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 · JournalThe International Journal of Life Cycle Assessment2026#OtherDOI
From waste to circularity: the potential of different treatments of poultry manure and forestry residues in a hot-spot production region in Portugal
A. d’Espiney, Bengt Verworner, Helena M. Pinheiro +6
This paper compares different treatments for poultry manure and forestry residues in a production hotspot in Portugal, assessing their potential for circularity. It evaluates environmental and economic impacts, proposing region-specific was…
🇨🇳 China📚 Peer-reviewed · JournalFrontiers in Public Health2026#PolicyDOI
The effects and mechanisms of low-carbon transition promoting air quality improvement: based on empirical evidence of low-carbon city pilot policy
Chenxi Deng, Bingnan Guo
Using a difference-in-differences model on panel data from 282 Chinese cities (2008-2022), this study finds that the low-carbon city pilot policy significantly improves urban air quality. The effect works through enhancing green economic ef…
CN📚 Peer-reviewed · JournalEnergy2026#Energy TransitionDOI
Cross-sectoral and spatial impacts of carbon neutrality on China’s transport sector emissions: A 31-region CGE analysis
Xiaorui Liu, Yu Qi, Xiaotian Ma +5
This paper uses a 31-region CGE model for China to analyze cross-sectoral and spatial impacts of carbon neutrality on transport emissions. It quantifies interregional spillover effects and economic impacts, providing policy insights for reg…
📚 Peer-reviewed · JournalarXiv (Cornell University)2026#Scope 3
Accounting for AI Inference in Corporate GHG Inventories: A Four-Tier Methodology for Scope 3 Category 1 Reporting
Guillermo Llopis
This paper proposes a four-tier framework for including AI inference services (API subscriptions, enterprise chat tools, SaaS products) in Scope 3 Category 1 GHG inventories. It shows that current EEIO factors overestimate emissions by 10-4…
🇺🇸 USA📚 Peer-reviewed · JournalIndustrial & Engineering Chemistry Research2026#HydrogenDOI
Addressing Porosity-Packing Density Trade-offs in Carbon Aerogels via Binderless Densification for Hydrogen Storage
Ruthradharshini Murugavel, Ali A. Rownaghi, Fateme Rezaei
This paper proposes binderless densification to address the porosity-packing density trade-off in carbon aerogels for hydrogen storage, aiming to improve storage capacity.
📚 Peer-reviewed · JournalInternational Journal of Hydrogen Energy2026#AI × ESGDOI
Deep reinforcement learning for optimal dispatch of regional integrated energy systems with carbon capture and trading
Na Du, Baoyi Liu, Ao Gong +4
This paper proposes a deep reinforcement learning approach for optimal dispatch of regional integrated energy systems with carbon capture and trading. The method adapts to dynamic carbon prices, balancing economic and environmental objectiv…
JournalEdward Elgar Publishing eBooks2026#Carbon PricingDOI
South Africa's carbon pricing mechanism: decarbonising the economy while stabilising trade capacity?
Franziska Sucker, Clair Gammage
This paper examines South Africa's carbon pricing mechanism and its potential to balance decarbonization with trade competitiveness. It suggests that well-designed carbon pricing can reduce emissions while protecting export-oriented industr…
🌍 Global📚 Peer-reviewed · JournalGeophysical Research Letters2026#Climate ScienceDOI
Satellite‐Based Assessment of Methane Emissions From the Darvaza Gas Crater
Adriana Valverde, Itziar Irakulis‐Loitxate, Javier Gorroño +3
This study assesses methane emissions from the Darvaza gas crater in Turkmenistan using satellite data. Historical Landsat imagery pinpointed the ignition timing to late 1987/early 1988. Hyperspectral satellites detected 44 plumes from 2020…
📚 Peer-reviewed · JournalJournal of International Finance and Economics2026#ESGDOI
GREEN BRANDING, ESG ACCOUNTABILITY, AND INTERNATIONAL FINANCIAL REPORTING STANDARDS: A BIBLIOMETRIC AND THEMATIC EVOLUTION ANALYSIS
Seema Bhardwaj, Somasheker Akkaladevi, Hari Sharma
This study conducts a bibliometric and thematic evolution analysis of literature on green branding, ESG accountability, and International Financial Reporting Standards (IFRS), revealing how themes have evolved.
