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-reviewedCNJournalFrontiers in Marine Science2026#agricultureDOI
Effects of water-saving irrigation on greenhouse gas emissions: a meta-analysis of multi-factor mechanisms across Chinese coastal and inland regions
Zhitong Ma, Xueyang Sun, Hanghang Zhao +3
A meta-analysis of 76 field studies across China examines how water-saving irrigation (deficit, alternate, intermittent) affects CH4, N2O, and CO2 emissions. Results show a trade-off: CH4 reduction but N2O promotion, with regional and soil …
Peer-reviewed🌍 GlobalJournalJournal of Cleaner Production2024#HydrogenDOI
An exemplary subsidization path for the green hydrogen economy uptake: Rollout policies in the United States and the European Union
Gatto A.
This paper compares subsidization policies for green hydrogen uptake in the US and EU, analyzing policy design and effectiveness. It offers insights for policymakers and industry to accelerate the hydrogen economy transition.
Peer-reviewed🌍 GlobalJournalApplied Energy2025#Climate FinanceDOI
Efficiency of green bond, clean energy, oil price, and geopolitical risk on sectoral decarbonization: Evidence from the globe by daily data and marginal effect analysis
Kartal M.T.
This paper empirically examines the impact of green bonds, clean energy stocks, oil prices, and geopolitical risk on sectoral decarbonization (carbon emission reductions) using daily data and marginal effect analysis on a global scale. It r…
Peer-reviewed🌍 GlobalJournalOxford Review of Economic Policy2023#Carbon PricingDOI
Five myths about carbon pricing
Metcalf G.E.
An opinion piece debunking five common myths about carbon pricing, using economic reasoning and real-world examples to defend the effectiveness of carbon taxes and emissions trading. Aimed at policymakers and practitioners.
Peer-reviewedCNJournalSustainability Switzerland2026#AI × ESGDOI
Greenwashing Identification and Multidimensional Driving Mechanism of Heavily Polluting Enterprises Based on Interpretable Machine Learning
Ma Y.
This study uses interpretable machine learning to identify greenwashing in heavily polluting enterprises and uncover its multidimensional driving mechanisms. By analyzing corporate ESG disclosures and behavioral data, it builds a model that…
Peer-reviewed🇺🇸 USAJournalMathematics2026#AI × ESGDOI
Graph-X: Graph-Structured Deep Learning for Price Forecasting and Risk-Aware Virtual Power Plant Market Participation
Usama Aslam, Vikram Kumar, Muhammad Ahsan Niazi +1
This paper proposes Graph-X, a unified graph-structured deep learning and stochastic optimization framework for day-ahead electricity price forecasting and risk-aware VPP bidding. It models market-clearing behavior by converting bids into p…
Peer-reviewedCNJournalE3S Web of Conferences2026#ESGDOI
Environmental Dimension in ESG: Impact on Corporate Governance Risk
Yuhao Gu, Han Lai
Using Chinese A-share non-financial firms (2018-2023), this study empirically shows that ESG performance, especially the environmental pillar, curbs corporate governance risk (irregularities, analyst forecast errors). High-quality disclosur…
Peer-reviewedCNJournalE3S Web of Conferences2026#AI × ESGDOI
FinTech-Driven Green Finance for Environmental Sustainability
Yuhao Gu, Han Lai
This paper explores how FinTech (blockchain, AI, big data) enhances green finance efficiency through environmental transparency, risk mitigation, and green innovation. Empirical results show blockchain improves disclosure authenticity, AI r…
Peer-reviewed🌍 GlobalJournalDiscover Sustainability2026#Energy TransitionDOI
The impact of renewable energy, banking credit, and industrial robots on environmental sustainability in the top five robot installing countries
Thanh Phuc Nguyen, Trang Thi Kieu Duong, Thi Nha Truc Phan
This study analyzes the asymmetric impacts of renewable energy, bank credit, and industrial robots on environmental sustainability (ecological footprint and GHG emissions) in the top five robot-installing countries (2011-2023) using panel q…
Peer-reviewed🇪🇺 EuropeJournalEngineer2026#AI × ESGDOI
A Digital Decision-Support Framework for Green Hydrogen-Based Steam Production in the Food Industry
Andreas Poyias, Panayiotis Mourtopallas, Diamanto Platanou +3
This study develops a digital framework for optimizing green hydrogen integration in food industry steam production, which accounts for up to 57% of energy use. LightGBM models trained on PV and weather data achieve high forecasting accurac…
🌍 GlobalNature Sustainability2026#Energy TransitionDOI
