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🇨🇳 ChinaJournalChina Finance and Economic Review2026#Carbon PricingDOI
Creation or Destruction: Carbon Emissions Trading and Firms’ Employment Dynamics
Qixin Huo, Hui Fang
Using China's carbon emissions trading pilot as a quasi-natural experiment with PSM-DID, this study examines effects on firm employment dynamics. Carbon trading simultaneously raises both job creation and destruction, yet net employment gro…
CNJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Optimization of Airline Fleet Assignment Under Carbon Emission Constraints in the Carbon Trading Mechanism
Shihao Huang
This work presents an optimization model for airline fleet assignment under carbon emission constraints within a carbon trading mechanism. Using an adaptive genetic algorithm (MATLAB implementation), it solves the trade-off between operatin…
Peer-reviewedJournal2026#Carbon PricingDOI
Spectral Policy: Optimal Climate Strategies When Stability Itself Is a Public Good
Doug Doucette
This paper reframes climate policy around managing the climate system's structural stability, treating a 'resonance gap' as a depreciating public good. It derives a spectral correction to the Hotelling rule, inverse-U carbon tax paths, pric…
Peer-reviewed🌍 GlobalJournalEcological Economics2024#Carbon PricingDOI
A Global Survey of Scientific Consensus and Controversy on Instruments of Climate Policy
Drews S.
A global survey of climate policy researchers mapping expert consensus and disagreement on instruments such as carbon pricing, emissions trading, regulation, and subsidies. It identifies which policy tools command broad scientific agreement…
Peer-reviewedJournalEnergy and Climate Change2020#Carbon PricingDOI
A comparison of different carbon taxes on utilization of natural gas
Stevens K.A.
This paper compares how differently designed carbon taxes affect natural gas utilization. It likely examines how tax rates and coverage shape gas demand and power generation mix. Without an abstract, specific findings are unclear, but the w…
Peer-reviewed🇪🇺 EuropeJournalEnergy Economics2026#Carbon PricingDOI
Mitigating carbon leakage under the EU ETS: How does State Aid for Indirect Emission Costs affect firm profits?
Masciandaro C.
This study examines how State Aid compensating for indirect emission costs under the EU ETS affects firm profits and carbon leakage. It assesses whether such compensation preserves competitiveness while preventing relocation of emissions. F…
Peer-reviewedJournalEnergy Policy2020#Carbon PricingDOI
Carbon tax and energy programs for buildings: Rivals or allies?
Freyre A.
This paper examines whether carbon taxes and building energy programs act as rivals or allies in decarbonizing the building sector. It analyzes how carbon pricing and policy incentives may overlap or interact, questioning the optimal policy…
Peer-reviewedJournalEnergy Economics2026#Carbon PricingDOI
Monetary policy rules and environmental fiscal policy in a two-sector DSGE model
Holtemöller O.
A two-sector DSGE study examining how monetary policy rules interact with environmental fiscal policy (e.g. carbon taxation) in shaping macroeconomic outcomes. It offers a modeling framework for how green fiscal instruments and interest-rat…
Peer-reviewedCNJournalClimate Policy2024#Carbon PricingDOI
Co-benefits of regionally-differentiated carbon pricing policies across China
Zhang W.W.
A policy study examining the co-benefits of applying regionally-differentiated carbon pricing across China's provinces. It highlights how abatement costs and air-quality gains vary by region, arguing for differentiated rather than uniform c…
Peer-reviewedCNJournalPlos One2019#Carbon PricingDOI
The heterogeneous effects of exchange rate and stock market on CO2 emission allowance price in China: A panel quantile regression approach
Su X.
This study uses panel quantile regression to examine how exchange rates and stock markets heterogeneously affect CO2 emission allowance prices in China. It suggests financial-market effects vary across the price distribution, offering empir…
Peer-reviewedCNJournalSustainability Switzerland2026#Carbon PricingDOI
The Income Distribution and Poverty Effects of Industry-Differentiated Carbon Tax in China: A Study Based on the CGE-MS Approach
Zhang F.
