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 · JournalSustainable Futures2026#Carbon PricingDOI
Does carbon tax implementation advance sustainable development in the United Arab Emirates? Perceptions of academics and professionals
Riham Muqattash, Mohamed Chakib Kolsi, Khaldoon Albitar +1
This study investigates the perceptions of academics and professionals on whether carbon tax implementation advances sustainable development in the UAE. It aims to reveal the effectiveness and challenges of carbon tax policy.
📚 Peer-reviewed · JournalTransportation Research Part A: Policy and Practice2026#Carbon PricingDOI
Optimal railway freight subsidy scheme for hinterland container transportation network considering carbon tax and shippers’ choice behavior
Yunqiang Wu, Lichao Zhu, Rong Zhang
This study proposes an optimal railway freight subsidy scheme for hinterland container transportation networks, incorporating carbon tax and shippers' choice behavior. It analyzes how subsidies can promote modal shift to rail, reducing carb…
CN📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
How Environmental Taxation Drives Corporate Green Investment: Evidence from Innovation, Financing, and Heterogeneous Impacts of Pollution Intensity
Jingyi Li, Yongyu Wang
This study examines the impact of China's 2018 Environmental Protection Tax on corporate green investment using a difference-in-differences model with A-share listed firm data from 2012 to 2023. The results show that the tax significantly i…
📚 Peer-reviewed · JournalJurnal Manajemen Hutan Tropika2026#Carbon PricingDOI
Unlocking the Private Sector Role in Supporting the Sustainable Multipurpose Forest Management in Riau, Indonesia
A. Rossita, D. Nurrochmat, R. Boer +6
This study examines private sector perspectives on transitioning degraded forests and oil palm plantations to multipurpose forests in Riau, Indonesia. It identifies barriers in financing and policy, and finds that private sector interest in…
🌍 Global📚 Peer-reviewed · JournalManagerial Finance2026#Carbon PricingDOI
Co-movements of NFTs, DeFi tokens and carbon ETFs: nonlinear dynamics and sustainable portfolio implications
R. Katoch, Samoon Khan
This study empirically analyzes co-movements and nonlinear dynamics among NFTs, DeFi tokens, and carbon ETFs using wavelet coherence. It finds that correlations intensify during global crises like COVID-19, and carbon ETFs serve as effectiv…
CN📚 Peer-reviewed · JournalMathematics2026#Carbon PricingDOI
Quantifying Downstream Value Chain Carbon Risk: A Six-Factor Asset Pricing Model for China’s Low-Carbon Transition
Wenqing Wang, Ling Shao, Sanmang Wu
This paper integrates environmental responsibility with asset pricing by constructing a downstream carbon risk factor (DMC) using the Ghosh input-output model. Adding DMC to the Fama-French five-factor model, it shows that Chinese A-share f…
CN📚 Peer-reviewed · JournalJournal of Environmental Management2026#Carbon PricingDOI
Sequencing China's ETS expansion and corporate downside risk: What industrial green transformation signals during the adjustment phase.
Manlu Yang, Qing G. Wang
This study examines how China's national ETS expansion to steel, cement, and aluminum affects corporate downside risk. Using a quasi-natural experiment separating MRV onset and public information shock, it finds that early control-year onse…
📚 Peer-reviewed · JournalIEEE Transactions on Smart Grid2026#Carbon PricingDOI
Low-Carbon Demand Response for Decarbonization of Power-Hydrogen Integrated Energy Systems
Derong Yi, Chunyan Li, Tao Wu +4
This paper proposes a low-carbon demand response framework for power-hydrogen integrated energy systems (PH-IESs), including a consumer-based carbon pricing strategy and a demand-side response model for energy aggregators. Distributionally …
🌍 Global📚 Peer-reviewed · JournalInternational Review of Economics & Finance2026#Carbon PricingDOI
From “Lemon markets" to digital trust: How blockchain reshapes carbon trading and incentivizes cleaner production— evidence from agent-based simulation and global case studies
Lei Lei, Fei Xue, Jinxin Zhang +2
This paper uses agent-based simulation and global case studies to examine how blockchain can address the 'lemon market' problem in carbon trading, improving market efficiency and transparency, and incentivizing cleaner production through di…
📚 Peer-reviewed · JournalSustainable Energy Technologies and Assessments2026#Carbon PricingDOI
Multi-objective optimization and comparative analysis of wind-solar and wind-solar-gas energy systems considering ladder carbon trading mechanism
Juntao Han, Yibo Han, Yongzhen Wang +4
This study proposes a multi-objective optimization and comparative analysis of wind-solar and wind-solar-gas energy systems under a ladder carbon trading mechanism. It evaluates trade-offs between economic and environmental performance, hig…
