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.
CNPreprintResearch Square2026#Carbon AccountingDOI
Carbon footprint analysis of the whole industry chain of China's aluminum industry based on life cycle assessment
Yan L, Zhou H, Weng K +4
This study uses life cycle assessment to quantify carbon flows across China's entire aluminum value chain, from bauxite mining to product processing. Electrolytic smelting accounts for over 85% of emissions; carbon intensity declined from 1…
🌍 GlobalPreprintResearch Square2026#Carbon AccountingDOI
Revisiting the Climate Benefits provided by Wood through Future-Oriented Material and Energy Displacement
Müller A, Martinez GE, Verkerk PJ +3
This study provides a forward-looking assessment of displacement factors (DFs) for wood products using time-explicit LCA under three decarbonization scenarios. DFs decline over time, especially for long-lived products, due to faster decarbo…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Animal Science2026#Carbon AccountingDOI
Greenhouse gas emission intensities in extensive beef cattle production systems in the Global South: a systematic review
Blessing Gumindoga, Walter Svinurai, Tinyiko Halimani +1
This systematic review synthesizes evidence on greenhouse gas emission intensities (GHGEI) from extensive beef cattle systems in Africa, Asia, and South America. Reported GHGEI values vary widely: 6.3-305.8 kg CO2-eq/kg protein in Asia, 8.2…
📚 Peer-reviewed · JournalFrontiers in Sustainable Food Systems2026#Carbon AccountingDOI
Management and production factors that determine greenhouse gas emissions in heterogeneous dairy farms in New Zealand
Erandi Kalehe Kankanamge, Thiagarajah Ramilan, Peter R. Tozer
This study explores heterogeneity in New Zealand dairy farms and identifies management and production factors associated with GHG emissions and operating profits. Using panel data from 2012-2022, it finds that total feed intake, nitrogen fe…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Cleaner Production2017#Carbon AccountingDOI
Unheated soil-grown winter vegetables in Austria: Greenhouse gas emissions and socio-economic factors of diffusion potential
Theurl M.C.
This study assesses greenhouse gas emissions from unheated soil-grown winter vegetable production in Austria and analyzes socio-economic factors influencing its diffusion. It provides insights for decarbonizing local food systems.
📚 Peer-reviewed · JournalJournal of the Association of Environmental and Resource Economists2026#Carbon AccountingDOI
From Gross to Net: Carbon Dioxide Removal in an Analytic Climate Economy
Felix Meier, Martin Quaas, Wilfried Rickels +1
This paper examines the role of carbon dioxide removal (CDR) in the transition from gross emissions to net zero using an analytic climate economy model. Key findings suggest CDR complements emission reduction efforts and enables cost-effect…
🌍 GlobalPreprintZenodo2026#Carbon AccountingDOI
Biomethane Splitting: The Hindered Carbon Removal Potential of Biohydrogen
Bulfaro, Isabella, Sánchez, Anna, Fadul, Mikel +3
This study systematically compares GHG emissions from biomethane splitting for hydrogen and solid carbon under three accounting frameworks: EU RED III, UK Low Carbon Hydrogen Standard, and ISO LCA. RED III underestimates removal potential b…
🇺🇸 USA📚 Peer-reviewed · JournalCleaner Environmental Systems2026#Carbon AccountingDOI
Estimating Facility-Level Greenhouse Gas Emissions in U.S. Hospitals with Machine Learning Imputation of Incomplete Self-Reported Data
Hao Yin, Sandrah P. Eckel, Mehak Kaur +9
This study proposes a machine learning imputation approach to estimate facility-level GHG emissions in U.S. hospitals from incomplete self-reported data. It improves data completeness and accuracy for carbon accounting.
