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🇪🇺 EuropeJournalZeitschrift für wirtschaftlichen Fabrikbetrieb2025#AI × ESGDOI
Sustainable Product Development and Production with AI and Knowledge Graphs
Svenja Hauck, Lucas Greif
This article reviews the role of knowledge graphs and AI in sustainability assessment, enabling comparison of environmental impacts during product development. A case study demonstrates carbon footprint analysis using these technologies, hi…
Peer-reviewedJournalTunnelling and Underground Space Technology2022#Carbon AccountingDOI
A framework for integrating embodied carbon assessment and construction feasibility in prefabricated stations
Mengqi Huang, Xilin Chen, Jelena Ninić +2
This paper proposes a framework that integrates embodied carbon assessment with construction feasibility for prefabricated stations. It enables emissions-informed decision-making during the construction phase, contributing to low-carbon inf…
Peer-reviewed🇺🇸 USAJournalAmerican Journal of Botany2025#Climate ScienceDOI
Forecasting ecosystem outcomes of global change can be improved by integrating evolutionary biology and ecosystem science
Thomas J. Mozdzer, Ben Donnelly, Michael J. Blum +1
Rapid evolution of foundation species can alter ecosystem processes such as carbon cycling and storage under global change. Integrating evolutionary biology into ecosystem models improves predictions of ecosystem responses, with implication…
🇺🇸 USAJournal2021#Energy EfficiencyDOI
Optimized Carbon Fiber Intermediate Development to Enable High-Volume Manufacturing of Lightweight Automotive Composites
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Energy Efficiency Office. Advanced Materials & Manufacturing Technologies Office (AMMTO), Patrick Blanchard, David Bank +3
This project develops a room-temperature-stable, fast-curing carbon fiber sheet molding compound (CF-SMC) enabling sub-3-minute cycle times for high-volume automotive production. The material achieves a 3x tensile modulus improvement over g…
Preprint🇪🇺 EuropeSSRN Electronic Journal2026#HydrogenDOI
PARIS-ALIGNED GREEN HYDROGEN PATHWAYS FOR EUROPEAN OIL MAJORS: MULTI-PERIOD OPTIMISATION, STOCHASTIC LCOH, HYDROGEN STORAGE, RENEWABLE PROFILE SENSITIVITY, AND REAL OPTIONS ANALYSIS
Ernesto Relogio
This study develops a multi-period optimization model for Paris-aligned green hydrogen pathways at European oil majors, incorporating stochastic LCOH, hydrogen storage, renewable profile sensitivity, and real options analysis to evaluate in…
🌍 GlobalJournalInternational Journal of Sustainability in Higher Education2025#Scope 3DOI
Decarbonising air travel in higher education institutions: a systematic literature review
Walleci Gabeu Lira, Cláudio Ruy Portela de Vasconcelos, Walter Leal Filho +1
A systematic review of strategies for decarbonising air travel in higher education institutions, identifying three key areas: emissions estimation and control, driving factors, and institutional barriers. Offers insights for Scope 3 emissio…
🇪🇺 EuropeJournalKTH Publication Database DiVA (KTH Royal Institute of Technology)2026#Renewable Energy
Analyzing the carbon footprint and energy usage of producing alternative nitrogen fertilizers in the Swedish context : A factor-based scenario analysis conducted comparing Swedish and European urea production
Arvid Glenvik
This LCA compares urea production in Sweden and Europe, identifying renewable input flows as the most critical factor, cutting GHG emissions by 83–91% and primary energy use by 37–48%. Geographical location also matters but the gap shrinks …
🇪🇺 EuropeJournalDigital Repository (Polytechnic University of Cartagena)2025#Scope 3
Comprehensive Carbon Footprint Analysis in the Chemical and Environmental Engineering Department at the Polytechnic University of Cartagena: Application of the GHG Protocol with Focus on Scope Three
Rueda Mancebo, Luis Alberto
This master's thesis presents a comprehensive methodology for quantifying Scope 3 emissions in a university engineering department using GHG Protocol and ISO 14064-1. It details data collection, emission factors, uncertainty analysis, and a…
Peer-reviewed🇺🇸 USAJournalJournal of Midwifery & Women s Health2023#OtherDOI
Mental Health Impacts of Climate Change for Birthing People and the Provider's Role
Teddie Potter, Terra Peterson Jonker
This article examines how climate change affects mental health in perinatal populations, highlighting eco-anxiety and solastalgia. It argues that midwives and birth professionals should integrate climate-aware mental health screening and co…
Peer-reviewed🇺🇸 USAJournalHealth Services Research2024#Climate RiskDOI
Exploring the health impacts of climate change: Challenges and considerations for health services research
Eli B. Schulman, Kai Chen, Andrew Y. Chang
