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.
📚 Peer-reviewed · JournalNeurocomputing2026#Carbon PricingDOI
A novel multi-objective ensemble carbon price forecasting system based on point-interval-valued modeling
Jun Long, Meilan Yuan, Lue Li
This study proposes a novel multi-objective ensemble carbon price forecasting system based on point-interval-valued modeling. By integrating multiple forecast models and providing both point and interval predictions, the system addresses ca…
🇪🇺 EuropeJournalHandbook of Climate Change and Financial Markets2026#Carbon PricingDOI
Financial interdependencies between carbon markets and energy commodities: an application for the European Union Emissions Trading System
Andrea Flori
This paper analyzes financial interdependencies between the EU ETS carbon market and energy commodities (oil, gas, electricity). It quantifies price spillovers and risk linkages, revealing how carbon prices influence energy prices. Findings…
CN📚 Peer-reviewed · JournalIngegneria Sismica2026#Carbon PricingDOI
Distributed master-slave game optimization for microgrid clusters considering dual market coupling mechanism of electricity and carbon
Jinjie Ma
This paper proposes a distributed master-slave game optimization model for microgrid clusters in the coupled electricity and carbon market. The model minimizes cost and carbon emissions under multiple constraints. Simulation results show im…
CNPreprint2026#Carbon PricingDOI
Does Market-Based Allocation of Environmental Resources Affect Income Inequality? Evidence from China’s Carbon Emissions Trading Pilots
Lei Hu, Xiping Liu, Yu Shen +2
This paper examines the impact of China's carbon emissions trading pilot (CETP) on urban-rural income inequality using a multi-period difference-in-differences model with city-level panel data (2004-2024). The CETP significantly reduces the…
🌍 Global📚 Peer-reviewed · JournalApplied Mathematical Finance2026#Carbon PricingDOI
Multi-Agent Reinforcement Learning for Greenhouse Gas Offset Credit Markets
Liam Welsh, Udit Grover, Sebastian Jaimungal
This paper proposes a multi-agent reinforcement learning model to optimize trading strategies in greenhouse gas offset credit markets. It simulates interactions among market participants and analyzes carbon price formation and credit distri…
📚 Peer-reviewed · JournalEnergy Economics2026#Carbon PricingDOI
Greening the implementation of the African Continental Free Trade Area Agreement
Lionel Fontagné, Stephen N. Karingi, Simon Mevel +2
This study uses a dynamic general equilibrium model to assess the economic and environmental impacts of implementing the African Continental Free Trade Area (AfCFTA) Agreement alongside climate policies such as NDCs and carbon price floors.…
🇨🇳 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…
🇨🇳 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…