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.
PreprintADIPEC2025#Carbon PricingDOI
Leveraging Carbon Markets for Clean Energy Transition: Evaluating the UAE National Carbon Credit Registry (NRCC) as a Catalyst for Renewable Energy Projects Deployment
Z. Awda, B. Al Hammadi
This paper evaluates the UAE's National Carbon Credit Registry (NRCC), established in 2024, as a catalyst for renewable energy deployment. Using a techno-economic model of a 100 MW solar PV project, it shows that carbon revenues of $100-200…
CNPreprintEnergies2025#Carbon PricingDOI
The Impact of Carbon Trading Market on the Layout Decision of Renewable Energy Investment—Theoretical Modeling and Case Study
Ning Yan, Shenhai Huang, Yan Chen +4
This paper treats the carbon market as an exogenous shock and develops a multi-agent equilibrium model incorporating carbon pricing to analyze how carbon prices reshape renewable energy investment layouts. Using panel data from Zhejiang Pro…
🇪🇺 EuropePreprintdms – der moderne staat – Zeitschrift für Public Policy Recht und Management2025#Carbon PricingDOI
The Politics of Climate Instruments: Investigating Policymakers’ Belief Systems in EU Climate Policymaking
Anne Gerstenberg, Kai-Uwe Schnapp
This paper analyzes EU and German policymakers' belief systems regarding the EU Emissions Trading System (EU-ETS). It finds that climate policy is politicized through instruments despite goal unanimity, identifying five 'worlds of thought' …
Preprint2025#Carbon PricingDOI
Impact of Non-CO2 Pricing on Routing and Ticket Fares in Aviation: Strategies to Address Uncertainties in Climate Policies
Niklaß, Malte, Zengerling, Zarah Lea, Mendiguchía Meuser, Maximilian +6
This paper analyzes the impact of pricing non-CO2 emissions (e.g., NOx, water vapor) on airline routing and ticket fares. It examines strategic responses under climate policy uncertainty and offers insights for policy design.
PreprintJournal of Forecasting2025#Carbon PricingDOI
Smart Forecasting of Carbon Prices Using Machine Learning and Neural Networks: When ARIMA Meets XGBoost and LSTM
Giorgos Kotsompolis, Panagiotis Cheilas, Konstantinos N. Konstantakis +3
This study compares ARIMA, XGBoost, LSTM, and a hybrid model for carbon price forecasting using daily data from December 2010 to January 2025. Results show that XGBoost and LSTM outperform ARIMA, and the hybrid model achieves the highest ac…
PreprintHumanities and Social Sciences Letters2025#Carbon PricingDOI
The impact of dynamic capabilities on competitive advantage in Vietnamese steel exporting enterprises under the carbon border adjustment mechanism
Hong Ngoc Tran, Mai Thuy Tien Pham
This study examines how the EU's Carbon Border Adjustment Mechanism (CBAM) affects Vietnamese steel exporters. It finds that dynamic capabilities, especially technological and green innovation, are crucial for maintaining competitive advant…
CNPreprintSustainability2025#Carbon PricingDOI
The Impact of Digital Economy on the Cost of Carbon Emission Reduction—A Theoretical and Empirical Study Based on a Carbon Market Framework
Yuguo Ji, Xinsheng Pang, Yu Yang
This study develops a carbon-market-consistent framework to show how digitalization reduces carbon abatement costs. Using panel data from 30 Chinese provinces (2011-2022), it finds an inverted-U effect of digital economy on abatement costs,…
🇺🇸 USAPreprintResearch Square2026#Carbon PricingDOI
Carbon Prices and Cooking Fires: How Decarbonization Pathway Design Shapes Household Energy Burdens
Mel George, Leon Clarke, Jihoon Min +4
This study examines how decarbonization pathway design affects household energy burdens, particularly cooking fuel costs. It highlights the risk of carbon pricing disproportionately burdening low-income households and emphasizes the need fo…
🇪🇺 Europe📚 Peer-reviewed · JournalArXiv.org2026#Carbon Pricing
Using Budgets to Reduce Application Emissions
Leo Wilhelm Lierse, Mahyar Tourchi Moghaddam, Sebastian Werner
This paper proposes using emissions budgets instead of fixed emission rates for software applications. By allowing unused allowances to be banked during low-carbon periods and spent during high-carbon periods, the approach improves task ful…
DatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Reconstructing Additionality in Renewable Electricity Carbon Credits
Xuwei Zhu, Jihong Zhang
This paper reconstructs the concept of additionality in renewable electricity carbon credits. It critiques traditional additionality tests and proposes a new framework to improve the credibility of carbon offset markets. The findings are cr…
🇨🇳 ChinaPreprint2026#Carbon Pricing
Carbon Emission Trading, Supply Chain Linkage Shocks, and Corporate Quality Enhancement and Efficiency Improvement
Zhang Ying, Zhou Xiaoyu, Zhou Xiaoyu
Under China's 'dual carbon' goals, this paper examines how carbon emission trading network shocks along supply chains affect corporate total factor productivity (TFP). Both upstream and downstream shocks significantly enhance TFP, with mech…
CNPreprintResearch Square2026#Carbon PricingDOI
Measurement, Typology, and Multi-Scenario Forecasting of Urban Marginal Abatement Costs
Jing ye Lyu, ren di song, Xiu Feng Fan
This study develops a framework for measuring and classifying urban marginal abatement costs (MAC), and provides multi-scenario forecasts to inform cost-effective emission reduction policies. It contributes to climate mitigation planning.
