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 · JournalSocial Science Research Network2026#Energy EfficiencyDOI
SERVITISATION AND THE SCALING OF BUILDING RETROFIT IN EUROPE Business Model Innovation for the EU Renovation Wave
Lisa Kropacek, René Rohrbeck, Isobel Vernon-Avery +3
European buildings account for ~40% of energy-related emissions, yet the annual renovation rate is only 1.2%. This paper argues that servitisation as a business model innovation can unlock systemic bottlenecks by realigning incentives, lowe…
🌍 Global📚 Peer-reviewed · JournalSmart and Sustainable Built Environment2026#OtherDOI
Bridging research and practice in circular biobased construction: a scoping review and stakeholder perspectives
T. Tsui, Mingming Hu, Stefano Cucurachi +1
This study examines the alignment between environmental assessment research and practitioner needs in circular biobased construction. Through workshops with AEC stakeholders and a scoping review of 189 papers, it identifies strong alignment…
🌍 Global📚 Peer-reviewed · JournalEuropean Journal of Nutrition & Food Safety2026#Scope 3DOI
Climate-Resilient Dairy Farming: Genomic Tools and Low-Emission Strategies in a Warming World
Gyanendra Singh, Satish Kumar, Karunesh Kumar Dubey
This review synthesizes evidence on two converging frontiers for dairy: genomic breeding for heat tolerance (e.g., Australian GEBVs, HSP genes, CRISPR) and enteric methane reduction strategies (e.g., 3-NOP, macroalgae). It concludes that in…
🌍 Global📚 Peer-reviewed · JournalClean Technology2026#AI × ESGDOI
Navigating the Environmental Paradox of AI: A Decision Framework for Clean Technology Practitioners
M. Wheeler, Brandi Everett, Victor R. Prybutok
This paper proposes an Environmental Asset-Cost Framework to systematically evaluate the trade-off between AI's environmental benefits and resource consumption. Through a review of 73 empirical studies, it reveals that AI's environmental im…
CN📚 Peer-reviewed · JournalSustainability2026#ESGDOI
Research on the Impact of Corporate ESG Performance on Supplier Concentration in Chinese Manufacturing Firms
Y. Wang, Yujie Bi, Xiuchun Chen
Using Chinese A-share manufacturing firms from 2010-2024 and Huazheng ESG ratings, this study shows that ESG performance reduces supplier concentration, mainly through the social (S) dimension. The effect is mediated by easing financing con…
📚 Peer-reviewed · JournalEconomics Ecology Socium2026#ESGDOI
Green Innovation Strategies for Enhancing Sustainable Performance: A Bibliometric Analysis and Research Avenues
Ni Putu, Kusuma Widanti, I. N. Aristana +3
This paper presents a systematic literature review and bibliometric analysis of 211 peer-reviewed articles (2019-2025) on green innovation and sustainable performance. Using VOSviewer, it identifies six thematic clusters: eco-environmental …
🌍 Global📚 Peer-reviewed · JournalIEEE Access2026#Carbon AccountingDOI
Environmental Intelligence: Data Driven Insights for Stakeholders on the Environmental Sustainable Development Goals
H. Lathabai, V. Nair, A. S. Anandhukrishna +3
This paper proposes a macro-meso-micro assessment framework to analyze Environmental Intelligence (EI) research related to SDGs 13, 14, and 15 using AI and big data. It identifies core EI topics including climate risk assessment, carbon acc…
📚 Peer-reviewed · JournalAdvances in Science and Technology Research Journal2026#Scope 3DOI
Carbon footprint of rail vehicles
M. Orczyk, F. Tomaszewski
This article explains the carbon footprint concept for rail vehicles, highlighting that Scope 3 emissions account for 75-85% of total emissions. It shows that high-speed rail vehicles using composites have twice the carbon footprint of stee…
📚 Peer-reviewed · JournalCurrent opinion in pulmonary medicine2026#OtherDOI
Reframing lung transplantation through a sustainability lens.