This commentary examines the health impacts of climate change through extreme precipitation, wildfires, and heat waves, highlighting methodological challenges for health services research, including data gaps and exposure misclassification.…
🇪🇺 EuropeJournalIOP Conference Series Earth and Environmental Science2025#Scope 3DOI
Navigating Scope 3: Transport GHG Emissions Assessment in Construction Supply Chains
L Hasselsteen, M Westergaard Thuesen, K Kanafani
This study compares Scope 3 transport emission calculation methods in construction supply chains using eight case studies and an LCA framework. Results show 48.8–146.1% variance depending on method and emission factors; spend-based methods …
Peer-reviewed🇺🇸 USAJournalZenodo (CERN European Organization for Nuclear Research)2025#Scope 3DOI
GHG Protocol Scope 3 - Quadro Metodologico per la Consulenza ESG
Giovanni La Croce
This working paper defines an operational methodology for Scope 3 GHG inventories under the GHG Protocol Corporate Value Chain Standard, aligned with CSRD/ESRS E1. It covers 15 categories, calculation methods, emission factor databases (DEF…
Peer-reviewedJournalPakistan Journal of International Affairs2020#Carbon AccountingDOI
Climate Change with Reference to Green Economy: Carbon Accounting of Hamdard University
Prof. Dr. Syed Shabib-ul-Hassan Muhammad Nabeel Ashraf
This paper performs a carbon accounting of Hamdard University in Pakistan for 2018, estimating total GHG emissions of 1,786.2 tCO2-e using GHG Protocol and IPCC emission factors. Scope 1 (transport fuel combustion) accounts for 54.14%, Scop…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2023#AI × ESGDOI
Comprehensive Evaluation Model for Improving Carbon Accounting Accuracy in Corporate Sustainability Programs
Azeez Lamidi Olamide, Omolola Badmus
This study proposes a comprehensive evaluation model to improve carbon accounting accuracy across Scope 1, 2, and 3. It integrates machine-learning anomaly detection, uncertainty quantification, and materiality assessment, aligning with GHG…
Peer-reviewed🇺🇸 USAJournalInternational Journal of Dermatology2025#Carbon AccountingDOI
Prescribing for the Planet: Integrating Life Cycle Analyses Into Therapeutic Decision‐Making in Dermatology
Eva Rawlings Parker, Isabella J. Tan, Misha Rosenbach
Healthcare contributes 5% of global GHG emissions, 80% from supply chains and pharma. This perspective argues for integrating life cycle assessments (LCAs) into dermatology prescribing, using atopic dermatitis as a case. Biologics have a hi…
Peer-reviewed🇺🇸 USAJournalAnnals of Surgery Open2021#Scope 3DOI
Is Climate Change the Surgeon’s “Shift”?
Ann‐Christine Duhaime
This editorial argues that surgeons must consider the carbon footprint of their choices, referencing a study on disposable surgical devices for prostate surgery. It highlights that healthcare contributes ~10% of US greenhouse gases, and tha…
JournalAaltodoc (Aalto University)2026#Scope 3
Understanding industrial buyers’ motivations for CO₂e data requests: Implications for standardized supplier reporting
Quynh Bui
Qualitative interview study of industrial buyers' CO2e data requests to suppliers. Requests are driven mainly by regulation and customer pressure plus internal sustainability targets; product-level emissions are most required for Scope 3 ca…
Peer-reviewed🇺🇸 USAJournalEpidemiology2018#Climate RiskDOI
Equitable Access to Air Conditioning: A City Health Department’s Perspective on Preventing Heat-related Deaths
Kazuhiko Ito, Kathryn Lane, Carolyn Olson
This paper describes NYC Health Department's decade of work on heat-related mortality: lowering heat emergency thresholds, analyzing heat-stroke deaths (85% at home, none with working AC), developing a Heat Vulnerability Index, and linking …
Peer-reviewed🇪🇺 EuropeJournalJournal of Cleaner Production2023#Energy TransitionDOI
Methodology for estimating the decarbonization potential at the neighborhood level in an urban area: Application to La Carrasca in Valencia city - Spain
Adrián Rivera-Marín, David Alfonso-Solar, Carlos Vargas‐Salgado +1
Presents a methodology for estimating decarbonization potential at neighborhood scale, applied to La Carrasca in Valencia, Spain. Quantifies mitigation effects at building and district level, offering insights for urban planning and energy …
Peer-reviewed🇪🇺 EuropeJournalInternational Journal of Environmental Research and Public Health2020#Carbon AccountingDOI
The Carbon Footprint of Valencia Port: A Case Study of the Port Authority of Valencia (Spain)
Víctor Andrés Cloquell Ballester, Vanesa G. Lo-Iacono-Ferreira, Miguel Ángel Artacho‐Ramírez +1
This study applies a national methodology to compute Scope 1, 2, and 3 carbon footprint for Valencia Port, finding ship traffic and cruises dominate Scope 3, building lighting drives Scope 2, and diesel leads Scope 1. Despite a 24% traffic …