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🇪🇺 EuropeJournalInternational Journal of Academic Research in Business and Social Sciences2026#Carbon AccountingDOI
Causal Allocation and Hierarchical Virtual Metering for Product Carbon Footprint Accounting in Shared-Line Textile Manufacturing
Xuefei Fang, Xiaoya Chen
Shared-line textile manufacturing often lacks product-level energy and material data, complicating product carbon footprint accounting. This study proposes causal allocation and hierarchical virtual metering that separates directly attribut…
Peer-reviewed🇯🇵 JapanJournal2026#Carbon AccountingDOI
Carbon Emission Calculation in Hemodialysis Patients Using a Carbon Footprint Calculator: A Multicenter Observational Study
VAMSHI KRISHNA, Manjusha Yadla, P. Srinivas
Multicenter observational study estimating patient-level carbon emissions from maintenance hemodialysis across 18 centers in Telangana, India (489 patients; 156,264 sessions) using the CarbonClick calculator. Total footprint was 1121.7 t CO…
Peer-reviewed🇺🇸 USAJournalClimate Policy2020#Carbon AccountingDOI
Managing uncertainty in carbon offsets: insights from California’s standardized approach
Haya B.
This paper examines how California's standardized approach to carbon offsets manages uncertainty around additionality, permanence, and double counting. It offers lessons for designing credible offset markets and carbon accounting infrastruc…
Peer-reviewedJournalEnergies2026#Carbon AccountingDOI
Incorporating Carbon-Related Costs into Production Decisions in the Fastener Industry Under the Net-Zero Transition
Tsai W.H.
This study examines how carbon-related costs can be integrated into production decisions in the fastener industry under the net-zero transition. It offers a practical framework for embedding carbon pricing and emissions costs into manufactu…
Peer-reviewedCNJournalIEEE Transactions on Cognitive Communications and Networking2026#Carbon AccountingDOI
A Carbon-Tracking Resource Trading Mechanism Based on Hierarchical Game in Green Computing Power Networks
Renchao Xie, Shuo Li, Qinqin Tang +4
This paper proposes a carbon-tracking hierarchical trading mechanism for green Computing Power Networks (CPNs) supporting LLMs. It formulates a three-stage Stackelberg game among consumers, resource providers, and Energy Supply Points, prov…
Peer-reviewed🇨🇳 ChinaJournalProceeding Humanities Education and Social Sciences2026#Carbon AccountingDOI
Research on the transformation mechanism of carbon sequestration benefits of the digital economy in the wetlands around dongting lake under high–quality development: a case study of the dongting lake wetland reserve
Yuting Zhao, Yue Zhao, Weiqi Duan +1
Using 2005–2022 panel data from three cities around Dongting Lake Wetland Reserve, this study applies OLS regression to examine how the digital economy affects carbon emissions, energy structure, and carbon sequestration. It finds the digit…
🇪🇺 EuropeJournal2026#Carbon AccountingDOI
Comment on essd-2026-454
Simone Rossi, Clément Bourgoin, Joana Melo +8
This work fills a critical gap in the EDGAR database by providing new global, country-level LULUCF estimates for carbon stock changes in managed Forest Land and Deforestation. Using an IPCC Tier 1 gain-loss approach with Earth Observation d…
Peer-reviewed🇪🇺 EuropeJournalApplied Sciences2026#Carbon AccountingDOI
Paired 0–20 cm Topsoil Organic Carbon Concentration and Stock Changes and an IPCC Tier 1 Accounting Benchmark in Commercial Cropland
Žygimantas Kidikas, Gediminas Zdanavičius, Vilma Naujokienė
Paired topsoil (0–20 cm) SOC measurements on a 528 ha Lithuanian commercial farm showed declining concentration (3.003%→2.866%) and stock (−5.05 Mg C ha−1) over 2023–2025. IPCC Tier 1 accounting instead predicted gains, but for 0–30 cm over…
Preprint🇪🇺 EuropeZenodo2026#Carbon AccountingDOI
Replication package: The Scope 1 Bias in Industrial Emission Decomposition — Extended LMDI Scope 1+2 engine, Poland 2008–2022
Dominiak, Adam, Rusowicz, Artur
This replication package provides an extended LMDI-I engine that decomposes industrial emissions into Scope 1 and Scope 2, correcting the bias from Scope 1-only analyses. Using Polish data (2008–2022), it integrates electricity consumption …
Peer-reviewedJournalGlobal Change Biology2020#Carbon AccountingDOI
How to measure, report and verify soil carbon change to realize the potential of soil carbon sequestration for atmospheric greenhouse gas removal
Smith P.
