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.
🌍 Global📚 Peer-reviewed · JournalABAC Journal2026#Supply ChainDOI
Sustainability in the global MICE/business events industry – the current state, and the road ahead
Edward Koh
This paper provides an overview of the global MICE (Meetings, Incentives, Conferences, Exhibitions) and business events industry's sustainability efforts. It identifies the 'dirtiest' components in the supply chain (F&B, accommodation, stan…
CN📚 Peer-reviewed · JournalEnvironmental Science and Ecotechnology2026#PolicyDOI
Construction activities drive half of China's ambient PM2.5 health burden
Zhanxiang Wang, Huizhong Shen, Ruixin Zhang +11
This study quantifies the full lifecycle health burden of construction-related PM2.5 air pollution in China from 2000 to 2019. Construction emissions, including upstream power and industrial sources, caused 1.10 million premature deaths in …
📚 Peer-reviewed · JournalIEEE transactions on engineering management2026#Carbon PricingDOI
Impact of Unit Carbon Quota Mechanism on Clean Energy Investment Strategies: A Biform Game Analysis
Wei Chen, Ruonan Zhu, Jing Chen
This study uses a biform game to analyze clean energy investment in an electricity supply chain under a unit carbon quota mechanism (UCM). It finds that UCM promotes investment and demand only when unit carbon emissions are low; under high …
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Industrial Ecology2026#Carbon AccountingDOI
Carbon budgets and climate footprints: the case of the Swedish forest-based economy
B. Iliev, Huntley Brownell, N. Bentsen +5
This paper presents methods for assessing carbon budgets and climate footprints in the Swedish forest-based economy. It quantifies the sector's contribution to carbon cycling and emission reductions, offering policy insights.
🇺🇸 USA📚 Peer-reviewed · JournalAmerican Journal of Preventive Medicine2026#PolicyDOI
The impact of restaurant menu eco labels on consumer meal selections: a randomized controlled trial.
Alexandria E. Reimold, Jennifer Falbe, Brent Kim +7
This online RCT with 6,221 US adults tested five climate label designs on fast-food menus. Traffic Light and Warning labels significantly improved meal nutritional quality and reduced greenhouse gas emissions compared to a control label.
📚 Peer-reviewed · JournalIEEE Access2026#Energy EfficiencyDOI
A Novel Intersect Consequent Pole IPMSM Incorporating Rotor Gap and 3-D MEC for Magnet Reduction and Performance Improvement
Siyu Song, Won-Ho Kim
This paper proposes a novel intersect consequent pole IPMSM that reduces rare-earth magnet usage by 31.8% while improving performance: cogging torque decreased by 51.3% and torque ripple by 3.41%p, maintaining output characteristics. A 3-D …
CN📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
An LMDI-Based Analysis of Carbon Emission Changes in China’s Fishery and Aquatic Processing Sector: Implications for Sustainable Risk Assessment and Hazard Mitigation
Tong Li, Sikai Xie, N. Nandasena +2
This study analyzes carbon emission trends in China's fishery and aquatic processing sector from 2010 to 2019 using input-output models and LMDI decomposition. It calculates total direct and indirect emissions and identifies economic develo…
🌍 Global📚 Peer-reviewed · JournalSocial Science Research Network2026#biodiversity_riskDOI
When Markets Care: Discrimination in Pricing Biodiversity Risk
Rui Duan, Sadok El Ghoul, O. Guedhami +1
This paper examines equity market pricing of corporate biodiversity risk using firm-level footprints from 2,070 firms across 39 countries (2018-2021). It finds that markets impose a pricing penalty for Scope 1 and 2 biodiversity impacts but…
📚 Peer-reviewed · JournalPLoS ONE2026#Carbon AccountingDOI
A new method of off-site inverse carbon accounting and its application in agriculture carbon measurement
Hui Shen, Yue Liu, Boyan Zou +1
This research proposes a novel carbon accounting method for agricultural straw burning, combining stochastic process modeling with LSTM neural networks. It overcomes limitations of traditional emission factor methods by using three-dimensio…
📚 Peer-reviewed · JournalSocial Science Research Network2026#Supply ChainDOI
Prioritizing the Factors Leading to Carbon Footprint Neutrality in Indian Logistics Operation Toward Net-Zero Emission: An AHP Approach
M. K K, Sameer Shekhar, S. Khan +1
This study uses the Analytic Hierarchy Process (AHP) to prioritize factors for carbon footprint neutrality in Indian logistics operations. It identifies five main criteria (operational efficiency, resource utilization, infrastructure effici…
📚 Peer-reviewed · JournalInternational Journal of Analysis and Applications2026#Supply ChainDOI
Modeling Dual-Uncertainty In Sustainable Supplier Selection Using Bipolar Complex Pythagorean Fuzzy Sets
M. Arar, Hariwan Z. Ibrahim
This study proposes a decision-making framework based on bipolar complex Pythagorean fuzzy sets (BCPFSs) to handle conflicting criteria, uncertainty, and dual evaluations in sustainable supplier selection. A case study on green supply chain…
CN📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Research on the Forecasting of Strategic Mineral Resource Scrap and Gap Rate of Electric Vehicles Based on a Life Cycle Perspective
Yuzheng Gao, Jing An, Yijie Zhang +1
This study forecasts the scrap and recovery volumes of strategic mineral resources in lithium-ion batteries and charging infrastructure for China's passenger EVs from a life cycle perspective (2010–2050). Six scenarios analyze 20 metallic a…
📚 Peer-reviewed · JournalBMC Environmental Science2026#ESGDOI
Battery minerals: a changing context for ESG reporting
R. Langdon, F. Berry, H. Lara +4
This paper discusses the evolving context for ESG reporting on battery minerals, focusing on sustainability and sourcing issues. It highlights the growing importance of environmental, social, and governance factors in the battery supply cha…
🇪🇺 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…