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.
PreprintCNZenodo2026#Carbon PricingDOI
Data and Code for "Carbon pricing instruments exacerbate copper inequality"
Zuo, Xuguang, Xu, Mengjie, Min, Jialin +2
This repository provides the code and data reproducing the results of "Carbon pricing instruments exacerbate copper inequality." It suggests carbon pricing may widen distributional inequities across the copper supply chain. The work, from a…
PreprintZenodo2026#Carbon PricingDOI
Carbon Pricing and Green Finance in Road Transport: A Bibliometric Analysis of Low-Carbon Transition Mechanisms
Chayma OUSIABOU, Abdelhadi DARKAOUI
This bibliometric study maps the literature on carbon pricing and green finance in road transport decarbonization using Scopus and VOSviewer. It finds growing academic interest but fragmented integration of the two instruments in the transp…
Peer-reviewedJournalEcological Economics2026#Carbon PricingDOI
Redistribution meets decarbonisation: Exploring universal basic income through an ecological macroeconomic integrated assessment model
Iñaki Arto, María Victoria Román, Simone D'Alessandro +6
This study uses an ecological macroeconomic integrated assessment model to explore how universal basic income interacts with decarbonisation. It examines how carbon-pricing revenue use and redistribution design affect both emission reductio…
Peer-reviewed🇪🇺 EuropeJournalEcological Economics2011#Carbon PricingDOI
Marginal abatement costs of greenhouse gas emissions from European agriculture, cost effectiveness, and the EU non-ETS burden sharing agreement
De Cara S.
This paper estimates marginal abatement cost curves for greenhouse gas emissions from European agriculture and assesses the cost-effectiveness of the EU non-ETS burden-sharing agreement. It quantifies abatement potential and policy costs, o…
Peer-reviewedCNJournalSystems2026#Carbon PricingDOI
CEEMDAN–FADE: A Data-Driven Frequency-Adaptive Ensemble Framework for Carbon-Price Forecasting
Gui-Qiong Xu, Zhong-Qiang Gao, Yuan Liu
This study builds CEEMDAN–FADE, a frequency-adaptive ensemble framework combining signal decomposition, complexity-based reconstruction, data-driven model selection, and dynamic weighting for carbon-price forecasting. In China's Hubei and G…
Peer-reviewedCNJournalInternational Review of Financial Analysis2026#Carbon PricingDOI
A transformer-based model for carbon price forecasting with self-decomposition
Jia Ding, Maolin Wang, Junyang Jin +1
This study proposes an adaptive end-to-end transformer-based deep learning model for carbon price forecasting, integrating spatio-temporal attention, a self-decomposition mechanism, and Particle Swarm Optimization for hyperparameter tuning.…
Peer-reviewed🇨🇳 ChinaJournalInternational Review of Economics & Finance2026#Carbon PricingDOI
Climate policy uncertainty and risk spillovers: Evidence from China’s carbon markets
Jinjin Tian, Li Chen, Yong Ma +1
Using provincial CPU indices, TVP-VAR connectedness, GARCH-MIDAS and network analysis, this study examines dynamic risk spillovers across China's eight regional carbon markets (Jan 2018–May 2024). Spillovers are asymmetric and time-varying:…
Peer-reviewed🇨🇳 ChinaJournalEconomic Analysis and Policy2026#Carbon PricingDOI
Carbon emissions trading system, financial innovation, and corporate green investment decisions: A quasi-natural experiment
Jun Cui, Hao Dong
A quasi-natural experiment examining how China's carbon emissions trading system affects corporate green investment decisions, with financial innovation as a mediating or moderating channel. Specific methods and findings are unavailable as …
Peer-reviewed🇪🇺 EuropeJournalComputational Economics2026#Carbon PricingDOI
Tail Dependence in EU Carbon Markets: Graphical Models of Extremes for EUA Futures
Jan Maciejowski, Manuele Leonelli
This study applies extreme value theory and graphical models to EUA futures to analyze tail dependence across EU carbon markets. It characterizes how carbon prices co-move in extreme scenarios, offering a quantitative tool for risk manageme…
Peer-reviewedJournalWorld Development Sustainability2026#Carbon PricingDOI
Quantile dependence between carbon price uncertainty and sustainable financial markets: Evidence of nonlinear thresholds and COVID-19 structural breaks
Chiad F.
