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.
Peer-reviewed🌍 GlobalJournalCorporate Social Responsibility and Environmental Management2024#ESGDOI
ESG disclosure in G7 countries: Do board cultural diversity and structure policy matter?
Aliani K.
This study examines the impact of board cultural diversity and structural policies on ESG disclosure in G7 countries, suggesting that diverse boards improve ESG reporting quality.
Peer-reviewed🌍 GlobalJournalEnergy Conversion and Management2025#HydrogenDOI
Role of green, yellow, blue, white and gold hydrogen in fuelling the path to net zero and sustainable future- A review
Tasleem S.
This review comprehensively compares green, blue, yellow, white, and gold hydrogen types, analyzing their contributions to achieving net zero and a sustainable future. It overviews production methods, costs, and environmental impacts, empha…
Peer-reviewed🌍 GlobalJournalJournal of economic surveys (Print)2026#BiodiversityDOI
Biodiversity Finance: A Systematic Review and Interpretative Framework for an Emerging Research Frontier
Nicola Del Sarto, Maria Cristina Quirici, L. Gai
This paper provides a bibliometric and interpretative review of biodiversity finance based on 309 peer-reviewed articles (2015–April 2026). It identifies five clusters: natural capital valuation, biodiversity risk and asset pricing, firm-le…
Peer-reviewed🌍 GlobalJournalInternational journal of research and innovation in social science2026#TCFDDOI
Climate Change Reporting Aligned with the TCFD Framework: A Bibliometric Mapping
Nur Syafiqah Hussin, Y. Yusri, Salehah Zafirah Zulkepli +1
This study conducts a bibliometric analysis of climate change reporting aligned with the TCFD framework. Findings show that key authors and institutions are from developed countries, with contributions from India and Malaysia. Keyword shift…
Peer-reviewed🌍 GlobalJournalEnergy Economics2026#Scope 3DOI
Carbon footprint of bank loans and bank lending: Global evidence using Bayesian approach
Duy Khanh Le
This paper uses Bayesian methods to estimate the carbon footprint of bank loans globally, analyzing the link between lending activities and financed emissions. The findings provide quantitative evidence for climate-related financial disclos…
Peer-reviewed🌍 GlobalJournalJournal of Analytical Uncertainty2026#AI × ESGDOI
AI Integrated Neutrosophic MCDM Framework for Promoting Carbon Neutrality through Li-Ion Battery Selection for Electric Vehicles
Nivetha Martin, Rajkumar S, Said Broumi
This study proposes an integrated neutrosophic MCDM framework with AI (random forest, SHAP) for selecting Li-ion batteries for BEVs. Unlike simple weighted sum methods, it applies multiple MCDM techniques to determine criterion weights and …
Peer-reviewed🇨🇳 ChinaJournalMathematics2026#Carbon PricingDOI
Strategic Choices of Carbon Trading Modes for Competing Manufacturers Under the Cap-and-Trade Policy
Xuemei Zhang, Qiang Hu, Xiao Jiang +1
This study develops a duopolistic game model under cap-and-trade policy, analyzing competing manufacturers' choice between external carbon market trading and internal trading agreements. It finds conditions for Pareto improvement in profits…
Peer-reviewed🌍 GlobalJournalInternational Journal of Business and Economic Studies2026#Renewable EnergyDOI
Technological innovation and energy transition in G7 economies: Country-specific evidence from quantile and wavelet approaches
Ayşegül ÖZKAN
This study examines the impact of technological innovation (proxied by patent applications) on renewable energy consumption in G7 countries using annual data from 1985-2021. Employing Modified Cross Quantile Regression, Quantile-on-Quantile…
Peer-reviewed🇺🇸 USAJournalAustralian Energy Producers journal.2026#Energy TransitionDOI
Session 21. Oral Presentation for: The geostrategic value of Australian LNG
Kaushal Ramesh
This paper evaluates the geostrategic value of Australian LNG exports to Japan, South Korea, and Taiwan, emphasizing energy security from a like-minded regime without chokepoints. It forecasts a supply deficit of over 74 million tonnes by 2…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Replication Data for: Joint Markov Dynamics of CO₂ Emissions and Renewable Energy
Anastasia Kurilova
This dataset contains replication materials for a study analyzing the joint Markov dynamics of CO₂ emissions and renewable energy across 107 countries from 1991 to 2020. Compiled from public international sources (primarily World Bank), it …
Preprint🇺🇸 USACrossref2026#Disclosure InfrastructureDOI
Disclosure by Design: ESG Communication Gaps, Firm Valuation, and the Limits of Mandatory Harmonization
Pieter de Jong, Inga Timmerman, Alona Bilokha
This paper introduces the ESG communication gap: a within-firm measure of divergence in ESG risk disclosure between mandatory (10-K) and voluntary (earnings calls) venues. Analyzing 1,396 U.S. firms from 2006-2024, it finds the gap is perva…
Preprint🇪🇺 EuropeCrossref2026#AI × ESGDOI
Tone in Climate Disclosures under CSRD/ESRS: Evidence from the Oslo Stock Exchange
Ellen Kulset, Charlotte Haugland Sundkvist, Tonny Stenheim
This study uses dictionary-based tone analysis to examine climate disclosures under the mandatory CSRD/ESRS framework. Analyzing firms listed on the Oslo Stock Exchange, it finds that disclosures are generally not neutral: firms use more po…
Preprint🌍 GlobalAlgora2025#AI × ESGDOI
Operationalizing ESG-as-Code: Automating ESG Compliance and Regulatory Reporting Pipelines Using Containerized AI Workflows on Kubernetes–OpenStack Infrastructure.
