carbon pricing policies and investment decisions in clima…
📚 Peer-reviewed · JournalInternational Journal of Climate Change Strategies and Management2019#Carbon PricingDOI
Climate-entrepreneurship in response to climate change: Lessons from the Korean emissions trading scheme (ETS)
Lee S.Y.
This paper examines how Korea's emissions trading scheme (ETS) influences climate-entrepreneurship among firms. It explores the potential of carbon pricing mechanisms to drive innovation and emission reductions.
CN📚 Peer-reviewed · JournalJournal of Industrial Ecology2025#Carbon PricingDOI
Toward efficient mitigation solutions: Source-based carbon pricing and economic implications in China
Wang X.
This paper analyzes the economic implications of source-based carbon pricing in China, offering insights for efficient mitigation solutions. It quantitatively evaluates the design and economic effects of carbon pricing, contributing to Chin…
📚 Peer-reviewed · JournalZhongguo Dianji Gongcheng Xuebao Proceedings of the Chinese Society of Electrical Engineering2018#Carbon PricingDOI
Two-stage Robust Optimization Model of Day-ahead Scheduling Considering Carbon Emissions Trading
Zhang G.
This paper proposes a two-stage robust optimization model for day-ahead scheduling considering carbon emissions trading. It aims to minimize costs and emissions under uncertainty, deriving robust solutions for power system operations amid c…
CN📚 Peer-reviewed · JournalCrime Law and Social Change2025#Carbon PricingDOI
The potential for criminal enforcement in greenhouse gas emissions trading schemes: some experience from China
Xie Y.
This paper examines the potential for criminal enforcement in China's emissions trading scheme (ETS). It analyzes the legal framework and practical challenges, evaluating the effectiveness of criminal penalties for violations. The Chinese e…
🌍 Global📚 Peer-reviewed · JournalIEEE Transactions on Engineering Management2024#Carbon PricingDOI
Environmental Performance of Carbon Emissions Trading Policy: Evidence From a New Comprehensive Analysis Model
Li H.
This paper proposes a novel comprehensive analysis model to evaluate the environmental performance of carbon emissions trading policy. It provides empirical evidence on the effectiveness of ETS in reducing emissions and offers insights for …
CN📚 Peer-reviewed · JournalSustainability Switzerland2023#Carbon PricingDOI
Emissions Trading Systems, Structure Adjustment and Air Pollution Reduction: Evidence from Enterprises in China
Lyu C.
This paper empirically analyzes the impact of emissions trading systems on air pollution reduction using firm-level data from China. It also examines the role of structural adjustment, providing quantitative evidence on the effectiveness of…
📚 Peer-reviewed · JournalAccounting Research Journal2018#Carbon PricingDOI
The unpaid social cost of carbon: Introducing a framework to estimate “legal looting” in the fossil fuel industry
Linnenluecke M.
This paper introduces a framework to estimate 'legal looting' in the fossil fuel industry by quantifying the unpaid social cost of carbon. It highlights the gap between actual emissions costs and what companies pay, underscoring climate ris…
CN📚 Peer-reviewed · JournalEnergy Economics2024#Carbon PricingDOI
Impact of China's carbon emissions trading scheme on firm-level pollution abatement and employment: Evidence from a national panel dataset
Yang S.
This paper empirically analyzes the impact of China's national carbon emissions trading scheme (ETS) on firm-level pollution abatement and employment using a large panel dataset. Results indicate significant pollution reduction effects, whi…
🇪🇺 Europe📚 Peer-reviewed · JournalStandort2025#Carbon PricingDOI
The spatial dimension of the European Union Emissions Trading System (EU ETS): Measuring regional transformation pressure in Germany
Becker T.
This paper analyzes the spatial dimension of the EU ETS, measuring regional transformation pressure in Germany. It shows how carbon pricing creates uneven economic impacts across regions, informing just transition policies.
ReportHandbook on Economic Growth and the Environment2026#Carbon PricingDOI
Progress and effectiveness of Korea’s emissions trading system: insights from the manufacturing sector
Lee N.
This paper evaluates the progress and effectiveness of Korea's emissions trading system (K-ETS) using manufacturing sector data. It assesses the system's design and performance, examining emission reduction outcomes and economic impacts. Pr…
📚 Peer-reviewed · JournalKorean Journal of Chemical Engineering2026#Carbon PricingDOI
Carbon Cycle Impact Assessment of Emissions Trading Systems
Manousiouthakis V.I.
This paper assesses the impact of emissions trading systems (ETS) on the carbon cycle, quantifying the environmental effects of carbon pricing and providing insights for policy design.