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-reviewed🇨🇳 ChinaJournalFrontiers in Sustainable Food Systems2026#Carbon PricingDOI
Multi-stakeholder evolutionary game and collaborative governance mechanisms for promoting low-carbon agricultural machinery under China's dual-carbon goals
Wu Wen, Hongcheng Duan
A tripartite evolutionary game model (government, machinery firms, large-scale farmers) in Heilongjiang, China, analyzes low-carbon agricultural machinery diffusion. Simulations show that moderate carbon-tax costs on high-carbon producers, …
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Carbon PricingDOI
Optimization of New Load Connection Points in Distribution Networks Considering Electricity–Carbon Trading and Demand Response
Shuiping Yi, Jianjian Jiang, Yuxue Wang +5
Proposes an optimization method for selecting new load connection points in distribution networks that integrates electricity–carbon trading and demand response. Medium/long-term scenarios are generated probabilistically, and NSGA-II with a…
PreprintCrossref2026#Carbon PricingDOI
Beyond Aggregate Impacts: Decomposing the Economic and Competitiveness Effects of the European Union’s Carbon Border Adjustment Mechanism in Italy
Ainura Uzagalieva, Andrea Molocchi, Federica Odifreddi
Using the GEM-E3-ITA CGE model, this study decomposes CBAM's economic and competitiveness effects for Italy into three channels: ETS free-allocation phase-out, border adjustment, and revenue recycling. Aggregate effects are broadly neutral,…
PreprintCrossref2026#Carbon PricingDOI
Pollution Pricing in Equilibrium: Production, Reallocation, and Aggregate Impacts
R. Andrew Butters, Jackson Dorsey, Ivan Rudik
Using the first 17 years of the EU-ETS, the authors build an estimable equilibrium model of firm production and abatement. Short-run emissions cuts come almost entirely from reallocation across firms, while clean technology adoption respond…
Preprint🇪🇺 EuropeCrossref2026#Carbon PricingDOI
Market Creation without Market Authority: Ex-Ante Evidence from European Emissions Trading
Jan Abrell, Sebastian Rausch
Analyzes the EU's ETS2 extension of carbon pricing to buildings and road transport through three market functions: scarcity, exchange, and allocation authority. Completing exchange and allocation authority cuts present-value EU policy costs…
PreprintCrossref2026#Carbon PricingDOI
Carbon Pricing and Development:&nbsp;<span>Reconciling Decarbonization, Competitiveness, and Economic Growth</span>
Hunter Hughes
This report argues carbon pricing's effectiveness hinges not on choosing a carbon tax or ETS but on the surrounding policy architecture: revenue recycling, competitiveness protections, and international coordination. Evidence from 70+ initi…
PreprintCrossref2026#Carbon PricingDOI
From Average to Heterogeneous: Causal Machine Learning for Firm-level Effects and Compensation Design in the EU Emissions Trading System
Djamel Lekbir (Jamal Lekbir)
This paper proposes an Estimation-to-Compensation framework combining double/debiased ML, spatially aware causal forests, and budget-constrained policy learning to estimate installation-level heterogeneous treatment effects of the EU ETS an…
Peer-reviewed🇪🇺 EuropeJournalMax Planck Digital Library2026#Carbon PricingDOI
Towards a climate Bretton woods: the carbon currency proposal
J. Renn
This paper proposes a 'climate Bretton Woods' — a new international climate governance architecture built around a 'carbon currency' concept. It argues that anchoring monetary and financial arrangements to carbon could strengthen global car…
Peer-reviewed🇨🇳 ChinaJournalSymmetry2026#Carbon PricingDOI
Deep Temporal Learning for Carbon Allowance Price Forecasting Toward Carbon Financial Derivatives Pricing: A Multiscale Decomposition and Optimization Framework
Zhikang Niu, Meng Chen
Evaluates a CEEMDAN–LSTM pipeline with sample-entropy mode reduction, PACF-based lag selection, and a Tent-map/crossover Harris-hawks optimizer (CRTHHO) for carbon allowance price forecasting on 2009 Hubei market observations. Tuning reduce…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Taxation as a Tool for Environmental Protection in Uganda: A critical policy review with special reference to carbon-credit taxation
Brian Ssengendo
This article critically reviews taxation as an environmental policy instrument in Uganda, focusing on carbon-credit transactions. It distinguishes pollution taxes, taxes on harmful products, administrative charges and taxes on environmental…
