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.
Journal2025#AI × ESGDOI
Project and Supply Chain Optimization to Enhance Sustainability in AI-driven Industry 4.0: A Review of Recent Trends
Afia Saiara Akhi, Mustakim Jahan, Shamima Shammay +1
This systematic review synthesizes recent research on AI-driven optimization for sustainable project and supply chain management, covering predictive analytics, machine learning, digital twins, and multi-objective optimization. It identifie…
Peer-reviewedJournalnpj Climate Action2023#Scope 3DOI
Supply-chain data sharing for scope 3 emissions
Aurel Stenzel, Israel Waichman
This paper discusses the importance of primary data sharing along supply chains for accurate Scope 3 emissions calculation. Current estimates rely on industry averages, which are imprecise. It identifies three main obstacles: legal/regulato…
Peer-reviewed🇪🇺 EuropeJournalJournal of Industrial Ecology2021#Energy TransitionDOI
The link between product service lifetime and GHG emissions: A comparative study for different consumer products
Simon Glöser‐Chahoud, Matthias Pfaff, Frank Schultmann
This paper quantitatively assesses the relationship between product lifetime and GHG emissions for refrigerators and mobile phones. Using dynamic material flow analysis (MFA) linked with life cycle inventory (LCI) data, it simulates scenari…
Peer-reviewed🌍 GlobalJournalResearch Portal (King's College London)2025#Energy Transition
New insights into technical challenges and barriers for implementing circular strategies within the built environment
Kaewunruen, Sakdirat, Qin, Xia, Cvetkovska, Meri +4
This study analyzes technical barriers to circular economy adoption in the building sector via a multi-region survey (n=270) and literature review. It identifies interoperability of tools/data, documentation/traceability, and capability gap…
Peer-reviewedJournalRAIRO - Operations Research2024#Supply ChainDOI
Big data service investment strategy for low-carbon supply chains with reference effect
Qinpeng Wang, Guotao Wu, longfei he
This study uses differential games to analyze big data service (BDS) investment strategies in a dual-channel low-carbon supply chain, considering consumer reference effects on emission reduction levels. It finds that joint BDS investment be…
Peer-reviewed🌍 GlobalJournalBritish journal of surgery2023#Carbon AccountingDOI
Carbon footprint of laparoscopic right hemicolectomy
Aaron Taylor, Stephanie Au, Barbora Krivankova +2
This study quantifies the carbon footprint of laparoscopic right hemicolectomy (LRH) in a single hospital, analyzing four cases. Mean emissions were 22.81 kgCO2e per case, with single-use consumables manufacturing contributing 54%. It highl…
Peer-reviewed🌍 GlobalJournalEarth system science data2023#Carbon AccountingDOI
Quantifying greenhouse gas emissions from wood fuel use by households
Alessandro Flammini, Hanif Adzmir, Kevin Karl +1
This paper estimates GHG emissions from non-renewable wood fuel harvesting for household cooking, by country and globally. In 2019, annual emissions were about 745 Mt CO2 eq, with uncertainty from -63% to +64%. Increases in sub-Saharan Afri…
Peer-reviewed🌍 GlobalJournalPesquisa Agropecuária Brasileira2025#ESGDOI
Data reporting in agri-food platforms: sharing, privacy, consumer demands, and public policies
Ivan Bergier, Édson Luís Bolfe, Débora Pignatari Drucker +8
This paper analyzes challenges and opportunities for building a sustainable, secure, and transparent data-sharing environment for ESG reporting in agriculture and livestock. Using a systematic literature review and semantic network, it iden…
🇪🇺 EuropeJournal2024#Energy Transition
Energy storage and climate impacts on the future renewable European energy system
Ebbe Kyhl Gøtske
This PhD thesis uses techno-economic optimization to analyze a future sector-coupled European energy system, focusing on storage technology competitiveness, climate change impacts, and robustness to weather variability and gas supply disrup…
Peer-reviewedJournalManagement of Environmental Quality An International Journal2025#Carbon AccountingDOI
Determining the carbon footprint of Australia’s electricity, gas, water and waste services sector
Soheil Kazemian, Rashid Zaman, Behzad Foroughi +1
This study analyzes the carbon footprint of Australia's utility services sector (electricity, gas, water, waste) from 2013-2017 using input-output analysis and the IELab framework. It finds the sector accounted for 43.1% of national carbon …
