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.
🇪🇺 Europe📚 Peer-reviewed · JournalAgribusiness2026#Carbon PricingDOI
Cost‐Benefit Analysis of the European Union Carbon Border Adjustment Mechanism in Fertilizer Trade
Natalie Crisci, Md Deluair Hossen, Andrew Muhammad +1
This study conducts a cost-benefit analysis of the EU CBAM specifically for fertilizer trade. It finds that under baseline assumptions the economic cost ($4.04B) exceeds the environmental benefit ($2.58B) annually, but sensitivity analysis …
📚 Peer-reviewed · JournalInternational journal of research and scientific innovation2026#Carbon PricingDOI
Analysis of Carbon Border Adjustment Mechanism (CBAM) as a Climate Regulatory Barrier for India and the European Union (EU) Trade.
Dr. Nafees Hashim Rizvi, D. Mehdi
This paper analyzes CBAM's impact on India-EU trade, focusing on iron, steel, and aluminum. Using a gravity model and EU ETS data (2023-2025), it finds that including Scope 2 emissions raises ad valorem equivalent burdens to 15-20% for stee…
📚 Peer-reviewed · JournalFishes2026#Carbon PricingDOI
Low-Carbon Certification vs. Carbon Surcharges: A Recursive Dynamic GTAP Assessment of EU/UK Border Measures for China’s Seafood Exports
Xianrui Mo, Zefang Liao
This study compares carbon surcharges and low-carbon certification as EU/UK border measures for China's seafood exports using a recursive dynamic CGE model over 10 years. It finds that certification, especially when paired with domestic gre…
📚 Peer-reviewed · JournalInternational Journal of Production Research2026#Carbon PricingDOI
Emission reduction decision under carbon quota competition versus cooperation trade mode of dual supply chain based on two allocation mechanisms
Zhongrui Wang, Qinghua Wu
This study compares grandfathering and benchmarking carbon quota allocation mechanisms, analyzing competitive and cooperative carbon trading modes in single and dual supply chain models. Findings show benchmarking outperforms in emission re…
CN📚 Peer-reviewed · JournalApplied Sciences2026#Carbon PricingDOI
Synergistic Optimization of Yangshan Port’s Collection-Distribution Network with Application of Electric Autonomous Container Truck Configuration Under Carbon Constraints
You Kong, Ling Xu, Qi Wu +1
This study develops a multi-objective bi-level programming model to analyze the impact of carbon trading mechanisms and electric autonomous container trucks (EACTs) on port collection-distribution networks. Using NSGA-II, the model generate…
CN📚 Peer-reviewed · JournalScientific Reports2026#Carbon PricingDOI
Carbon price fluctuation forecasting using an adaptive dual-channel residual attention neural network optimized with white shark optimizer and blockchain-based data provenance
S. Biswal, K. Kotecha, Neha Munjal
This paper proposes ADRGPNN-WSO, an integrated framework for carbon price forecasting. It uses FKMV for noise reduction, ADRGPNN for temporal and cross-feature modeling, WSO for optimization, and RB-DCHF for data provenance. Validated on th…
CN📚 Peer-reviewed · JournalIngegneria sismica2026#Carbon PricingDOI
The Dynamic Regulation Mechanism and Optimization of the Carbon Emission Rights Market in the Era of Low-Carbon Economy
Qinghao Zheng
This study proposes an intelligent computing system for dynamic regulation of carbon emission rights markets using deep reinforcement learning (DRL). It integrates monitoring, prediction, and optimization models, creating a closed-loop 'mon…
🇪🇺 Europe📚 Peer-reviewed · JournalAmerican Journal of Agricultural Economics2026#Carbon PricingDOI
Evolution and management of price risk in the carbon market: The role of hedging
Jialan Wang, J. Chavas, Jian Li +1
This paper investigates the evolving price risk in the EU ETS and the effectiveness of carbon futures as hedging instruments. Using a quantile vector autoregression and copula approach, it finds significant tail risk and proposes a novel Mi…
🌍 Global📚 Peer-reviewed · JournalManagerial and Decision Economics2026#Carbon PricingDOI
Optimization and Coordination of Carbon Emission Reduction Investment Under Various Emission Regulations
Huixiao Yang, Yifan Yang, Jian Cao +1
This paper analyzes how different emission regulations (carbon cap, carbon tax, cap-and-trade) affect a manufacturer's abatement investment and supply chain coordination. Modeling market frictions like bid-ask spreads and endogenous contrac…
📚 Peer-reviewed · JournalIndustrial Management & Data Systems2026#Carbon PricingDOI
Optimal supply chain collaborative compliance strategy in integrated carbon market: technology collaborative versus investment collaborative
Gaoxiang Lou, Zhangzhen Fang, Linsen Yin +2
