GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
PreprintCNSustainability2025#Climate FinanceDOI
Research on the Debt Financing Constraints of Steel Enterprises from the Perspective of Environmental Information Disclosure
Hanwei Zhang, Haibin Liu, Xuena Liu
This paper empirically examines the impact of environmental information disclosure on debt financing for Chinese listed steel companies (2014-2023). Findings show that environmental disclosure reduces debt financing costs and improves finan…
Preprint🌍 GlobalSustainability Accounting, Management and Policy Journal2025#Renewable EnergyDOI
Islamic finance for sustainable development in clean technology: dynamic capabilities and natural resource-based view
Dzakiyy Hadiyan Achyar
This study investigates Islamic green financing (IGF) for renewable energy in GCC countries from 2019-2023 using a fixed effects model. It finds that IGF enhances solar-based renewable technologies through energy efficiency and climate poli…
Preprint🌍 GlobalThe Critical Review of Social Sciences Studies2025#Renewable EnergyDOI
Mapping the Nexus of Sustainability, Innovation, and Renewable Energy: A Bibliometric Analysis of Green Technology Research
null Muhammad Adnan Afzal, null Saif Ur Rahman, null Muhammad Toseef Aslam
This bibliometric analysis of 498 green technology articles (2004-2025Q1) reveals a shift from technology-centric to systemic-transition science. China leads in output and citations but is embedded in dense international collaborations. Eco…
PreprintCNGlobal Journal of Emerging Market Economies2025#Carbon AccountingDOI
Advancing Carbon Governance in China: Integrating Internet Finance and Electric Vehicles Through the Ant Forest Model
Yong Hu, Altaf Hussain Pirzado, Yongting Wang
This paper examines China's carbon account system using Ant Forest as a case study, proposing a collaborative model integrating EV manufacturers with internet-based green finance platforms. Based on survey data, it addresses standardization…
PreprintEnergy & Environment2025#Renewable EnergyDOI
The role of democratic governance and patent innovations in advancing sustainable energy transition
Wang Ying, Muhammad Ramzan, Victoria Olushola Olanrewaju +2
This study examines the impact of women in politics, democracy, and patent innovations on renewable energy adoption in the UK from 1997 to 2021 using wavelet-based quantile techniques. Results show that women in politics and patents consist…
Preprint🌍 GlobalPLOS One2025#Climate FinanceDOI
Quantile granger causality between clean energy and tourism stock indices: Evidence from regional markets
Ozge Demirkale, Naime Irem Duran
This study examines predictive relationships between the WilderHill Clean Energy Index and tourism stock indices from the US, Europe, China, and Australia using quantile Granger causality and wavelet coherence on monthly data from 2010-2023…
Preprint🌍 GlobalCase Studies on Transport Policy2025#EV & TransportDOI
Economic feasibility of a sustainable future: Comparative life cycle cost assessment of electric and internal combustion engine vehicles in the Swedish automotive market
Hakan İnal, Emma Karlsson, Oliver Nåfors +2
This study compares the life cycle cost (LCC) of BEV, PHEV, and ICEV in Sweden in 2024. The Tesla Model Y (BEV) has an LCC of 877,736 SEK, the Volkswagen T-Roc (ICEV) the lowest at 635,222 SEK, and the Volvo XC60 (PHEV) the highest at 1,104…
PreprintSustainability2025#ESGDOI
A Machine Learning and Panel Data Analysis of N2O Emissions in an ESG Framework
Carlo Drago, Massimo Arnone, Angelo Leogrande
This paper analyzes N2O emissions from an ESG perspective using econometric and machine learning methods. It identifies forest degradation, energy intensity, and income inequality as key determinants. Developed nations, despite better effic…
PreprintCNClimate Policy2025#Climate RiskDOI
Climate risk shocks and corporate outsourcing
Zhang, Junkang, Fan, Hongmin, Chen, Mo +2
Using a dataset of 4,181 Chinese listed firms (2012-2022), this study finds that climate risk shocks significantly increase corporate labor outsourcing expenditures. The effect is stronger for firms with limited cost-passing capacity and hi…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Renewable EnergyDOI
Life Cycle Assessment for Bioenergy Systems: Methods, Challenges, and Future Directions
bioenergy science
