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🌍 GlobalJournalHighlights in Business, Economics and Management2026#AI × ESGDOI
Carbon-Aware Offline Reinforcement Learning for Joint Inventory Replenishment and Transportation Scheduling in Multi-Echelon Supply Chains
Pan Li, Meng-Lin Bian, Yi-Zheng Lin
This paper proposes CA-CQL, a budget-conditioned carbon-aware conservative offline RL method for joint inventory replenishment and transportation scheduling. It combines a remaining-budget state, carbon-shaped conservative value learning, a…
Conference2026 14th International Conference on Smart Grid (icSmartGrid)2026#Energy TransitionDOI
The Effect of Renewable Energy Penetration on Supply Security Risk and Carbon Emissions: A Comparative Two-Scenario Model
Mehmet Rida Tur, Halil İbrahim Bülbül
A two-scenario model compares 70% vs 30% renewable generation at 100 TWh annual demand. The high-renewable case cuts emissions from 47.05 to 22.45 MtCO2e/yr but raises a supply-security risk index from 17.44 to 48.69. The authors argue deca…
Peer-reviewedJournalBusiness Strategy and the Environment2026#Carbon AccountingDOI
A Strategic Governance Perspective on Carbon Accounting Enablers: An In‐Depth Qualitative Examination of Business Strategies
Lei Ruan, Nidhi Sahore, S. Almasabi +2
This qualitative study examines how firms embed carbon accounting through a governance lens, analyzing essay responses from 44 industry experts. It identifies four interconnected enablers: carbon governance, structural sustenance, technolog…
🇪🇺 EuropeConference2026 14th International Conference on Smart Grid (icSmartGrid)2026#AI × ESGDOI
Data-Driven Framework for Real-Time Carbon Accounting and Sustainability Monitoring in Off-Grid Urban Residential Microgrids
M. Arunakumari, Rajesh Mattaparthi, S. Kothuri +3
This paper proposes an AI-based decision framework integrating household occupancy, energy use, renewable generation and environmental quality for carbon-free urban living. Using the open-access Mafate off-grid microgrid dataset from Reunio…
Peer-reviewed🇺🇸 USAJournalGases2026#Carbon AccountingDOI
Beyond Snapshots: Building Methane Measurement-Informed Inventories for Midstream Oil and Gas Sites in the Appalachian Basin
Arthur Santos, Jacob Mdigo, A. Hodshire +4
This paper presents a Measurement-Informed Inventory (MII) methodology that integrates unreported methane emissions—identified via aerial surveys and confirmed by operators—into government inventories using the MAES stochastic facility mode…
Peer-reviewed🇪🇺 EuropeJournalForests2026#Scope 3DOI
The Role of Life Cycle Assessment in Supporting the Market Uptake of Forest Products: The Case of Wooden Pallets
Jacopo Giovannelli, Caterina Antonia Dattilo, G. Cortina +3
This study combines a cradle-to-grave climate assessment of custom one-way wooden pallets with interviews of Italian manufacturers to examine how LCA supports market uptake. An integrated sawmill configuration lowered fossil GHG emissions v…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#ESGDOI
Decarbonisation Strategies in the Olive Oil Supply Chain: A Systematic Literature Review and ESG-Oriented Framework
Emrah Karapinar, Roberto Leonardo Rana, Leonardo Orsitto +2
This systematic review synthesises decarbonisation strategies across the olive oil supply chain—cultivation, milling/retail, and waste management—using PRISMA and 42 peer-reviewed studies. It develops a matrix linking these strategies to ES…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Climate FinanceDOI
Investment Decision-Making for China’s Green Methanol Projects Under Carbon Price Uncertainty: A Real Options Approach
Fang Qi, Wenhui Chen, Yong Jiang +2
This paper develops a real-options model for green methanol investment under carbon price uncertainty, coupling Aspen Plus simulation with LCA to ground carbon revenue in process data. Using a China-calibrated geometric Brownian motion and …
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#PolicyDOI
Data-Driven Sustainability: National Big Data Comprehensive Pilot Zone Policy and Corporate Carbon Emissions
Lei Wang, Haoran Cao
Using Chinese A-share listed firms (2010-2024), this study treats National Big Data Comprehensive Pilot Zones as a quasi-natural experiment with multi-period DID. The policy shows a significant negative association with estimated corporate …
🇨🇳 ChinaJournalSustainability2026#Carbon AccountingDOI
Towards an Integrated Blue Accounting Framework for China’s Sustainable Blue Economy—A Systematic Review
Qiaoyue Yin, Jiawen Liu
This PRISMA-based systematic review assesses international policy frameworks, literature, and accounting instruments for blue economy and blue carbon accounting. It identifies structural gaps in China, where marine strategy prioritizes gros…
