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.
CN📚 Peer-reviewed · JournalInternational Journal of Environmental Protection and Policy2026#Carbon PricingDOI
Research on the Impact of Carbon Emission Trading Policy on Carbon Emissions: An Empirical Examination Based on 284 Prefecture-level Cities in China
Hao Li, Yuxiao Lei, Nuo Li +2
This study uses China's pilot ETS as a quasi-natural experiment. Using panel data of 284 Chinese cities from 2003-2017 and a multi-period DID approach, it finds that the ETS effectively reduces total carbon emissions and carbon intensity th…
CN📚 Peer-reviewed · JournalAdvances in Economics, Management and Political Sciences2026#Carbon PricingDOI
The Impact of China's Carbon Emissions Trading Market on Manufacturing Firms' ESG Performance
Yan Zhang
Using a multi-period DID model on Chinese A-share listed firms (2009-2022), this study finds that participation in China's carbon emissions trading scheme significantly improves firms' ESG performance, partially mediated by digital transfor…
📚 Peer-reviewed · JournalEconomies2026#Carbon PricingDOI
Policy Instruments Against Climate Change: A Panel Data Analysis of Carbon Taxation and Emissions Trading in OECD Countries
Nergis Feride Kaplan Donmez
This study examines the effects of carbon taxes and emissions trading systems (ETS) on CO2 emissions in OECD countries from 2002 to 2023 using panel data analysis. Both instruments are found effective in reducing emissions in the long run b…
🇪🇺 Europe📚 Peer-reviewed · JournalEconomic Change and Restructuring2026#Carbon PricingDOI
The impact of the emissions trading system on foreign carbon embedded in domestic final demand: evidence from the Eurozone
Chien‐Chiang Lee, G. Olasehinde-Williams
This paper examines the impact of the EU Emissions Trading System (ETS) on the carbon content of imported goods embedded in domestic final demand within the Eurozone. It provides evidence on carbon leakage and the effectiveness of emissions…
🇪🇺 Europe📚 Peer-reviewed · JournalSustainable Development2026#Carbon PricingDOI
Spillover Effects of
EU
Climate Policy on Global Financial Systems: Evidence From the Emissions Trading Scheme
Xinyang Wei, Liangyu Chen, Yikun Lan +2
This paper analyzes spillover effects of the EU ETS on global equity markets from 2013 to 2021. Using contagion analysis and DCC-GARCH, it finds a positive association between EU carbon allowance prices and stock market performance worldwid…
CN📚 Peer-reviewed · JournaliScience2026#Carbon PricingDOI
Dual CO2 mitigations with diminishing margins: Evidence from China’s intensity-based national emissions trading scheme
Chen Lyu, Ke Wang, Bofeng Cai +1
Using a balanced panel of 1,957 thermal power units from 2018 to 2024, this study estimates the causal impacts of compliance pressure under China's national emissions trading scheme (CN ETS) on CO2 emissions. Units with allowance deficits r…
📚 Peer-reviewed · JournalApplied Economics Letters2026#Carbon PricingDOI
The impact of the carbon emissions trading scheme on corporate debt maturity structure: evidence from double machine learning
Xiaoqin Lu, Tianfen Yu, Yuanjun Huang +1
This study uses double machine learning to examine the impact of carbon emissions trading schemes (ETS) on corporate debt maturity structure. It finds that ETS may increase firms' reliance on short-term debt, highlighting how climate policy…
CN📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
China’s Carbon Emissions Trading Scheme Improved the Land Surface Ecological Quality
Diwei Zheng, Daxin Dong
This study evaluates the impact of China's carbon emissions trading scheme (ETS) on land surface ecological quality (LSEQ) using a difference-in-differences approach on 328 Chinese cities from 2005-2020. The ETS improved LSEQ by 0.0113 on a…
CN📚 Peer-reviewed · JournalJournal of Uncertain Systems2026#Carbon PricingDOI
A Bayesian-tuned Gaussian process approach to forecasting carbon market prices: A case study of China's emissions trading scheme
Bingzi Jin, Xiaojie Xu
This study proposes a novel Gaussian process regression (GPR) model optimized via Bayesian framework to forecast carbon prices in China's Emissions Trading Scheme (CHNTS). Using daily settlement data from July 2021 to April 2025, the model …
CN📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
Post-Expansion Carbon Price Forecasting in China’s Emissions Trading Scheme Based on VMD–SVR Model
Yuehan Fang, Yan Li, Lei Chang +2
This study forecasts carbon prices under scenarios of expanding China's ETS to cover steel and electrolytic aluminum sectors using a VMD-SVR model. Results show market expansion causes short-term price increases but reduces volatility, with…
🌍 Global📚 Peer-reviewed · JournalInternational journal of research and scientific innovation2026#Carbon PricingDOI
Agroforestry as a Corporate Carbon Sink: Institutionalizing Farmer-Generated Carbon Credits
Dr. Deeksha S.
