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.
JournalEdward Elgar Publishing eBooks2026#Carbon PricingDOI
The carbon border adjustment mechanism: consequences for trade and development in the Global South
Priyaranjan Jha, Advitha Arun
This paper analyzes the impact of the Carbon Border Adjustment Mechanism (CBAM) on trade and development in the Global South. It discusses potential trade frictions, effects on industrial competitiveness in developing countries, and implica…
Peer-reviewed🇨🇳 ChinaJournalTechnological Forecasting and Social Change2026#Carbon PricingDOI
Study of the co-evolution of heterogeneous policy combinations with AI-driven carbon emission monitoring and dynamic carbon trading mechanisms
Y J Li, Guo‐Fu Li, Sarah Cooper +2
This study analyzes the co-evolution of AI-driven carbon emission monitoring and dynamic carbon trading mechanisms, examining how heterogeneous policy combinations affect system efficiency and emission reduction outcomes. It suggests AI int…
Peer-reviewed🇨🇳 ChinaJournalInternational Transactions in Operational Research2026#Carbon PricingDOI
Energy performance contracting selection and carbon emission decisions under carbon cap‐and‐trade regulation
Ju Qiu, Zong-Hong Cao, Feng Yu +2
This paper examines energy performance contracting (EPC) selection and carbon emission decisions in a supply chain under cap-and-trade regulation. A supplier can provide EPC to a manufacturer to enable low-carbon production. Results show th…
Peer-reviewed🇨🇳 ChinaJournalNature Food2026#PolicyDOI
Including ozone increases estimated global crop and economic benefits of carbon neutrality policies
Yi-Ming Wei, Si-Yi Wei, Biying Yu +11
This study shows that including ozone effects in the assessment of carbon neutrality policies significantly increases estimated global crop yields and economic benefits. Using modeling, it highlights the importance of considering air qualit…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Research Energy2026#Energy TransitionDOI
Operationalizing energy justice: mapping Norwegian youth preferences for renewable energy transitions
Muhammad Shahzad Javed, Karin Fossheim, Paola Velasco‐Herrejón +3
This study surveys 286 Norwegian high school students on their preferences for future energy systems. Over 68% favor offshore wind, and students prioritize environmental protection and energy independence over cost minimization, challenging…
PreprintResearch Square2026#CCUSDOI
A Prior Assessment of CO2-Fracturing in Gas Hydrate Reservoirs for CO2-CH4 Swapping and CO2 Storage
Guo B, Islam MT
This study provides a prior assessment of using CO2 as fracturing fluid to enhance injectivity in gas hydrate reservoirs for CO2-CH4 swapping and CO2 storage. A new analytical model for hydraulic fracture initiation and propagation is devel…
🇪🇺 EuropeDatasetZenodo2026#Carbon PricingDOI
A Modern and Sustainable Rail-Enabled Urban Logistics System and its Economic Evaluation
Kwakye, Ampong Dominic, Švadlenka, Libor, Molkova, Tatiana +1
This study proposes and evaluates an urban logistics system combining rail transport with low-emission last-mile delivery modes (electric vehicles, cargo bikes, crowdshipping). Using operational simulation and break-even analysis, it finds …
CNDatasetZenodo2026#Renewable EnergyDOI
ChinaPV-10m-2024: A Vector Dataset of Utility-Scale and Rooftop PV Plants
Zhang, Bin
This dataset provides a 10-m resolution vector map of utility-scale and rooftop PV plants across China in 2024, extracted from Sentinel-1/2 imagery using a hybrid genetic algorithm and LightGBM classifier with 95.16% accuracy. It includes p…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Research Letters2026#Climate ScienceDOI
Substantial carbon sequestration potential over the Loess Plateau
Weixiang Cai, Chao Li, Lei Xu +5
This study evaluates carbon sequestration rates (CSR) in Loess Plateau ecosystems from 1980 to 2060 under three climate scenarios by integrating field data and models. It predicts a total increase of 2.62 Pg C in vegetation and soil, with C…
Peer-reviewed🇨🇳 ChinaJournalGeological Journal2026#PolicyDOI
Energy Infrastructure and Geohazard Risk in China's Urban Expansion: A Hybrid <scp>MCDA</scp> Framework Integrating Bayesian Networks for Sustainable Resource Management and Climate Adaptation
Yue Shen, Xingcheng Ge, Wang Yang +2
This study proposes an MCDA framework for prioritizing sustainability criteria in China's urban development, integrating Delphi, Bayesian networks, and BWM. It finds that environmental sustainability and governance are most critical, with c…
