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.
Preprint🇺🇸 USAPreprints.org2024#Energy EfficiencyDOI
Challenges That Impact the Development of a Multi-generational Low-Carbon Passive House in a Small City
Hanan Wehbi, Tahar Massadi
This qualitative case study identifies technical, managerial, regulatory, and supply-chain barriers encountered during the pre-construction phase of a three-story Passive House in Fayetteville, Arkansas. Interviews and observation reveal th…
🇪🇺 EuropeJournal2023#Carbon AccountingDOI
Trustworthy Supply Chain Exchange for Product Carbon Footprint
Saad Bin Shams, Andreas Kind, Florian Ansgar Jaeger +4
This paper presents TSX, a trustworthy supply chain exchange for product carbon footprint (PCF) sharing. Using AnonCreds verifiable credentials with selective disclosure and blockchain, it enables dynamic, authentic, and integrity-protected…
🇪🇺 EuropeJournalTUbilio (Technical University of Darmstadt)2020#Carbon AccountingDOI
Carbon Budget Compliance: A life-cycle-based model for carbon emissions of automotive Original Equipment Manufacturers
Mara Neef
This study develops the Carbon Budget Compliance (CBC) method, a life-cycle-based model for automotive OEMs to forecast absolute CO2 emissions and assess carbon budget alignment. Applied to Volkswagen, it analyzes the leverage of renewable …
🌍 GlobalJournalIOP Conference Series Materials Science and Engineering2022#Supply ChainDOI
Greenhouse Gas Emissions of Global Construction Industries
Robert H. Crawford
Using multi-regional input-output analysis and structural path analysis on EXIOBASE3, this study assesses embodied GHG emissions of construction sectors in 44 countries. Emissions intensity varies widely (0.165–2.05 kgCO2e/Euro), with concr…
Peer-reviewed🇨🇳 ChinaJournalBusiness Strategy and the Environment2023#Supply ChainDOI
Can blockchain technologies enhance environmental sustainable development goals performance in manufacturing firms? Potential mediation of green supply chain management practices
Amin Jan, Anas A. Salameh, Haseeb Ur Rahman +1
This conceptual paper examines whether blockchain can enhance environmental SDG performance in manufacturing firms by enabling a shift to green supply chain management. It proposes a framework with propositions for future empirical testing …
Peer-reviewed🇺🇸 USAJournalNature Climate Change2025#Carbon AccountingDOI
The carbon hoofprint of cities is shaped by geography and production in the livestock supply chain
Benjamin Goldstein, Rylie E. O. Pelton, Dimitrios Gounaridis +3
This study quantifies and maps GHG emissions from beef, chicken, and pork consumption ('carbon hoofprint') for all 3,531 U.S. cities using supply chain models and spatial carbon accounting. Total emissions are 329 MtCO2e, with per-capita fo…
🌍 GlobalJournalSpringer series in supply chain management2024#Supply ChainDOI
Carbon Footprinting in Supply Chains: Measurement, Reporting, and Disclosure
Tasseda Boukherroub, Yann Bouchery, Tarkan Tan +2
This paper examines carbon footprinting across supply chains, covering measurement methodologies, reporting standards, and disclosure practices. It addresses challenges in Scope 3 accounting and offers insights for corporate sustainability …
Peer-reviewed🇪🇺 EuropeJournalJournal of Cleaner Production2025#ESGDOI
Primary data share indicator for social life cycle assessment
Lindsey Roche, Peter Holzapfel, Matthias Finkbeiner
This study extends the primary data share (PDS) indicator from product carbon footprinting to social LCA, proposing three data specificity indicators (PDS, site-specific, and company-specific). Applied to lithium production in Chile, the fo…
Peer-reviewed🇨🇳 ChinaJournalThe International Journal of Logistics Management2024#Supply ChainDOI
Does digital transformation foster carbon emissions reduction? Evidence from China’s manufacturing supply chain
Ying Xu, Fu Jia, Lujie Chen +1
Using panel data of 454 Chinese listed manufacturing firms (2010-2021), this study shows digital transformation (DT) promotes carbon emissions reduction (CER). The positive effect is stronger under high supplier/customer concentration but w…
Peer-reviewed🇪🇺 EuropeJournalAnimal Frontiers2018#OtherDOI
Livestock and climate change: impact of livestock on climate and mitigation strategies
Giampiero Grossi, Pietro Goglio, Andrea Vitali +1
Livestock accounts for ~14.5% of global GHG emissions, mainly methane and nitrous oxide. This review identifies emission sources and evaluates mitigation strategies such as feed management, herd efficiency, and manure handling, emphasizing …
