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-reviewedJournalPlos Climate2023#AI × ESGDOI
Scope 3 emissions: Data quality and machine learning prediction accuracy
Nguyen Q.
This paper analyzes how data quality of Scope 3 emissions affects the prediction accuracy of machine learning models. It evaluates the impact of data variability on model performance, highlighting the potential and limitations of ML for cor…
Peer-reviewed🌍 GlobalJournalApplied Fruit Science2025#Energy EfficiencyDOI
Determining the Energy Use and Greenhouse Gas Emissions of Kumquat (Fortunella spp.) Production in Türkiye
Özbek O.
This study assesses energy consumption and greenhouse gas emissions in kumquat production in Türkiye, quantifying environmental burdens per production stage and offering insights for sustainable agricultural practices.
Peer-reviewedJournalEnergies2021#Energy EfficiencyDOI
Taxonomy, saving potentials and key performance indicators for energy end‐use and greenhouse gas emissions in the aluminium industry and aluminium casting foundries
Haraldsson J.
This paper provides a taxonomy of energy end-use and GHG emissions in the aluminium industry and casting foundries, along with saving potentials and key performance indicators (KPIs). It offers a practical framework for decarbonizing an ene…
Peer-reviewedJournalSustainability Switzerland2018#Energy TransitionDOI
Issues concerning declared energy consumption and greenhouse gas emissions of FAME biofuels
Ližbetin J.
This paper examines issues in declared energy consumption and greenhouse gas emissions of FAME biofuels. It highlights uncertainties and methodological challenges in life-cycle assessment, emphasizing the need for accurate emissions account…
Peer-reviewed🌍 GlobalJournalSustainability Switzerland2024#PolicyDOI
The Determinants of Greenhouse Gas Emissions: Empirical Evidence from Canadian Provinces
Haider A.
This paper empirically analyzes the determinants of greenhouse gas emissions using Canadian provincial data. It quantifies the impacts of economic activity, energy structure, and policy factors on emissions, offering insights for effective …
Peer-reviewedJournalSustainability Switzerland2021#Energy TransitionDOI
The road to net zero: A case study of innovative technologies and policy changes used at a medium-sized university to achieve Czero by 2030
O’Flynn C.
This case study examines innovative technologies and policy changes adopted by a medium-sized university to achieve net zero (Czero) by 2030. It offers practical insights into campus decarbonization and potential applicability to other orga…
Peer-reviewedJournalSustainability Switzerland2023#Energy TransitionDOI
Perspectives on Taiwan’s Pathway to Net-Zero Emissions
Chen P.H.
This paper provides perspectives on Taiwan's pathway to net-zero emissions, likely discussing renewable energy deployment and policy frameworks. Specific findings are unclear due to lack of abstract, but it focuses on policy and technologic…
Peer-reviewedJournalSustainability Switzerland2023#OtherDOI
Seizing Momentum on Climate Action: Nexus between Net-Zero Commitment Concern, Destination Competitiveness, Influencer Marketing, and Regenerative Tourism Intention
Zaman U.
