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.
🇺🇸 USA📚 Peer-reviewed · Journal2026#AI × ESGDOI
Energy and Carbon Footprint of Vision-Language-Action Model Inference for Edge Robotic Systems
Arshia Eslami, Mahsa Ardakani, Amin Roostaee +2
This paper analyzes the energy consumption and carbon emissions of Vision-Language-Action (VLA) model inference for edge robotic systems. Evaluating π0.5, X-VLA, and SmolVLA on an NVIDIA Jetson AGX Orin, it reports task performance, latency…
🇪🇺 Europe📚 Peer-reviewed · JournalLogistics2026#Carbon AccountingDOI
Systematic Review Analysis of Sustainability in Port Logistics Through Carbon Footprint of Container Terminals
Hrvoje Grofelnik, Mladen Jardas, Gorana Mudronja
This systematic review analyzes carbon footprint reduction strategies in container terminals, covering electrification, automation, digitalization, and AI-powered logistics. It highlights successful Asian port examples and calls for future …
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy EfficiencyDOI
Green Pharmacy Approaches to Reduce Carbon Footprint in Healthcare: Sustainable Strategies for Pharmaceutical Manufacturing
Nidhi Pimple, Rutuja Salunke, Sugandha Jha, Aayush Sankhe
This review comprehensively outlines green pharmacy approaches for reducing the carbon footprint of pharmaceutical manufacturing. It discusses green chemistry, eco-friendly drug development, and sustainable production technologies (additive…
🇺🇸 USA📚 Peer-reviewed · JournalClinical Gastroenterology and Hepatology2026#Carbon AccountingDOI
Carbon footprint of routine endoscopic procedures – a comprehensive assessment in three US endoscopy units
S. Gayam, I.O. Gordon, K.A. Smolen +10
This study comprehensively assesses the carbon footprint of routine endoscopic procedures in three US endoscopy units, quantifying Scope 1, 2, and 3 emissions per procedure. It provides concrete emissions data to support decarbonization in …
🇨🇳 China📚 Peer-reviewed · JournalEnergy Strategy Reviews2026#AI × ESGDOI
AI-driven real-time carbon footprint tracking and autonomous reduction for sustainable enterprises
Yuan Chai, Haytham F. Isleem, P Kumar +2
This paper proposes an AI-driven pipeline integrating IoT telemetry, ERP logs, and grid carbon intensity for near-real-time Scope 1-2 emission tracking. Using attention-based multimodal fusion, an ensemble of Transformer/CNN/BiLSTM, and mul…
📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Carbon Footprint Analysis of Infrastructure Projects: A Comprehensive Assessment of Environmental Impacts and Sustainable Development
P K Abhilash
This paper comprehensively examines carbon footprint analysis for infrastructure projects, covering methodologies, lifecycle impacts, and emission reduction opportunities. It highlights lifecycle assessment, sustainable construction, renewa…
🇺🇸 USA📚 Peer-reviewed · JournalCurrent Problems in Diagnostic Radiology2026#OtherDOI
Radiology’s carbon footprint: Why environmental harm remains outside clinical responsibility
Ana Beatriz Carollo Rocha Lima, Barny Wong
This paper examines why reducing radiology's carbon footprint remains outside clinical responsibility. It critically analyzes how environmental harm is treated as an externality of medical practice and not included in clinical accountabilit…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Cleaner Production2026#Energy TransitionDOI
The robot revolution's green footprint: A threshold analysis of industrial robots and carbon emissions
Liu Wan, Zhechong Luo, Xiao Lang
This study analyzes the relationship between industrial robot density and carbon emissions using a threshold model. It finds that robot adoption initially increases emissions but beyond a threshold reduces them due to efficiency gains, offe…
🇺🇸 USA📚 Peer-reviewed · JournalJournal of Dairy Science2026#Carbon AccountingDOI
Carbon footprint and environmental impacts of feeding grape pomace to dairy cows in California
K.R.G. Lucas, A. Akter, R. Duong +2
Feeding dairy cows with grape pomace at 10% or 15% of diet reduced carbon footprint by 15.8% and 19.3%, respectively, along with similar reductions in water and soil impacts, without affecting milk production. This demonstrates a promising …
🇨🇳 China📚 Peer-reviewed · JournalAerosol Science and Engineering2026#Carbon AccountingDOI
Mass and Energy Balance-Oriented Allocation Mechanism for Petrochemical Product Carbon Footprint
Lili Sun, Hongju Chen, Hetian Zhu +9
This paper proposes a novel allocation mechanism based on mass and energy balance for accurately attributing carbon footprint to petrochemical products. It addresses the challenge of fair allocation in complex petrochemical processes, there…
🇺🇸 USA📚 Peer-reviewed · Journal2026#AI × ESGDOI
Extracting Product Carbon Footprint in PDF Documents using Question Answering Framework
Kaiwen Zhao, Bharathan Balaji, Stephen Lee
This paper proposes an LLM-based question-answering framework to extract product carbon footprint information from PDF sustainability reports. It introduces CarbonPDF-QA, an open-source dataset of 1,735 reports with human-annotated Q&A pair…
🇨🇳 China📚 Peer-reviewed · JournalEcological Economics2026#Carbon AccountingDOI
Evaluating the carbon footprint of multinational enterprises in China: Does the source of FDI matter?
