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.
DatasetZenodo2026#Scope 3DOI
Australian Spend-Based Emission Factors (Aus-EFs) for AASB S2, ASRS and GHG Protocol Scope 3 Reporting
Wood, Richard
Aus-EFs is an Australian spend-based emission factor dataset covering Scope 1, 2 and upstream Scope 3 emissions (kt CO2e per million AUD) for 115 ABS input-output industries, FY2018-19 to FY2025-26. Built via environmentally-extended MRIO a…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Replication package for "The missing digital decarbonisation dividend: Enterprise digital adoption and greenhouse-gas intensity in European manufacturing"
Raszka, Lukáš, Grycz, Ondřej, Vilamová, Šárka
Replication package for a study linking enterprise digital adoption (Digital Intensity Index, cloud, AI use, ICT specialists) to greenhouse-gas intensity in European manufacturing. It matches Eurostat emission accounts and value added acros…
PreprintZenodo2026#Energy EfficiencyDOI
HeatPumpLab
Walmsley, Timothy Gordon
HeatPumpLab provides Python models of high-temperature heat pump cycles for industrial process heat, including recuperative, cascade, MVR, sCO2 Brayton and steam-generating configurations. It uses CoolProp or REFPROP fluid properties and of…
Peer-reviewedJournalJournal of Innovative and Creativity (Joecy)2026#ESGDOI
Disclosure of CSR and ESG Information in Sustainability Accounting Reporting of Public Companies in Indonesia: A Literature Review
C. D. Nainggolan, Linda Lidyawati, Agus Sriyanto +2
A literature review of CSR/ESG disclosure research on Indonesian public companies over the past decade. Legitimacy, stakeholder, and agency theories dominate, with content analysis plus regression/panel methods prevailing. Findings link dis…
Peer-reviewedJournalEconomics & business journal :2026#ESGDOI
ESG Disclosure, Green Investment, Sustainability Reporting Quality, and Firm Value: The Moderating Role of Firm Size in Indonesian Energy Companies
Windi Craudia, Heni Safitri, Dedi Hariyanto
Using 65 firm-year observations from Indonesian-listed energy companies in 2024, this study tests how ESG disclosure, green investment, and sustainability reporting quality affect firm value, with firm size as moderator. ESG disclosure alon…
Peer-reviewedJournalInternational Journal of Business and Economic Sciences Applied Research2026#Climate ScienceDOI
The Carbon Price of Growth: Assessing Sectoral Contributions to the Environmental Kuznets Curve Hypothesis in Cameroon
Prisca Koncy Fosso, Cyrille Bergaly Kamdem, Marcel Dama Dié
This study tests the Environmental Kuznets Curve in Cameroon using ARDL bounds testing, disaggregating GDP by primary, secondary and tertiary sectors. Aggregate GDP confirms the EKC, but sectoral analysis reveals a U-shaped relationship for…
Peer-reviewedJournalJurnal Institutions and Economies2026#Carbon PricingDOI
Examining the Relationship between CO2 Emissions and Economic Efficiency in Malaysia: A Longitudinal Analysis
N. Ismail, M. Z. Abd Karim, Mukhriz Izraf Azman Aziz +2
Using ARDL cointegration on Malaysian data (1970-2018), this study examines how CO2 emissions affect economic efficiency. It finds a positive short-run but negative long-run relationship, and uses green total factor productivity (GTFP) as a…
Peer-reviewedCNJournalStatistics and Application2026#Carbon PricingDOI
Price Forecasting of Guangzhou Carbon Emission Trading Based on a Hybrid Factor Decomposition and ARIMA Model
星皓 王
This study proposes a hybrid factor-decomposition and ARIMA approach to forecast carbon prices in Guangzhou's emissions trading market. Without an abstract, details are limited, but it likely contributes to understanding price dynamics in C…
Peer-reviewedJournalScientific Reports2026#HydrogenDOI
Low-level hydrogen co-firing in turkish thermal power plants: thermodynamic, environmental, and economic impacts
Zeliha Kırılmış Öztürkten, I. Alagoz, S. Mert +1
First assessment of low-level hydrogen co-firing (1–10%) in both Turkey's NGCC and lignite plants under its 2053 net-zero framework. At 5% blending, CO2 falls 13.6% (NGCC) and 32.5% (lignite), with SOx/PM down ~32%; NOx rises ~6 ppm per 1% …
Peer-reviewedJournalInternational Journal of Applied Research and Innovation2026#Scope 3DOI
Sustainability Disclosure Maturity in Indonesian Banking: A Comparative Content Analysis
Anggun Wida Prawira, Hasan Ahmad, Kinza Kanwal
Comparative content analysis of 2024 sustainability disclosures from four major Indonesian banks (BCA, BRI, Mandiri, BNI), coding regulatory alignment, international standards, climate-risk architecture, financed-emissions methodology, port…
Peer-reviewedJournalFrontiers in Marine Science2026#Energy TransitionDOI
