GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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.
Preprint🌍 Global2026#AI × ESGDOI
Accelerating greenhouse gas retrievals with neural network-based forward models
Fiona Lippert, Andrew Gerald Barr, Marcos Herreras-Giralda +7
GHG retrievals rely on costly physics-based forward models, limiting real-time processing. This study develops neural network emulators for Sentinel-5, comparing end-to-end and hybrid approaches. The hybrid method achieves high accuracy (<1…
Peer-reviewedJournalAnimal and Veterinary Sciences2026#agricultureDOI
Influence of Improved Husbandry Practices on Productivity and Greenhouse Gas Emissions in Agropastoral Meat Goat Production System in a Semi-arid Kenya
Cecilia Akolebirungi, Thomas Muasya, Bockline Bebe
This study simulates improved husbandry practices in Kenyan agropastoral meat goat systems using GLEAM-i. Reducing adult males increased productivity by 26.9% and reduced emission intensity by 13.4%. Findings support climate-smart intervent…
Peer-reviewedJournalThe Crop Journal2026#Energy TransitionDOI
Integrated effects of aerobic tillage and controlled irrigation on rice yield and greenhouse gas emissions in a high-latitude rice growing region
Narengerile, Aixing Deng, Wenjun Dong +7
This empirical study evaluates the combined effects of aerobic tillage and controlled irrigation on rice yield and greenhouse gas emissions in a high-latitude rice-growing region. It suggests that such practices can maintain yield while red…
Peer-reviewedJournalEnergy Conversion and Management2026#Energy TransitionDOI
An exploration of transition pathways for South Africa’s coal-to-liquids complex under long-term national greenhouse gas emissions constraints
Nosaibeh Nosrati-Ghods, Bryce McCall, Harro von Blottnitz +4
This paper explores transition pathways for South Africa's coal-to-liquids (CTL) industry under long-term GHG constraints. It analyzes technological and economic routes, deriving policy implications for balancing decarbonization and industr…
Peer-reviewedJournalField Crops Research2026#Energy TransitionDOI
Rhizosphere carbon and nitrogen partitioning mediates inhibitor effects on yield and greenhouse gas emissions across irrigation regimes in rice paddies
Siyu Li, Wen Teng, Fan Ye +7
This study shows that irrigation regimes in rice paddies mediate the effects of nitrification and urease inhibitors on yield and greenhouse gas emissions through rhizosphere carbon and nitrogen partitioning. The effectiveness of inhibitors …
Peer-reviewedCNJournalEnvironmental Science & Technology2026#Energy TransitionDOI
30-Year
Greenhouse Gas Changes in Megacities Driven
by Emission Reduction Policies: A Case Study of Beijing
Yu Wang, Yinghong Wang, Yang Sun +5
This study evaluates the emission reduction effectiveness of Beijing's coal-to-gas and coal-to-electricity policies using greenhouse gas concentration data from 1993-2024 and vertical profiles from 2022-2024. CO2 growth rates decelerated an…
Peer-reviewed🌍 GlobalJournalCanadian Association of Radiologists Journal2026#AI × ESGDOI
Effect of Deep Learning Training Policy on Greenhouse Gas Emissions and Carbon Efficiency for Chest Radiograph Classification
Nicholas Dietrich, David McShannon, Merel Huisman +2
This study quantified the impact of deep learning training policies on CO2 emissions and performance for chest radiograph classification. Prospective early stopping preserved performance while reducing emissions by up to 38% and improving c…
Peer-reviewedCNJournalJournal of Plant Nutrition and Soil Science2026#agricultureDOI
Long‐Term Fertilization Regulates Greenhouse Gas Emissions Through Soil Aggregate Carbon and Nitrogen in Paddy Fields
Yazhen Li, Haibin Li, Kailou Liu +6
Based on a long-term paddy experiment (since 1981) in Jiangxi, China, this study shows that integrated organic-inorganic fertilization (NPKM) maximizes rice yield while reducing greenhouse gas intensity (GHGI). NPKM improved macroaggregate …
Peer-reviewedJournalEnergy and Climate Change2026#PolicyDOI
A bibliometrics review of non-CO2 greenhouse gas reduction strategies
Yi-Ming Wei, Si-Yu Liu, Li-Jing Liu +8
This paper presents a bibliometric analysis of research on non-CO2 greenhouse gas reduction strategies, identifying trends and key themes. It offers insights for policy and technology development, though it likely lacks specific empirical d…
Peer-reviewedJournalINTERNATIONAL JOURNAL OF ECONOMICS AND FINANCIAL MANAGEMENT2026#Carbon AccountingDOI
Integrating Strategic Management Accounting And Sustainability Accounting Under the Twin Transition: A Conceptual Framework For Vietnamese Enterprises Toward Net-Zero Emissions
