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🌍 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 …
Peer-reviewed🌍 GlobalJournalEnergy Policy2024#HydrogenDOI
Sustainability certification for renewable hydrogen: An international survey of energy professionals
Daniel Goodwin, Fred Gale, Heather Lovell +3
This international survey of 179 energy professionals examines desirable sustainability features for renewable hydrogen certification schemes. While diverse criteria are feasible, perceived essentiality varies, and views differ by geography…
Peer-reviewed🌍 GlobalJournalSystem Dynamics Review2021#Climate FinanceDOI
Science‐based analysis for climate action: how <scp>HSBC</scp> Bank uses the <scp>En‐ROADS</scp> climate policy simulation
Florian Kapmeier, Andrew S. Greenspan, Andrew Jones +1
This paper reports how HSBC Bank used the En-ROADS climate policy simulation to enhance employee understanding of climate risks and strengthen its sustainability strategy. Workshops increased participants' confidence and motivation for clim…
Peer-reviewed🌍 GlobalJournalFrontiers in Sustainable Food Systems2023#Supply ChainDOI
Decarbonising our food systems: contextualising digitalisation for net zero
Simon Pearson, Steve Brewer, Louise Manning +9
This paper argues that digitalisation of the food system enables trusted emissions data exchange across supply chains, crucial for deep decarbonisation. It proposes a framework integrating standardised emissions measurements with a supply c…
Peer-reviewed🇪🇺 EuropeJournalMarine Policy2024#Energy TransitionDOI
Small-scale low-tropic ocean farming and coastal rural landscapes: Why the logistics of seaweed matter? Insights from Ireland for collaborative planning
Mariana Cerca, Amanda Sosa, Charlene Vance +3
This study analyzes post-harvest logistics planning for emerging seaweed supply chains in Ireland using GIS, mathematical modeling, and qualitative analysis. Results show that integrating existing licensed areas and infrastructure could ena…
🇪🇺 EuropeJournalLecture notes in mechanical engineering2025#AI × ESGDOI
A Service-Based Approach for Predicting the Carbon Footprint in the Supply Chain of Plastic Injection-Moulded Parts During Product Development
Lukas Nagel, Rainer Gerstbauer, Levon Harutyunyan +3
This paper proposes a data-provision method to predict carbon footprints across supply chains during the strategic planning stage of product development, aligning with EU climate neutrality goals. Leveraging the Gaia-X data infrastructure, …
Preprint🇪🇺 EuropePreprints.org2022#Energy TransitionDOI
What Motivates Companies to Take the Decision to Decarbonise?
Stefan M. Buettner, Werner König, Frederick Vierhub-Lorenz +1
This article analyzes the pressure points and strategic motivations driving companies to decarbonize, based on quantitative data from the Energy Efficiency Index of German Industry (EEI) and qualitative insights. It highlights societal, wor…
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of Energy Research2022#AI × ESGDOI
The role of artificial intelligence in energy aspects of super cold chain of agricultural products
Zhouhui Zhang, xinyu Liu, Xin‐Rong Zhang
This paper addresses energy consumption and environmental issues in agricultural cold chains, proposing AI and IoT for energy saving and low-carbon operations. It notes refrigeration accounts for ~80% of energy use and cold transport emits …
🌍 GlobalJournalMagazine of Concrete Research2025#Energy TransitionDOI
Editorial: From research to practice – industry reflections on low-carbon concrete
Ana Pavlović
This editorial discusses the importance of low-carbon concrete in decarbonizing the construction sector, highlighting research themes such as novel binders, by-product utilization, and LCA. It identifies challenges like scalability, SCM ava…
Peer-reviewed🇪🇺 EuropeJournalScifood.2025#Carbon AccountingDOI
The current state of carbon footprint quantification and tracking in the agri-food industry
Jozef Čapla, Peter Zajác, Jozef Čurlej +1
This review examines carbon footprint quantification methods (GHG Protocol, ISO, LCA) in the agri-food industry, using a wheat-to-bread case study. It identifies challenges like data gaps, standardization issues, and SME financial constrain…
🇺🇸 USAJournalLawrence Berkeley National Laboratory2022#Renewable EnergyDOI
Land-Based Wind Market Report: 2022 Edition
Ryan Wiser, Mark Bolinger, Ben Hoen +7
The U.S. DOE's 2022 Land-Based Wind Market Report reviews 2021 trends: 13.4 GW added, wind supplying >9% of electricity. Larger turbines boosted capacity factors to ~40%; installed costs fell >40% since 2010. PPA prices remain low (~$20/MWh…
Peer-reviewed🌍 GlobalJournalBuildings and Cities2022#Carbon AccountingDOI
Embodied carbon emissions in buildings: explanations, interpretations, recommendations
Thomas Lützkendorf, Maria Balouktsi
This paper explains the significance of embodied carbon in buildings, noting it can represent about 50% of life-cycle carbon in new energy-efficient buildings. It reviews methods, data, tools, and benchmarks for assessing and reducing embod…
🌍 GlobalJournalKTH Publication Database DiVA (KTH Royal Institute of Technology)2018#Energy Transition
The electricity consumption and operational carbon emissions of ICT network operators 2010-2015
Jens Malmodin, Dag Lundén
Based on a large primary dataset from telecom operators, this report estimates electricity consumption and operational carbon emissions of ICT networks (fixed and mobile) for 2010, 2013, and 2015. In 2015, electricity use was 242 TWh (1.15%…
Peer-reviewed🌍 GlobalJournalPatterns2022#Energy TransitionDOI
The real climate and transformative impact of ICT: A critique of estimates, trends, and regulations
Charlotte Freitag, Mike Berners-Lee, Kelly Widdicks +3
This paper critiques peer-reviewed estimates of ICT's GHG emissions, suggesting the actual share could be 2.1%-3.9% after adjusting for supply chain truncation. It identifies three reasons emissions will likely rise without intervention and…
Peer-reviewed🇪🇺 EuropeJournalInternational Journal of Sustainability in Higher Education2025#Scope 3DOI
Opportunities to improve data quality of scope 3 emissions in the context of carbon neutrality: the case study of LUT University
Aleksandra Woszczek, Michael Child, Mika Luoranen +1
This study assesses GHG Protocol scope 3 categories and data sufficiency at LUT University, Finland. Findings show that most scope 3 emissions suffer from poor data accuracy, leading to over- or underestimation. The authors suggest universi…