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-reviewedJournalInverge Journal of Social Sciences2026#OtherDOI
From Search Engines to AI Engines: How Generative Artificial Intelligence Is Transforming Consumer Discovery, Decision-Making, and Digital Marketing Ecosystems
M. Khan, Syeda Roshaan Jamil Habibi, Muhammad Shehzad Khan +1
This study quantitatively analyzes the impact of generative AI on consumer discovery, decision-making, and digital marketing ecosystems. Based on responses from 420 participants, it confirms that AI-powered systems improve information acces…
Peer-reviewedJournalInternational Journal of Natural Resource Ecology and Management2026#Carbon AccountingDOI
Carbon Emissions from Selective Logging: Case of FMU 1525 (Southern Cameroon)
Rodine Lontsi, Arsene Abena, E. Ngahane +2
This study assesses carbon emissions from selective logging in Cameroon, finding an overall emission factor of 1.067 t C/m³ logged. Infrastructure construction is the largest source. Low-impact logging practices were applied only 35% of the…
Peer-reviewedCNJournalSustainability2026#Carbon AccountingDOI
Low-Carbon Spatial Planning Strategies for Townships: A Carbon Accounting and Efficiency Evaluation Framework Applied to Fuqiushan Township
Chun Yi, Yijun Chen, Bin Liu +2
This study develops a detailed carbon accounting inventory and spatial efficiency evaluation framework for Fuqiushan Township, China. It visualizes emissions and sinks, creates composite efficiency indices, and classifies the area into five…
Peer-reviewedJournalCircular Economy and Sustainability2026#OtherDOI
Main Enablers Influencing the Application of Circular Bio-Economy Business Models (CEBM) for Whey Valorization in Kenya’s Dairy Industry
Celestine Mutio, D. Okello, Stanley Karanja +2
This study identifies key enablers for adopting circular bio-economy business models (CEBM) for whey valorization in Kenya's dairy industry. It focuses on resource efficiency and waste reduction, exploring challenges of sustainable business…
Peer-reviewed🌍 GlobalJournalInternational journal of environmental research and earth science2026#Carbon AccountingDOI
ASSESSMENT OF CARBON FOOTPRINT IN AKWA IBOM STATE MINISTRIES, NIGERIA
Nsikan Edet Dan
This study assesses the carbon footprint of government ministries in Akwa Ibom State, Nigeria using WRI/WBCSD protocols. Total emissions are 190.4 tCO2e/year, with Scope 2 accounting for 58.3%. The Ministry of Transport contributes the most…
Peer-reviewedJournalFuels2026#HydrogenDOI
Hydrogen Fuel in Aviation: Quantifying Risks for a Sustainable Future
Ozan Öztürk, M. Yıldız
This study quantifies technical and operational risks of hydrogen-powered aviation using Monte Carlo simulation (10,000 iterations). Hydrogen leakage and explosion hazards emerge as critical risks (mean scores >20/25), while investment cost…
Peer-reviewedCNJournalEconomics2026#PolicyDOI
How Effective is China’s Intelligent Manufacturing Policy in Promoting Green Trade? Evidence from Staggered Difference-in-Differences
Yanyan Ma, Maomao Yu
This paper uses staggered difference-in-differences to examine China's Intelligent Manufacturing Policy's effect on reducing firms' pollution emission intensity relative to export value. It identifies four transmission channels: improved in…
Peer-reviewedCNJournalIndustry Science and Engineering2026#Carbon AccountingDOI
Dual-scale Spatiotemporal Correlation Analysis of Ecosystem Service Value and Land Use Carbon Emissions in the Yangtze River Basin
Chen Jun-yu, Shi Dong
This study analyzes the spatiotemporal correlation between ecosystem service value (ESV) and land use carbon emissions in the Yangtze River Basin from 2002 to 2022 at grid and county scales. ESV remained stable with a slight increase, with …
Peer-reviewed🌍 GlobalJournalMathematical and Computational Applications2026#Energy EfficiencyDOI
Airline Carbon Emission Efficiency Study: Static and Dynamic Perspectives
Lianbin Zhou, Zhifeng Zhou, P. Zhang +1
This study analyzes static and dynamic carbon emission efficiency of 18 global airlines (2015–2021) using a two-stage super-efficient SBM model and Hicks–Moorsteen productivity index. Average static efficiency ranges from 0.225 to 0.662 (in…
Peer-reviewedCNJournalPeerJ2026#Climate ScienceDOI
Temporal and spatial dynamics of Net Primary Productivity and prediction of wetland carbon sequestration potential on the Tibetan Plateau
Liang Cao, Shi Dong, Yuyan Wang +7
This study predicts the spatiotemporal dynamics of net primary productivity (NPP) and wetland carbon sequestration potential on the Tibetan Plateau for 2025-2030 using NDVI, BPNN, Kriging, and CASA model. NPP is projected to increase about …
Peer-reviewedJournalPlant Science Today2026#Carbon AccountingDOI
