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.
🇨🇳 China📚 Peer-reviewed · JournalEnergies2026#Carbon PricingDOI
Hybrid Game-Based Optimal Operation of Multi-Energy Prosumers Under Coupled Carbon and Green Certificate Markets
Yuzhe Li, Gaiping Sun, Deting Shen +1
This paper proposes a hybrid game-based optimal operation model for a multi-energy prosumer alliance under coupled carbon emission trading (CET) and green certificate trading (GCT) markets. An Electricity Balance Service Provider (EBSP) coo…
🇨🇳 China📚 Peer-reviewed · JournalEnvironment Development and Sustainability2026#Carbon PricingDOI
How carbon trading policies drive corporate green dual innovation: based on the moderating role of environmental judicial specialization
Yang Guozhong, W W Jiang
This study analyzes how China's carbon trading policies influence corporate green dual innovation (green technology and management innovation), and examines the moderating role of environmental judicial specialization. It highlights the imp…
CNDatasetMendeley Data2026#Carbon PricingDOI
Heterogeneous Effects of Carbon Emissions Trading on Environmental–Economic Performance: Evidence from High-Carbon Listed Firms in China
Wenya Zhang
This dataset package contains firm-level data and R scripts to replicate the study on heterogeneous effects of China's carbon emissions trading scheme on environmental-economic performance of high-carbon listed firms. It enables verificatio…
CN📚 Peer-reviewed · JournalGeoscience Frontiers2026#Carbon PricingDOI
Does the carbon emission trading policy enhance carbon sinks? evidence from Chinese cities
Xiao Zhang, Huayong Zhang, Xinru Tian
This study examines whether China's carbon emission trading policy enhances carbon sinks in Chinese cities. Comparing policy-implemented and non-implemented cities, it finds evidence that the policy promotes carbon sequestration.
🌍 Global📚 Peer-reviewed · JournalEnergy Sources, Part B: Economics, Planning, and Policy2026#Carbon PricingDOI
Decarbonization under pressure: Assessing CBAM impacts and investment pathways in Türkiye’s cement sector
M. Fatih Saltuk
This paper assesses the impacts of the EU Carbon Border Adjustment Mechanism (CBAM) on Turkey's cement sector and examines investment pathways for decarbonization. It analyzes how the sector can maintain competitiveness under carbon pricing…
CN📚 Peer-reviewed · JournalCarbon Balance and Management2026#Carbon PricingDOI
Synergistic emission reduction mechanism of command-and-control and market-based incentives: an empirical study based on core firms in supply chains
Liping Wang, Ru Li, Chaoyang Wang +1
This study uses Chinese provincial panel data and 526 supply chain firms in high-carbon industries to examine the effects of command-and-control and market-based environmental regulations on carbon emissions. Using DID and mediation models,…
🇪🇺 Europe📚 Peer-reviewed · JournalEcosystem Services2026#Carbon PricingDOI
Exploring the economic trade-offs of carbon farming practices: A systematic literature review
Vincenzo Maggio, Antonio Tulone, Vito Armando Ludicina +3
This systematic literature review explores the economic trade-offs of carbon farming practices, analyzing profitability, environmental benefits, and policy incentives. It identifies key economic barriers and opportunities for scaling carbon…
📚 Peer-reviewed · JournalDOAJ (DOAJ: Directory of Open Access Journals)2026#Carbon PricingDOI
Dynamics of Corporate Financial Performance in IDX Carbon Initial Trading Participation: A DuPont Five-Step Approach
Danil Maulana, A. Ifayani Haanurat, Asri Jaya
This study examines the financial performance of companies participating in the inaugural IDX Carbon trading in Indonesia using DuPont Five-Step analysis. No significant short-term changes in ROE were found, but adjustments in ROE component…
🌍 GlobalJournal2026#Carbon PricingDOI
Guidance for Policymakers on the Role of Domestic Carbon Pricing and International Carbon Credit Markets in Achieving LTSs and NDCs
World Bank
This guidance provides policymakers with recommendations on leveraging domestic carbon pricing and international carbon credit markets to achieve Long-Term Strategies (LTS) and Nationally Determined Contributions (NDCs). It covers instituti…
🌍 Global📚 Peer-reviewed · Journal2026#Carbon PricingDOI
Global Compliance Carbon Markets: Auction Mechanisms
Yushuo Yang
This report reviews auction mechanisms in global compliance carbon markets (CCMs), analyzing the shift from free allocation to auctions and its impact on price formation, market efficiency, and stakeholder participation. It offers practical…