Technological opportunity identification for green marine fuels: a BERTopic-based patent mining study
Zhu-Hao Li, Guang-Nian Xiao, S. A. Biancardo +2
Using BERTopic semantic mining of 4,471 Derwent patent families (2000–2025) plus 955 Web of Science publications, this study maps innovation clusters across five green marine fuels: hydrogen, ammonia, LNG, methanol, and biofuels. Hydrogen s…
Peer-reviewedJournalEconomics and Public Policy2026#SBT/SBTiDOI
Cheap Promises : Why Corporate Climate Commitments Fail, and Whether Green Bonds Can Help
Zi-Teng Zhang
An incomplete-information model explains why firms withdraw from climate commitments: the equilibrium removal rate equals c/(R+P), where c is verification strictness and R, P are reputational and financial penalties. Using SBTi data on 15,3…
Peer-reviewedJournalReslaj : Religion Education Social Laa Roiba Journal2026#TCFDDOI
Disparities in Climate Scenario Reporting: An Analysis of Developed and Developing Economies
Yusuf Pekik Buana, Dirgahayu Almi Mahati, Iman Harymawan
This study compares the quality of climate scenario analysis disclosures between developed and developing economy firms using TCFD-listed company data from 2020-2023. Developed-country firms disclose more comprehensive and transparent trans…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Sustainable Food Systems2026#Carbon PricingDOI
Estimation of agricultural carbon abatement costs using a marginal-productivity-based production-input model: evidence from Fujian Province, China
Jie Ye, Renshan Xie, Qiao Quan +4
Using a translog production function with ridge regression and SFA robustness checks, this study estimates the shadow price of agricultural carbon emissions across nine Fujian cities (2010–2023). Shadow prices rise steadily, indicating grow…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Spatial Differentiation of Carbon Mitigation Potential and Economic Viability of Corn-Straw-Based SAF Production in China Through a Synergy Framework
Mao Mu, Leyou Wang, Yamin Hu +2
This study uses lifecycle assessment to evaluate carbon mitigation and economic feasibility of corn-straw-based SAF in China across APR, HTL, and gasification-FT pathways. HTL shows the highest mitigation efficiency (61.4%) and is optimal; …
Peer-reviewed🇨🇳 ChinaJournalnpj Climate and Atmospheric Science2026#Climate ScienceDOI
Monsoon-driven dry-wet seasonal contrast reveals mitigation opportunity for methane emissions in South Asia
Juan Li, Zichong Chen, Yuzhong Zhang +8
Using TROPOMI-constrained inversions, this study separately quantifies dry- and wet-season methane emissions over South Asia (2019–2024). Anthropogenic sources dominate at 77.2%, led by livestock, rice, and waste. Wet-season emissions are n…
Peer-reviewed🇨🇳 ChinaJournalJournal of Innovation & Knowledge2026#EV & TransportDOI
Lost in transition? Interpreting crucial enablers of sustainability transition in innovation ecosystems: Insights from the new energy vehicle sector
Yanlin Li, Y.P. Tsang, C.H. Wu +2
This study examines 16 enablers of sustainability transition in China's new energy vehicle innovation ecosystem through a complex adaptive systems lens. Using fuzzy Delphi and ISM-MICMAC analysis, it maps the hierarchical and interdependent…
Peer-reviewed🇨🇳 ChinaJournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
Energy transition and carbon mitigation pathways for tobacco curing in Yunnan Province, China: A LEAP-based scenario analysis
Zhili Xiang, JieLin Zhu, Nan Shi +6
A LEAP-based scenario analysis of energy transition and carbon mitigation pathways for tobacco curing in Yunnan, China. It examines decarbonization options and policy implications for a region-specific agricultural processing sector.
Peer-reviewedJournalInternational Journal of Business and Management (IJBM)2026#ESGDOI
Audit quality, ESG disclosure and firm performance: Evidence from nonfinancial listed companies in Vietnam
Pham Lan Nhi, Dinh The Hung, Thao Phuong Nguyen +3
Panel analysis of Vietnamese nonfinancial listed firms (2020-2024) linking audit quality and ESG disclosure (S&P Global scores) to ROA, ROE and Tobin's Q. Under fixed effects, an unqualified audit opinion is positively associated with ROE a…
Peer-reviewed🇪🇺 EuropeJournalCorporate Social Responsibility and Environmental Management2026#ESGDOI
ESG Performance, Disclosure and Environmental Intensity: Implications for Profitability in Emerging Market Energy Companies
María Encina Morales de Vega, María Carmen García Centeno, Susana González-Pérez
Using a 2015–2024 panel of 95 listed energy firms in emerging markets, this study applies dynamic panel models to link ESG performance, environmental intensity, greenwashing and profitability. ESG performance is positively associated with p…