Carbon footprint assessment of GKVK campus: A comprehensive GHG inventory based on IPCC and GHG protocol guidelines
K. Manish, G. Mamatha, A. Devakumar +2
This study assesses the carbon footprint of the GKVK campus in Bangalore, India, using IPCC and GHG Protocol guidelines. Total emissions are 7,606.545 tCO₂e/yr, with Scope 1 at 42.08%, Scope 2 at 20.46%, and Scope 3 at 37.46%. Major sources…
🇺🇸 USAConference2026 International Conference on Integrated Intelligence and Cognitive Engineering (ICIICE)2026#Disclosure InfrastructureDOI
Augmented Reality for Corporate Sustainability Reporting: An Interactive Carbon Footprint System
Anuvinda Balan, L. Bernard, Md Baharul Islam
This paper presents an Augmented Reality (AR) system that visualizes Herc Rentals' carbon footprint (Scopes 1-3) as interactive 3D spheres. Users tap spheres to see category breakdowns and EPA equivalencies. A small user study (N=6) showed …
Peer-reviewedJournalProceedings of International Forestry and Environment Symposium2026#Carbon AccountingDOI
Comprehensive Greenhouse Gas Emissions Assessment at the University of Sri Jayewardenepura: Establishing an Evidence Based Framework for Carbon Neutral Campus Operations
Weerakkodi, T.N., Ranasinghe, D.M.S.H.K., Pasan Dunuwila +1
This study applies the GHG Protocol to quantify Scope 1, 2, and 3 emissions at the University of Sri Jayewardenepura, the first carbon-neutral university in Sri Lanka. Measured sources (excluding commuting, procurement, food services) total…
Peer-reviewedCNJournalAgriculture2026#Carbon AccountingDOI
Spatiotemporal Evolution and Driving Factors of the Coupling Coordination Among Digital Village Development, Agricultural Modernization, and Agricultural Carbon Emission Efficiency: An Empirical Study Based on a Triple-System Coupling and GTWR Model
Chunlin Xiong, Ren Fan, Duo Jiang
Using panel data from 30 Chinese provinces (2011-2024), this study measures the coupling coordination among digital village development, agricultural modernization, and agricultural carbon emission efficiency. It employs the super-efficienc…
Peer-reviewedJournalAir quality, atmosphere and health2026#OtherDOI
Collaborative mechanism of road traffic exhaust and noise emission: a cellular transmission model based approach
Haibo Wang, Jiahua Sun, Junshan Lin
This paper proposes a method using cellular transmission model to analyze the collaborative mechanism of road traffic exhaust and noise emission. It models the relationship between traffic flow and emissions, potentially contributing to env…
Peer-reviewedCNJournalGlobal NEST Journal2026#Carbon AccountingDOI
Driving factors and emission reduction scenarios analysis of CO₂ emissions in Changsha based on LMDI and STIRPAT
(著者不明)
This study constructs an LMDI-STIRPAT model using 2011-2022 data for Changsha, China, to analyze driving factors of CO2 emissions and forecast future scenarios. Energy structure restrains emissions while population size drives them. Among e…
Peer-reviewedJournalInternational Research Journal on Advanced Engineering and Management (IRJAEM)2026#AI × ESGDOI
Artificial Intelligence–Driven Carbon Footprint Assessment: A Cross- Sector Review of Methods, Challenges and Future Directions
Aman Ali, Hritik Verma, Prateek Maurya +1
This paper reviews traditional carbon footprint methods (LCA, emission factors) and their limitations across sectors (manufacturing, construction, logistics, transport, digital infrastructure), including fixed emission factors and high unce…
Peer-reviewed🌍 GlobalJournalarXiv.org2026#AI × ESGDOI
GHGbench: A Unified Multi-Entity, Multi-Task Benchmark for Carbon Emission Prediction
Yifan Duan, Si Zheng, Lihuan Li +2
GHGbench provides an open dataset and benchmark for company- and building-level greenhouse-gas prediction. The company track covers 12,000+ firms with Scope 1+2 and Scope 3 disclosures; the building track harmonizes 491,591 records from 13 …
Peer-reviewed🌍 GlobalJournalInternational Journal of Advanced Computer Science and Applications2026#Carbon AccountingDOI
An Integrated Carbon Footprint Calculation System Model for Net Zero Emission in the Manufacturing Industry Based on GHG Protocol and DEFRA
Dinar Rahayu
This study develops an integrated carbon footprint calculation system model combining GHG Protocol emission scope classification with DEFRA emission conversion factors. Using Design Science Research, it structures activity data, scope class…
Peer-reviewed🌍 GlobalJournalScientific Data2026#AI × ESGDOI
Global emission factor dataset for Scope 3 machine learning applications
Yanming Guo, Charles Guan, Jin Ma
ExioML is an open-source dataset of environmentally extended multi-regional input-output tables for emission factors, covering 49 regions and 28 years (1995-2022). It includes GPU-accelerated computational tools and two aggregation schemes …