This study examines three supply chain collaborative compliance strategies in an integrated carbon market: technology collaborative (TC), certified emission reduction (CER) investment collaborative (IC), and hybrid. Using game theory, the a…
🌍 Global📚 Peer-reviewed · JournalMathematics2026#Carbon PricingDOI
Decision-Making in Dual-Channel Supply Chains Based on Different Carbon Quota Allocation Policies
Hai Shen, Jiawei Liu, Siyi Li +1
This paper constructs a decision-making model for dual-channel supply chains under different carbon trading policies, analyzing how carbon quota allocation methods impact profits. It finds manufacturer profit positively correlated with carb…
CN📚 Peer-reviewed · JournalJournal of Renewable and Sustainable Energy2026#Carbon PricingDOI
Cooperative scheduling of multi-data-center systems under an electricity–carbon coupling framework
Xuefeng Ma, S. Fan
This study proposes a cooperative game-based scheduling method for multiple data centers under an electricity-carbon coupling trading framework. It integrates workload migration, energy storage, and carbon allowance trading to minimize cost…
📚 Peer-reviewed · JournalWater Economics and Policy2026#Carbon PricingDOI
Beyond Traditional PES: A Hydrology-Integrated Blockchain System for Forest Carbon, Water Regulation, and Invasive Species Control in the Himalayas
Ram Ranjan
This study develops a blockchain-enabled bioeconomic model integrating forest growth, water services, invasive species dynamics, and fire risk. Token prices adjust to ecological indicators, creating incentives for communities to balance imm…
📚 Peer-reviewed · JournalQuantitative finance (Print)2026#Carbon PricingDOI
Forecasting carbon returns under structural breaks and model uncertainty: a time-weighted regularized combination approach
Zhikai Zhang, Yaojie Zhang, Yudong Wang +1
This paper proposes a time-weighted regularized combination (TWRC) method to forecast carbon price returns under structural breaks and model uncertainty. The TWRC identifies structural changes and mitigates uncertainty among factor-based fo…
CN📚 Peer-reviewed · JournalJournal of Physics: Conference Series2026#Carbon PricingDOI
Research on bidding equilibrium model of the joint electricity-carbon market based on carbon price discovery
Mengjie Zhao, Shijie Duan, Tianshuai Jiang +2
This paper develops a bidding equilibrium model for the joint electricity-carbon market using multi-agent reinforcement learning. It finds that tightening carbon benchmarks by ~14.21% increases thermal power costs by ~13.83%, and doubling r…
🌍 Global2026#Carbon Pricing
Carbon-Driven Incentive Mechanism for Renewable Power-to-Ammonia Production in Coupled Carbon and Ammonia Markets
Yangjun Zeng, Hua Geng, Yiwei Qiu +14
This paper proposes a hierarchical carbon-driven incentive mechanism (PCIM) linking carbon and ammonia markets to boost renewable power-to-ammonia (ReP2A) competitiveness. Results show a 12.9% emission reduction with only a 1.8% revenue los…
🌍 Global📚 Peer-reviewed · JournalSoutheast Asian Economies2026#Carbon PricingDOI
The Effects of European Union's Carbon Border Adjustment Mechanism on ASEAN-6 Exports
M. Manguera
This paper analyzes the impact of the EU's Carbon Border Adjustment Mechanism (CBAM) on exports from ASEAN-6 countries. Using a gravity model, it finds that cement and iron/steel sectors are most sensitive to tariff adjustments, with the Ph…
CN📚 Peer-reviewed · JournalChina Agricultural Economic Review2026#Carbon PricingDOI
Co-benefits and trade-offs of carbon revenue recycling schemes on China's water, energy and food systems under carbon neutrality target
Xiangyan Qian, Hongdian Jiang, Yun-Fei Yao +4
This study analyzes four carbon revenue recycling schemes in China's carbon neutrality path using a dynamic CGE model. Lump-sum transfers to households improve welfare and reduce urban-rural income gaps, while indirect tax cuts minimize GDP…
🇺🇸 USA📚 Peer-reviewed · JournalEnergies2026#Carbon PricingDOI
Dual-Agent Deep Reinforcement Learning for Low-Carbon Economic Dispatch in Wind-Integrated Microgrids Based on Carbon Emission Flow
W. Qiu, Hebin Ruan, Xiaoxiao Yu +3
This study proposes a dual-agent deep reinforcement learning framework for low-carbon economic dispatch in wind-integrated microgrids. A PPO agent minimizes operating costs while a SAC agent targets carbon emission reduction, combined via a…
CN📚 Peer-reviewed · JournalLand Degradation & Development2026#Carbon PricingDOI
Cost‐Effectiveness of Land Restoration Policies for Carbon Neutrality: Evidence From China's Reforestation
Shuwei An
This study evaluates the cost-effectiveness of China's Grain for Green Program for carbon neutrality. Using satellite data from 2001-2023, it finds forest area increased significantly and carbon sequestration costs averaged ~11 USD/tCO2, be…