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🇪🇺 EuropeJournalCleaner Logistics and Supply Chain2026#Supply ChainDOI
Integrating energy management into supplier performance assessment: challenges and opportunities in buyer–supplier relationships
Bruna Maria Xavier, Mariana Andrei, Patrik Thollander +1
This study examines challenges in integrating energy management into supplier assessments through interviews with large manufacturers and Swedish SME suppliers. It identifies information asymmetries and misaligned incentives as key barriers…
Peer-reviewed🌍 GlobalJournalInternational Journal of Computer Applications Technology and Research2025#AI × ESGDOI
Designing Accessible Carbon Accounting Frameworks for Small and Medium Enterprises: Overcoming Technical and Financial Barriers to ESG Compliance
(著者不明)
This paper proposes an accessible carbon accounting framework for SMEs, integrating simplified emission tracking, cloud-based data management, and modular reporting templates. Machine learning enhances data accuracy, reducing reporting cost…
Preprint🇪🇺 EuropeSSRN Electronic Journal2022#CCUSDOI
Insights from Life-Cycle Assessment of the Carbon Capture and Storage Supply Chain from the DMX™ Demonstration in Dunkirk (3D) Project
David Yang Shu, H. Bewi Komesse, Sandra Beauchet +4
This paper conducts a life-cycle assessment (LCA) of the carbon capture and storage (CCS) supply chain based on the DMX™ demonstration project in Dunkirk, France. It quantifies the environmental burdens and reduction benefits of CO2 capture…
🌍 GlobalDatasetFigshare2024#Carbon AccountingDOI
Consumption-based Carbon Emissions for Deforestation (2001–2020)
Dongmei Tang
This dataset provides a global, gridded product of consumption-based deforestation carbon emissions for seven major countries (CHN, DEU, FRA, GBR, JPN, KOR, USA) from 2001 to 2020 at ~1 km resolution. It integrates MRIO trade statistics wit…
Peer-reviewedCNJournalElectronic Library of Peter the Great Polytechnic University2025#Climate FinanceDOI
Green financing strategies in low-carbon ecommerce supply chains
Ся Мэн
This study integrates green finance with supply chain management to evaluate carbon reduction in e-commerce. Using entropy weight and panel regression on 18 Chinese listed firms, it finds a 1-unit increase in green finance index reduces emi…
Peer-reviewed🇪🇺 EuropeJournalSolar RRL2023#Renewable EnergyDOI
A Snapshot of Photovoltaics in 2022
Robert P. Kenny
This editorial overviews the latest developments in photovoltaics presented at EU PVSEC 2022, covering crystalline silicon, emerging technologies, system integration, and the role of PV in the energy transition. It highlights advances in ma…
🌍 GlobalJournalReview of developments in transport in Asia and the Pacific2024#Energy TransitionDOI
Review of Developments in Transport in Asia and the Pacific 2024
United Nations Economic and Social Commission for Asia and the Pacific
This review assesses progress towards sustainable transport in Asia-Pacific across seven areas: regional land connectivity, maritime connectivity, transport digitalization, low-carbon mobility, urban transport, road safety, and inclusive tr…
Peer-reviewed🌍 GlobalJournalJournal of Operations Management2025#OtherDOI
Innovations, Technologies, and the Economics of Last‐Mile Operations: A Call for Research in Operations Management
Niels Agatz, Jan C. Fransoo, Elliot Rabinovich +1
This paper outlines the importance and challenges of last-mile operations (LMO) and proposes a research agenda in operations management. LMO span retail, healthcare, energy, and more, with technological innovations (AI, drones, smart locker…
Peer-reviewed🇺🇸 USAJournalJournal of applied corporate finance2023#ESGDOI
Bet on innovation, not ESG metrics, to lead the net zero transition
Bartley J. Madden
This paper presents three perspectives on achieving net zero: conventional ESG metrics (criticized for flaws in Scope 3, proposing E-liability), systems thinking to handle complexity and foster innovation, and promoting systems thinking for…
Peer-reviewed🇨🇳 ChinaJournalNational Science Review2020#PolicyDOI
Integrating climate, biodiversity, and sustainable land-use strategies: innovations from China
Guido Schmidt‐Traub, Harvey Locke, Jixi Gao +11
This paper argues that integrated national strategies with spatially explicit analyses are essential to achieve the goals of the three Rio Conventions. It highlights China's spatial planning innovations, such as the Ecological Conservation …
Peer-reviewed🌍 GlobalJournalThe Medical Journal of Australia2024#Carbon AccountingDOI