📚 Peer-reviewed · JournalEnglish for Specific Purposes2026#AI × ESGDOI
Do high performers write differently? A multidimensional analysis of corporate ESG reports
Huan Liu, Shaojun Bai
This study applies multidimensional text analysis to corporate ESG reports to examine whether high ESG performers exhibit distinct linguistic patterns. By leveraging NLP methods, it sheds light on the relationship between disclosure quality…
📚 Peer-reviewed · JournalSustainability2026#Scope 1/2DOI
From Compliance to Execution: Mandatory ESG Disclosure and Corporate Decarbonization—Evidence from a Difference-in-Differences Analysis (EU vs. Japan)
Yuang-Hsiang Chao, Yao-Ming Hong, Amit Kumar Sah +2
This study uses a DiD framework comparing EU (mandatory ESG disclosure) and Japan (voluntary) from 2018-2024. It finds no significant improvement in firm value, but a significant reduction in Scope 1 and 2 carbon intensity, especially in fi…
📚 Peer-reviewed · JournalJournal of Cleaner Production2026#CCUSDOI
Assessing container glass production decarbonization through amine scrubbing, calcium looping and electrification: a comparative techno-economic analysis
Orlando Palone, Luca Mecucci, Luca Cedola +2
This study provides a comparative techno-economic analysis of three decarbonization routes for container glass production: amine scrubbing, calcium looping, and electrification. It evaluates costs, CO2 reduction potential, and implementatio…
📚 Peer-reviewed · JournalReliability Engineering & System Safety2026#Energy TransitionDOI
Transactive Multi-Energy Resilient Framework for Decarbonization of Integrated Power-Gas-Heat Networks
Mohammadreza Daneshvar, Behnam Mohammadi-Ivatloo, Kazem Zare
This paper proposes a transactive multi-energy resilient framework for decarbonizing integrated power, gas, and heat networks. It focuses on enhancing system resilience and economic efficiency through interoperability of energy carriers.
📚 Peer-reviewed · JournalJohnson Matthey Technology Review2026#Energy TransitionDOI
Decarbonisation in the Mining of Platinum Group Metals: A Carbon Dioxide Outlook to 2030
Tania Bossi, Johannes Gediga
The IPA published its third LCA of global PGM production based on 2022 data, showing that South Africa's coal-intensive grid is the main driver of mining emissions. Scenario analysis indicates a 35-61% reduction in global warming potential …
🇪🇺 Europe📚 Peer-reviewed · JournalApplied Sciences2026#Energy TransitionDOI
Co-Evolution Between Technology and User Engagement in the Niche of Energy Communities in Portugal
António CURADO, P. Almeida
This paper examines the energy community niche in Portugal using critical realism and Strategic Niche Management. It identifies three research pathways: technology-driven, socio-governance, and infrastructure-focused, revealing that incumbe…
CNDatasetZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Processed Chinese Regional Carbon Market Dataset for AMST-Pyraformer
Zhaoshuai Dang
This dataset comprises carbon price data from four Chinese regional markets (Hubei, Guangdong, Beijing, Shanghai). It is used for multivariate and univariate carbon price forecasting experiments with the AMST-Pyraformer model, an adaptive m…
🇪🇺 Europe📚 Peer-reviewed · JournalSpringer Link (Chiba Institute of Technology)2026#PolicyDOI
Renewable energy transition paradox: How capacity and consumption share differentially affect energy poverty in the European Union
Chatchai Khiewngamdee, Terdthiti Chitkasame, Nachattapong Kaewsompong
Analyzing 25 EU member states from 2015-2023, this study finds a paradoxical relationship: renewable electricity capacity per capita reduces energy poverty, but rapid increases in renewable energy share temporarily exacerbate affordability …
🇪🇺 Europe📚 Peer-reviewed · JournalLand2026#Energy TransitionDOI
Social Impacts of Mining: Extending the Literature Review Findings in the Case of the Lignite Mines in Western Macedonia, Greece
Francis Pavloudakis, Christos Roumpos, Evangelos Karlopoulos +1
This paper identifies key dimensions of social impact and land management in surface mining areas, applying them to Greece's Ptolemais lignite basin. It finds that six decades of mining created employment and infrastructure but also structu…
📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
Carbon Footprints of Wastewater Treatment Plants: A Comprehensive Analysis of Emission Sources and Quantification for Sequencing Batch Reactor System
Abdelrahman G. Gadallah, Mona A. Abdel-Fatah
This study synthesizes 30 studies to analyze carbon footprints of wastewater treatment plants, with a quantitative assessment of a sequencing batch reactor (SBR) facility. Key findings: N2O can constitute up to 75% of a plant's carbon footp…
🌍 Global📚 Peer-reviewed · JournalAgriculture2026#AI × ESGDOI
Artificial Intelligence Applications in Animal Production Systems for Climate Resilience and Sustainability: A Comprehensive Review
Ahmed A. A. Abdel-Wareth, Ahmed A. Ahmed, Mohamed O. Taqi +2
A comprehensive review of AI applications (machine learning, sensors, data analytics) in livestock farming for climate resilience and sustainability. Covers GHG mitigation, feed efficiency, disease prevention, and animal welfare, highlighti…