O. Tisekar, C. Doig, Caroline M. Patterson
This review explores integrating sustainable practices across lung transplantation to reduce environmental impact and improve outcomes for climate-vulnerable patients. It outlines mitigation (e.g., green procurement, reduced anesthesia emis…
📚 Peer-reviewed · JournalBuilding Engineering2026#Supply ChainDOI
Decarbonizing precast concrete building components: Cradle-to-site carbon modeling and optimization, explainable machine learning, and a transportation efficiency index
Peyman Naghipour, Afshin Naghipour, Tarana Bakirova +3
This paper presents a cradle-to-site carbon modeling framework for precast concrete components, integrating machine learning and explainable AI to predict emissions from production, transportation, and installation. Using data from a large …
🌍 Global📚 Peer-reviewed · JournalKautz Studies in Business and Economics2026#Energy TransitionDOI
Freight transport decarbonisation and strategic procurement: a comparative analysis across Europe, China, and North America
Anikó Richter, Csaba I. Hencz
This paper compares road freight decarbonisation across Europe, China, and North America using literature review, secondary data, and a survey. Europe is regulation-driven with electrification and intermodal progress but infrastructure gaps…
📚 Peer-reviewed · JournalCritical reviews in environmental science and technology2026#Scope 3DOI
Toward sustainable healthcare: Circular economy models in hospital operations and waste management
Darween Rozehan Shah Iskandar Shah, Nur Faradila Anuar, Nor Amir Zakuan Panizan +4
This systematic review evaluates circular economy (CE) integration in hospital operations, finding that reusable medical devices achieve up to 76% carbon reduction and 50% cost savings compared to single-use alternatives. Single-use plastic…
🌍 Global📚 Peer-reviewed · JournalChinese Studies Monthly2026#AI × ESGDOI
The synergy of digital innovation and green economy: A systematic review of mechanisms, challenges, and adaptive strategies in the post-Al era
R. Santos, María Isabel Casal Reyes
This systematic review examines how digital technologies (AI, analytics, platforms) shape green economic outcomes and how environmental constraints and governance reshape digital diffusion. Four domains are analyzed: labor market restructur…
🌍 Global📚 Peer-reviewed · Journal"Scientific notes of the University"KROK"2026#ESGDOI
METHODOLOGICAL APPROACHES TO ANALYSING A COMPANY'S ESG PROFILE IN THE CONTEXT OF ENSURING ORGANISATIONAL RESILIENCE
Віктор Алькема
This paper compares methodologies for assessing ESG performance of international companies. It analyzes four major rating systems (LSEG Refinitiv, ESG Book, Sustainalytics, MSCI) and examines seven companies across sectors. Findings show in…
CN📚 Peer-reviewed · JournalBMC Public Health2026#Carbon PricingDOI
The impact of carbon emissions trading scheme on residents’ medical expenses: a test based on multi-period difference-in-differences method
Yun Fei, Qianbing Xiao, Dongxiao Yang
This study empirically examines the impact of carbon emissions trading schemes (ETS) on residents' medical expenses using a multi-period difference-in-differences approach. The findings suggest that ETS implementation significantly reduces …
📚 Peer-reviewed · JournalEvolutionary Intelligence2026#Carbon PricingDOI
Emission trading permits pricing and path planning of urban transportation network based on emission trading scheme
Shuqin Zhao, Baozhong Cui, Linzhong Liu +2
This study models the pricing of emission permits and path planning in urban transportation networks under an emission trading scheme (ETS). It provides a theoretical framework for integrating carbon pricing with transport routing to suppor…
CN📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
A Study of the Impact of Carbon Pricing on Household Carbon Emissions from the Perspective of Sustainable Development
Shuaiyu Chen, Wenjun Guo, Jiameng Yang
Under China's Dual Carbon goals, this study empirically analyzes a composite mechanism combining carbon trading and a carbon tax proxy on household carbon emissions using CFPS data. Findings show that while total emissions are not significa…
CN📚 Peer-reviewed · JournalEnvironmental Science and Technology2026#Carbon PricingDOI
Introducing Emission Trading Scheme To Accelerate Low-Carbon Transition in China's Urban Central Heating.
Xiaodan Guo, Bowen Xiao, Ce Jia +5
This paper proposes a novel equilibrium analysis framework to assess the feasibility of implementing an Emission Trading Scheme (ETS) in China's central heating sector. Results show ETS can shift the focus from gas boilers to industrial sur…
🇪🇺 Europe📚 Peer-reviewed · JournalAgriculture2026#Carbon PricingDOI
Water and Carbon Footprints of Organic Cotton Under Mediterranean Conditions: Effects of Irrigation Regimes, Cultivar Response, and Carbon Pricing
Teresa Totaro, Noemi Tortorici, Carmelo Mosca +3
This study assesses water and carbon footprints of organic cotton under Mediterranean conditions across three sites, two cultivars, and three irrigation regimes, integrating economic valuation via EU ETS and Social Cost of Carbon. Results s…
🌍 Global📚 Peer-reviewed · JournalManagement of environmental quality2026#Carbon PricingDOI
Eco-labeling, carbon pricing, and CO2 emissions in the construction sector: a panel data approach for EU-27 countries and Türkiye
Mustafa Engin Türkarslan
This study empirically analyzes the impact of eco-labeling and carbon pricing on CO2 emissions in the construction sector using panel data from 28 countries. Short-run results show higher net exports in construction services correlate with …