This paper examines how consumer concern about net-zero commitments interacts with destination competitiveness and influencer marketing to shape regenerative tourism intentions. It explores the link between climate action and tourism behavi…
Peer-reviewedJournalAnnals of "Constantin Brâncuși" University of Târgu Jiu - Economy Series2026#Climate FinanceDOI
GREEN INVESTMENTS, ENERGY TRANSITION, AND FINANCIAL MARKETS: A BIBLIOMETRIC REVIEW OF THE 2021–2025 LITERATURE
DENISA-MARIA Marin, I. Croitoru, Andreea Barbu +4
This study provides a bibliometric review of literature on green investments, energy transition, and financial markets from 2021-2025. Analyzing 154 documents from Web of Science with VOSviewer, it identifies three thematic clusters: green …
Peer-reviewed🌍 GlobalJournalEuropean Conference on Knowledge Management2026#OtherDOI
Seeds in Concrete: How Women Leaders Drive Organizational Change in the Climate Transition
Tamara Menichini, S. R. Miccoli, Nicoletta Maria Strollo
The low-carbon transition requires both technological and organizational capabilities, with leadership playing a key role. Analyzing interviews with 12 senior women managers in climate and sustainability, this study shows how they navigate …
Peer-reviewedCNJournalSustainability2026#Supply ChainDOI
The Impact of Green Supply Chain Pressures on Corporate Sustainability: The Role of Resource-Intensive Pathways and Financial Constraints
Qiyuan Fan, Jiajun Liu, Wenwen Yu
This paper examines how green supply chain pressure from key customers affects firm productivity using Chinese A-share listed firms from 2014-2024. It constructs a text-based index from MD&A disclosures and finds that pressure boosts produc…
Conference2026 International Conference on Sustainable Engineering and Technology Innovations (ICSETI)2026#AI × ESGDOI
Green Finance Decision Support System: ML and XAI-based Loan Assessment for Renewable Energy and Smart Infrastructure
R.Kaladevi, V.Umarani, V. N +1
This study builds an ML and explainable AI system to assess green loan eligibility. Using synthetic data, multiple models were evaluated, with Gradient Boosting achieving high accuracy. SHAP analysis identified credit score and energy effic…
Peer-reviewedJournalActual Problems of Economics2026#OtherDOI
FACTORS OF ENSURING CORPORATE DEVELOPMENT IN AGRICULTURAL ENTERPRISES
V. Alkema
This paper systematically categorizes internal and external factors ensuring corporate development in agricultural enterprises amid market instability, digital transformation, climate challenges, military risks, and sustainability demands. …
Peer-reviewedCNJournalSustainability2026#AI × ESGDOI
Green Manufacturing and the Co-Evolution of Corporate Digitalization and Greening Transformation Systems: Evidence from China’s Green Factory Certification
Huilu Jiang, He-Liang Zhu, Zichen Xu +1
This paper examines the impact of China's green factory certification on corporate digital-green collaborative transformation using panel data of A-share listed firms from 2012-2022 and a multi-period DID model. Certification significantly …
Peer-reviewedJournalSocio-Economic Problems of the Modern Period of Ukraine2026#ESGDOI
Resilience of the corporate governance system in agroholdings amidst the transformation of logistics chains
Volodymyr A. Kolodiychuk, Mykhaylo B. Kurtyak
This theoretical paper examines how CSR enhances the resilience of corporate governance in Ukrainian agroholdings under wartime logistics disruptions. It identifies four channels: human capital, stakeholder engagement, ESG practices, and re…
Peer-reviewedCNJournalSustainability2026#ESGDOI
The Impact of Corporate Safety Investment on Total Factor Productivity: Evidence from High-Risk Industries in China
Yuyao Zhao, Yating Zeng, Wen-Dai Lv
Using panel data from Chinese A-share listed firms in high-risk industries (2012-2024), this study shows that safety investment significantly improves total factor productivity (TFP). The effect operates through strengthening organizational…
Peer-reviewedCNJournalBusiness Ethics, the Environment & Responsibility2026#ESGDOI
Escape From the Competition: How Fair Competition Policy Influences Corporate
ESG
Behavior
Zhen Wang
This study empirically examines how China's Fair Competition Review System (FCRS) drives corporate ESG behavior within a new institutional economics framework. FCRS reduces administrative monopolies, enhancing market mechanisms, and signifi…
Peer-reviewedCNJournalHighlights in Business, Economics and Management2026#ESGDOI
Study on the Impact of ESG Rating Discrepancies on the Sustainability of Corporate Green Innovation
Yucheng Li
Using Chinese A-share firms (2015-2022), this study finds that ESG rating discrepancies undermine the persistence of corporate green innovation. The effect operates through financing constraints and heightened business risk, and is stronger…
Peer-reviewedCNJournalEnvironment, Social and Governance2026#ESGDOI
The Impact of Corporate ESG Performance on Corporate Tax Avoidance
Zixi Xu
This study empirically shows that firms with better ESG performance engage in significantly less tax avoidance. The mechanism is that strong ESG performance eases financing constraints, reducing the need for tax avoidance. The effect is str…
Peer-reviewedCNJournalSustainability2026#GreenwashingDOI
The Contagion Effect of Greenwashing in Interlocking Directorate Networks: The Moderating Role of Financing Constraints and Implications for Corporate Sustainability
Duan Wang, Yang Zhou, Byungjun Yu
Using Chinese manufacturing panel data, this study finds greenwashing contagion through interlocking directorates, moderated by financing constraints. Firms with fewer constraints are more susceptible, especially in marketized regions and h…