🇨🇳 China📚 Peer-reviewed · JournalFinance research letters2026#Carbon PricingDOI
Cross-Border Climate Policy and Corporate Environmental Investment: Evidence from the EU CBAM and Chinese Firms
Y WANG, Ruijia Guo, Qing Wan
This study empirically examines the impact of the EU's Carbon Border Adjustment Mechanism (CBAM) on Chinese firms' environmental investments. It finds that Chinese firms increased environmental investment after CBAM announcement, showing ho…
🇨🇳 China📚 Peer-reviewed · JournalApplied Sciences2026#Carbon PricingDOI
Carbon Allowance Price Forecasting Based on a Multi-Scale Decomposition Strategy and a TCN–LSTM Hybrid Model: A Case Study of Hubei Province
Guidan Zhong, Binbin Zhao, Yuan Xue
This paper proposes a short-term carbon allowance price forecasting framework using multi-scale decomposition (CEEMDAN-PSO and VMD) and a TCN-LSTM hybrid model. Transfer entropy identifies causal relationships for series reconstruction. Emp…
🇨🇳 China📚 Peer-reviewed · JournalFractal and Fractional2026#Carbon PricingDOI
Multifractal Dynamics and Spillover Effects Between China’s Carbon and Energy Markets Under Policy Shocks
Tian Zhang, Shaohui Zou
This study analyzes China's carbon and energy markets (coal, electricity, new energy) from July 2021 to January 2026, examining how policy interventions affect volatility spillovers and dynamic correlations. Using GARCH-DCC and rolling-wind…
🇨🇳 ChinaDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
ECMAS-v1
Li Z, Lu‐Tao Zhao, Zhi Qu +4
This study develops a multi-agent simulation model (ECMAS) to analyze the interaction between electricity and carbon markets. It evaluates the impact of gradual auction introduction and quota reduction on carbon price stability and low-carb…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
Assessing the Impact of Carbon Pricing on the Sustainable Transition of Coal-Dominated Power Systems in China: An Integrated Resource Planning Approach
Wanyue Xuan, Rijia Ding, RuiYing Wang +1
This paper analyzes the impact of carbon pricing on the low-carbon transition of China's coal-fired power industry using an integrated resource planning model. It finds that carbon price changes significantly affect capacity mix and CO2 emi…
🇨🇳 China📚 Peer-reviewed · JournalFrontiers in Marine Science2026#Carbon PricingDOI
Extraterritoriality controversy of EU shipping carbon legislation: multilateral governance tensions and China’s dual responses
Chenhong Liu, Lihua Kang
This paper analyzes the extraterritorial application of EU shipping carbon regulations (MRV, EU ETS, FuelEU Maritime), highlighting jurisdictional legitimacy disputes and regulatory fragmentation. It examines tensions between developed and …
🇨🇳 China📚 Peer-reviewed · JournalApplied Economics Letters2026#Carbon PricingDOI
Unstructured news data and carbon price forecasting: a topic-sentiment approach for China’s emission allowance market
Wenqi Li, Jijun Kang, Yiran Wei
This paper proposes a topic-sentiment approach using unstructured news data to forecast carbon prices in China's emission allowance market. By integrating with time-series models, it demonstrates improved prediction accuracy. The study quan…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
Optimization of Carbon Emission Reduction Task Allocation in China (2020–2030): A Cost-Based Inter-Provincial Cooperation Mechanism
Xinyu Wang, Hongyun Zhao, Pansong Jiang
This study proposes a cost-based inter-provincial cooperation mechanism for carbon emission reduction task allocation in China, using marginal abatement cost curves. Results show cooperation reduces national costs by 60-70% with high cooper…
🇨🇳 China📚 Peer-reviewed · JournalEnergy Economics2026#Carbon PricingDOI
Predictability and causal identification of carbon prices using interpretable variables: Evidence from China's Hubei carbon market
He Jiang, Rongyu Cao, Xue-li Chen +2
This paper empirically analyzes the predictability and causal identification of carbon prices using interpretable variables, based on data from China's Hubei carbon market. Findings reveal significant impacts of economic and energy variable…
🇨🇳 China📚 Peer-reviewed · JournalSustainable Development2026#Carbon PricingDOI
Policy Incentive Mechanisms for Low‐Carbon Pathway Selection in Forest Tourism Destinations
Jingwen Wang, Dan He, K Chen +2
This study analyzes policy incentive mechanisms for low-carbon pathway selection in forest tourism destinations. Using data from 16 destinations in Liaoning Province from 2017 to 2022, it estimates costs of three low-carbon pathways: on-sit…