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.
🇪🇺 EuropeDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Border Carbon Adjustment, Trade Margins, and Supplier Selection: Early Evidence from the EU CBAM
Haisai Wang
This paper provides early empirical evidence on how the EU Carbon Border Adjustment Mechanism (CBAM) affects trade margins and supplier selection. Using transaction data, it shows firms avoid high-carbon-cost suppliers, altering trade patte…
Peer-reviewed🇪🇺 EuropeJournalInternational Journal of Chemistry2026#Carbon PricingDOI
Carbon Border Adjustment Mechanism Limitations and their Direction in International Trade in the Fertilizer Industry
Emin Yıldız, Ahmet Ozan Gezerman
This paper examines the limitations of the Carbon Border Adjustment Mechanism (CBAM) and its impact on international trade in the fertilizer industry. It discusses the implications of carbon-based tariffs, the selection of high-emission sec…
Peer-reviewed🇺🇸 USAJournalZenodo (CERN European Organization for Nuclear Research)2026#ESGDOI
Environmental, Social & Governance Performance Research Report Fiscal Year 2023 — Comprehensive ESG Analysis with 26 Data Visualizations (CitiBank)
Krishnashis Das, Subhrakamal Banerjee
This report analyzes Citigroup's FY2023 ESG performance using official reports and third-party ratings, with 26 data visualizations. Key findings include $441 billion in cumulative sustainable finance, 49% reduction in Scope 2 emissions (ex…
Peer-reviewedJournalCorporate Social Responsibility and Environmental Management2026#Supply ChainDOI
Supplier Environmental Assessment in Sustainability Reporting: Evidence From Top <scp>ESG</scp> ‐Performing Brazilian Firms
João Vyctor Brás dos Santos, Tiago F. A. C. Sigahi, Deoclécio Júnior Cardoso da Silva +4
This study evaluates the maturity of supplier-related environmental disclosures in sustainability reports of top ESG-performing Brazilian firms. Using CRITIC weighting and Grey Fixed Weight Clustering on 67 reports, it finds that nearly 60%…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#ESGDOI
ESG-DocQA: A Three-Annotator Validated Dataset for Evidence-Grounded Question Answering over Corporate ESG Reports
Huajian Jiang
ESG-DocQA is a validated benchmark dataset for evidence-grounded question answering over corporate ESG reports. It includes 300 samples, annotation guidelines, and experimental results, focusing on document-image grounding. The dataset is a…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
ESG-DocQA: A Three-Annotator Validated Dataset for Evidence-Grounded Question Answering over Corporate ESG Reports
Huajian Jiang
We present ESG-DocQA, a benchmark dataset for evidence-grounded question answering over corporate ESG reports, with 300 validated samples annotated by three annotators, enabling document-image grounding.
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
THE GLOBAL CHARTER FOR STRATEGIC MINERALS AND CIRCULAR SUPPLY CHAIN SOVEREIGNTY 2025-2050 A VERIFIABLE FRAMEWORK FOR SECURING THE ENERGY DIGITAL AND HEALTH TRANSITIONS IN AN AGE OF GEOPOLITICAL AND CLIMATE VOLATILITY INTEGRATED GLOBAL GOVERNANCE REFERENCE EDITION
mohamed kamal arafa elrakhawi
This paper proposes a global charter for strategic minerals and circular supply chains to secure energy, digital, and health transitions. It offers a verifiable governance framework addressing geopolitical and climate volatility, aiming for…
Peer-reviewed🇪🇺 EuropeJournalWater2026#Energy TransitionDOI
Towards Energy Neutrality in Full-Scale Wastewater Treatment Plants Under the European Directive 3019/2024: What Are the Technical Possibilities?
