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-reviewed🌍 GlobalJournalSustainability2026#PolicyDOI
Sustainable Development and Carbon Dioxide Emissions in the GCC Region: Evidence from a Panel ARDL-PMG Analysis
Abrar Saeed Bagalb, Nizar Harrathi, Md Fouad Bin Amin
This study examines the relationship between sustainable development and CO2 emissions in GCC countries using panel ARDL-PMG. It finds that sustainable development reduces emissions in the long run but increases them in the short run, a U-s…
Peer-reviewed🌍 GlobalJournalScientific Bulletin2026#Carbon PricingDOI
THE EFFECTIVENESS OF PIGOUVIAN TAXES IN REDUCING CARBON EMISSIONS
Rashad Tariyel ALIYEV
This study empirically examines the effectiveness of Pigouvian environmental/carbon taxes in reducing CO₂ emissions in G7 countries from 1994 to 2014. Using second-generation panel methods, it finds a long-run cointegration relationship and…
Peer-reviewedCNJournalAtmosphere2026#AI × ESGDOI
A Hybrid Statistical-Machine Learning Framework for Risk-Based Screening of High-Frequency Carbon Emission Data Under Emissions Trading Systems
Changyi Weng, Zhenghua Shu, Jueying Qian +2
As China's ETS expands, reliable emission data becomes critical. This study proposes a hybrid anomaly detection framework using the ratio of material-based to flue gas-based emissions, combining Hartigan's dip test and Random Forest. Evalua…
CNJournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
emilywang0525-ui/railway-carbon-footprint-ssp-ml: v1.0.0: Code for railway carbon-footprint projection study
emilywang0525-ui
This release archives custom machine learning code for provincial railway-operation carbon-footprint accounting and projection in China. It uses ensemble model screening, SSP-based future projection, baseline harmonization, and uncertainty …
Peer-reviewedCNJournalEngineering Applications of Artificial Intelligence2026#Carbon PricingDOI
Scale-aware dynamic fusion of textual and numerical information for carbon price forecasting in Chinese emissions trading markets
Rui Liu, Chaoyong Qin
This paper proposes a scale-aware dynamic fusion method that integrates textual and numerical information to improve carbon price forecasting in Chinese emissions trading markets. The method accounts for different data scales and demonstrat…
Peer-reviewedJournal#AI × ESG
Improving Forest Carbon Sink Accounting Using Integrated Satellite-Ground Observations, Machine Learning, and Ecological Process Modeling.
(著者不明)
This study proposes an integrated approach combining satellite-ground observations, machine learning, and ecological process modeling to improve forest carbon sink accounting. The method enhances the accuracy of carbon budget estimates, sup…
Peer-reviewed🌍 GlobalJournalApplied Soil Ecology2026#Climate ScienceDOI
Global sublinear scaling between soil microbial biomass carbon and soil organic carbon across biomes
Amitava Chatterjee
This global study analyzes the relationship between soil microbial biomass carbon (MBC) and soil organic carbon (SOC) across biomes, finding a sublinear scaling. The findings improve predictions of soil carbon storage under climate change.
Peer-reviewed🌍 GlobalJournalAposta: Revista de Ciencias Sociales2026#ESGDOI
Beyond ESG disclosure: inequality-sensitive sustainability governance in Latin America and the Caribbean
Dana Chabová, Emília Palkechová, Nina Majerovičová +1
This paper critically examines ESG frameworks in Latin America and the Caribbean, arguing that despite rapid growth in sustainable finance, persistent poverty, inequality, and climate vulnerability remain. It proposes that ESG should serve …
Peer-reviewed🌍 GlobalJournalSocial Responsibility Journal2026#Carbon AccountingDOI
Relationship between carbon disclosure and carbon performance: the role of environmental exposure, environmental certification and environmental committee
Leo Themjung Makan, Navin Chettri, Kailash Chandra Kabra
This study examines the relationship between carbon disclosure and carbon performance using Fortune Global 500 data. It investigates moderating effects of environmental exposure, certification, and committee. Findings show a significant lin…
Peer-reviewedJournalSustainability2026#ESGDOI
When Tax Avoidance Meets Sustainability: ESG Disclosure and Firms’ Cost of Debt
Nouran Nabil Abdelsalam Mahmoud Ellelly, Laila Aladwey, Abdelmoneim Bahyeldin Mohamed Metwally
This study examines the relationship between tax avoidance and cost of debt for non-financial firms in an emerging market, finding a positive association moderated by ESG disclosure. Higher ESG disclosure weakens the positive effect, implyi…