Peer-reviewedJournalSustainability2026#Carbon PricingDOI
Exploring Tourists’ Willingness to Participate in Carbon Offsetting: An Integrated Behavioral Framework with the Moderating Role of Perceived Greenwashing
Huan Minh Nguyen, Vu Hoang Anh Thy, Nguyen Thi Hong Gam +2
Surveying 488 domestic tourists in Ho Chi Minh City, this study integrates the Value-Identity-Personal Norm model, Theory of Planned Behavior, and Protective Action Decision Model to explain willingness to participate in voluntary carbon of…
🇨🇳 ChinaDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Replication package for Carbon emissions regulation, input-output networks, and firm dynamics: The case of a low-carbon-zone pilot
Wang Chang
A replication package for a study analyzing how carbon emissions regulation propagates through input-output networks to affect firm dynamics, using a Chinese low-carbon-zone pilot. It offers a reproducible empirical framework for tracing re…
Peer-reviewed🇨🇳 ChinaJournalClimatic Change2026#Carbon PricingDOI
Carbon trading and rural energy poverty: household-level evidence from China
Shuo Zhang, Zhen Zhong, Bruce A. McCarl +1
An empirical household-level study examining how China's carbon emissions trading scheme affects rural energy poverty. It probes whether carbon pricing transmits to vulnerable rural households through energy prices and cost burdens, highlig…
DatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Carbon dioxide removal trade lowers emission compliance costs in the Global North and shifts mitigation and resource pressures to the Global South
Jeffrey Dankwa Ampah
This study models trade scenarios for carbon dioxide removal (CDR) credits and their effect on emission compliance costs. It finds that CDR trade lowers compliance costs in the Global North while shifting mitigation activity and resource pr…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#Carbon PricingDOI
Does the carbon emission trading scheme enhance enterprises’ green total factor productivity? Evidence from China
周德亮, Sutian Wen, Dingyin Zhang
Using Chinese A-share listed firms from 2011–2023, this study treats China's carbon emission trading scheme as a quasi-natural experiment and applies a difference-in-differences model. The scheme significantly raises firms' green total fact…
Peer-reviewedJournalEnvironment Development and Sustainability2022#Carbon PricingDOI
Potential effects of the EU’s carbon border adjustment mechanism on the Turkish economy
Acar S.
A study analyzing how the EU's Carbon Border Adjustment Mechanism (CBAM) could affect the Turkish economy. It likely examines how an export-exposed economy adapts to carbon pricing at the border. Assessment is based on the title only, as no…
Peer-reviewedJournalOpen Science Framework2026#Carbon PricingDOI
Forest Carbon Offsetting and Sustainable Development
Yoesoep Edhie Rachmad
A 2014 work examining forest carbon offsetting in relation to sustainable development, issued in connection with the UN and an education/training centre. The abstract provides no methods, data, or findings, so the contribution appears to be…
Peer-reviewed🇪🇺 EuropeJournalLirias (KU Leuven)2026#Carbon Pricing
Integrating carbon removals into emission trading under abatement deterrence
Flore Verbist, Jelle Meus, Darius Sultani +1
This paper analyzes how integrating carbon dioxide removals (CDR) into emissions trading systems affects incentives to abate. It focuses on 'abatement deterrence,' where CDR availability can weaken conventional reduction efforts, and derive…
PreprintarXiv2026#Carbon Pricing
Optimal climate policy in incomplete electricity markets
Emil Dimanchev, Steven A. Gabriel, Stein-Erik Fleten +2
Incomplete long-term contracting in electricity markets exposes investors and consumers to inefficient risk. Using a game-theoretic model with uncertain gas prices and demand, the paper shows that renewable subsidies and carbon prices yield…
Peer-reviewedConferenceProceedings 2012 International Conference on Computer Science and Information Processing Csip 20122012#Carbon PricingDOI
Market-decision coupling model based on emissions trading
Zhu H.
A study proposing a coupling model linking emissions trading systems with market decision-making. It appears to examine how carbon price signals feed into corporate and investor decisions. Methods and findings are unverified as no abstract …
