GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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🇪🇺 EuropeJournalnpj Climate Action2025#Scope 3DOI
Scope 3 emission reporting and the EU Data Act: removing barriers for primary data sharing along the supply chain
Israel Waichman, Matthias Niebuhr, Aurel Stenzel
This paper examines how the EU Data Act can remove barriers to primary data sharing for Scope 3 emission reporting. Unlocking primary emission data stored in industrial assets would increase transparency and accountability, and move toward …
Peer-reviewed🇪🇺 EuropeJournalEcological Economics2021#Carbon AccountingDOI
The association between the carbon footprint and the socio-economic characteristics of Belgian households
Petra Zsuzsa Lévay, Josefine Vanhille, Tim Goedemé +1
This study empirically examines how Belgian households' carbon footprints vary with socio-economic characteristics such as income and household composition, providing evidence for distributional analysis and equitable climate policy design.
Peer-reviewed🌍 GlobalJournalDo Business and Trade Facilitation Journal2025#PolicyDOI
Digital Leviathan or Green Catalyst? Deconstructing the Mechanisms, Paradoxes, and Governance of the Global Green Trade Transformation
Chi FAN
This paper analyzes how digital technologies shape global green trade through a three-dimensional framework of production, distribution, and market/governance. It argues that AI, blockchain, and IoT act as catalysts for green innovation and…
Peer-reviewedJournalIEEE Access2026#Energy EfficiencyDOI
Enhancing Industrial Decarbonization Through Standardized Data Interoperability and PPO-Based DRL Multi-Energy Scheduling
Seon Hyeog Kim
This paper proposes a standardized data interoperability framework (ANSI/ASHRAE 201) combined with PPO-based deep reinforcement learning to jointly optimize electricity and heat in lithium-ion battery manufacturing. Real-world data shows an…
Peer-reviewedJournalJournal of Pharmacy Practice and Research2022#OtherDOI
<i>Pharmacy Forecast Australia 2022</i>: key findings
Russell Levy
This annual strategic forecast for Australian hospital pharmacy (2022-2027) is based on a 96-expert panel survey across six themes including environmental sustainability. It predicts pharmacy departments will adopt carbon footprint reductio…
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…