Peer-reviewedJournalEnvironmental Research Letters2020#AI × ESGDOI
A two-stage clustering approach to investigate lifestyle carbon footprints in two Australian cities
Andreas Froemelt, Thomas Wiedmann
This study employs a two-stage clustering approach (Self-Organising Map and Ward clustering) to analyze household consumption patterns and lifestyle carbon footprints in Sydney and Melbourne. By combining expenditure data with socio-economi…
Peer-reviewed🇪🇺 EuropeJournalEcological Indicators2024#Carbon AccountingDOI
The primary data share indicator for supply chain specificity in product carbon footprinting
Peter Holzapfel, Vanessa Bach, Florian Ansgar Jaeger +1
This paper provides the first systematic analysis of the primary data share (PDS) indicator for product carbon footprint specificity. It compares definitions from Pathfinder, Catena-X, and Together for Sustainability, highlighting challenge…
Peer-reviewed🇪🇺 EuropeJournalElectronic Markets2025#Carbon AccountingDOI
Bridging carbon data’s organizational boundaries: toward automated data sharing in sustainable supply chains
Tobias Ströher, Marc-Fabian Körner, Felix Paetzold +1
This paper proposes a framework for automated data sharing to extend carbon accounting beyond organizational boundaries, addressing the Scope 3 emissions gap. It highlights that upstream Scope 3 emissions can account for up to 80% of total …
Peer-reviewed🇪🇺 EuropeJournalRenewable and Sustainable Energy Reviews2018#Scope 3DOI
Carbon footprint calculation in telecommunications companies – The importance and relevance of scope 3 greenhouse gases emissions
Gregor Radonjič, Saša Tompa
This paper examines carbon footprint calculation in telecommunications companies, emphasizing the importance and relevance of Scope 3 emissions. It discusses the complexities of measuring supply chain and customer-related emissions, arguing…
Peer-reviewed🇪🇺 EuropeJournalnpj Climate Action2025#Scope 3DOI
Scope 3 emission reporting and the EU Data Act: removing barriers for primary data sharing along the supply chain
Israel Waichman, Matthias Niebuhr, Aurel Stenzel
This paper examines how the EU Data Act can remove barriers to primary data sharing for Scope 3 emission reporting. Unlocking primary emission data stored in industrial assets would increase transparency and accountability, and move toward …
Peer-reviewed🇪🇺 EuropeJournalEcological Economics2021#Carbon AccountingDOI
The association between the carbon footprint and the socio-economic characteristics of Belgian households
Petra Zsuzsa Lévay, Josefine Vanhille, Tim Goedemé +1
This study empirically examines how Belgian households' carbon footprints vary with socio-economic characteristics such as income and household composition, providing evidence for distributional analysis and equitable climate policy design.
Peer-reviewed🌍 GlobalJournalDo Business and Trade Facilitation Journal2025#PolicyDOI
Digital Leviathan or Green Catalyst? Deconstructing the Mechanisms, Paradoxes, and Governance of the Global Green Trade Transformation
Chi FAN
This paper analyzes how digital technologies shape global green trade through a three-dimensional framework of production, distribution, and market/governance. It argues that AI, blockchain, and IoT act as catalysts for green innovation and…
Peer-reviewedJournalIEEE Access2026#Energy EfficiencyDOI
Enhancing Industrial Decarbonization Through Standardized Data Interoperability and PPO-Based DRL Multi-Energy Scheduling
Seon Hyeog Kim
This paper proposes a standardized data interoperability framework (ANSI/ASHRAE 201) combined with PPO-based deep reinforcement learning to jointly optimize electricity and heat in lithium-ion battery manufacturing. Real-world data shows an…
Peer-reviewedJournalJournal of Pharmacy Practice and Research2022#OtherDOI
<i>Pharmacy Forecast Australia 2022</i>: key findings
Russell Levy
This annual strategic forecast for Australian hospital pharmacy (2022-2027) is based on a 96-expert panel survey across six themes including environmental sustainability. It predicts pharmacy departments will adopt carbon footprint reductio…
Peer-reviewed🇪🇺 EuropeJournalZeitschrift für wirtschaftlichen Fabrikbetrieb2025#AI × ESGDOI
Sustainable Product Development and Production with AI and Knowledge Graphs
Svenja Hauck, Lucas Greif
This article reviews the role of knowledge graphs and AI in sustainability assessment, enabling comparison of environmental impacts during product development. A case study demonstrates carbon footprint analysis using these technologies, hi…