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🌍 GlobalResearch Square2026#HydrogenDOI
Multi-model assessment of global hydrogen trade under Paris-aligned scenarios
Fakhreddine J, Joshi S, Cassamassima L +3
Two global energy system models (TIAM-UCL, MESSAGEix) are compared under harmonised Paris-aligned scenarios to assess hydrogen trade. Both project a more distributed, regionally integrated market than today's centralised fossil fuel trade: …
🌍 GlobalDatasetZenodo2026#HydrogenDOI
Opportunity losses of green hydrogen production globally, benchmarked against the global green hydrogen project pipeline
Hatton, Luke, Oluleye, Gbemi, Staffell, Iain +3
This study quantifies the opportunity loss (tCO2/MWh) of diverting renewable electricity to green hydrogen using a global geospatial model, comparing hydrogen end-uses against direct electrification, EVs, and heat pumps. Results are benchma…
CNDatasetZenodo2026#Energy TransitionDOI
Code and processed data for "From pollution haven to decarbonisation supplier: China's export reversal"
Chen, Yang
This repository releases the analysis code, processed data and figures for a study showing China's shift from pollution haven to decarbonisation-technology supplier. It covers GLORIA v060 MR-SUT embodied-emission accounting (1990-2024), MEI…
🌍 GlobalReportClean Hydrogen Economy and Saudi Arabia Domestic Developments and International Opportunities2024#HydrogenDOI
Saudi Arabia and the hydrogen economy: Blue and green hydrogen value chain
Schoonover M.
A study of Saudi Arabia's blue and green hydrogen value chains, examining how a hydrocarbon exporter could pivot toward hydrogen. It maps supply infrastructure, production pathways and policy conditions, offering lessons for import-dependen…
Peer-reviewed🇪🇺 EuropeJournalResearch Policy2015#Carbon PricingDOI
Linking emission trading to environmental innovation: Evidence from the Italian manufacturing industry
Borghesi S.
An empirical study examining whether participation in the EU Emissions Trading System spurs environmental innovation in Italian manufacturing. It assesses how carbon price signals translate into firms' technological upgrading and decarboniz…
Peer-reviewed🇪🇺 EuropeJournalJournal of Industrial Ecology2024#Carbon PricingDOI
Effects of European emissions trading on the transformation of primary steelmaking: Assessment of economic and climate impacts in a case study from Germany
Graupner Y.
A German case study assessing how the EU Emissions Trading System shapes the economic and climate impacts of transforming primary steelmaking. It examines how carbon pricing affects the viability and emissions outcomes of shifting steel pro…
Peer-reviewedCNJournalContemporary Social Sciences2026#Disclosure InfrastructureDOI
Mandatory ESG Disclosure and Corporate Financial Performance: A Difference-in-Differences Analysis of Firms Listed in Hong Kong and Shenzhen
Shiyu R.
This study uses a difference-in-differences design to estimate the causal effect of mandatory ESG disclosure on corporate financial performance among firms listed in Hong Kong and Shenzhen. Treating disclosure mandates as a quasi-natural ex…
Peer-reviewed🇪🇺 EuropeJournalBusiness Strategy and the Environment2026#Climate FinanceDOI
Greenhouse Gas Emissions and Cost of Debt: Evidence From European Firms Under Mandatory and Voluntary Disclosure
Cicchini D.
An empirical study examining the link between GHG emissions and firms' cost of debt across European firms, distinguishing mandatory from voluntary disclosure regimes. It tests whether higher emitters face higher borrowing costs and how disc…
Peer-reviewed🇨🇳 ChinaJournalApplied Energy2026#Carbon PricingDOI
From border carbon penalties to domestic action: can domestic carbon pricing provide a fairer solution to carbon leakage?