Peer-reviewedCNJournalEuropean Journal of Agronomy2026#Climate ScienceDOI
Rice-animal co-culture synergistically enhances soil carbon-nitrogen sequestration while mitigating greenhouse gas intensity in Chinese paddy fields: A meta-analysis
Zheng Wei, Zhichen Long, Weijian Yuan +4
This meta-analysis of rice-animal co-culture (e.g., rice-fish, rice-duck) in Chinese paddy fields demonstrates synergistic enhancement of soil carbon and nitrogen sequestration while reducing greenhouse gas intensity. The findings support s…
Peer-reviewed🌍 GlobalJournalEuropean Accounting Review2026#scope1DOI
Carbon disclosure and the cost of capital*
Patrick Bolton, Marcin Kacperczyk
Using a global cross-section of publicly listed firms, this study finds that voluntary disclosure of Scope 1 emissions predicts lower stock returns compared to non-disclosers. UK mandatory carbon disclosure rules reduced stock-level uncerta…
Peer-reviewedJournalScience of The Total Environment2026#OtherDOI
The potential of clay- and zeolite-based materials used in agricultural systems: Insights into greenhouse gas emission mitigation
Solmaz Bidast, Amir Mohseni, Bhabananda Biswas +3
This paper explores the potential of clay- and zeolite-based materials to mitigate greenhouse gas emissions in agricultural systems, particularly N2O and CH4. These materials improve soil properties and nutrient retention, reducing emission…
Peer-reviewedJournalDiscover Sustainability2026#Climate ScienceDOI
Two-stage least squares and quantile regression assessment of financial inclusion on greenhouse gas levels in the SADC
Simon Osiregbemhe Ilogho, Heinz Eckart Klingelhöfer
This study examines the impact of financial inclusion on greenhouse gas emissions in SADC countries using two-stage least squares and quantile regression. The results suggest heterogeneous effects, with potential emission reductions in lowe…
Peer-reviewedJournalمجلة العلوم الشاملة2026#Energy TransitionDOI
THE IMPACT OF EXHUST GAS RECICULATION (EGR) ON EMISSIONS IN SINGLE CYLINDER GASOLINE ENGINE
Salah .A. Ashareef, Hesn Abdalnbi Alazrg, Mohamed .F. Khsheba +1
This paper examines the impact of exhaust gas recirculation (EGR) on reducing emissions such as nitrogen oxides (NOx) and carbon monoxide (CO) in a single-cylinder gasoline engine. It discusses the mechanism by which EGR lowers combustion t…
Peer-reviewed🇨🇳 ChinaJournal2026#AI × ESGDOI
Estimating blue carbon storage in Daya Bay mangrove forests using an integrated DeepSeek-Python-ArcGIS (DPA) framework
Erlin Jin, Yang Bai, Dongning Feng +2
This study developed the DeepSeek-Python-ArcGIS (DPA) framework for blue carbon storage estimation in Daya Bay mangroves. It used LLM-driven code generation to process Sentinel-2, GEDI LiDAR, and UAV data, achieving 92.13% accuracy in mangr…
Peer-reviewedJournalFUDMA Journal of Sciences2026#OtherDOI
Synthesis and Production of Activated Carbon from Sugarcane Bagasse for the Adsorptive Removal of Methylene Blue Dye from Wastewater
MOHAMMED ISAH KIMPA, Adamu Salahudeen Gene, STANLEY CHUKWUEBUKA UGOCHUKWU +5
This study synthesized activated carbon from sugarcane bagasse using sulfuric acid activation (ScBAC) and evaluated its capacity to remove methylene blue (MB) dye from wastewater. ScBAC exhibited a specific surface area of 254.6 m²/g and mi…
Peer-reviewed🌍 GlobalJournalMineral Economics2026#Carbon PricingDOI
Assessing greenhouse gas emissions in global copper supply chains: implications of EU-ETS and CBAM
María-Pilar Martínez-Hernando, Miriam Blumers, Thomas Gibon +3
This study quantifies GHG emissions from copper production and examines the impact of EU-ETS and CBAM on copper costs across different countries. Results show Poland, despite lowest emissions, faces highest EU-ETS penalties, while China wit…
Peer-reviewedJournalSustainable Chemistry One World2026#Carbon AccountingDOI
Urban green spaces as nature-based solutions for particulate matter mitigation and carbon footprint reduction: a case study in Ho Chi Minh city
Tran Thi Bich Phuong, Do Vinh Duong, Thanh Tran
This paper presents a case study in Ho Chi Minh City examining how urban green spaces, as nature-based solutions, contribute to particulate matter mitigation and carbon footprint reduction. Through quantitative assessment, it demonstrates t…
Peer-reviewedJournalChemical Society Reviews2026#CCUSDOI
Biological conversion of CO2 for bioproduction: beyond natural limitations.
Chunlei Zhao, Pan Zhu, Tiantian Chai +2
This paper explores methods to overcome natural limitations in biological conversion of CO2 for bioproduction, contributing to carbon capture and utilization (CCUS) research.