GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
CN📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
An LMDI-Based Analysis of Carbon Emission Changes in China’s Fishery and Aquatic Processing Sector: Implications for Sustainable Risk Assessment and Hazard Mitigation
Tong Li, Sikai Xie, N. Nandasena +2
This study analyzes carbon emission trends in China's fishery and aquatic processing sector from 2010 to 2019 using input-output models and LMDI decomposition. It calculates total direct and indirect emissions and identifies economic develo…
📚 Peer-reviewed · JournalPLoS ONE2026#Carbon AccountingDOI
A new method of off-site inverse carbon accounting and its application in agriculture carbon measurement
Hui Shen, Yue Liu, Boyan Zou +1
This research proposes a novel carbon accounting method for agricultural straw burning, combining stochastic process modeling with LSTM neural networks. It overcomes limitations of traditional emission factor methods by using three-dimensio…
🌍 Global📚 Peer-reviewed · JournalIEEE Access2026#Carbon AccountingDOI
Environmental Intelligence: Data Driven Insights for Stakeholders on the Environmental Sustainable Development Goals
H. Lathabai, V. Nair, A. S. Anandhukrishna +3
This paper proposes a macro-meso-micro assessment framework to analyze Environmental Intelligence (EI) research related to SDGs 13, 14, and 15 using AI and big data. It identifies core EI topics including climate risk assessment, carbon acc…
CN📚 Peer-reviewed · JournalIET Renewable Power Generation2026#Carbon AccountingDOI
Low‐Carbon Scheduling Strategy of Integrated Energy System Based on Improved Carbon Emission Flow and Green Certificate‐Carbon Joint Trading
Yi Ding, Chunling Wang, Nian Liu +1
This paper proposes a low-carbon scheduling strategy for integrated energy systems (IES) using an improved carbon emission flow method and a green certificate-carbon joint trading mechanism. The method quantifies carbon impacts of renewable…
CN📚 Peer-reviewed · JournalarXiv.org2026#Carbon AccountingDOI
Stable Time Series Prediction of Enterprise Carbon Emissions Based on Causal Inference
Zitao Hong, Zhen Peng, Xueping Liu
This study addresses the challenge of predicting enterprise carbon emissions amid distribution shifts across regions, industries, and policies. By integrating causal inference with stable learning, it proposes a time-series prediction mecha…
📚 Peer-reviewed · JournalDiscover Artificial Intelligence2026#Carbon AccountingDOI
The application of blockchain and smart contracts in the trusted evidence storage of carbon trading data of listed companies
Jiating Wang, Yinan Peng
This paper proposes a trusted evidence storage system using blockchain and smart contracts to enhance the reliability of carbon trading data for listed companies, ensuring transparency and tamper-proof records to strengthen carbon credit ma…
📚 Peer-reviewed · JournalMultidisciplinary Indonesian Center Journal (MICJO)2026#Carbon AccountingDOI
ANALYSIS OF THE CONFORMITY OF CARBON EMISSION DISCLOSURE BASED ON ENVIRONMENTAL MANAGEMENT ACCOUNTING THROUGH GRI 305 IN IDX LQ45 LOW CARBON LEADER INDEX COMPANIES (2022–2024)
Tyas Aswadina Poliyama, M. Mahdalena, Ronald S. Badu
This study analyzes the conformity of carbon emission disclosures with GRI 305 standards among Indonesian LQ45 Low Carbon Leaders index companies from 2022 to 2024. Using a quantitative descriptive approach, it finds that most companies ach…
📚 Peer-reviewed · JournalApplied Sciences2026#Carbon AccountingDOI
Practical Considerations for Electrokinetic-Biocementation Using Carbonic Anhydrase-Producing Bacteria: Field Set Ups and Environmental Sustainability Assessment
Maria Mavroulidou, M. Gunn, Ottavia Rispoli +2
This scoping study evaluates electrokinetic biocementation of clay soil under a railway embankment using carbonic anhydrase-producing bacteria. LCA shows that biocementation reduces global warming potential and resource usage compared to hy…
📚 Peer-reviewed · JournalFrontiers in Sustainable Food Systems2026#Carbon AccountingDOI
Estimating the climate impacts of procurement for food is medicine programs: a mini review of carbon accounting tools
K. Battaglia, T. Griffin, N. Blackstone
This mini-review evaluates two on-farm carbon accounting tools (Cool Farm Tool and COMET-Farm) for their utility in assessing climate impacts of procurement in Food is Medicine programs. Both tools show significant limitations in accurately…
🌍 Global📚 Peer-reviewed · JournalScience of the Total Environment2026#Carbon AccountingDOI
Modeling vegetation carbon stock and soil greenhouse gas emission dynamics in undrained degraded peat swamp forests of Indonesia and Peru.
