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.
🇪🇺 Europe📚 Peer-reviewed · JournalFigshare2026#carbon_footprintDOI
Optimizationof Seawater Reverse Osmosis Desalinationfor Carbon Footprint Reduction: Impact of Design and Energy Mixes
Oliver Díaz (24090546), Agustín Capdevila Carrillo, Andrés Figueira +2
This study evaluates the impact of design parameters on minimizing the carbon footprint of reverse osmosis desalination. For low to moderate recovery (≤50%), a single-stage design with a pressure exchanger is optimal; for high recovery, a t…
🇨🇳 China📚 Peer-reviewed · JournalEnvironment Development and Sustainability2026#Carbon AccountingDOI
An integrated assessment of water and carbon footprints with energy evaluation in the cinnamon soil region of Northeast China
Yidong Zhao, Baoqing Chen, 楼益圣 +7
This paper integrates water footprint, carbon footprint, and energy evaluation in the cinnamon soil region of Northeast China. It provides a comprehensive environmental assessment of agricultural systems, contributing insights for improving…
🇪🇺 Europe📚 Peer-reviewed · JournalACS Sustainable Chemistry & Engineering2026#Energy EfficiencyDOI
Optimization of Seawater Reverse Osmosis Desalination for Carbon Footprint Reduction: Impact of Design and Energy Mixes
Oliver Díaz, Agustín Capdevila Carrillo, Andrés Figueira +2
This paper explores optimization of seawater reverse osmosis desalination to reduce carbon footprint by adjusting design parameters and the energy mix. It demonstrates how integrating renewable energy and improving process efficiency can si…
📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
AI-DRIVEN GREEN CLOUD COMPUTING: A SUSTAINABLE FRAMEWORK FOR CARBON FOOTPRINT REDUCTION AND ENERGY OPTIMIZATION
Jayashree Chaudhari1 and Asst. Prof. Sonali Tushar Sambare
This paper proposes an AI-driven green cloud computing framework that reduces data center energy consumption and carbon emissions. By integrating intelligent workload management, dynamic resource allocation, energy-aware scheduling, and ada…
📚 Peer-reviewed · JournalEcological Engineering & Environmental Technology2026#Carbon AccountingDOI
Carbon footprint assessment of hydroponic sweet Hami melon cultivation using life cycle assessment
Luqman Faqihuddin, Nafis Khuriyati, Muhammad Prasetya Kurniawan +1
This study assesses the carbon footprint of hydroponic sweet Hami melon cultivation in two Indonesian commercial greenhouses using LCA. Electricity consumption was the dominant contributor, with significant differences between farms. Improv…
🇪🇺 Europe📚 Peer-reviewed · JournalCleaner Environmental Systems2026#Carbon AccountingDOI
Toward a Sustainable TV Industry: Measuring the Carbon Footprint Across The Entire Production Life Cycle
Javanshir Fouladvand, Francisca Nunes de Almeida Martins
This paper develops an open-source carbon calculator to measure emissions across the entire TV production life cycle (pre-production, production, post-production, marketing, distribution/end of life). Applied to three Dutch public TV progra…
🇪🇺 Europe📚 Peer-reviewed · JournalEndoscopy2026#Carbon AccountingDOI
Five-day waste audit in a tertiary endoscopy department: quantifying waste streams and carbon footprint
B Vegting, C B Izci, J C Diehl +6
This study conducted a five-day waste audit in a tertiary endoscopy department, quantifying waste streams by type and their associated carbon footprint. The findings reveal the composition of waste and its environmental impact, highlighting…
🌍 GlobalDatasetFigshare2026#Carbon AccountingDOI
Data and code for “Carbon Footprints of Global Tourism Enterprises: A Firm-Level MRIO Assessment”
Qingyu Hao
This paper presents data and code for a firm-level MRIO assessment of carbon footprints in global tourism enterprises. Using financial data from S&P Capital IQ and the EMERGING MRIO database, it employs K-means clustering and LMDI decomposi…
🇨🇳 China📚 Peer-reviewed · JournalFoods2026#Carbon AccountingDOI
Spatiotemporal Analysis of the Carbon Footprint of Soybean Production in China Based on Life Cycle Assessment
Guoguo Ning, Fanhao Yang, Jianya Zhao +1
This study applies LCA to calculate the carbon footprint of soybean production across 10 major Chinese provinces from 2014-2023. Average footprint is 528 kg CO2eq/ha, with chemical fertilizers and soil N2O as main sources. Significant regio…
📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
AI Powered Urban Mobility Optimizer With Carbon Footprint Reduction And Smart Carpooling Integration
Jayashri Waman, Pratik Pawar, Shruti Dalvi +1
This paper proposes AUMO, an AI-powered Urban Mobility Optimizer that integrates carbon-aware routing with smart carpooling for passenger transportation, addressing a gap in freight-focused literature. Simulation results show reductions in …
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Companion Repository: How Cities Can Govern Their Carbon Footprints Despite Measurement Challenges
Peter-Paul Pichler, Ingram S Jaccard, Cathrin Zengerling +1
This repository provides code and data for analyzing how cities can govern their carbon footprints despite measurement challenges, based on climate planning in eight international anchor cities. It implements an EE-MRIO approach combining e…
🇺🇸 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 …
🇺🇸 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…
🇺🇸 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…