CNTraffic Engineering and Transportation System2026#Carbon PricingDOI
Multiobjective optimization of vehicle multimodal transport paths considering carbon emissions: a hybrid genetic-tabu search approach
Fuyang Zhao
This study develops a multi-objective optimization model for multimodal transport routes considering carbon emissions and costs, using a hybrid genetic-tabu search algorithm. A case study in the Yangtze River Basin compares carbon trading a…
PLoS ONE2026#Carbon PricingDOI
A game-theoretic analysis of production and coordination under combined carbon policies
Ao Qiao, Siyu Zeng, Jianing Wang
This study uses a Stackelberg game model to analyze coordination between a manufacturer and retailer under combined carbon policies including cap-and-trade and low-carbon subsidies. It models production details with queuing theory to captur…
CN📚 Peer-reviewed · JournalCarbon Balance and Management2026#Carbon PricingDOI
Analysis of the effects and mechanisms of carbon emission trading policies on the risk-taking behavior of high-carbon enterprises
Jiali Tian, Zhipeng Wu, Jinwei WANG +3
This study analyzes the impact of China's carbon emissions trading scheme on risk-taking behavior of high-carbon enterprises using a difference-in-differences approach with panel data from 2008-2024. The policy significantly reduces risk-ta…
🇺🇸 USA📚 Peer-reviewed · Journalnpj Climate Action2026#Carbon PricingDOI
Carbon market development in Africa: Ethiopia as a model
Bezaye Tessema, Caroline A. Masiello, Kenneth B. Medlock +1
This paper analyzes institutional frameworks for carbon market development in Africa, using Ethiopia as a model. In Ethiopia's government-owned land system, leveraging government engagement in protected areas for carbon credit contracts is …
CN📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
Manufacturers’ Trade-in Channel Selection in a Closed-Loop Supply Chain Under Carbon Cap-And-Trade and Carbon Tax Policies
Hongchun Wang, Haiyue Yin, Caifeng Lin
This study analyzes trade-in channel selection in a closed-loop supply chain under a hybrid carbon policy combining cap-and-trade and carbon tax. Using game-theoretic models for three manufacturer-led channels (M-CX, R-CX, T-CX), it finds t…
CN📚 Peer-reviewed · JournalCarbon Balance and Management2026#Carbon PricingDOI
Do carbon policy shocks move stocks? evidence from China’s carbon market
Jiachao Peng, Yuxin Zeng, Shuke Fu +1
This paper examines how carbon policy shocks from China's national ETS affect stock returns. Using daily data for over 1,600 listed firms from July 2021 to December 2025, it finds that carbon price changes on policy release days have a sign…
🇺🇸 USA📚 Peer-reviewed · JournalFrontiers in Sustainability2026#Carbon PricingDOI
Carbon credits as a mechanism for municipal climate finance: evaluating the practice of double claiming mitigation outcomes
Brandon McNamara, D. N. Huntzinger, Richard Rushforth +1
This paper examines the potential for municipalities to use the voluntary carbon market (VCM) for climate finance. It debates the practice of double claiming mitigation outcomes when carbon credit project developers and claimants are differ…
🇺🇸 USA📚 Peer-reviewed · JournalEnvironmental Management2026#Carbon PricingDOI
Ranchers’ Preferences for Grazing Programs in the Voluntary Carbon Market: Insights from a Discrete Choice Experiment in the Great Plains and Front Range, USA
Nicole M. Nimlos, Christopher Bastian, John Derek Scasta
This first-of-its-kind study analyzes ranchers' preferences for grazing programs in the voluntary carbon market, surveying 506 ranchers across ten US states. Most ranchers opted out; those willing to participate preferred shorter contracts,…