🇺🇸 USAPreprint2026#Carbon AccountingDOI
The urban share and regional urban dynamics of global greenhouse gas emissions
Kevin Gurney, Bilal Aslam, Pawlok Dass +2
Using a new machine-learning global FFCO2 dataset (Vulcan-UrbanML), this study estimates urban share of global territorial FFCO2 emissions at 63.6-69.9% for 2022, and consumption-based urban share at 65.3-79.3%. Per capita urban emissions a…
📚 Peer-reviewed · JournalStructural Concrete2026#Carbon AccountingDOI
Integrated lifecycle cost analysis (
ILCCA
) framework for infrastructure systems
V. Heggade
This paper proposes an ILCCA framework combining lifecycle economic cost and monetized carbon cost into a unified metric. A case study of two bridge alternatives shows that concrete has lower integrated cost, but higher carbon price narrows…
🇨🇳 China📚 Peer-reviewed · JournalEuropean Journal of Soil Biology2026#Carbon AccountingDOI
Long-term nitrogen inputs reshape soil microbial communities and carbon cycling, reducing carbon emissions and enhancing soil carbon sequestration in subtropical forests
Jiyou Yuan, Yun Wang
This study investigates how long-term nitrogen inputs affect soil microbial communities and carbon cycling in subtropical forests, finding reduced carbon emissions and enhanced soil carbon sequestration, offering insights for forest managem…
🌍 Global📚 Peer-reviewed · Journal2026#Carbon AccountingDOI
Sustained Neutralization of the Warming Response to Emissions through a Portfolio of GHG Mitigation Strategies
Ella Hughes, Zeke Hausfather, Randall Spock +1
This paper proposes an accounting approach for neutralizing the warming response to emissions by combining emissions abatement and carbon dioxide removal (CDR) with varying durability. The approach translates climate impacts into a single m…
🇪🇺 Europe📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
Comparative Carbon Footprint Analysis of Sludge Management Pathways in Isolated Regions
Oliver Díaz, Enrique González, Elisabet Segredo-Morales
This study presents a comparative cradle-to-gate carbon footprint analysis of various sludge management pathways in the Canary Islands. It finds that centralized thermochemical processing, especially pyrolysis, offers the greatest decarboni…
📚 Peer-reviewed · JournalSpringer Link (Chiba Institute of Technology)2026#Carbon AccountingDOI
A Reproducible Python Framework for RA 11396 LUDIP Compliance with Building-Energy Benchmarking and Embodied-Carbon Screening
Niño Louie Boloron, Clara A. Acebes, Antonio A. Pescadera +4
This paper presents a reproducible Python framework for automating compliance with Republic Act 11396 (LUDIP) for Philippine State Universities and Colleges. It integrates building-energy benchmarking (EUI), retrofit scenario evaluation, an…
🇨🇳 China📚 Peer-reviewed · JournalRecent Advances in Computer Science and Communications2026#Carbon AccountingDOI
Evaluation of Urban Low-Carbon Economy Development Using MachineLearning and Optimization Techniques
Ning Xu, Qunwei Wang
This study proposes an Intelligent Remora Optimized Deep Recurrent Neural Network (IRO-DRNN) to evaluate low-carbon economy development using urban data from 2015-2023. The proposed model outperforms existing methods (GA-BP, ARIMA-BPNN, CSO…
🌍 GlobalPreprint2026#Carbon AccountingDOI
Opposing Carbon Dioxide Removals and emissions reductions confuses mitigation policies
Romain Pirard, Kenneth Möllersten
This paper critiques the counter-productivity of dichotomizing carbon dioxide removals and emissions reductions for mitigation policy. It identifies three flaws: economic dimensions overlooked, inconsistent methodologies in carbon crediting…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Innovation in Science and Technology (IJIST)2026#Carbon AccountingDOI
Evaluation of Industrial Greenhouse Gas Emission Pattern and Product Carbon Footprint of Adama Beverages Yola, Nigeria
ADEWUMI, Ayodele, USMAN, Abdullahi Mohammed, SOJA, Yusuf Joseph +1
This study evaluates the GHG emission pattern and product carbon footprint of a beverage factory in Nigeria. Total annual emissions are 14,286,477.58 kgCO2e, with transportation as the largest source. The CFP intensity per liter of bottled …
🇪🇺 Europe📚 Peer-reviewed · JournalCONECT International Scientific Conference of Environmental and Climate Technologies2026#Carbon AccountingDOI
Multi-Criteria Analysis for Assessing Carbon Sequestration Practices in Agriculture under the EU Certification Scheme
Ilze Luksta, Krista Laktuka, Dagnija Blumberga
This study develops a multi-criteria analysis framework to evaluate carbon farming practices under the EU Carbon Removal Certification Framework (CRCF), considering climate impact, economic viability, implementation complexity, and environm…
📚 Peer-reviewed · JournalRemote Sensing of Environment2026#Carbon AccountingDOI
Towards operational automated greenhouse gas plume detection and delineation
Brian D. Bue, Jake H. Lee, Andrew K. Thorpe +7
This paper proposes an operational automated method for detecting and delineating greenhouse gas plumes using remote sensing data. It aims to enable real-time identification of emission sources, supporting accurate quantification and rapid …
🇨🇳 China📚 Peer-reviewed · JournalEnvironmental Science & Technology2026#Carbon AccountingDOI
Tracing the Global Trade Trails of Coal-Related CO <sub>2</sub> Emissions and Environmental Health Burdens
Weidong Zhao, Yu Zhao, Lu Liu +3
This study quantifies coal-related CO2 emissions and health damages embodied in international coal trade and goods/services trade from 1992 to 2020. Coal trade contributed 45.4 Gt cumulative CO2 and 74,700 annual deaths; goods/services trad…