Phased fuel transitions for decarbonizing the Asia–Europe Green Shipping Corridor
Chengjiang Li, Xiu Gu, Quande Qin +4
This study integrates dynamic life cycle assessment with system dynamics to evaluate 13 alternative marine fuels (e.g., ammonia, methanol, hydrogen, soybean biodiesel) for the Asia–Europe Green Shipping Corridor through 2050. Considering te…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI
A Calibrated Building Energy Simulation-Driven Framework for Balancing Embodied and Operational Carbon in the Transition to Zero-Emission Buildings
C. Turhan, G. Durmuş, Mehmet Furkan Özbey +2
This study proposes a life-cycle carbon assessment framework for educational buildings, simulating seven retrofit scenarios for university buildings in Italy and Turkey. Psychological-adaptive HVAC control is most effective, achieving ~19.3…
Peer-reviewed🌍 GlobalJournalGases2026#AI × ESGDOI
Satellite-Based Atmospheric Gas Monitoring in Maritime Chokepoints: Integration of Sentinel-5P TROPOMI and AIS Data for Emission Control in the Istanbul Strait
Firat Bolat, Hande Demi̇rel
This study integrates Sentinel-5P TROPOMI satellite observations with AIS data to monitor ship emissions in the Istanbul Strait, estimating annual CO2 of 213,678 t, NOx of 5,970 t, and SOx of 686 t. A correlation of 0.76 between AIS-derived…
Peer-reviewed🌍 GlobalJournalEceee ... summer study proceedings2026#Energy EfficiencyDOI
Financing energy efficiency: Barriers, instruments, and pathways to scale
Paolo Bertoldi
Energy efficiency is the most cost-effective way to cut emissions, yet a large investment gap persists. This paper analyzes barriers (small fragmented projects, lender risk aversion, split incentives) and examines instruments from public su…
Peer-reviewed🇪🇺 EuropeJournalNature Communications2026#Energy TransitionDOI
Decarbonizing the EU cement industry under technology and policy uncertainty
Paul Tautorat, Darius Sultani, Natalija Ljubic +3
This study develops a real options valuation model to analyze decarbonization investments in 179 EU cement plants under uncertainties in allowance prices, CCS costs, and CO2 infrastructure. Results show that uncertainty perception strongly …
Peer-reviewed🌍 GlobalJournalJournal of Shipping and Trade2026#Carbon PricingDOI
Techno-economic and environmental assessment of HFO, LNG, and ammonia under the red sea crisis and IMO carbon pricing: an OPEX-based multi-scenario analysis of Suez Canal and Cape of Good Hope routing
S. H. Okasha
This study evaluates HFO, LNG, and ammonia for a 15,000 TEU containership on the Rotterdam-Singapore route using an OPEX-based multi-scenario framework. The Red Sea crisis raises operating costs across all fuels, with ammonia showing the sm…
Peer-reviewed🌍 GlobalJournalSustainability2026#Carbon PricingDOI
Rethinking Emissions Trading: State Rescaling and the Administrative Foundations of Tokyo’s Cap-and-Trade System
Yasuo Takao
This article analyzes the institutional mechanisms of urban carbon markets through a qualitative case study of Tokyo's Cap-and-Trade System (TCTS), the world's first mandatory city-level ETS. It finds that TCTS operates more as a baseline-a…
Peer-reviewedCNJournalE3S Web of Conferences2026#Carbon AccountingDOI
The Transfer Patterns and Driving Factors of China’s Trade-Embodied Carbon Emissions: An Empirical Analysis Based on MRIO and LMDI
HaoMing Chen, XiaoHong Wang, Zunli Dai +2
Using EORA MRIO and LMDI, this study analyzes China's trade-embodied carbon emissions (2010-2020). Production-side carbon intensity declined but the electricity, gas, and water sector shows high-carbon lock-in. China remains a net exporter,…
Peer-reviewed🌍 GlobalJournalEksis: Jurnal Riset Ekonomi dan Bisnis2026#TCFDDOI
CLIMATE-RELATED SCENARIO ANALYSIS DISCLOSURES BY JOHANNESBURG STOCK EXCHANGE BASIC RESOURCES COMPANIES – TOO HOT TO HANDLE
J. Nel, Leana Esterhuyse
This study analyzes climate-related scenario analysis (CRSA) disclosures of 32 JSE-listed basic resource companies against TCFD and IFRS S2. While most large firms are aligned, smaller firms show inconsistent disclosure due to resource cons…
Peer-reviewed🇨🇳 ChinaJournalCarbon Neutrality2026#Energy TransitionDOI
Renewable energy-driven heat pumps integrated with synergistic thermal-electrical energy storage for decarbonizing building heating
Ruxue Du, Han Han, Gege Yin +3
This Perspective proposes a next-generation building heating system integrating renewable energy-driven heat pumps with synergistic thermal and electrical energy storage. Techno-economic modeling reveals the superiority of combined TES-EES …