This paper examines methods to measure, report and verify (MRV) soil carbon change, aiming to unlock soil carbon sequestration as a pathway for atmospheric GHG removal. It addresses standardization, accuracy and practical challenges of soil…
Peer-reviewedJournalMine Water and the Environment2015#Carbon AccountingDOI
Emergy and Carbon Footprint Analysis of the Construction of Passive and Active Treatment Systems for Net Alkaline Mine Drainage
Winfrey B.K.
This study compares passive and active treatment systems for net alkaline mine drainage using emergy analysis and carbon footprinting. It quantifies construction-phase resource inputs and environmental burdens, highlighting decarbonization …
Peer-reviewedJournalScience of the Total Environment2024#Carbon AccountingDOI
Modeling greenhouse gas emissions from biological wastewater treatment process with experimental verification: A case study of paper mill
Han J.
This study models greenhouse gas emissions from a biological wastewater treatment process at a paper mill and verifies the model experimentally. It offers a method to quantify process-derived GHG (e.g., CH4, N2O), supporting facility-level …
Peer-reviewedConferenceAcademy of Management Annual Meeting Proceedings2020#Carbon AccountingDOI
Return on carbon: Profits and social costs of greenhouse gas emissions
Fairchild A.O.
This study examines the financial returns firms earn from greenhouse gas emissions alongside the associated social costs. Framing this as a 'return on carbon,' it contrasts private profitability with climate externalities. It offers foundat…
Peer-reviewedConferenceProceedings of the Annual Offshore Technology Conference2023#Carbon AccountingDOI
Novel Carbon Reduction Calculations for Fracturing Completions Using Sleeves and Darts
Watkins T.
This work proposes a novel method for calculating carbon emission reductions in fracturing completions using sleeve-and-dart systems. It contributes by quantifying GHG emissions at the well completion stage relative to conventional plug-and…
Peer-reviewedJournalE3S Web of Conferences2026#Carbon AccountingDOI
Lifecycle Carbon Footprint Comparison of Two Abutment Construction Approaches: A Case Study
Yang Yang, Chao Xu, Ming-Ming Chen +2
This study compares the cradle-to-completion carbon footprint of a geosynthetic reinforced soil-integrated bridge system (GRS-IBS) against a conventional column-supported abutment on the same expressway. Using the emission factor method, GR…
Peer-reviewedJournalJournal of the American Academy of Dermatology2026#Carbon AccountingDOI
Manufacturing-Associated Carbon Footprints Vary Across Novel Systemic Therapies for Atopic Dermatitis
Alondra Soto-Gonzalez, Emily W. Chu, Eva Rawlings Parker +2
This study compares manufacturing-associated carbon footprints across novel systemic therapies for atopic dermatitis. It suggests that treatment choice within the same disease area can drive different manufacturing-stage emissions, highligh…
Peer-reviewedJournalInternational Journal of Forestry and Ecosystem2026#Carbon AccountingDOI
Carbon in the Canopy: An Aboveground Carbon Stock Assessment Using Remote Sensing and Forest Inventory Data of Reforested Sites in The City of Koronadal
Krizzel Jan A. Batislaon, Keth Lorenz Corre, Riz Jorich Franco +5
This study estimates aboveground carbon stocks in three reforested barangays of Koronadal City, Philippines, combining field forest inventory (DBH, height, wood density) with Landsat 9 NDVI analysis. Mahogany-dominated sites showed higher b…
🌍 GlobalJournal2026#Carbon AccountingDOI
Contribution of Plastics and Microplastics in the Global Carbon Economy: A Link Between Green Economy and Carbon Footprint
Janki Govani, Amrita Ganguly, Rajat Govani
This chapter outlines the carbon lifecycle of plastics and microplastics and their link to carbon footprint and the green economy. It reviews carbon lifecycle accounting frameworks, end-of-life strategies, and policy instruments such as EPR…
Peer-reviewedJournalEcohydrology & Hydrobiology2026#Carbon AccountingDOI
AI-based spatial prediction of mangrove soil organic carbon and blue-carbon storage for sustainable tropical coastal wetlands
Ismail Mondal, SK Ariful Hossain, Sajad Ali +3
This study applies AI to spatially predict mangrove soil organic carbon and blue-carbon storage in tropical coastal wetlands. It offers a scalable, data-driven basis for identifying conservation and restoration priorities, supporting blue-c…
Peer-reviewed🇨🇳 ChinaJournalEngineering Research Express2026#Carbon AccountingDOI
A Carbon-Responsibility-Oriented Source-Load Coordinated Low-Carbon Dispatch Framework for Integrated Energy Systems with Dynamic Hydrogen Blending
Feng Ren, Tiantian Wei
This study develops a source-temporal carbon-accounting method for an electricity-heat-gas-hydrogen integrated energy system, using nodal carbon intensity (NCI) in iterative source-load coordination. Electrolytic hydrogen inherits the carbo…