Rui Tang, Dingyao Yu, Chunjia Han +2
Using a recursively updated multi-regional CGE model (GTAP-E) with input-output derived trade shocks, this study compares unilateral border carbon adjustments, coordinated domestic pricing, and cost-equity differentiated pricing. Border-onl…
🇪🇺 EuropeJournalSkemman2026#Carbon Accounting
Integrating direct air carbon capture and storage into carbon markets: Governance, accounting and certification under Article 6 of the Paris Agreement and the EU ETS
Hannah Siewert 1994-
This qualitative study examines how durable DACCS removals can be integrated into Article 6 of the Paris Agreement and the EU compliance architecture through certification, accounting and governance. Based on literature review and nine expe…
CNDatasetMendeley Data2026#Disclosure InfrastructureDOI
Talk, not numbers: entering China's emissions trading system and the carbon content of annual reports
Qing Chen
This study examines how entering China's national emissions trading system affects two margins of corporate carbon reporting: broad carbon-related disclosure and itemized allowance quantities required in annual report notes since 2020. Usin…
Peer-reviewed🌍 GlobalJournalCorporate Social Responsibility and Environmental Management2026#TCFDDOI
Measuring Climate Disclosure Credibility: Symbolic Versus Substantive Reporting Under TCFD in G7 Economies
Santi Gopal Maji, Rituraj Boruah
This study develops a TCFD-aligned measure classifying disclosed information as symbolic or substantive based on specificity, quantification, and firm-specific content, using hand-collected data from G7 firms over 2019–2023. Firm size and p…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Cost-Effectiveness Analysis of Germany's Compensation Scheme for Coal Plant Closures in Reducing Carbon Emissions
Lourenco Wang
This paper evaluates Germany's reverse-auction compensation scheme for coal plant closures (2020-2022). About 9,974 MW was retired for roughly €700 million, implying a first-year abatement cost of ~€18/tCO2 versus an average EU ETS price of…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
stochastic-cbam-engine: A Stochastic Framework for Carbon Border Adjustment Mechanism Exposure Analysis
Selahattin İlhan
An open-source, dependency-free R engine that quantifies exporters' exposure to the EU CBAM as a probability distribution rather than a point estimate. It models firm-level technology heterogeneity and correlated stochastic processes for EU…
🇪🇺 EuropeDatasetZenodo2026#Climate FinanceDOI
Scripts and data for "The impact of financing cost differences on global energy and industry decarbonization"
Waidelich, Paul, Crassier, Constance, de Boer, Harmen Sytze +3
This replication package supports Waidelich et al. (2026, Nature Climate Change) on how financing cost differences affect global energy and industry decarbonization. It provides country- and sector-level after-tax nominal WACC estimates, pa…
Peer-reviewed🇪🇺 EuropeJournalJournal of Energy and Natural Resources Law2025#HydrogenDOI
Importing US-produced hydrogen and its derivatives into the EU–examples of unnecessary complications, barriers and distinctions
Talus K.
This work examines the regulatory complications, barriers, and distinctions that arise when importing US-produced hydrogen and its derivatives into the EU. It likely highlights how mismatches between EU renewable-hydrogen definitions and ce…
Peer-reviewed🇪🇺 EuropeConferenceCommunications in Computer and Information Science2015#Carbon PricingDOI
Emissions trading scheme: Evidence from the european union countries
Papageorgiou A.
An empirical study on the EU Emissions Trading Scheme across EU member states. Without an abstract, specifics are unclear, but it likely examines how carbon pricing affects emissions and industrial competitiveness. Useful reference for carb…
Peer-reviewed🇪🇺 EuropeJournalGlobal Environmental Politics2017#Carbon PricingDOI
Ratcheting up carbon trade: The politics of reforming EU emissions trading
Jevnaker T.
A political-economy analysis of reforms to the EU Emissions Trading System, examining how carbon prices are ratcheted up through policy negotiation. It speaks to how the world's largest carbon market reshapes incentives for decarbonization …
Peer-reviewed🇪🇺 EuropeJournalJournal of World Trade2022#Carbon PricingDOI
Export Rebates and the EU Carbon Border Adjustment Mechanism: WTO Law and Environmental Objections
Claudia Leonelli G.
This paper examines export rebates in relation to the EU's Carbon Border Adjustment Mechanism (CBAM) through the lens of WTO law. It analyzes whether such rebates can be justified under international trade rules and how they interact with e…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Scope 3DOI
Decarbonization Roadmap: Prioritized Mitigation Hierarchy in the Paint and Coating Industry
(著者不明)
Using operational data from 14 coating manufacturing sites and an audited baseline facility (35,640 t/yr), this study applies lifecycle GHG accounting, finding upstream raw materials (Category 4) dominate at 89.48% of the 192,834 tCO2e foot…