Tran Huyen Thu
This paper proposes a conceptual framework integrating strategic management accounting and sustainability accounting, positioning digital technologies as the mechanism to make sustainability information strategically actionable. It offers t…
Peer-reviewed🌍 GlobalJournalSustainability2026#AI × ESGDOI
AI-Enabled Generative Design Digital Twin Framework for Net-Zero Building Optimization Across European Climate Zones
Suhib O. A. Amro, Sepanta Naimi, Changiz Ahbab
This paper proposes an AI-driven generative design framework integrating machine learning surrogates with NSGA-III and PSO to optimize building renovation for net-zero performance. Validated on 12 European case studies, it achieves 84.7% op…
Journal2026#AI × ESGDOI
AI-Verified Carbon Credit Intelligence for High-Integrity Climate Finance and Net-Zero Market Governance
Murali Krishna Pasupuleti
This monograph proposes an integrated architecture for AI-verified carbon credit intelligence, combining uncertainty-aware measurement, causal additionality analysis, ML, geospatial analytics, digital MRV, and market governance. It treats v…
Peer-reviewedJournalEnergy Conversion and Management2026#HydrogenDOI
4E analysis of an integrated ATR-SOEC hydrogen co-production system for deep decarbonization: Energy, exergy, economic, and environmental impacts
Soojin Kim, Gichan Kim, Jinwoo Park +1
This paper analyzes an integrated ATR-SOEC hydrogen co-production system using a 4E (energy, exergy, economic, environmental) framework, evaluating its contribution to deep decarbonization. It quantifies system efficiency, economic viabilit…
Peer-reviewedJournalSustainable Futures2026#Energy TransitionDOI
The pathways to net-zero: challenges, experiences and firm-level decarbonization strategies in the manufacturing sector
Yonas Tesema, Siddharth Sareen
This paper examines challenges and firm-level decarbonization strategies in the manufacturing sector's path to net-zero. It likely synthesizes experiences and strategic approaches, offering insights for policy and practice, though empirical…
Peer-reviewedJournalApplied Energy2026#HydrogenDOI
Future role of heavy-duty fuel cell vehicles in the decarbonization of the freight transport
M. Lopez-Juarez, N. Zacharof, A. Guillaume +4
This paper examines the future role of heavy-duty fuel cell vehicles (FCVs) in decarbonizing freight transport. It analyzes factors such as hydrogen infrastructure, costs, and policy support, suggesting FCVs could be a key option for long-h…
Peer-reviewedCNJournalEnergy2026#Energy TransitionDOI
Decarbonization Pathways for China’s Passenger Vehicle Sector through Policy Integration
Zou Wanqiao
This paper analyzes decarbonization pathways for China's passenger vehicle sector through policy integration. It examines combinations of policies to promote EV adoption and achieve emission reduction targets, assessing feasibility and impa…
Peer-reviewed🌍 GlobalJournalTerritory, Politics, Governance2026#PolicyDOI
Multilevel governance and the decarbonisation of transportation: towards a research agenda
Jörg Broschek
This paper examines the role of multilevel governance in decarbonizing transportation and proposes a research agenda. It highlights the importance of intergovernmental coordination and policy integration to align transport policies with cli…
Peer-reviewedJournalEnergy Conversion and Management: X2026#CCUSDOI
Exploring onboard carbon capture systems for maritime decarbonization
Lena Daum, Karsten Müller, Peter Ranacher +2
This paper explores onboard carbon capture systems (OCCS) as a technological option for maritime decarbonization. It examines the potential, challenges, and implications of capturing CO2 directly on ships, considering energy penalties, cost…
Peer-reviewedCNJournalNatural Gas Industry2011#OtherDOI
Controlling factors of enrichment and high deliverability of CBM gas from high-rank coal beds in the southern Qinshui Basin
Zuo Y.
This paper analyzes controlling factors of enrichment and high deliverability of coalbed methane (CBM) in high-rank coal beds of the southern Qinshui Basin, China. It identifies geological and reservoir characteristics that influence gas co…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2024#HydrogenDOI
The colorful economics of hydrogen: Assessing the costs and viability of different hydrogen production methods - A review
Singla M.K.
This review compares the economics of various hydrogen production methods, including grey, blue, and green hydrogen, assessing costs and viability. It synthesizes technical and economic barriers, offering insights for policy and investment …