Yang Zhou, Ran Wang, Xiyuan Li +1
This paper evaluates the carbon footprint of multinational enterprises in China and analyzes whether the source of foreign direct investment (FDI) matters. It reveals differences in environmental impact by FDI origin and provides policy imp…
🇪🇺 Europe📚 Peer-reviewed · JournalWaste Management2026#Carbon AccountingDOI
Carbon footprint of monomer recycling for mixed synthetic textiles – a grave-to-gate analysis
Alina Ridderstad Nordberg, Greg Peters, Erik Klint +2
This study conducts a grave-to-gate carbon footprint assessment of monomer recycling for mixed synthetic textile waste. The results show that recycling emissions are 62-98% higher than the business-as-usual incineration, contradicting the a…
📚 Peer-reviewed · JournalDiscover Sustainability2026#Carbon AccountingDOI
Framework for pavement strains, embodied energy, carbon footprint for pavement maintenance types
T. Y. Parnika, V. Anjaneyappa, M. R. Archana +2
This study evaluates embodied energy (EE), carbon footprint (CF), and pavement strain responses for different maintenance strategies on an 840 km highway network in India. Material production accounts for ~88% of EE and ~87% of CF. Preventi…
📚 Peer-reviewed · JournalWater Resources and Industry2026#Energy EfficiencyDOI
Effects of irrigation technology on energy efficiency, carbon footprint, and water scarcity footprint in silage maize production: A three-year field study
Ömer Eren, Halit Tutar, Muhammed İkbal Çatal +1
This three-year field study in semi-arid Turkey compared center pivot and sprinkler irrigation for silage maize. Center pivot increased dry matter yield by 1.48%, energy use efficiency by 16.89%, and reduced input-related carbon footprint b…
📚 Peer-reviewed · JournalJournal of Advances in Biology & Biotechnology2026#Carbon AccountingDOI
Methodological Frameworks and Challenges in Product Carbon Footprint Assessment: A Critical Review
Debjani Das, Pritha Kumar, Prasanta Dandapath +7
This critical review examines carbon footprint assessment methodologies in the food industry, focusing on seafood. It discusses life cycle assessment and other approaches, highlighting challenges such as system boundaries, functional units,…
🌍 Global📚 Peer-reviewed · JournalBilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi2026#Carbon AccountingDOI
Carbon Footprint of Greenhouse-Based Lavender (Lavandula angustifolia) Seedling Production
Meryem Şahin, Gülçin Akgören Palabıyık
This study evaluates the carbon footprint of greenhouse lavender seedling production using a life cycle approach. Total emissions were 265.32 kg CO2-eq per cycle (0.03 kg CO2-eq per seedling). Water and electricity dominated, highlighting t…
🌍 Global📚 Peer-reviewed · Journalnpj Climate Action2026#Scope 3DOI
Unearthing heterogeneity in readiness and resistance to sustainable change and carbon footprints in organisations
Thomas Bøker Lund, Mette Weinreich Hansen, Clara G. Bouyssou +2
This paper presents a multilevel framework modeling cognitive and emotional dimensions of readiness and resistance to sustainable changes in organizations. Using multilevel latent class analysis of 62 Danish organizations' workplace lunches…
📚 Peer-reviewed · JournalFrontiers in Sustainable Food Systems2026#Carbon AccountingDOI
Carbon footprint of beef cattle production in integrated systems of the Brazilian Cerrado
Antônio Carlos Reis de Freitas, Roberto Giolo de Almeida, M L R Macedo +8
This study evaluates the carbon footprint of beef production in integrated crop-livestock-forest (ICLF) systems in the Brazilian Cerrado using the Manure-DNDC model. Results show negative emission intensity for ICLF systems, indicating that…
🌍 Global📚 Peer-reviewed · JournalVestnik Gosudarstvennogo universiteta morskogo i rechnogo flota imeni admirala S O Makarova2026#Carbon AccountingDOI
Using automatic identification system data to determine the carbon footprint of shipping
A. S. Reutskii, E. O. Ol᾿khovik
This paper comprehensively analyzes IMO's decarbonization regulatory instruments (EEDI, EEXI, CII, etc.) and proposes a method using AIS data to determine shipping carbon footprint, with a case study in the Gulf of Finland. It identifies li…