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.
Peer-reviewedJournalInternational Journal of Creative and Open Research in Engineering and Management2026#PolicyDOI
Forest Conservation Laws in India and their Role in Climate Change Mitigation
Rahul Debnath
This paper critically examines India's forest legal framework (Indian Forest Act 1927, Forest Conservation Act 1980, Environment Protection Act 1986, Forest Rights Act 2006) and evaluates its role in climate change mitigation. It analyzes e…
🇪🇺 EuropeJournalHandbook of Climate Change and Financial Markets2026#Carbon PricingDOI
Financial interdependencies between carbon markets and energy commodities: an application for the European Union Emissions Trading System
Andrea Flori
This paper analyzes financial interdependencies between the EU ETS carbon market and energy commodities (oil, gas, electricity). It quantifies price spillovers and risk linkages, revealing how carbon prices influence energy prices. Findings…
Peer-reviewed🌍 GlobalJournalEconomic Sciences2026#AI × ESGDOI
Ai Integration for A Sustainable Reporting and Accountability Framework
Dr. Honey Gupta, Ms. Shivangi Seth
This paper explores the integration of AI into sustainability reporting and accountability frameworks. It examines AI's role in data acquisition, ESG analytics, assurance, regulatory compliance, and stakeholder engagement. The findings high…
Peer-reviewedCNJournalUrban Informatics2026#Renewable EnergyDOI
Carbon reduction assessment of PV-assisted mine land reclamation using deep learning from remote sensing images
Ming Hao, Zhen Zhang, Weiqiang Luo +1
This study proposes a deep learning framework (YOLOv7 + DeepLabv3+) to map photovoltaic (PV) suitability on reclaimed mine lands in high groundwater table regions of central-east China, combined with lifecycle assessment (LCA) to quantify c…
Peer-reviewedCNJournalIngegneria Sismica2026#Carbon PricingDOI
Distributed master-slave game optimization for microgrid clusters considering dual market coupling mechanism of electricity and carbon
Jinjie Ma
This paper proposes a distributed master-slave game optimization model for microgrid clusters in the coupled electricity and carbon market. The model minimizes cost and carbon emissions under multiple constraints. Simulation results show im…
Peer-reviewed🌍 GlobalJournalExchanges: The Interdisciplinary Research Journal2026#OtherDOI
Losing out in Land-Based Greenhouse Gas Removal
Catherine Price, Carol Morris
This study investigates potential injustices in biochar production and deployment through interviews with UK stakeholders and document analysis. It identifies limited distributive and multispecies injustices, while highlighting the need to …
Peer-reviewedJournalEconomic Sciences.2026#EV & TransportDOI
Abating The Carbon Foot Print Reduction of Automotive Transports Through Adoption of Electronic Vehicles
Dr. D. SUMATHI VIJAYALAKSHMI R
This study analyzes the role of electric vehicles (EVs) in reducing carbon emissions based on a survey of 50 EV users in Chennai, India. It identifies purchase motivations and challenges (infrastructure, policy) and discusses the potential …
Peer-reviewedJournalJournal of Marine and Island Cultures2026#Energy TransitionDOI
Institutionalizing Benefit-Sharing in an Island Energy Transition: The Case of Shinan County, South Korea
Sung-Hyun Park, Sun-Kee Hong
This study examines the legitimacy and institutional sustainability of Shinan County's renewable energy benefit-sharing system in South Korea through a just transition lens. It finds that procedural justice more strongly influences resident…
Peer-reviewed🇺🇸 USAJournalAJN, American Journal of Nursing2026#PolicyDOI
EPA Repeals Greenhouse Gas Regulations
Karen Roush
This paper reports that the U.S. EPA has repealed greenhouse gas regulations. Public health organizations condemn the action. The repeal represents a setback in climate policy and goes against global decarbonization trends.
Peer-reviewed🌍 GlobalJournalApplied Psychology: Health and Well-Being2026#Scope 3DOI
The greenhouse gas emissions of psychological conferences and what we can do about it
Lisa M. Warner, James A. Green, Claudia Teran‐Escobar
This study estimates CO2eq emissions from attendance at major international psychology conferences. In-person participation emits 1.26t per capita, with 94% from travel. Online attendance reduces emissions by 98%. Total emissions across 21 …
Peer-reviewed🌍 GlobalJournalGondwana Research2026#Energy TransitionDOI
Pathways to Net-Zero emissions: Integrating concepts, technologies, metrics, and governance for deep decarbonization across global and Brazilian contexts
Bruno Augusto Cabral Roque, Pedro Pinto Ferreira Brasileiro, Renata Laranjeiras Gouveia +3
This paper provides an integrated perspective on concepts, technologies, metrics, and governance for achieving net-zero emissions, with a focus on both global and Brazilian contexts for deep decarbonization.