Peer-reviewed🇨🇳 ChinaJournalEnvironment Development and Sustainability2026#Energy EfficiencyDOI
Emergy-LCA integrated framework for zero-carbon transition in heritage architecture: Sustainability assessment and dynamic optimization
Minghui Yang, He Jie, Junxue Zhang +3
Proposes an integrated emergy-LCA framework to assess zero-carbon transition in heritage architecture, combining sustainability accounting with dynamic optimization. It aims to support retrofit and decarbonization decisions for historic bui…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Climate ScienceDOI
Augmenting Forest Sustainability: Investigating the Effects of Forest Fires, Institutional Quality, Renewable Energy Adoption, and Climate Change on Forest Cover in Sub‐Saharan Africa
Abdul Salami Bah, Yongqiang Wang, Yuchun Zhu +2
Using balanced panel data for 35 Sub-Saharan African countries (2000–2023), this study applies MMQR and GMM to examine how forest fires, institutional quality, renewable energy, and climate change affect forest cover. Forest fires, agricult…
Peer-reviewed🌍 GlobalJournalJURNAL EKSPLORASI AKUNTANSI2026#Disclosure InfrastructureDOI
Navigating the Challenges and Benefits of Sustainability Reporting: Lessons from SMEs
Sakina Nusarifa Tantri
A structured literature review of 31 studies (2009–2025) synthesizes evidence on sustainability reporting (SR) among SMEs. SR improves transparency, accountability, stakeholder trust, operational efficiency, and innovation, yet financial, t…
Peer-reviewed🇨🇳 ChinaJournalBusiness Strategy and the Environment2026#ESGDOI
The Limits of ESG Disclosure: Nonlinear Effects and Diminishing Returns in Corporate Sustainability
Jia Luo, Junping Xu, Xiaohui Li
Using a global panel of 1,320 listed firms (2010–2023), this study tests whether ESG disclosure's link to environmental performance is linear or subject to diminishing returns. Fixed-effects, CRE, quadratic, threshold, and spline models rev…
Preprint2026#EV & TransportDOI
Reducing the Carbon Footprint of Electric Vehicles
Rowen Cisneros
EVs are zero-emission at the tailpipe but generate substantial upstream emissions from battery manufacturing and charging. This study evaluates the full life-cycle impact, finding battery production accounts for 60% of manufacturing emissio…
Peer-reviewed🇨🇳 ChinaJournalEcological Indicators2026#BiodiversityDOI
Integrated marine spatial planning for Chonburi Province, Thailand: Addressing pollution, blue carbon, and conservation
Yue Qiao, Zhen Guo, Zhiwei Zhang +8
Using Chonburi Province, Thailand as a case, this study proposes an issue-oriented marine spatial planning framework integrating four thematic models: pollutant diffusion, MPA optimization, blue carbon mapping, and coastal erosion risk. Spa…
Peer-reviewedJournalSeparation and Purification Technology2026#CCUSDOI
Influence of ultramicroporosity and surface chemistry on dynamic CO2 capture in activated carbons
S. De Gooijer, P. Goosen, C. G. Díaz-Maroto +4
A materials-science study examining how ultramicroporosity and surface chemistry govern dynamic CO2 capture performance in activated carbons. Though no abstract is available, it contributes fundamental insights for optimizing solid sorbent …
Peer-reviewed🇨🇳 ChinaJournalScientific Reports2026#Energy TransitionDOI
Network identification and key influencing factor analysis of low-carbon economy synergy efficiency in Chinese cities: an interpretable machine learning approach
Mengkun Xing, Yundi Liu, Qiang Wang
Using a super-efficiency SBM model, a modified gravity model, and social network analysis, this study measures low-carbon economy synergy efficiency across 271 Chinese prefecture-level cities (2008–2022) and maps their spatial association n…
Peer-reviewed🇨🇳 ChinaJournalJournal of Cleaner Production2026#Energy TransitionDOI
From policy-related proxy indicators to scenario space optimization: Carbon-neutrality-oriented emission reduction pathways for the building sector in Shaanxi Province, China
Fuming Lei, Liuhui Meng, Zengfeng Yan +3
This study develops an integrated framework combining policy-related proxy indicators, Ridge–STIRPAT estimation, feasible scenario-space construction, sensitivity analysis, and stage-wise interval-constrained optimization for the building s…
Peer-reviewed🇨🇳 ChinaJournalEcosystem Health and Sustainability2026#Climate ScienceDOI
Pollution - Carbon - Economy Trade - offs in China's Livestock Sector: What, Why, and How?
Ruirui Du, Yucan Xie, Minjuan Zhao
This study examines the trade-offs among pollution, carbon emissions, and economic performance in China's livestock sector, framed around the questions of what, why, and how. Without an abstract, the specific methods and findings are unclea…
