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.
🇪🇺 Europe📚 Peer-reviewed · JournalEnvironments2026#Carbon AccountingDOI
Agro-Industrial Residue Amendments as Circular Tools for Soil Stewardship and Greenhouse Gas Mitigation
Angela Maffia, Federica Marra, Santo Battaglia +3
This review synthesizes evidence that organic amendments from agro-industrial residues (compost, digestate, vermicompost) can increase soil organic carbon stocks by up to 40% and reduce greenhouse gas emissions compared to mineral fertiliza…
📚 Peer-reviewed · JournalEuro-Mediterranean Journal for Environmental Integration2026#Carbon AccountingDOI
An AI-based carbon footprint assessment tool for comprehensive greenhouse gas emissions management
Sana Elhidaoui, Rajaa El Hanna, Manoj Kumar
This paper proposes an AI-based carbon footprint assessment tool to support comprehensive GHG emissions management. It automates data collection, analysis, and visualization, aiding reduction decisions. While lacking implementation details,…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Industrial Ecology2026#Carbon AccountingDOI
Carbon budgets and climate footprints: the case of the Swedish forest-based economy
B. Iliev, Huntley Brownell, N. Bentsen +5
This paper presents methods for assessing carbon budgets and climate footprints in the Swedish forest-based economy. It quantifies the sector's contribution to carbon cycling and emission reductions, offering policy insights.
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…
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…
🇪🇺 Europe📚 Peer-reviewed · JournalClimate2026#Carbon AccountingDOI
Small and Medium-Sized Enterprises Climate Accounting Made Easy
Hans Sanderson, M. C. Maia, Frank Akowuge Dugasseh +2
This paper presents two complementary digital tools to support climate accounting for SMEs, which are often neglected in sustainability reporting despite their critical role in Scope 3 emissions. The first tool, Climate Compass, is a govern…
🌍 Global📚 Peer-reviewed · JournalTập san Khoa học và kỹ thuật trường Đại học Bình Dương2026#Carbon AccountingDOI
Tích hợp kế toán tín chỉ carbon vào các cơ sở giáo dục Đại học: Khuôn khổ, kết quả và định hướng nghiên cứu tương lai
Minh Huong Tang, Doan Trang Do
This systematic review analyzes carbon credit accounting (CCA) in higher education institutions using PRISMA 2020. Reviewing 215 papers, it identifies five themes: measurement, sustainable development, input-output analysis, digital innovat…