This paper proposes an institutional framework (Farmer-Corporate Carbon Institutional Model, FCCIM) for transforming farmer-managed agroforestry into verified carbon credits, addressing corporate Scope 3 emissions and smallholder income div…
CN📚 Peer-reviewed · JournalJournal of Innovation and Development2026#Carbon PricingDOI
Financial Pricing Mechanisms for Corporate Carbon Risks: Methodological Critique and Integration in Empirical Research Under Dual Carbon Goals
Ranran Zhang
This paper systematically examines methodological challenges in empirically pricing corporate carbon risk under China's dual carbon goals (2030 peak, 2060 neutrality). It identifies three core issues: poor data reliability (e.g., omitted Sc…
CNDatasetMendeley Data2026#Carbon PricingDOI
Do Carbon Markets Reallocate Capital?
Wenqi Chai
This paper empirically examines whether carbon pricing policies cause firm-level capital reallocation, focusing on China's emissions trading system. Using firm-level data, it estimates causal effects and provides evidence on the economic im…
🌍 Global📚 Peer-reviewed · JournalReview of Business and Economics Studies2026#Carbon PricingDOI
The Collision of Climate Narratives and Green Food Production Cost
V. D. Smirnov, I. D. Tyukhmeneva
This paper argues that mass demand for green products requires cost parity with conventional alternatives. It proposes using internal carbon pricing (ICP) as a strategic financial planning tool to integrate future environmental risks into p…
🇨🇳 China📚 Peer-reviewed · JournalEnergy Strategy Reviews2026#Carbon PricingDOI
Crowding out or complementing? Renewable portfolio standards and carbon price-signal dilution in China's ETS pilots
Song Chai, Jin Yang, Lin Tang +3
This study examines how China's Renewable Portfolio Standard (RPS) interacts with its Emissions Trading Scheme (ETS). Using provincial panel data from 1995-2021, it finds that higher RPS quotas dilute carbon price signals by compressing the…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
From Digital Trade to Climate Gains: How Global Value Chains and Carbon Pricing Drive CO2 Reductions in OECD Economies
Nour A. J. Azam, Yao Liu, Sajal Kabiraj +2
This study uses monthly panel data from 38 OECD economies (2000-2024) to analyze how digital trade and global value chains (GVCs) affect CO2 reductions. It finds a carbon pricing threshold of USD 40/tonne above which emissions drop signific…
CN📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
Sustainability Under Pressure: Evaluating the Effect of Short-Term Inhibition of EU CBAM on the ESG-Based Environmental Performance of China’s High-Carbon Industries
Shengwen Zhu, Yicen Lu, Xiyu Zhou +1
This study uses PSM-DID to analyze the short-term impact of the EU CBAM transition period on ESG environmental scores of Chinese high-carbon firms. Results show the CBAM transition significantly inhibits environmental performance, with incr…
CN📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
Sustainable Operational Decision-Making for Thermal Power Enterprises’ Carbon Assets Oriented Toward Medium- and Long-Term Risk Exposure
Ying Kuai, Yue Liu, Wu Wan +2
This paper constructs a carbon asset risk management framework for thermal power enterprises using LSTM carbon price prediction and option hedging. It caps procurement cost at 72.63 CNY/ton and covers over 90% of price increase risk. The st…
DatasetMendeley Data2026#Carbon PricingDOI
Dataset for: "Asymmetric effects of EU carbon pricing on Vietnam’s steel exports under the Carbon Border Adjustment Mechanism transition"
Tran Trong Duc, Thu Van Bui, Thị Thuý Hiền Nguyễn
This dataset supports analysis of asymmetric effects of EU carbon pricing on Vietnam's steel exports during the CBAM transition. It includes monthly data from January 2013 to December 2025 covering EU ETS carbon prices, Vietnam's steel expo…
🌍 Global📚 Peer-reviewed · JournalDigital Science2026#Carbon PricingDOI
Exploring the Integration Research of Carbon Trading and RWA Technology
Xuexue Zhang, FanYang Zeng
This paper explores the integration of carbon trading with Real World Assets (RWA) technology using blockchain to address issues like information opacity and low liquidity in traditional carbon markets. It analyzes the intrinsic logic and o…