Peer-reviewed🇺🇸 USAJournalEnergy Research & Social Science2026#Energy EfficiencyDOI
Money matters in home decarbonization: How income and psychosocial factors shape residents' decision-making and action in Cincinnati, Ohio
Carlie D. Trott, Catelyn N. Smeyne
This study explores how income and psychosocial factors interact in home decarbonization decisions. Using data from Cincinnati, Ohio, it finds that financial barriers dominate for low-income residents, while psychosocial factors are more in…
Peer-reviewed🇪🇺 EuropeJournalTransfer: European Review of Labour and Research2026#PolicyDOI
How can trade unions act strategically in response to decarbonisation? Union strategic capacity and automotive transition policies in Germany, Spain and the UK
Benjamin Crawford, Marion Dumas, Fergus Green +2
This paper analyzes trade unions' strategic capacity in response to internal combustion engine phase-out policies, based on case studies in Germany, Spain, and the UK. It highlights how unions must simultaneously address climate, industrial…
Peer-reviewedJournalMaritime Transport Research2026#Energy TransitionDOI
Shipping decarbonization pathways assessment by solving Tramp Fleet Renewal and Retrofit Problems
Alberto Tamburini, Kjetil Fagerholt, Benjamin Lagemann +1
This paper proposes a methodology to assess shipping decarbonization pathways by formulating and solving tramp fleet renewal and retrofit problems. It derives optimal investment strategies considering vessel age and operational patterns, ou…
Preprint🇺🇸 USA2026#Energy TransitionDOI
Correlated uncertainty propagation enables multi-impact decision support for electrical system decarbonization
Amir M. Gazar, Chloe Jackson, Georgia Mavrommati +2
This paper introduces PHASED, a model that propagates correlated uncertainties in electrical system decarbonization planning. Applied to eight New England pathways, it achieves over 90% confidence in pairwise cost differences despite overla…
Peer-reviewedJournalDiscover Environment2026#Energy TransitionDOI
Assessment of alternative decarbonization processes in pre-fabricated steel production
Sara Harb, Ibrahim S. Abotaleb, Hossam Jacoup +1
This paper assesses alternative decarbonization processes in pre-fabricated steel production, a key hard-to-abate sector. It likely compares hydrogen-based reduction, CCUS, and other low-carbon technologies. The findings can inform transiti…
Peer-reviewedJournalInternational Sustainable Energy Conference - Proceedings2026#Energy TransitionDOI
Industrial Electrification Potential for Decarbonization in Quebec
Soseh Zadoorian, Omar Mostafa, Etienne Bernier +1
This study assesses the electrification potential of 13 energy-intensive industrial sub-sectors in Quebec using a bottom-up analysis of fossil fuel consumption and electro-technology applicability. Low- and medium-temperature processes show…
Peer-reviewedJournalNature Food2026#Climate ScienceDOI
Counting ozone reveals larger gains of decarbonization
Qinan Lu
This study shows that when ozone reduction benefits are counted alongside carbon reductions, the net gains from decarbonization are significantly larger than previously estimated. By quantifying air quality co-benefits, it strengthens the e…
PreprintResearch Square2026#HydrogenDOI
Digital Twin and Machine Learning-Based Diagnostics for PEM Electrolyzer
Diop M, Skorek AW, Moustapha Diop M
This paper proposes a hybrid system combining digital twin and machine learning for real-time anomaly detection in PEM electrolyzers. Using Azure Machine Learning, it predicts current, voltage, and hydrogen flow rate, visualized in a digita…
🌍 GlobalDatasetZenodo2026#HydrogenDOI
Regionalized dataset for historical hydrogen production and use
Campos-Rodríguez, Juan Manuel, Capellán-Pérez, Iñigo, Trapani, Davide +6
This open dataset provides annual hydrogen production by process and sectoral consumption for 36 global regions from 2005 to 2023. It supports energy system models and integrated assessment models (IAMs) in analyzing hydrogen-based transiti…