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🌍 GlobalJournalOxford Open Energy2023#Energy TransitionDOI
Next steps in the energy transition—a high-impact forum
Peter D. Lund, Paula Kivimaa, Lena Neij +1
This editorial introduces a special collection on the energy transition, emphasizing its complexity and the need for interdisciplinary approaches. It discusses the impacts of the Ukraine war and geopolitical uncertainties on energy security…
Preprint🇨🇳 China2024#Energy Transition
Quantification Method of System Voltage Support Strength Based on Grid Generalized Short-Circuit Ratio
DOI: 10.13334/j.0258-8013.pcsee.171912 Article No.: 0258-8013 (2017) 00-0000-00 CLC No.: TM 712
XIN Huanhai^1, LIU Chenxi^1, HUANG Linbin^1, GAO Huisheng^1, JU Ping^1
This paper proposes a method to quantify system voltage support strength, which decreases with large-scale integration of renewable energy and power electronic devices. Using grid generalized short-circuit ratio and device/station critical …
Peer-reviewed🌍 GlobalJournalBritish Journal of Clinical Pharmacology2024#Energy TransitionDOI
Sustainable medicines development and use: Challenges and opportunities in the sustainable production of active pharmaceutical ingredients
Gary M. Noonan, Alex Mullen, Sarah Argoud +1
This commentary focuses on reducing the environmental footprint of active pharmaceutical ingredient (API) manufacturing, highlighting tools like life cycle assessment (LCA) and process mass intensity (PMI). It discusses solvent recycling, b…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Scope 3DOI
Logistiikan päästöt näkyviksi päätöksentekoon – kohti vastuullisempia hankintoja (Making logistics emissions visible in decision-making – towards more responsible procurement)
Laura Kojo, Jukka Kääriäinen, Ville Hinkka
This article argues that making logistics-related GHG emissions visible at the procurement stage is essential for responsible and effective supply chain decision-making. Increasing regulatory pressure, especially Scope 3 reporting, requires…
🇪🇺 EuropeJournalDepositOnce2026#Energy TransitionDOI
Decarbonizing district heating systems: strategic pathways, effectiveness and carbon footprint from supply chains to infrastructure
Xenia Malcher
This dissertation develops an integrated framework for decarbonizing district heating systems across the entire value chain, from energy sources to infrastructure construction. It harmonizes over 100 studies, models European systems, and an…
🌍 GlobalJournalTNO Repository2025#Energy Transition
Semantics for Transport 2025 – Sem4Tra
Rojas J., Colpaert P., Atemezing G. +2
This workshop aims to advance Mobility and Logistics Data Spaces using Semantic Web, Linked Data, and Knowledge Graph techniques to improve data integration and interoperability in passenger and freight transport, thereby optimizing supply …
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 …