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🌍 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.…
Preprint🌍 GlobalEuropean Journal of Operational Research2025#Renewable EnergyDOI
Valuation of power purchase agreements for corporate renewable energy procurement
Roozbeh Qorbanian, Nils Löhndorf, David Wozabal
This paper proposes a novel approach for valuing corporate renewable power purchase agreements (PPAs) by blending fundamental electricity market models with statistical learning. Using regularized inverse optimization, it estimates marginal…
PreprintConference Proceedings of Third International Conference ETIMA 20252025#Renewable EnergyDOI
LONG-TERM POWER PURCHASE AGREEMENT FOR PHOTOVOLTAIC ENERGY AS A SOLUTION FOR ENHANCING THE PROFITABILITY OF THE TASHMARUNISHTA PUMPED-STORAGE HYDRO POWER PLANT
Sara Aneva, Dragan Minovski, Vasilija Sarac +2
This paper analyzes the potential of a long-term Power Purchase Agreement (PPA) to enhance the profitability of the Tashmarunishta pumped-storage hydro power plant (PSHPP). It models a 20-year agreement for 300 MW PV electricity at 32 €/MWh…
PreprintCNIET Smart Energy Systems2025#Energy TransitionDOI
Outlook on China's New Energy System
Ming Hu, Yujie Tao, Yi Chen +2
This paper reviews China's energy transition progress, identifies five key features of a new energy system (low-carbon structure, diversified supply-demand patterns, intelligent operations, robust green industry, market mechanisms), and use…
PreprintCNADIPEC2025#CCUSDOI
CCUS in Coal-Fired Power Plants: Process Innovation and Practice of CO2 Capture and Catalytic Methanol Synthesis
Luhan Yang, Na Zhao, Yanan Huang +2
This paper reports the engineering design, construction, and pilot operation of a 15,000-ton CO2 capture and 10,000-ton methanol synthesis demonstration plant at Shanghai Waigaoqiao No.3 Power Plant. It integrates an AEEA-based amine absorb…
PreprintJournal of Geo-Energy and Environment2025#Energy TransitionDOI
Uniting Geo-Energy and Environment Science for a Sustainable Future
Hu Li
This editorial introduces the launch of the Journal of Geo-Energy and Environment (JGEE), aiming to bridge geo-energy and environmental science. It covers CCUS, methane mitigation, subsurface energy storage, and the water-energy-land nexus,…