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.
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Carbon AccountingDOI
Research on Greenhouse Gas Emissions in the Environmental Model City Minamata
環境モデル都市水俣の温室効果ガス排出量に関する研究
(著者不明)
This study estimates and analyzes greenhouse gas emissions in Minamata City, an environmental model city in Japan. It assesses reduction potentials across sectors and provides insights for local decarbonization strategies. The findings cont…
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Carbon AccountingDOI
Development of a Greenhouse Gas Emissions Database for Japanese Listed Companies Based on Public Information
公開情報に基づく国内上場企業の温室効果ガス排出量データベースの開発
(著者不明)
This paper describes the development of a database of greenhouse gas emissions for Japanese listed companies using publicly available information. It aims to facilitate analysis of corporate emissions and promote disclosure.
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Carbon AccountingDOI
Introduction of Guidelines for Calculating and Disclosing the Contribution to Greenhouse Gas Emission Reductions by Organizations
組織の温室効果ガス排出削減貢献量の算定・開示に関するガイドラインの紹介
(著者不明)
This document introduces guidelines for calculating and disclosing the contribution to greenhouse gas emission reductions by organizations. It provides methodologies and standards for corporate carbon accounting and climate disclosure.
📚 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…
CN📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
Predicting Corporate Carbon Disclosure in China: Evidence from Interpretable Machine Learning
He Peng Yang, Norhaiza Bt. Khairudin, Danilah Salleh
This study uses 48,187 observations of Chinese A-share firms from 2012 to 2024 to develop an interpretable machine learning model predicting corporate carbon disclosure. GBDT achieves the best out-of-sample performance (R²=0.5191). Key pred…
🇪🇺 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…
PreprintInternational Journal of Supply Chain Management2025#Carbon AccountingDOI
A Study on ESG Adoption in Logistics Industry Towards a Carbon-Conscious Reporting Framework for Malaysian SMEs
Anthony Vaz, Allan Lee Sit Choy
This study investigates factors influencing ESG adoption among Malaysian logistics SMEs, focusing on carbon-conscious reporting under the Simplified ESG Disclosure Guide (SEDG). Using a survey of 156 professionals and regression analysis, i…
🌍 GlobalPreprintCrossref2025#Carbon AccountingDOI
Determinants and Consequences of Corporate Greenhouse Gas Reporting
Thomas Pioch
This dissertation examines corporate GHG reporting through four studies: data quality issues, estimation methods for missing data, effects of mandatory reporting regulations on emissions, and determinants of managers' emission reduction inv…
🌍 GlobalJournalWestern Sydney University ResearchDirect2026#Carbon AccountingDOI
Corporate net zero commitment, strategic sustainability and water management: the role of carbon accounting
Yunqian Bai
This thesis examines the critical role of carbon accounting in measuring, managing, and reporting environmental impacts, focusing on carbon emissions, water usage, and sustainability. Analyzing S&P 500 CDP data (2010-2019), it finds that lo…
🇺🇸 USAPreprint2025#Carbon AccountingDOI
Salesforce Net Zero Cloud: Transforming Carbon Accounting and ESG Reporting for Businesses
Shreyan N
Salesforce Net Zero Cloud is a cloud-based carbon accounting and ESG reporting platform that tracks Scope 1, 2, and 3 emissions, generates audit-ready reports aligned with GHG Protocol, CDP, SASB, CSRD, and TCFD, and uses AI for forecasting…