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-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 …
Peer-reviewedJournalSustainable Marine Structures2026#Renewable EnergyDOI
Multi-Criteria Site Suitability Assessment for Nearshore Floating Solar Photovoltaic Systems in the Gulf of Thailand: Integrating Hydrodynamic, Economic, and Environmental Factors
Kornpaphop Ruttanawijit, Taweesup Desua, Y. Tiaple
This study presents a macro-level site suitability assessment for nearshore floating solar PV (N-FPV) in the Gulf of Thailand using AHP-TOPSIS with entropy weighting. Nine coastal provinces are evaluated based on irradiance, wave height, wi…
Peer-reviewedJournalAkademik tarih ve düşünce dergisi2026#Renewable EnergyDOI
From Fossil Fuels to Renewables: New Opportunities for Azerbaijan s Energy Security
T. Alizade
This paper analyzes barriers and opportunities for renewable energy development in Azerbaijan, using interviews and comparative analysis. It identifies high costs, weak grid, and insufficient legislation as key constraints. Policy measures …
Peer-reviewed🌍 GlobalJournalEuropean Journal of Management and Marketing Studies2026#Renewable EnergyDOI
A RESILIENCY MODEL FOR RENEWABLE ENERGY SYSTEMS AGAINST EXTREME NETWORK GRID STRESS: THE 2020 COVID-19 PANDEMIC IN MINDANAO
Erick George Uy
This study develops a resiliency model for renewable energy systems in Mindanao, Philippines, during the COVID-19 pandemic. It evaluates four profiles: energy balance, energy mix, cost, and reliability, achieving an aggregate score of 40.5/…
Peer-reviewedJournalarXiv.org2026#Energy TransitionDOI
Should Small-Scale Data Centers Participate in the Day-Ahead Electricity Market?
E. Figini, Mario Paolone
This paper proposes a framework for small-scale data centers to participate in the day-ahead electricity market with a carbon-aware, risk-averse bidding strategy that leverages flexibility from local energy resources, waste heat recovery, a…
Peer-reviewedJournalInternational Journal of Economics and Management Research2026#Energy TransitionDOI
Merit Order as a Generation Portfolio Optimization Mechanism in PLN and PLN Nusantara Power
Akhmad Rifkyansyah, Rahmat Setiawan
This study analyzes the role of the merit order in PLN and PLN Nusantara Power, linking operational efficiency, Power Purchase Agreement (PJBTL) structure, and digital transformation. Using a systematic literature review, it finds that the …
Peer-reviewed🇺🇸 USAJournalEnergy-Efficient Computing and Networking2026#Renewable EnergyDOI
Mitigating Financial Exposure in Power Purchase Agreements: A Unified Decision Framework
Jingwei Chen, Dongwei Zhao, Zhi Zhou +1
This paper proposes a unified decision framework for selecting optimal Power Purchase Agreement (PPA) structures—Fixed-Volume, As-Generated, or As-Consumed—to minimize financial risk for both sellers and buyers. Using theoretical analysis a…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalRenewable Energy2026#Renewable EnergyDOI
Strike prices for virtual power purchase agreements based on power demand and supply analysis: An empirical study in Japan
Reo Kontani, Kenji Tanaka, K. Ogimoto
This empirical study analyzes strike prices for virtual power purchase agreements (VPPAs) in Japan based on power demand and supply analysis. It provides insights into pricing mechanisms and market conditions for corporate renewable energy …
Peer-reviewedJournalEnvironmental safety and natural resources2026#OtherDOI
Factors of environmental condition normalization during aircraft operation
T. Kozlovskaya, V.V. Golovenskij, V.G. Tiahnii +2
Comprehensive analysis of environmental impacts from aircraft operations including CO2, NOx, noise. Hybrid-electric propulsion can reduce CO2 emissions by 30-50%. Proposes monitoring systems using digital twins and IoT for real-time control…
Peer-reviewedJournalEngineering Reports2026#Energy EfficiencyDOI
Numerical Modeling and Performance Evaluation of a Three‐Stage Direct–Indirect–Direct Evaporative Cooler
Md. Mizanur Rahman, D. Mondal, M. Islam +2
This study develops and evaluates a numerical model for a three-stage direct-indirect-direct (DID) evaporative cooling system. Simulations show it achieves deeper temperature reductions than single-stage coolers, delivering supply air up to…