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🇪🇺 EuropeJournalAccounting and Auditing2026#AI × ESGDOI
Artificial Intelligence in Sustainability Assurance: Accounting Challenges, Audit Risks and a Conceptual Framework for ESG Verification
Radosveta Krasteva-Hristova, Vanya Georgieva
This conceptual paper systematically examines AI's role in sustainability assurance, identifying five value-adding domains: evidence extraction, criteria mapping, anomaly/greenwashing screening, external-data triangulation, and documentatio…
Peer-reviewed🌍 GlobalJournalMarine Science and Technology Bulletin2026#Energy TransitionDOI
An interval-valued Pythagorean fuzzy set-based multi-criteria decision-making model for evaluating decarbonization criteria in maritime transport
Muhammed Turğut, İpek GÜRSOY
This study evaluates decarbonization criteria in maritime transport using Interval-Valued Pythagorean Fuzzy AHP. Based on five experts' judgments, low-carbon equipment, shore power, emissions measurement/reporting, fleet modernization, and …
Peer-reviewedJournalJurnal Aplikasi Pelayaran dan Kepelabuhanan2026#Energy TransitionDOI
Reconstructing Maritime Human Resource Management Strategies in Response to Digitalization, Decarbonization, Automation, and Evolving Seafarer Competencies
Sugeng Marsudi, Dyah Agustin Widhi Yanti, Supangat Supangat
This study analyzes human capital resilience in the maritime industry to reconstruct HRM strategies for digitalization, decarbonization, and automation. Based on interviews with 30 informants, it identifies four key dimensions: digital adap…
Peer-reviewedJournalSuranaree Journal of Science and Technology2026#Energy EfficiencyDOI
AN APPROACH TO PRODUCTION SCHEDULING FOR REDUCING CARBON FOOTPRINT IN AN AGRICULTURAL TRANSPORT VEHICLE MANUFACTURING COMPANY: A CASE STUDY IN UTTARADIT PROVINCE
Chatchaphon Ketviriyakit, Adul Phuk-in
This study develops a mathematical model for production scheduling at an agricultural vehicle manufacturer in Thailand, aiming to minimize makespan and product carbon footprint (CFP). Using a local search heuristic, the model was validated …
Peer-reviewed🇪🇺 EuropeJournalPubMed2026#Carbon AccountingDOI
Carbon Footprint of Outpatient Cataract Surgery in Germany: Multicentre Analysis of Emission Sources, Variability, and Opportunities for Transparent Reporting.
Franka Wehrle, Hansjürgen Thomas Agostini, Karl Ulrich Bartz-Schmidt +15
This multicentre study quantified the carbon footprint of outpatient cataract surgery across ten German centres, finding an average of 14.09 kg CO2e per procedure. Disposable materials and sterilization dominate emissions, with significant …
🌍 GlobalJournalFrontiers in Climate2026#Carbon AccountingDOI
The carbon footprint of the tea agrifood system in the context of SDG 13 (climate action): a systematic literature review
Ally Mkumbukiy, Erick Mayani, Magreth Katole +1
This systematic review of 60 articles examines the carbon footprint of tea agrifood systems, identifying electricity and energy as primary emission sources, followed by fertilizer overuse and coal/firewood in processing. Consumption account…
Peer-reviewed🇪🇺 EuropeJournalUtrecht University Repository (Utrecht University)2026#Carbon Accounting
Toward a sustainable TV industry: Measuring the carbon footprint across the entire production life cycle
Francisca Nunes de Almeida Martins, Javanshir Fouladvand, Biobased Economy
Develops an open-source carbon calculator for TV production life cycles, applied to Dutch programs. Finds emissions range 251-374 tCO2e per season, with production and distribution as hotspots. Scenario modeling shows 13% reduction potentia…
PreprintarXiv (Cornell University)2026#AI × ESGDOI
GreenBench: Benchmarking Energy Efficiency and Carbon Footprint of Open-Source LLM Inference on Apple Silicon
Rajeswari Kannan, Raj Firke, Shreya Bengle +1
This paper presents GreenBench, a benchmarking framework to evaluate energy efficiency and carbon footprint of open-source LLM inference on Apple Silicon. Measurements show 30-40x better energy efficiency per token than datacenter GPUs for …
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Carbon AccountingDOI
Greener Websites: A Digital Carbon Footprint Audit of Higher Education Homepages Across the UNITA Alliance
Victor-Alexandru Briciu, Elia Zinger, Christian Gabriel Strempel +1
This study audits the carbon footprints of 12 UNITA alliance university homepages using the Website Carbon Calculator. Emissions range from 0.08 to 2.38 g CO2e per page view, with grades from B to F. Five institutions use green hosting. Rep…
JournalBENTHAM SCIENCE PUBLISHERS eBooks2026#AI × ESGDOI
Artificial Intelligence to Mitigate Carbon Footprint: High-Performance Computing Synergies on the Way to Net-Zero
