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 · 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 …
🌍 Global📚 Peer-reviewed · JournalJournal of Economic Insights and Research (JEIR)2026#Carbon PricingDOI
Carbon Pricing and Economic Performance: A Comparative Analysis of Emissions Trading Systems and Carbon Taxes Across Major Economies
Sindhu P.J
This study compares carbon pricing mechanisms (ETS and carbon taxes) across 47 jurisdictions from 2015-2025 using synthetic control and difference-in-differences. ETS achieve larger emission reductions (9.7% vs. 6.4%) but with higher price …
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…
🌍 Global📚 Peer-reviewed · JournalSocial Science Research Network2026#Carbon PricingDOI
Energy Economics and Policy: Navigating the Global Energy Market
A. Varkey, Eby Johny
This book covers carbon pricing (carbon tax, ETS), carbon accounting (Scope 1,2,3), and net zero targets, analyzing recent energy crises and geopolitics from micro and macroeconomic foundations. It is a textbook style resource for students …
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…
CNDatasetMendeley Data2026#Carbon PricingDOI
Do Carbon Markets Reallocate Capital?
Wenqi Chai
This paper examines whether carbon pricing policies lead to capital reallocation at the firm level, focusing on China's emissions trading system. Using firm-level data, it analyzes investment behavior and estimates policy effects. Findings …
🌍 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…
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Carbon PricingDOI
For GX-ETS Calculation and Verification
GX-ETS算定・検証のために
(著者不明)
This paper explains the methodology for calculating and verifying emissions under Japan's GX-ETS (Emissions Trading System). It provides practical guidance for participants, outlining key points for accurate reporting and ensuring credibili…
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Carbon PricingDOI
On the Growth-Oriented Carbon Pricing Concept
成長志向型カーボンプライシング構想について
(著者不明)
This paper presents a growth-oriented carbon pricing concept compatible with economic expansion. It explores policy design that aligns with Japan's GX strategy, aiming to incentivize decarbonization while fostering sustainable growth.
🌍 Global📚 Peer-reviewed · JournalEnvironmental Policy and Governance2026#Carbon PricingDOI
Different Conditions, Yet Similar Outcomes: How Interaction Between Policy Areas Enabled Carbon Tax Adoption in Sweden and Mexico
Jakob Skovgaard, Åsa Knaggård, Roger Hildingsson +1
This paper compares carbon tax adoption in Sweden and Mexico, finding that despite different contexts, similar factors such as ideational change and fiscal reform windows enabled adoption. It highlights the importance of coalition-building …
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…
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 provides monthly time-series data to analyze the asymmetric effects of EU carbon pricing on Vietnam's steel exports during the CBAM transition, covering 2013-2025. It includes variables such as EU ETS prices, Vietnam steel expo…
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 · JournalCommunications Earth & Environment2026#Carbon PricingDOI
Carbon cost pass-through and access to capital shape firms’ carbon strategies
Anastasiya Ostrovnaya, Jan Ahrens, Julian Smart +2
This paper analyzes the effects of carbon pricing on firms' financial profiles, focusing on cash flows and margins of steel and cement firms under various scenarios. The key determinant is carbon cost pass-through ability, and capital marke…