🇨🇳 China📚 Peer-reviewed · JournalInterdisciplinary Humanities and Communication Studies2026#Carbon PricingDOI
The Impact of the EU Carbon Border Adjustment Mechanism (CBAM) on Global Trade Order and Legal Challenges: A Case Study of Malaysia
Ziyou Li
This paper analyzes the impact of the EU's Carbon Border Adjustment Mechanism (CBAM) on global trade order, using Malaysia as a case study. CBAM increases export costs for products like steel and palm oil, reducing competitiveness but accel…
🌍 Global📚 Peer-reviewed · JournalConstruction Innovation2026#Carbon PricingDOI
Framework for fostering blockchain-based carbon trading applications in the construction industry: learning from cross-sectoral insights
Navodana Rodrigo, Srinath Perera, Dilmi Atapattu
This study addresses the lack of carbon trading adoption in the construction industry by leveraging blockchain technology. Using a systematic review of 260 publications, it develops a framework integrating cross-sectoral insights to enhance…
🌍 Global📚 Peer-reviewed · JournalConstruction Innovation2026#Carbon PricingDOI
Modelling motivating factors for individuals’ participation in carbon trading in the construction industry: a fuzzy synthetic evaluation technique
Augustine Senanu Komla Kukah, Xiaohua Jin, Robert Osei-Kyei +1
This study evaluates motivating factors for individuals to participate in carbon trading in the construction industry. Through a survey of Australian industry experts, 13 factors were identified and grouped into attitudes/motivation and awa…
🇪🇺 Europe📚 Peer-reviewed · JournalApplied Soft Computing2026#Carbon PricingDOI
Carbon trading strategy in the european market based on risk analysis using deep stochastic reinforcement learning
Yan Aditya Pradana, Mohammad Isa Irawan, Imam Mukhlash +1
This study proposes a carbon trading strategy for the European Union Emissions Trading System (EU ETS) using deep stochastic reinforcement learning with risk analysis. It aims to optimize trading decisions under market uncertainty, outperfo…
📚 Peer-reviewed · JournalWest Science Social and Humanities Studies2026#Carbon PricingDOI
The Legality and Challenges of Carbon Trading Implementation in Indonesia within the Framework of Presidential Regulation Number 98 of 2021
Rival Pahrijal, Arief Fahmi Lubis, M Ammar Muhtadi
This study analyzes the legality and challenges of carbon trading implementation in Indonesia under Presidential Regulation No. 98/2021. It finds that while the legal framework is formally established, challenges include regulatory fragment…
🇨🇳 China📚 Peer-reviewed · JournalPLoS ONE2026#Carbon PricingDOI
Supply chain carbon reduction considering consumer skepticism and blockchain technology under the cap-and-trade policy
Peng-peng Yuan, Qingsong Wang
This study uses game theory to analyze how manufacturers can use blockchain to address consumer skepticism about carbon reductions under cap-and-trade policy. It finds that unit abatement is negatively correlated with consumer skepticism an…
🇨🇳 China📚 Peer-reviewed · JournalFrontiers in Marine Science2026#Carbon PricingDOI
From action to legislation: challenges and enhancements of the regulatory frameworks concerning China’s blue carbon sink trading
Chuanliang Wang, Zhaoxin Liu, Aiping Wang
This paper systematically reviews China's laws and policies on blue carbon sink trading, identifying three core regulatory problems: vague allocation of powers, incomplete transaction rules, and weak accountability. It provides recommendati…
🇨🇳 China📚 Peer-reviewed · JournalApplied Economics Letters2026#Carbon PricingDOI
The unintended consequences of climate policy: how carbon trading affects intra-firm income inequality
Zhenfeng Guo, Fathin Faizah Said, SF Low
This paper empirically examines the impact of carbon trading on intra-firm income inequality, suggesting that climate policies may inadvertently exacerbate social inequalities and highlighting the need for equitable policy design.
📚 Peer-reviewed · JournalESAM Ekonomik ve Sosyal Araştırmalar Dergisi2026#Carbon PricingDOI
A SYSTEMATIC LITERATURE REVIEW ON THE EFFECTS OF THE EU CARBON BORDER ADJUSTMENT MECHANISM (CBAM) ON INTERNATIONAL TRADE
Rahmi Çetin
This systematic literature review synthesizes 32 peer-reviewed articles on CBAM's trade implications. While a minority view CBAM as necessary to prevent carbon leakage, the majority highlight risks of global welfare losses, trade disputes, …
📚 Peer-reviewed · JournalJournal of risk and financial management2026#Carbon PricingDOI
Liquidity and Market Microstructure of Tokenized Carbon Assets Trading in Blockchain-Based Voluntary Carbon Markets: A Mean-Centered MMRM with HAC Corrections
Sukmawati Sukamulya, Veronica Tri Kusuma
This study examines liquidity and market microstructure of tokenized carbon assets (KLIMA, BCT, MCO2) in blockchain-based voluntary carbon markets, using mean-centered MMRM with HAC corrections and a regulation index as moderator. Results s…