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.
Journal2024#Supply ChainDOI
The Manufacturing Sector in Mauritius: Building Supply Chain Resilience and Business Value With Artificial Intelligence
Satyadev Rosunee, Roshan Unmar
This chapter discusses opportunities and hurdles of adopting AI and digital technologies in supply chain management for export-oriented manufacturing in Mauritius. It highlights how AI can enhance resilience, reduce greenhouse gas emissions…
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of Production Economics2025#Carbon PricingDOI
Impact of carbon quota allocation on outsourced remanufacturing supply chain: Designing a coordination mechanism
Xiqiang Xia, J. G. Chen, Kannan Govindan
This study uses game-theoretic models to analyze how different carbon quota allocation methods (grandfathering vs. benchmarking) affect OEMs' outsourcing remanufacturing decisions and remanufacturers' operations. Grandfathering promotes rem…
Peer-reviewed🇺🇸 USAJournalFrontiers in Forests and Global Change2021#Energy TransitionDOI
When Biomass Electricity Demand Prompts Thinnings in Southern US Pine Plantations: A Forest Sector Greenhouse Gas Emissions Case Study
Thomas Buchholz, John Gunn, Benktesh D. Sharma
This study conducts a life cycle assessment of wood pellets from southern US pine plantations for UK electricity, incorporating thinning-induced forest carbon stock changes. It finds GHG emission parity exceeds 40 years, even with high sawm…
Peer-reviewedJournalInternational Journal of Retail & Distribution Management2023#Supply ChainDOI
Predictable inventory management within dairy supply chain operations
Rosario Huerta-Soto, Edwin Ramirez-Asís, John Tarazona Jiménez +4
This study systematically reviews the application of machine learning (ML) to inventory management in dairy supply chains (DSC), showing that AI/ML methods are increasingly replacing traditional mathematical modeling. It emphasizes cost red…
Peer-reviewed🌍 GlobalJournalAnimal Frontiers2020#OtherDOI
Why Does Animal-Based Food Loss and Waste Matter?
Brian Lipinski
This article discusses the importance of animal-based food loss and waste. Although small in volume, its environmental impact is significant, contributing to 8% of global GHG emissions. Companies are urged to measure and reduce losses acros…
Peer-reviewed🇺🇸 USAJournalJournal of the Society for Cardiovascular Angiography & Interventions2022#Scope 3DOI
Reducing Cath Lab’s Carbon Footprint: Is It Time, and Can It Be Done?
Bina Ahmed
This paper discusses the need and methods for reducing carbon emissions in cardiac catheterization laboratories in the US. Healthcare accounts for 4.4% of global GHG emissions, with supply chains contributing 80%. It proposes measuring and …
Peer-reviewed🌍 GlobalJournalEuropean Heart Journal2022#Scope 3DOI
Climate change and healthcare organizations: a call to arms
Yasaswini Iyer, Skanda Moorthy, Sadeer Al‐Kindi +1
This article argues that healthcare organizations (HCOs) should lead climate action, as the sector contributes 4.4% of global CO2 emissions, with 71% from Scope 3. It recommends reducing Scope 1 emissions from operating rooms and anesthetic…
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of High Speed Electronics and Systems2024#Energy TransitionDOI
Research on Low-Carbon Site Selection Decision Model and Algorithm for Green Logistics
Hui Wang
This study proposes a low-carbon site selection decision model and algorithm for green logistics, aiming to minimize carbon emissions while optimizing distribution networks. Integrating geographic, environmental, and operational data, the m…
Peer-reviewed🌍 GlobalJournalAnimal Frontiers2021#Energy TransitionDOI
Opportunities for precision livestock management in the face of climate change: a focus on extensive systems
Thomas Williams, Cara Wilson, Peter Wynn +1
This paper reviews the potential of precision livestock management (PLM) technologies in extensive livestock systems to adapt to climate change and reduce GHG emissions. Technologies like GPS, walk-over-weigh, and satellite imagery can impr…
Peer-reviewedJournalJournal of Modelling in Management2023#AI × ESGDOI
Artificial intelligence in supply chain decision-making: an environmental, social, and governance triggering and technological inhibiting protocol
Xinyue Hao, Emrah Demir
This study identifies triggers and inhibitors of AI adoption in supply chains using a PRISMA systematic review and thematic analysis under the ESG framework. Environmental triggers include waste and GHG reduction; social triggers include pr…
Peer-reviewed🇪🇺 EuropeJournalSustainability2021#Carbon AccountingDOI
Territorial-Based vs. Consumption-Based Carbon Footprint of an Urban District—A Case Study of Berlin-Wedding
Clara Lenk, Rosalie Arendt, Vanessa Bach +1
This study applies and compares territorial-based and consumption-based carbon footprint methods for the Berlin-Wedding district. Results were nearly identical (about 400,000 t CO2-eq), not supporting the hypothesis that consumption-based f…
Peer-reviewedJournalCleaner Logistics and Supply Chain2025#Supply ChainDOI
Green construction supply chain: Reviewingadvancements, obstacles, and possibilities
Himasai Kiran Reddy Durgam, Prasanna Venkatesan Ramani
This review analyzes the integration of circular economy principles in construction supply chains using a combined bibliometric and grounded theory approach. It identifies key challenges such as fragmentation, waste, and carbon emissions, a…
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…