Peer-reviewed🇨🇳 ChinaJournalJournal of Forecasting2026#Carbon PricingDOI
Forecasting Carbon Price Trends With Image‐Based Convolutional Neural Networks
Xiaohang Ren, Zihui Sima, Farhad Taghizadeh‐Hesary +1
This paper proposes a CNN model using EUA chart images to predict carbon price trends. It converts price and volume data into pixel images for next-day and n-day cumulative predictions. The model outperforms traditional machine learning mod…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Carbon PricingDOI
Cost and Potential of Circular Economy Measures for CO <sub>2</sub> Mitigation in the Textile Industry
Jun Ning, Shoujuan Tang, Yuheng Sun +4
This study evaluates the CO2 mitigation potential and abatement costs of circular economy (CE) measures in China's textile industry (2023-2030). The total mitigation potential is 57.70 Mt CO2/year, accounting for 18.79% of 2023 emissions. L…
Peer-reviewed🇨🇳 ChinaJournalJournal of Environmental Management2026#Scope 1/2DOI
Towards carbon-neutral wastewater reclamation: Long-Term performance evolution and greenhouse gas emission analysis in a mega-scale reclaimed water plant
Chaolong Gao, Lanqin Yang, Dawei Yu +4
This study analyzes long-term performance and greenhouse gas emissions from a mega-scale reclaimed water plant in China, evaluating pathways towards carbon-neutral wastewater reclamation. It provides empirical data on emission reduction pot…
Peer-reviewed🇨🇳 ChinaJournalScientific Reports2026#Carbon PricingDOI
Unlocking the financing potential of forest-based carbon assets: a valuation framework for pledge lending under uncertainty in China
Yan Zhang, Jingyu Zhang
This paper develops a valuation framework for forest-based carbon collateral, combining carbon price forecasting from thin CCER trading data with option valuation and a lender-oriented pledge rate equation. Applied to a case in Yunnan, Chin…
Peer-reviewed🇨🇳 ChinaJournalCommunications Earth & Environment2026#Climate ScienceDOI
Global patterns of stabilized soil organic carbon and their potential implications for climate mitigation
Zhaoxin LI, Ziheng Zou, Xiaobo Liu +12
This study maps global stabilized soil organic carbon in the top one meter using machine learning, estimating 1304 Pg C—about half of total soil carbon—concentrated in wetlands and cold regions. It introduces a metric of soil negative carbo…
Peer-reviewedJournalORBi UMONS2026#CCUS
Quantifying Life-Cycle Burden-Shifting Intensity in Global Warming Potential Induced by Post-Combustion Carbon Capture and Storage for Decarbonizing Energy-Intensive Industries
Yao, Yipeng, Duprez, Marie-Eve, De Weireld, Guy
This paper quantifies life-cycle burden-shifting in global warming potential when post-combustion CCS is applied to energy-intensive industries. It shows that while CCS reduces direct emissions, it may increase upstream emissions, highlight…
Peer-reviewedJournalChemical Engineering Science2026#CCUSDOI
From polyethylene terephthalate to high-value schiff base chemicals: repurposing polyethylene terephthalate plastic waste for carbon dioxide capture
Xiaosong Luo, Qibin Li
This study proposes a method to convert PET plastic waste into high-value Schiff base chemicals for CO2 capture, offering a circular economy solution that reduces plastic waste and captures carbon dioxide.
Peer-reviewedJournalJournal of CO2 Utilization2026#CCUSDOI
Factors affecting the carbon capture performance of steel slag and green liquor dregs in direct aqueous carbonation
Eduarda C. Queiroz, Emmanouela Leventaki, Alexandre Cuin +3
This study evaluates CO2 capture performance of steel slag and green liquor dregs via direct aqueous carbonation, analyzing how reaction conditions affect carbonation efficiency. It demonstrates potential of low-cost CCUS using industrial b…
Peer-reviewedJournalInorganic Chemistry Communications2026#CCUSDOI
Unveiling the synergistic effect of CO2 on BH3-NH3 interactions: Simultaneous hydrogen release and carbon capture
Trinh Le Huyen, Van Quang Nguyen, Van Trung Pham +2
This study investigates the synergistic effect of CO2 on BH3-NH3 interactions, enabling simultaneous hydrogen release and carbon capture. It offers a novel chemical pathway for CCUS technologies.
Peer-reviewedJournalComputers & Chemical Engineering2026#CCUSDOI
Active Learning-Driven Process Modeling and Optimization of Crude Oil to Chemicals Coupled with Carbon Capture
Zhibo Zhang, Yani Wang, Mengzhen Zhu +10
This paper proposes an active learning-driven approach for process modeling and optimization of crude oil to chemicals coupled with carbon capture, aiming to improve efficiency and reduce emissions.