Matia Mainardis, Tina Kegl
The revision of the European Urban Wastewater Treatment Directive introduces energy neutrality for WWTPs. This paper reviews technical options: enhanced anaerobic digestion for large plants, PV and hydro for medium plants, and hybrid system…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Carbon PricingDOI
Climate Change and Tax Policy in Terms of Climate Justice
Anna Wildowicz-Szumarska, Katarzyna Kocur-Bera
This paper outlines environmental taxation from a climate justice perspective, recommending tax policy changes to combat climate change and facilitate a green transition. A survey confirms that tax burdens must be fairer, targeting the rich…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Science & Technology2026#Climate ScienceDOI
Mitigating Hidden Climate Change Impacts of Timber Cities Critically Depends on Proactive Forest and Waste Management
Alperen Yayla, Augustin Danneaux, Estelle Schurer +5
This study uses dynamic life cycle assessment to compare climate impacts of timber vs. reinforced concrete urban buildings. Timber cities can reduce global temperature by up to 0.023 K by 2100, but poor forest regrowth, landfill gas, and in…
Peer-reviewed🇪🇺 EuropeJournalEnergy Research & Social Science2026#Energy TransitionDOI
The easy way of participating in energy transition — Investigating the purchase intention for plug-in solar devices using an extended theory of consumption values
Katharina Rzepucha-Hlubek
This study investigates purchase intention for plug-in solar devices (PSD) using an extended Theory of Consumption Values. By adding environmental and autarky values, the model explains 64.4% of variance. Functional price, conditional, epis…
Peer-reviewed🌍 GlobalJournalGlobal challenges & regional science.2026#HydrogenDOI
Can hydrogen economy help addressing regional economic inequalities: A regional hydrogen integration framework
Weizhao Huang, Nazmiye Balta-Ozkan
This paper proposes a conceptual framework to analyze the impact of the hydrogen economy on regional economic inequalities. Through a systematic literature review, it identifies three mechanisms (production method, system segment hosted, ge…
Peer-reviewed🌍 GlobalJournalThe International Journal of Marine and Coastal Law2026#CCUSDOI
‘Global Rules and Standards’
Constantinos Yiallourides, Alexander Proelß, Lennart Westmark
This paper examines the environmental regulation of sub-seabed CO2 storage under UNCLOS, focusing on 'global rules and standards', due diligence, EIA, and the precautionary approach. It highlights legal challenges for CCUS deployment and st…
Peer-reviewed🌍 GlobalJournalLogistics2026#Energy TransitionDOI
Integrating Efficiency and Priority in Circular Energy Supply Chains: A DEA-Informed BWM Analysis of Second-Life EV Battery Ecosystems in Emerging Economies
Ilyas Masudin, Dian Palupi Restuputri, Dwi Iryaning Handayani +1
This study integrates BWM and DEA to analyze second-life EV battery ecosystems in emerging economies. Technical (28.4%) and economic (24.9%) barriers are top priorities, and configurations with formal reverse logistics and certification ach…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#PolicyDOI
Integrating Sustainability into Monetary Policy to Address Climate Change—A Critical Literature Review
Aleksandra Nocoń
This paper provides a theoretical analysis of how central banks can integrate climate issues into monetary policy. Based on a systematic literature review, it reveals tensions between risk-based and interventionist approaches, concluding th…
Peer-reviewedJournalWorld Journal of Advanced Engineering Technology and Sciences2026#Renewable EnergyDOI
Leveraging artificial intelligence for optimizing renewable energy systems and enhancing climate sustainability
Abdullahi Umar Nasiru, Binibor Mary-Ann Ekomerenren, Abdul Salam Abdul Fattah +2
This study explores AI applications for optimizing renewable energy systems in Nigeria. Machine learning and predictive analytics improve demand forecasting, grid stability, and maintenance efficiency, reducing carbon emissions. Challenges …
PreprintResearch Portal (Queen's University Belfast)2026#Energy TransitionDOI
Beyond LCOE: Methodological Limitations and a Macroeconomic Framework for Energy Transition Costs
Bibek Bhatta
This paper argues that Levelised Cost of Electricity (LCOE) is unreliable for comparing generation technologies or assessing transition costs, citing inconsistent discount rates, omitted technologies, and fixed carbon price assumptions. It …
Peer-reviewed🇺🇸 USAJournalDigitalCommons - Linfield (Linfield College)2026#Carbon Pricing
Analyzing the Effects of Carbon Markets on Environmental Quality Within a Country
Taila Patterson
This study evaluates the impact of carbon markets on environmental quality using OLS regression. It finds a positive relationship between carbon markets and environmental quality, controlling for carbon taxation, HDI, and petrostatus. Resul…
Peer-reviewed🌍 GlobalJournalAustralian Energy Producers journal.2026#Energy TransitionDOI
A narrative-based framework for energy-transition consultations: insights from Australia’s future gas strategy
Debashish Dev, Katherine Witt
Analyzing 244 submissions to Australia's Future Gas Strategy, this study develops a narrative framework identifying four stakeholder groups with competing assumptions about responsibility, timing, fairness, and legitimacy. It reveals a temp…
Peer-reviewed🌍 GlobalJournalAustralian Energy Producers journal.2026#Energy TransitionDOI
Repurposing geological voids for compressed air energy storage and the need for regulatory review
Xingjin Wang, Peter Cook, Yudong Yuan +1
This paper explores compressed air energy storage (CAES) in geological voids as a long-duration large-scale storage option for Australia's energy transition. Focusing on Queensland, it identifies legislative gaps in petroleum and minerals a…