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.
Journal2026#Supply ChainDOI
From Transparency to Circularity
Shakerod Munuhwa
This chapter examines how big data analytics supports the shift from linear to circular supply chains, focusing on resource efficiency, waste reduction, and life-cycle optimization. It presents case examples from food, apparel, and manufact…
Peer-reviewed🌍 GlobalJournalJournal of Antimicrobial Chemotherapy2026#Climate ScienceDOI
Environmental benefits of switching from intravenous to oral administration of ciprofloxacin
Nicolas De Jaegher, Julien De Greef, Caroline Briquet +4
This study quantifies the environmental impact of switching from intravenous (IV) to oral administration of ciprofloxacin using life cycle assessment (LCA). IV administration showed 20-250 times higher environmental effects across 18 indica…
🌍 GlobalJournalCampbell Systematic Reviews2020#PolicyDOI
Editorial: Evidence synthesis for accelerated learning on climate solutions
Lea Berrang‐Ford, Friederike Döbbe, Ruth Garside +6
This editorial emphasizes the need for rigorous evidence synthesis to inform climate solutions decision-making. It argues that large-scale assessments like IPCC cannot cover all primary research, so systematic reviews and evidence gap maps …
Peer-reviewed🇺🇸 USAJournalAnesthesiology2025#Energy TransitionDOI
Rapid, Safe, and Efficient Reduction in the Carbon Footprint of Preoperative Travel: A Nationwide Study
Karthik Raghunathan, Pattrapun Wongsripuemtet, Atílio Barbeito +7
Using nationwide VHA data, this study shows that telemedicine for preoperative evaluation quadrupled during the pandemic, cutting travel-related CO2 emissions by nearly 50% without compromising safety or efficiency, even among older adults …
🇪🇺 EuropeJournal2026#Climate RiskDOI
Methodology for the Qualitative and Quantitative Analysis of the Environmental Impact of Copernicus Data Space Ecosystem (CDSE) End-Users
Caroline Ball, Riana Rasoldier, Caroline Vateau +2
This paper proposes a methodology to assess the environmental impact of end-users of the Copernicus Data Space Ecosystem (CDSE), a major Earth observation data platform. It calculates embodied and operational emissions from data transfer, p…
Peer-reviewedJournalResults in Engineering2025#Scope 3DOI
Multicriteria assessment of pre-treatment and material handling systems for improved recycling of ladle slag in electric steelmaking
Matteo Lugano, Damiana Chinese, Marina Campolo +1
This study evaluates pre-treatment systems for recycling ladle slag in electric steelmaking using fuzzy AHP. The most complex configuration balances environmental and economic performance, achieving 80-120 tCO2eq/year savings while increasi…
Peer-reviewed🌍 GlobalJournalCampbell Systematic Reviews2019#OtherDOI
PROTOCOL: Plastics in the food system: Human health, economic and environmental impacts. A scoping review
Joe Yates, Megan Deeney, Howard White +3
This protocol outlines a systematic scoping review of the impacts of plastics used across the food system (from farm to flush) on human health, food security, and the environment. It aims to map evidence on both beneficial functions (preser…
Preprint2025#AI × ESGDOI
Carbon Reporting Practices in the NHS: Emissions and Omissions Relating to Artificial Intelligence (Preprint)
Duncan J. Reynolds
This paper reveals that AI-related carbon emissions are largely omitted from mandatory NHS Green Plan reporting. Current Scope 1-3 accounting misses emissions from AI workloads' energy intensity, hardware life-cycle (e.g., GPUs), and unproc…
Peer-reviewedJournalCaminhos de Geografia2025#Carbon AccountingDOI
EMISSÕES DE GASES DE EFEITO ESTUFA E ESTRATÉGIAS DE MITIGAÇÃO PARA UMA EMPRESA PRODUTORA E BENEFICIADORA DE ARROZ NO RIO GRANDE DO SUL
Caroline Moro, Márcio Viera
This study quantifies Scope 1, 2, and 3 GHG emissions for a rice producing and processing company in Brazil, totaling 1,257.05 tCO2e, with Scope 1 at 63.3% and Scope 3 at 36.3%. Emission intensity was 13.5 tCO2e/ha and 1.8 tCO2e per ton of …
🇺🇸 USAJournal2018#Energy TransitionDOI
Investment decision-making in clean energy under uncertainties: A real options approach
Yihua Li
This dissertation applies real options analysis to clean energy investment under uncertainty. It examines optimal timing for cellulosic biofuel facilities, the value of dual sourcing under supply risk, and the impact of policy uncertainty o…
DatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
OpenIO-Canada emission factors
Maxime Agez
This dataset provides emission factors for the openIO-Canada v2.11 database for the reference year 2022, covering 473 commodities across 13 provinces. The factors are per Canadian dollar in purchaser prices, include infrastructure impacts v…
JournalUTAS Research Repository2019#Carbon AccountingDOI
Greenhouse gas emissions and potential mitigation options for the Australian dairy industry
KM Christie
This thesis quantifies GHG emissions from Australian dairy farms, finding a mean emissions intensity (EI) of 1.04 kg CO2e/kg FPCM with wide variation. Feed conversion efficiency and nitrogen fertilizer rates explain 60% of EI differences. M…
Peer-reviewed🇺🇸 USAJournalEnvironmental Toxicology and Chemistry2020#OtherDOI
US Department of Defense–Funded Research on Treatment of Per- and Polyfluoroalkyl Substance–Laden Materials
Charles G. Coyle, Rajat S. Ghosh, Andrea Leeson +1
This article reviews the status of DoD-funded research on treatment technologies for PFAS-laden materials under SERDP/ESTCP. PFAS are persistent and existing treatments are costly. More cost-effective technologies are needed, with considera…
PreprintOSF Preprints (OSF Preprints)2025#OtherDOI
Environmental Impact of Haemodialysis and Haemodiafiltration: A Scoping Review
Nithin Bodapati, Caskey, Fergus, Pippias, Maria +2
This scoping review systematically maps the environmental impact (carbon and water footprint) of haemodialysis (HD) and haemodiafiltration (HDF). It compares contributions of components like water, energy, consumables, waste, and transport,…
Peer-reviewed🌍 GlobalJournalFrontiers in Sports and Active Living2023#OtherDOI
Cycling in older adults: a scoping review
Mohammadhossein Kardan, Taiyeba Akter, Mehvish Iqbal +4
This scoping review synthesizes 123 studies on cycling in older adults, identifying seven themes including traffic safety, health benefits, and environmental factors. Most studies are observational, with significant contributions from US, N…
Peer-reviewed🇺🇸 USAJournalThe American Biology Teacher2021#OtherDOI
The Ecology of Meat
Douglas Allchin
This article provides an educational overview of the ecological and environmental impacts of meat consumption. It illustrates energy loss across trophic levels, protein conversion efficiency, land use, water footprint, deforestation, and bi…
Peer-reviewedJournal대한환경공학회지2022#Scope 3DOI
Characterization of Greenhouse Gases Emissions by Economic Sectors Using Environmentally Extended Input-Output Analysis (EEIOA)
Yujin Park, Junbeum Kim, Daeseung Kyung +1
This study constructs the 2017 Republic of Korea Environmentally Extended Input-Output Table (ROKEEIOT) to estimate Scope 1, 2, and 3 emissions by economic sector. Direct emissions are highest in electricity, steam, and water supply, but su…
Journal2021#Carbon AccountingDOI
Evaluating the Greenhouse Gas Emissions in the Craft Beer Industry: An Assessment of Challenges and Benefits of Greenhouse Gas Accounting
Rachel Shin, Cory Searcy
This study investigates challenges and benefits of GHG accounting in Ontario's craft brewery industry. A case study shows Scope 3 emissions account for 46.4% of total GHGs, mainly from barley agriculture, transportation, and bottle producti…
Peer-reviewedJournalInternational Journal for Research in Applied Science and Engineering Technology2025#Carbon AccountingDOI
Carbon Accounting: A Comprehensive Review of Methodologies, Applications and Future Directions
Ashish Saxena, Neerav Verma
This review comprehensively examines carbon accounting methodologies and their applications. It highlights regulatory and stakeholder pressures driving corporate adoption, and emphasizes the importance of Scope 1/2/3 emissions quantificatio…
Peer-reviewedJournalBritish journal of surgery2023#Carbon AccountingDOI
Cross-sector collaboration for carbon reduction and offsetting in cataract surgery
Sandro Di Simplicio, Stuart Fowler, Stephen Burt +1
A UK NHS trust, medical device manufacturer, climate consultancy, and certification body collaborated to calculate, offset, reduce, and verify the carbon footprint of cataract surgery. The footprint was 72.27 kgCO2e per operation, with mate…