This paper examines how an industry-differentiated carbon tax in China affects household income distribution and poverty, using a CGE model coupled with microsimulation (CGE-MS). It quantifies the efficiency-equity trade-off of carbon prici…
Peer-reviewedJournalEnergy and Climate Management2025#Carbon PricingDOI
Why the effectiveness of ETSs on green innovation differs? The perspective from price stabilization mechanisms
Wang B.
This paper examines why emissions trading systems (ETSs) differ in their effectiveness at spurring green innovation, focusing on price stabilization mechanisms such as price floors, ceilings, and market stability reserves. It analyzes how c…
Peer-reviewed🇪🇺 EuropeJournalEnvironment Development and Sustainability2025#Carbon PricingDOI
Environmental policy stringency and carbon leakages: a case for carbon border adjustment mechanism in the European Union
Olasehinde-Williams G.
This study examines the link between environmental policy stringency and carbon leakage in the EU, building the case for a carbon border adjustment mechanism (CBAM). It empirically tests whether stricter domestic climate policy shifts emiss…
Peer-reviewed🇪🇺 EuropeJournalReview of Environmental Economics and Policy2016#Carbon PricingDOI
The impact of the European Union emissions trading scheme on regulated firms: What is the evidence after ten years?
Martin R.
A review assessing a decade of evidence on how the EU Emissions Trading Scheme affected regulated firms. It synthesizes findings on carbon pricing's effects on abatement, competitiveness, and innovation. Offers key lessons for designing car…
Peer-reviewedCNConferenceProceedings of 2025 4th International Conference on Big Data Information and Computer Network Bdicn 20252025#Carbon PricingDOI
Prediction of Carbon Trading Price Based on NRBO-CNN-LSTM Model
Shen L.
This study predicts carbon emission trading prices using a hybrid NRBO-CNN-LSTM deep learning model. It captures nonlinear, time-series price dynamics to improve forecasting accuracy over conventional models, with implications for carbon ma…
Peer-reviewedJournalClimate Policy2004#Carbon PricingDOI
Sequestration rental policies and price path of carbon
Keeler A.G.
This paper appears to model how sequestration 'rental' policies—ongoing payments tied to stored carbon—shape the price path of carbon over time. It contrasts such instruments with fixed subsidies, focusing on storage incentives and carbon-p…
Peer-reviewed🇪🇺 EuropeJournalPhysica A Statistical Mechanics and Its Applications2015#Carbon PricingDOI
Statistical regularities of Carbon emission trading market: Evidence from European Union allowances
Zheng Z.
This paper analyzes statistical regularities in the EU Emissions Trading System using European Union Allowance (EUA) price data. Without an available abstract, the exact methods and findings remain unclear, but the work likely examines carb…
Peer-reviewedJournalUtilities Policy2026#Carbon PricingDOI
Policy-driven electrification in rural areas: Integrating carbon pricing and activity-based costing in strategic decision models
Tsai W.H.
This paper proposes a strategic decision model for policy-driven rural electrification, integrating carbon pricing with activity-based costing (ABC). Its contribution lies in linking decarbonization policy instruments to cost accounting for…
Peer-reviewedCNJournalSustainability Switzerland2025#Carbon PricingDOI
Carbon-Aware Dispatch of Industrial Park Energy Systems with Demand Response and Ladder-Type Carbon Trading
Yan C.
This study proposes a carbon-aware dispatch method for industrial park energy systems that integrates demand response with ladder-type carbon trading. By embedding carbon price signals into operational decisions, it aims to balance emission…
Peer-reviewed🌍 GlobalJournalInternational Journal of Low Carbon Technologies2024#Carbon PricingDOI
The development and experience of international carbon tax policy practice: a mini review
Qiao K.
A mini review surveying the development and practical experience of carbon tax policies across countries. It synthesizes design choices and lessons from international carbon pricing implementation, offering comparative reference for jurisdi…