Sheetal Thapa, Asha Rani N R
This chapter reviews AI's role in reducing carbon footprints, covering real-time emissions monitoring, predictive modeling, and sustainable decision-making. It presents case studies (Google data centers, IBM Green Horizon, Climate TRACE) an…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#PolicyDOI
Multidimensional Inequality of CO2 and Air Pollutant Footprints in China under Dual-Carbon Policy
Ruifei Li, Luo Yu, Xu Zhu +6
This study quantifies inequality in individual CO2 and air pollutant footprints in China from 2020-2060 under the dual-carbon policy. It finds that over 90% of inequality is intraprovincial, with top emitters' footprints driven by investmen…
Peer-reviewedJournalSustainability2026#Carbon AccountingDOI
Upfront Carbon Footprint of Deep Microtunneling Vertical Nodes in Hualien Gravel Strata
Wen-Sheng Ou, Yu-Sheng Chang
This study develops an EN 15804-based upfront carbon (A1-A5) assessment model for deep microtunneling vertical nodes in Hualien, Taiwan, under deep excavation and hard gravel strata. Empirical results show construction energy (A5) contribut…
Peer-reviewed🇨🇳 ChinaJournalJournal of Analytical and Applied Pyrolysis2026#HydrogenDOI
Catalytic co-pyrolysis of furfural residue and waste plastic for sustainable hydrogen and carbon nanotubes production through regulating the carbon precursor components
Junhao Hu, Yang Du, Huijuan Tian +7
This study proposes catalytic co-pyrolysis of furfural residue and waste plastic to simultaneously produce hydrogen and carbon nanotubes (CNTs). By regulating carbon precursor components, the yields and quality of products can be optimized.…
Peer-reviewed🌍 GlobalJournalHumanities and Social Sciences Letters2026#Climate ScienceDOI
The dynamics of urban growth rate on carbon footprints in the SADC
Simon Osiregbemhe Ilogho, Heinz Eckart Klingelhöfer
This study analyzes the impact of urban growth rates on per capita carbon emissions across 13 SADC countries from 2002 to 2022. Using panel EGLS with three urban growth proxies, the results show negligible effects, suggesting urban expansio…
Peer-reviewedJournalCellulose Chemistry and Technology2026#OtherDOI
UPCYCLING WASTE COTTON INTO CARBON REINFORCEMENTS FOR EPOXY COMPOSITES
MUHAMMAD AWAIS, MUHAMMAD MOHSIN, AAMER KHAN +1
This paper introduces a circular-economy approach to convert waste cotton fabric into carbon materials via pyrolysis and evaluates their use as reinforcements in epoxy composites. SEM and Raman spectroscopy confirmed that the semi-graphitic…
Peer-reviewed🌍 GlobalJournalNatural sciences education2026#OtherDOI
Decomponology : A board game for understanding soil carbon dynamics
Priscila Pinto, Bruno Bazzoni, Paula Berenstecher +8
Introduces Decomponology, an educational board game that translates soil carbon dynamics into a tangible, participatory framework. Players move carbon tokens among organic matter pools, encountering probabilistic decomposition pathways and …
DatasetNRCT Data Center2026#Carbon AccountingDOI
ผลกระทบของการเปดเผยขอมล carbon accounting ตอผลการดำเนนงานของบรษทในตลาดหลกทรพยแหงประเทศไทย (SET): กรณศกษาบรษทในกลมอตสาหกรรมหนก
ปิยะฉัตร ศรีชมภู
This study empirically analyzes the impact of carbon accounting disclosure on firm performance (ROA and Tobin's Q) using panel data from Thai heavy industry firms listed on the SET from 2022 to 2024. Disclosure levels were assessed via dich…
DatasetFigshare2026#AI × ESGDOI
Carbon emission factor coefficient of transportation construction
Rui Zhao, WenXuan Sun, Xiao Zhou +3
This study constructs a standardized, traceable global carbon emission factor database for road construction. It leverages large language models to extract key data from unstructured documents, ensuring reliability through manual verificati…
🇨🇳 ChinaJournalPubMed2026#Energy TransitionDOI
[Factors Decomposition and Carbon Reduction Potential of Domestic Waste Carbon Emission in the Yangtze River Economic Belt at the Urban Scale].
Yu-Zhu Chen, Ming Gao
Using panel data from 111 cities in the Yangtze River Economic Belt, this study estimates carbon emissions from domestic waste, decomposes influencing factors by city type, and predicts reduction potential using BP neural networks and scena…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#CCUSDOI
Small Suspended Particulate Organic Carbon from Kelp Farming: A Neglected Pathway for Microbially Persistent Carbon Retention
Hongmei Li, Xiuting Feng, Shengkang Liang +6
Seaweed farming is gaining attention for ocean CO2 removal, but the fate of small suspended particulate organic carbon (sPOC) released during growth is poorly understood. Field observations and incubation experiments in a Chinese kelp farmi…