This article comprehensively reviews Life Cycle Assessment (LCA) for bioenergy systems, covering methodologies, challenges, and future directions. It discusses attributional vs. consequential LCA, handling of biogenic carbon and indirect la…
Preprint🌍 Global2025#Climate FinanceDOI
Climate Risk as Financial Risk: Strategic Adaptation in Emerging Markets
Patel, Khushali
This paper comprehensively reviews how climate risks translate into financial vulnerabilities in emerging markets. It analyzes physical, transition, and liability risk mechanisms, and evaluates adaptation measures such as climate disclosure…
PreprintInternational Journal of Professional Business Review2025#Renewable EnergyDOI
ENHANCING THE BANKABILITY OF GREEN ENERGY PROJECTS IN KUWAIT
Mahmudi, Sedat, Dik, Roula
This paper empirically analyzes how conventional economic and financial metrics influence solar energy investment in Kuwait using 13 years of data. A multiple linear regression finds that only LCOE is marginally significant, while other met…
Preprint🌍 GlobalInternational Journal of Environment and Climate Change2025#AI × ESGDOI
Artificial Intelligence-Driven Smart Waste-to-Energy Networks for Climate-Resilient Circular Resource Management in Vulnerable Megacities
F. A. Samiul Islam
This study proposes an AI-driven Smart Waste-to-Energy framework (AI-CIR-WtE) integrating LSTM, NSGA-II, digital twins, and blockchain for Dhaka, Bangladesh. It forecasts waste generation, optimizes routing and energy efficiency, and quanti…
Preprint🌍 Global2025#Energy TransitionDOI
Sustainable Urban Energy Systems in Developing Economies
israeli, johnny
This paper reviews challenges and strategies for building sustainable urban energy systems in developing economies. It identifies barriers such as insufficient infrastructure, limited funding, fossil fuel dependence, policy gaps, and rapid …
Preprint🌍 GlobalResearch Square2026#PolicyDOI
National Innovation Capacity and the Decoupling of Economic Growth from Carbon Emissions Evidence from Dynamic Panel Analysis
Benedict Afful, Kassim Alabani
This study uses dynamic panel analysis to examine how national innovation capacity affects the decoupling of economic growth from carbon emissions. It finds that higher innovation capacity contributes to emission reductions, highlighting th…
Preprint🌍 Global2025#Carbon AccountingDOI
Carbon Accounting Methods for Forests: From IPCC Tiers to Integrated NFMS and Remote Sensing
Horn, Sarun, Tang, Kimsreang, Ngan, Panha
This narrative review synthesizes IPCC Tier 1-3 methods for forest carbon accounting, National Forest Monitoring Systems (NFMS), and integration of remote sensing with field inventories, including machine learning. It highlights trade-offs …
Preprint🌍 GlobalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Framework for Demand Side Sufficiency in Global CO2 Mitigation
Kunal Patil
This paper proposes a framework for demand-side sufficiency—prioritizing absolute reductions in resource and energy consumption through structural and behavioral shifts—as a necessary complement to efficiency gains for meeting the 1.5°C tar…
Preprint🌍 GlobalUrban Science2025#Carbon AccountingDOI
A Blueprint for Data-Driven Climate Action: A Quantified Mitigation Pathway for Chiang Mai Using GHG Accounting and Spatial Analysis
Sate Sampattagul, Phakphum Paluang, Shabbir H. Gheewala +1
This study develops a replicable, data-driven framework for subnational climate action, demonstrated through a case study of Chiang Mai, Thailand. It integrates a comprehensive GHG inventory with spatial analysis to identify location-specif…
PreprintEcological Indicators2025#Carbon AccountingDOI
Monitoring UK saltmarsh restoration using earth observation for national greenhouse gas accounting
Clilverd, Hannah, Williamson, Jennifer, Nickerson, Rachel +2
Saltmarshes are vital for blue carbon storage but have historically emitted CO2 due to drainage and land-use change. This study uses Google Earth Engine to develop a satellite-based model for annual monitoring of saltmarsh vegetation cover …
PreprintCrossref2025#Energy TransitionDOI
Estimation of High-Resolution CO₂ Emissions by Road Segment in South Korea Using Machine Learning Model Analysis and Applications
Myeong-Gyun Kim, Se-Young Kim, Hyo-Jong Song
This study develops a high-resolution road-level CO₂ emissions inventory for South Korea using machine learning (RF, LGBM, XGBoost, DNN) to estimate traffic volumes where observed data are lacking. Models achieved high accuracy (R² up to 0.…