Environmental footprinting in health care: a primer
Jacob Fry, Angie Bone, Keiichiro Kanemoto +2
Healthcare systems contribute 4-5% of global GHG emissions, largely from supply chains. This primer introduces environmental footprinting methods (LCA, EE-IOA, hybrid) for healthcare, emphasizing system boundaries and indirect emissions. It…
Peer-reviewed🇨🇳 ChinaJournalHighlights in Business Economics and Management2025#Carbon PricingDOI
The Influence of Carbon Emissions Trading Pilot Policies on Supply Chain Risks. -- A Quasi-Natural Experiment Based on A-Share Listed Companies
Yueqi Cui
This study analyzes the impact of carbon emissions trading pilot policies on corporate supply chain risk using A-share listed company data from 2008 to 2021. The results show that the pilot policies significantly reduce supply chain risks, …
Peer-reviewed🇺🇸 USAJournalAnimal Frontiers2022#Energy TransitionDOI
Sustainable swine feeding programs require the convergence of multiple dimensions of circular agriculture and food systems with One Health
G. C. Shurson, Pedro E Urriola
This paper argues for transforming pork production into a sustainable circular system. It emphasizes improving feed formulation and precision feeding to reduce environmental impacts, and proposes upcycling nutrients from food waste. It also…
🇨🇳 ChinaJournalProcedia Computer Science2026#AI × ESGDOI
Practice of Big Data Association Rule Algorithm in Cross Industry Product Carbon Footprint Certification Data Sharing and Tracing
Danhui Lai, Zhang Zeqi, Yingjie Li +2
This paper applies the FP-Growth association rule algorithm to product carbon footprint (CFP) certification data sharing and tracing, extracting emission-related rules across supply chain nodes. Compared with the Apriori method, it reduces …
Peer-reviewed🌍 GlobalJournalAgronomy2025#AI × ESGDOI
Tree-to-Me: Standards-Driven Traceability for Farm-Level Visibility
Y.S. Cho, Arbind Agrahari Baniya, Kieran Murphy
This study proposes a traceability framework for horticulture using global data standards to capture on-farm events with decentralized identification and secure sharing. Tested on Victorian farms and an international export pilot, it suppor…
Peer-reviewed🌍 GlobalJournalResources Conservation and Recycling2025#Supply ChainDOI
Sustainability effects of material demand by next-generation lithium-ion battery technologies: A global value chain perspective
Moana Simas, Kristine Bly, Meron A. Arega +3
This study assesses material demand for next-generation LNMO battery cells using global value chain analysis, finding 20-25% lower GHG emissions than NMC-811. It quantifies impacts on value added and employment, highlighting mining as the m…
Peer-reviewed🇨🇳 ChinaJournalHumanities and Social Sciences Communications2025#AI × ESGDOI
Unlocking the potential of supply chain digitalization for enhancing enterprise green transformation performance: evidence from China
Tao Wang, Yang Shen
Using panel data of Chinese A-share listed firms (2013-2023) and double machine learning, this study finds that supply chain digitalization (SCD) significantly improves enterprise green transformation performance (EGTP). Effects are stronge…
Peer-reviewed🌍 GlobalJournalStructural Change and Economic Dynamics2025#Energy TransitionDOI
Energy transition and structural change: A calibrated Stock-Flow Consistent Input–Output model
Mattia Pettena, Marco Raberto
A Stock-Flow Consistent Input-Output model of the world economy simulates three IEA energy transition pathways. Green electricity expansion and electrification boost GDP growth and raise the relative importance of machinery and metals indus…
Peer-reviewed🌍 GlobalJournalAnimal Frontiers2022#PolicyDOI
Sustainability implications of rising global pork demand
Wusheng Yu, Jørgen Dejgård Jensen
Rising global pork demand, driven by Asia, intensifies environmental challenges such as GHG emissions and land/water stress. This paper reviews demand projections, market stability, and sustainability issues, proposing a multipronged approa…
Peer-reviewed🇪🇺 EuropeJournalSustainable Production and Consumption2023#Energy TransitionDOI
Development of the virtual battery concept in the paper industry: Applying a dynamic life cycle assessment approach
Stefan Puschnigg, Sophie Knöttner, Johannes Lindorfer +1
This study models a paper industry site as a virtual battery and evaluates it with dynamic LCA. Compared to static LCA, dynamic LCA reduces GHG emissions per MJ of electricity by up to 42% and GWP per ton of paper by up to 33%. While total …