Isaiah Oluwasegun Owolabi
This paper presents an ESG-as-Code framework that translates ESG regulatory texts (CSRD, SDR, SEC) into machine-executable compliance logic. It demonstrates how containerized AI workflows on Kubernetes-OpenStack enable automated, auditable,…
Preprint🇺🇸 USA2025#Scope 3DOI
Measurement-informed life cycle analysis of greenhouse gas emissions from global liquefied natural gas and plastic supply chains
Zhu, Yuanrui
This dissertation builds measurement-informed geospatial LCA models for U.S. LNG and plastic supply chains. Results show significant methane underreporting and regional variation; CO₂ dominates at liquefaction sites (>95% of GHG using 100-y…
Preprint🌍 Global2026#Transition FinanceDOI
Essays in sustainable finance and international investment
Garga, Audu Ali
This thesis empirically examines how climate finance (adaptation and mitigation) and firm-level ESG performance affect foreign direct investment (FDI). Adaptation finance boosts aggregate FDI inflows to emerging economies, while mitigation …
Preprint🇪🇺 Europe2026#HydrogenDOI
Economic Perspectives on the Decarbonization of Hard-to-Abate Sectors: Potentials and Implications along Green Hydrogen Supply Chains
Müller, Tobias Wolfgang
This thesis analyzes the macroeconomic implications of green hydrogen for hard-to-abate sectors like steel and aviation. Using input-output tables, social accounting matrices, and CGE models, it quantifies employment, intersectoral linkages…
Preprint🇪🇺 EuropeCrossref2026#Carbon PricingDOI
Assessing the Global Impact of EU Carbon Pricing: Economic and Climate Spillovers1
Elias Hasler
This paper examines the global economic and climate spillovers from the EU ETS using high-frequency carbon policy surprises. Higher EU carbon prices reduce emissions both within and outside the Euro Area, with no aggregate carbon leakage. T…
Preprint🌍 GlobalCrossref2026#AI × ESGDOI
AI-Driven Corporate Climate Risk Decision Systems for Global Enterprises: The CADS Architecture, Evidence, Governance, and Research Agenda
Abhinav Mahajan
This paper frames corporate climate risk as a multi-domain decision problem and proposes the Climate AI Decision System (CADS) architecture that integrates AI for evidence-based management. It synthesizes literature on climate finance, ML f…
PreprintCNCrossref2026#Energy TransitionDOI
Selective versus Comprehensive Emission Reduction: \\ Firm-Level Evidence from the Low-Carbon City Pilots in China
Ruiyi Cao, Minggao Xue, Xinyu Hao +3
This study uses China's Low-Carbon City policy as a quasi-natural experiment to analyze firm-level emission reduction responses. Industrial firms selectively reduce electricity consumption (Scope 2) while maintaining Scope 1 fossil fuel use…
Preprint🌍 GlobalQuality & Quantity2026#Scope 3DOI
Relationship between carbon emissions and financial performance: fixed-effects panel model focused on sectoral and regulatory heterogeneity
WendyAnzules Falcones, Wendy, Martín Castilla, Juan Ignacio, Tulcanaza Prieto, Ana Belén
This study analyzes the impact of Scope 1, 2, and 3 emissions on corporate profit margins using a fixed-effects panel model on 250 global firms (2020-2023). It finds a significant negative association, especially in chemical and utilities s…