E. Swails, K. Hergoualc’h, Jia Deng +1
This study models vegetation carbon and soil GHG emissions in undrained degraded peatlands in Indonesia and Peru. It derives emission factors for CO2, N2O, and CH4 after disturbances, showing vegetation recovery in 40–80 years but elevated …
CN📚 Peer-reviewed · JournalInfrastructures2026#Carbon AccountingDOI
Research on and Application of a Low-Carbon Assessment Model for Railway Bridges During the Construction Phase Based on the ANP-Fuzzy Method
Bo Zhao, B. Guo, D. Ye +2
This study proposes a low-carbon assessment model for railway bridge construction, integrating LCA-based carbon accounting with ANP-Fuzzy evaluation. A case study validates the model, achieving an 'excellent' score and identifying key emiss…
🌍 Global📚 Peer-reviewed · JournalAgriEngineering2026#Carbon AccountingDOI
Measurement, Reporting, and Verification of Agricultural and Livestock Emissions: A Combined Systematic and Bibliometric Review
N. Tsigkas, Vasileios Anestis, Anna Vatsanidou +1
This paper presents a systematic and bibliometric review of MRV techniques for agricultural and livestock GHG emissions. Analyzing 5,340 studies (1990-2025) and systematically reviewing 100 (2020-2025), it identifies four MRV approaches: in…
🇺🇸 USA📚 Peer-reviewed · JournalInternational Journal of Architectural Engineering Technology2026#Carbon AccountingDOI
Embodied Carbon of Mass Timber Buildings in the United States: A Systematic Review of Life-Cycle Assessment (LCA) Evidence
Piyush Khairnar, Banan T. Alzoubi
This review synthesizes 30 LCA studies on embodied carbon of mid-rise mass timber buildings in the US. Mass timber shows 10-60% lower GWP than concrete and steel, with greater reductions when biogenic carbon storage and recycling are includ…
🌍 GlobalDataset4TU.ResearchData2026#Carbon AccountingDOI
OECD and Major Emerging Economies Environmental-Economic Panel Dataset (1980–2023)
Qudus Oshinaike, Abdur-Rahman Olubodun
This panel dataset covers 15 OECD and major emerging economies from 1980 to 2023, including CO2 emissions, renewable energy consumption, green patents, GDP, and trade openness. It enables empirical analysis of decarbonization pathways and t…
🌍 GlobalPreprintClimate2025#Carbon AccountingDOI
Beyond Production-Based Accounting: A Comparative SWOT Analysis of GHG Inventory Frameworks and Their Policy Implications
Rodrigo Gil, Carlos Morillas, Jose Traub +3
This study conducts a SWOT analysis comparing production-based (PBA), consumption-based (CBA), historical cumulative (HBA), and per capita-based (PCBA) GHG accounting frameworks across 23 major emitting countries. It reveals dramatic rankin…
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Carbon AccountingDOI
Analysis of Greenhouse Gas Emissions in the Septic Tank Sector and Consideration of Reduction Measures
浄化槽分野における温室効果ガス排出量の分析および削減施策の考察
(著者不明)
This study analyzes greenhouse gas emissions from septic tanks (johkasou), revealing emission characteristics of methane and nitrous oxide. It further proposes technical and policy measures for emission reduction, contributing to Japan's no…
🌍 Global📚 Peer-reviewed · JournalArchives of Current Research International2026#Carbon AccountingDOI
Circular Bioeconomy in Farming: Residue Recycling, Biochar and Organics for Climate Mitigation
Harshvardhan Jagannath Wagh, J. Wagh, Girish Ramrao Uike
This review examines three pillars of circular bioeconomy in farming—residue recycling, biochar systems, and organic amendment management—for climate mitigation. It analyzes emission reductions, carbon sequestration, and MRV approaches, emp…
CN📚 Peer-reviewed · JournalEnvironmental Science and Ecotechnology2026#Carbon AccountingDOI
Plant-level carbon accounting of China's pulp and paper industry via multimodal fusion
Song Hu, Hua-Zhe Qi, Zifei Wang +3
This study proposes a multimodal data fusion framework integrating high-resolution remote sensing and plant textual data for plant-level carbon accounting in China's pulp and paper industry. Applied to 720 plants, it estimates 163.6 Mt CO2 …
🌍 Global📚 Peer-reviewed · JournalAccounting & Finance2026#Carbon AccountingDOI
Corporate Carbon Management System Quality and Voluntary Carbon Assurance: The Moderating Effect of Institutional Setting
Jibriel Elsayih, Rina Datt, Qingliang Tang +1
This study empirically examines the relationship between carbon management system quality (CMSQ) and voluntary carbon assurance (VCA) using a sample from over 40 countries (2011-2018). It finds that firms with superior CMSQ are more likely …
🇪🇺 Europe📚 Peer-reviewed · JournalAccounting Review2026#Carbon AccountingDOI
Constructing Carbon Abatement Cost Curves
Gunther Glenk, Rebecca Meier, Stefan Reichelstein
This paper develops a generic model for constructing carbon abatement cost curves, calibrated on European cement producers under the EU Emissions Trading System. The results show that a carbon price of €85/ton (2023 average) incentivizes ab…