Journal2023#AI × ESGDOI
Decarbonizing the Aerospace Scope 3 emissions with efficient data monitoring framework
Prathaban Durai, Jagannath Nalavade
Proposes a data monitoring framework for aerospace Scope 3 emissions using big data analytics, supporting batch and real-time inputs. Enables airlines to track emissions, set targets, and develop reduction strategies, providing insights for…
Peer-reviewed🌍 GlobalJournalJournal of Open Innovation Technology Market and Complexity2025#Carbon AccountingDOI
Blockchain-enabled carbon footprint traceability in Thailand’s organic food sector: A quintuple helix innovation approach
Aye Chan Soe, Sasichakorn Wongsaichia, Teerapong Pienwisetkaew +3
This study develops a blockchain-based traceability system integrating IoT and mobile apps to enhance carbon footprint transparency in Thailand's organic food supply chain. Using the Quintuple Helix model, it co-designs an MVP with stakehol…
Peer-reviewed🇪🇺 EuropeJournalCleaner Logistics and Supply Chain2026#Supply ChainDOI
Integrating digital product passports in sustainable logistics: a conceptual framework for AGV and AMR systems
Ali Bozkurt, Dimitri Petrik, Samed Ajdinović +2
This study investigates the integration of Digital Product Passports (DPPs) into AGV/AMR-based intralogistics systems, drawing on 15 expert interviews. It identifies three key challenges: inconsistent standardization, heterogeneous IT secur…
Peer-reviewed🇺🇸 USAJournalScholar Works (Boise State University)2020#Scope 1/2
Boise State’s Path to Carbon Neutrality: A Climate Action Plan
Morgan Brummund, J Gardner, Jen Pierce
This paper proposes a climate action plan for Boise State University to achieve carbon neutrality by 2050, focusing on Scope 1 and Scope 3 emissions with tangible deadlines and milestones. Scope 2 emissions are expected to be eliminated thr…
JournalFrontiers in artificial intelligence and applications2025#AI × ESGDOI
Agrixel. AI-Based Service Standard for Agricultural Data in Agri-Food Use Cases
Joan van Eeckhout, Miona Dimic, Cecilio Ángulo
Agrixel is a new interoperable geographic standard for agricultural data, leveraging AI and machine learning to integrate externalities like carbon footprint, energy use, and water management. It supports FAIR data principles and aims to en…
JournalProcedia Computer Science2026#Carbon AccountingDOI
Handling Authorization and Access Control for Asset Administration Shells in Dataspaces
Fabian Zink, B. Wallner, T. Trautner
This paper addresses the lack of fine-grained authorization and access control at the submodel and property level when combining Gaia-X compliant dataspaces with Asset Administration Shells (AAS). It proposes an attribute-based access contr…
Peer-reviewed🌍 GlobalJournalDOAJ (DOAJ: Directory of Open Access Journals)2026#Carbon AccountingDOI
Carbon footprint assessment for university campuses using corporate accounting and reporting standard protocol
O. Morales, N. Pardo, J.P. Gonzalez
This study assesses carbon footprints of seven campuses of Universidad Cooperativa de Colombia from 2019 to 2022 using the Corporate Accounting and Reporting Standard Protocol. It quantifies Scope 1, 2, and selected Scope 3 emissions, ident…
Peer-reviewedJournalJournal of Medical Internet Research2025#AI × ESGDOI
Carbon Reporting Practices in the NHS: Emissions and Omissions Relating to Artificial Intelligence
Duncan J. Reynolds
This paper reveals that AI-related carbon emissions are largely omitted from NHS mandatory Green Plan reporting. It identifies three gaps: lack of granularity obscuring AI workloads' energy intensity, exclusion of hardware lifecycle emissio…
Peer-reviewed🌍 GlobalJournalAnimal Frontiers2026#Energy TransitionDOI
Developing a new digital vision for rangeland grazing systems
Claire Morgan‐Davies, N.R. Lambe, John P. Holland +2
This paper presents a digital vision for rangeland grazing systems, centered on the SRUC Kirkton & Auchtertyre research farm in Scotland. It leverages IoT sensors and digital twin concepts to integrate environmental management with livestoc…
Peer-reviewed🌍 GlobalJournalNutrition Bulletin2020#OtherDOI
Championing evidence‐based nutrition science in the next decade
Judith Buttriss
This article examines the reliability of nutrition information in the social media age and discusses trends in sustainable and personalized nutrition. It notes that plant-based diets are popular due to climate concerns, but their nutritiona…