This study examines the dependence between carbon price uncertainty and sustainable financial markets using a quantile framework. It finds nonlinear threshold effects and structural breaks during COVID-19, showing how carbon price risk spil…
Peer-reviewed🇪🇺 EuropeJournalBritish Journal of Management2021#Carbon PricingDOI
Corporate Environmental Proactivity: Evidence from the European Union's Emissions Trading System
Andreou P.C.
An empirical study examining how firms engage in proactive environmental behavior under the EU Emissions Trading System. It likely tests how carbon price signals shape corporate environmental strategy and investment decisions. Without an ab…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalEnvironment and Development Economics2004#Carbon PricingDOI
Comparing the cost effectiveness of market-based policy instruments versus regulation: The case of emission trading in an integrated steel plant in India
Pandey R.
This study compares the cost effectiveness of emissions trading (a market-based instrument) versus direct regulation, using an integrated steel plant in India as the case. It empirically examines which policy approach achieves emission redu…
Peer-reviewedConferenceEnergy Proceedings2026#Carbon PricingDOI
Data Driven Modelling for Informed Decision-making in the Coupled Energy Market and Emissions Trading Scheme
Hong J.
This work applies data-driven modelling to the coupled system of energy markets and emissions trading schemes (ETS). It aims to quantify how carbon prices propagate into power prices, generation mix and investment decisions, supporting info…
Peer-reviewed🇪🇺 EuropeJournalLawyer Quarterly2026#Carbon PricingDOI
THE REFORMED EU EMISSION TRADING SYSTEM TO REDUCE GREENHOUSE GASES (GHGS) EMISSION – A LEGITIMATE, EFFECTIVE AND EFFICIENT EU LEGAL REGIME?
Pelikánová R.M.
This paper legally assesses the reformed EU Emissions Trading System against criteria of legitimacy, effectiveness and efficiency. It examines whether the bloc's central carbon-pricing regime adequately serves GHG reduction goals. Without a…
Peer-reviewed🌍 GlobalJournalEnergy Policy2026#Carbon PricingDOI
Carbon taxes and climate action: Lessons from Mexico, Colombia, and Argentina
Muzzi E.
A comparative study of carbon tax implementation and its climate action effects in Mexico, Colombia, and Argentina. It draws lessons on the design and operation of carbon pricing in emerging economies, offering policy implications relevant …
Peer-reviewed🌍 GlobalJournalNature Communications2024#Carbon PricingDOI
Systematic review and meta-analysis of ex-post evaluations on the effectiveness of carbon pricing
Döbbeling-Hildebrandt N.
A systematic review and meta-analysis synthesizing ex-post evaluations of carbon pricing effectiveness. It quantifies emission-reduction effects and how they vary by instrument design and jurisdiction. Provides cross-cutting quantitative ev…
Peer-reviewedJournalEnvironmental Research Letters2025#Carbon PricingDOI
Expert views on carbon pricing in the developing world
Lerner M.
This work presents expert views on carbon pricing in developing countries. Without an abstract, the specific methods and findings remain unclear, but it likely addresses policy design and adoption challenges for carbon pricing in emerging e…
Peer-reviewedCNJournalSustainability Switzerland2023#Carbon PricingDOI
Environmental Regulation and Corporate Environmental Performance: Evidence from Chinese Carbon Emission Trading Pilot
Zheng L.
An empirical study examining how China's carbon emission trading pilot affects corporate environmental performance. It uses causal inference to test whether market-based carbon pricing changes firm behavior. Findings offer direct lessons fo…
Peer-reviewed🇪🇺 EuropeJournalEnergy and Environment2010#Carbon PricingDOI
Cross-Country comparison of the incentives of the EU emission trading scheme for replacing existing power plants in 2008-12
Rogge K.
This study compares, across countries, how the EU Emissions Trading Scheme (2008-12) shaped incentives to replace existing power plants with lower-carbon capacity. It examines how carbon prices translated into actual generation-investment d…
Peer-reviewedJournalEcological Economics1999#Carbon PricingDOI
Should the rules of allocating emissions permits be harmonised?
Zhang Z.X.
A policy paper asking whether emissions-permit allocation rules should be harmonised across jurisdictions. It addresses how differences in allocation methods (free allocation vs. auctioning) affect competitiveness and carbon leakage, offeri…