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 · JournalFrontiers in Marine Science2026#Carbon AccountingDOI
Vegetation composition and sediment texture jointly shape carbon density in China’s coastal salt marshes: implications for stratified monitoring, reporting and verification
Yan Zheng, Wenhai Lu, Zhaoyang Liu +4
Using standardized data from 361 salt marsh sites across eight coastal provinces in China, this study quantifies sediment and biomass carbon density and identifies key drivers. Vegetation type (Spartina vs. Phragmites vs. bulrush/sedge) is …
📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
A Framework for Integrating Carbon Accounting Standards into Decision Support Structures in Logistics
A. Ifrim, Constantin-Adrian Popescu, C. Silvestru +2
This paper proposes a methodological framework for integrating carbon accounting standards (GHG Protocol, ISO 14064) into decision support structures in logistics. It formalizes emissions inventories, reporting requirements, and verificatio…
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…
📚 Peer-reviewed · JournalJurnal Riset Ilmu Akuntansi2026#Carbon AccountingDOI
PERKEMBANGAN DAN TANTANGAN IMPLEMENTASI AKUNTANSI KARBON DI INDONESIA
Emilia Pupsitsari, A. Nawangsari
This paper identifies the causes of low quality and inconsistency in carbon accounting in Indonesia: absence of national standards, limited technical capacity, and insufficient digital infrastructure. A systematic literature review of 2019-…
Conference2026 International Conference on AI-Driven Smart Systems and Ubiquitous Computing (ICAUC)2026#Carbon AccountingDOI
AI-Driven Carbon Footprint & ESG Reporting Platform
N. Giridharan, Dhayanithi V, S. S +1
This paper presents an AI-based platform that integrates diverse organizational data (energy, commuting, supply chain) to automate carbon footprint measurement and ESG reporting. Using AI for validation and estimation, it achieves higher re…
🌍 Global2026#Carbon AccountingDOI
A Blueprint for MRV: How Countries can Build OGMP 2.0-Aligned Reporting into MRV Methane Regulations
(著者不明)
This paper provides policymakers with a blueprint for integrating OGMP 2.0-aligned methane reporting into regulatory MRV frameworks. It leverages the UNEP IMEO's leading MRV standard for the oil and gas industry, offering step-by-step guida…
📚 Peer-reviewed · JournalCommunications Sustainability2026#Carbon AccountingDOI
Between 2010 and 2021, global emissions from digital technologies were largely obscured in greenhouse gas emission accounting standards
Janna Axenbeck, S. Kunkel, Joris Blain +1
This study reveals that global emissions from digital technologies between 2010 and 2021 were largely obscured in greenhouse gas emission accounting standards. It highlights the inadequacy of current carbon accounting frameworks in capturin…
🇺🇸 USA📚 Peer-reviewed · JournalEnvironmental Research Letters2026#Carbon AccountingDOI
Assessing the accuracy of the climate trace global vehicular CO2 emissions
K. R. Gurney, Bilal Aslam, P. Dass
Climate Trace is an AI-based dataset for roadway-scale GHG emissions. This study compares its onroad CO2 emissions estimates for U.S. urban areas with the Vulcan Project's estimates, finding a mean relative difference of 69.9%. Biases in th…
📚 Peer-reviewed · JournalInternational Journal of Science Strategic Management and Technology2026#Carbon AccountingDOI
AI-Enabled Smart Carbon Farming System for Climate-Positive Agriculture
Kailash Chand Choudhary, Sakshi Rajput, Atul Choudhary +3
Agriculture accounts for about 23% of global GHG emissions, primarily from CO2, methane, and nitrous oxide. This paper proposes an AI-enabled smart carbon farming system to achieve climate-positive agriculture by optimizing carbon sequestra…
🌍 Global📚 Peer-reviewed · JournalNature Sustainability2026#Carbon AccountingDOI
Decades of increased emissions from forest-fuelled BECCS
Timothy D. Searchinger, Liqing Peng, Daniela Russi +1
This paper suggests that BECCS using forest biomass may lead to decades of net emission increases due to carbon debt, undermining near-term climate targets. It challenges the assumption that forest-based BECCS provides immediate climate ben…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Industrial Ecology2026#Carbon AccountingDOI
Carbon flow map: a substance flow analysis of carbon in the Dutch economy
Juraj Petrík, Gert Jan Kramer, Vivian Tunn +1
This paper presents a novel macro-level carbon flow mapping method using national accounts data, applied to the Netherlands with 11 product categories and 12 transformation sectors. Results show heavy reliance on carbon imports/exports and …
📚 Peer-reviewed · JournalDiscover Public Health2026#Carbon AccountingDOI
Carbon footprint trends and cost-emission dynamics of a Saudi tertiary hospital
Hamza Alhamza, Zindzi Kwavayi, Abdulkarim B Sayed +4
This study conducts a monthly hybrid carbon footprint assessment for a 511-bed Saudi hospital, finding 2023 emissions of 41.76 kt CO₂e with near parity between Scope 2 (49.13%) and Scope 3 (48.55%). Summer electricity peaks from cooling dem…
🇪🇺 EuropePreprintZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Beyond Carbon Accounting — The Biophysical Climate Function of Tropical Forests (Policy Paper, DE + EN)
Jörg Mayer
This policy paper challenges the carbon-centric view of climate interventions by distinguishing the biophysical cooling function of forests (evapotranspiration, BVOCs, cloud formation) from CO₂ sequestration in croplands via mycorrhizal fun…
CN📚 Peer-reviewed · Journal2026#Carbon AccountingDOI
Precise accounting models and applications for grid carbon emission factors under the carbon peaking and carbon neutrality goals
Wen Zhao, Xiaolong Zhang, Hengzi Huang +1
This paper proposes an improved calculation model for grid carbon emission factors, addressing limitations of the emission factor approach. It incorporates spatial, temporal, and mechanistic optimizations, and provides formulas for deductin…
PreprintCrossref2025#Carbon AccountingDOI
PADV–NTCC–ESG Integrated Methodology White Paper v2.0
Anderson Yu
This white paper presents the PADV-NTCC methodology, a non-tradable verification architecture converting verified behavioral data into audit-ready carbon and ESG metrics. Using the Four-Ring Model, it generates Non-Tradable Carbon Records (…
DatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
THE ECONOMIC COST OF THE DIGITAL CARBON FOOTPRINT: EVALUATING THE ENVIRONMENTAL SUSTAINABILITY OF THE DIGITAL ECONOMY
Nurmatov Samandar
This paper assesses the economic cost of greenhouse gas emissions from digital infrastructure including data centers, networks, consumer devices, blockchain, and AI. Using energy consumption data and social cost of carbon estimates, it valu…