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.
🌍 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…
Preprint🇨🇳 China2017#Energy Transition
Future Advanced Nuclear Fission Energy—Thorium-based Molten Salt Reactor Nuclear Energy System (TMSR)
Future Advanced Nuclear Fission Energy—Thorium-based Molten Salt Reactor Nuclear Energy System (TMSR) Postprint
Shanghai Institute of Applied Physics, Chinese Academy of Sciences
This paper discusses the development philosophy and potential of thorium-based molten salt reactors (TMSR), a Generation IV nuclear system, in the context of China's sustainable energy development. It predicts a 2-4 fold increase in global …
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-reviewedJournalStructures2025#Energy TransitionDOI
Utilization of low-grade timber in the construction industry
Alireza A. Chiniforush, Benoît Belleville, Wen Li +3
This study explores the Australian sawn timber industry's adaptation to market changes and climate impacts, focusing on utilizing low-grade timber in residential construction. Through structural modeling and probabilistic methods (AS1720, I…
🇨🇳 ChinaJournal2025#Carbon AccountingDOI
A Cradle-to-Gate Product Carbon Footprint Calculation Method Based on Trusted Data Space
Qiansi Tu, Chengjie Wu, Dianjun Fang +4
This paper proposes a cradle-to-gate Product Carbon Footprint (PCF) calculation method using trusted data space technology to address fragmented data and cross-organizational exchange challenges. It designs a credible PCF exchange architect…
Peer-reviewed🌍 GlobalJournalPhysical Therapy2020#OtherDOI
A Call to Include a Perspective of Sustainable Development in Physical Therapy Research
Annie Palstam, Mathias Andersson, Elvira Lange +1
This paper argues that physical therapy can contribute to sustainable development and calls for integrating environmental, social, and economic dimensions into research. It highlights co-benefits such as reducing healthcare's environmental …
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-reviewedCNJournal自然资源学报2025#Energy TransitionDOI
Drivers, decoupling effects, and implications of carbon emissions from China's agri-food systems
Ruo-hao GE, Guo-gang WANG, Kun-yu NIU
This study analyzes carbon emissions from China's agri-food system from both production and consumption perspectives (1990-2022) using Tapio decoupling and LMDI models. It finds strong decoupling after 2015, with economic development as the…
Peer-reviewed🇺🇸 USAJournalAnimal Frontiers2020#OtherDOI
The future of animal protein: feeding a hungry world
Scott J Eilert
This editorial introduces a special issue on the future of animal protein, addressing the challenge of feeding 10 billion people by 2050. It covers greenhouse gas emissions from livestock, demand growth in Asia and Africa, African Swine Fev…
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🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalStructural Concrete2025#Energy TransitionDOI
A study on the contribution of structural concrete to reduce carbon dioxide emissions of the demand side
Akio Kasuga
This paper quantifies the contribution of the demand side (designers, contractors, owners) to CO2 reduction in structural concrete. Analyzing GCCA's net-zero roadmap and Japanese NIES data, it clarifies the reduction sharing between supply …
Preprint🇨🇳 China2022#Renewable Energy
Occurrence Conditions of Shallow Geothermal Energy and Suitability Analysis of Ground-Source Heat Pump Systems in Lanzhou New Area (Postprint)
Fan Bin
This study evaluates the occurrence conditions of shallow geothermal energy in Lanzhou New Area and analyzes the suitability of ground-source heat pump (GSHP) systems. It provides scientific evidence for optimizing regional energy structure…
Peer-reviewed🇺🇸 USAJournalPain Medicine2022#Energy EfficiencyDOI
Environmental Pain Approach (EPA): Sustainability in Chronic Pain Practice
Ariana M. Nelson, Deirdre C. Kelleher, Vivian Ip +1
The healthcare sector contributes ~10% of global GHG emissions, and pain clinics are significant contributors. This paper proposes a 'Triple R' (Reduce, Replace, Rethink) approach to green pain practice, including energy efficiency, waste r…
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…
Journal2026#Energy TransitionDOI
Embodied Carbon Reduction in Buildings: Drivers and Enablers in UK Practice
Kripa Dwarakanath
This paper reviews UK policies and industry standards for embodied carbon reduction in buildings, showing how voluntary whole-life carbon standards drive project developers to collaborate with supply chains on design optimization, low-carbo…
Peer-reviewed🇺🇸 USAJournalJournal of Cataract & Refractive Surgery2023#OtherDOI
Tackling the challenge of needless surgical waste in ophthalmology
David F. Chang
This editorial emphasizes the need to reduce surgical waste in ophthalmology, citing surveys showing most surgeons consider OR waste excessive. Healthcare accounts for 4.4% of global GHG emissions, and ophthalmology has high procedural volu…
Peer-reviewedJournalGlobal Journal of Flexible Systems Management2025#AI × ESGDOI
Multi-Objective Optimization of a Three-Level Sustainable Food Supply Chain: Modeling the Impact of Government Subsidies
Reza Kiani Mavi, Majid Semiari, Seyed Ashkan Hosseini Shekarabi +4
This study develops an integrated optimization framework for designing a sustainable three-echelon food supply chain (suppliers, manufacturer, retailers), minimizing cost and carbon emissions while maximizing certified green output. Governm…