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.
CN📚 Peer-reviewed · JournalFrontiers in Public Health2026#PolicyDOI
The impact of Climate Adaptive Pilot Cities policy on urban pollution reduction and carbon emission mitigation
Xin Wang, Mengyu Wang, Jiahan Hu +2
This study evaluates the impact of China's Climate Adaptive Pilot Cities (CAPC) policy on urban pollution and carbon reduction using a staggered difference-in-differences approach on a panel of 273 Chinese cities from 2011 to 2023. The poli…
CN📚 Peer-reviewed · JournalEnvironmental Research Infrastructure and Sustainability2026#Supply ChainDOI
Decarbonization pathways of infrastructure material systems in the urban agglomeration on the west side of Taiwan straits
Lihong Zhao, Guochun Huang, Jiaying Cong +2
This study quantifies life-cycle stocks, flows, and GHG emissions of seven bulk materials across nine cities in the urban agglomeration on the west side of Taiwan straits using the IMAGINE materials model. Material demand peaks in 2036, and…
CN📚 Peer-reviewed · JournalWeather Climate and Society2026#PolicyDOI
Climate legislation and global green development transition: the role of international environmental engagement and government readiness
Ying Liu, C. H. FENG
Using cross-country panel data from 2000 to 2021, this study empirically examines the positive impact of climate legislation on green development. It finds that international environmental engagement and government readiness positively mode…
🌍 Global📚 Peer-reviewed · JournalEarth Systems and Environment2026#Carbon AccountingDOI
From Missing Data to Climate Action: Machine Learning for Carbon Accounting in Wastewater Systems
Joseph Sánchez-Balseca, Monserrat Ramírez-Melgarejo, Agustí Pérez Foguet
This paper proposes a machine learning approach for carbon accounting in wastewater systems, addressing missing data and improving emission estimates. Using real-world data, it demonstrates that ML models can enhance accuracy and support cl…
📚 Peer-reviewed · JournalJournal of Sustainable Competitive Intelligence2026#Climate RiskDOI
Climate Risk Intelligence and Sustainable Rural Competitiveness: A Strategic Framework For Climate-Resilient Territorial Development
O. Drebot, Mykola Boiko, Ніна Петруха +2
This study proposes a Climate Risk Intelligence (CRI) framework linking competitive intelligence theory with climate governance and rural development. Focusing on Ukrainian rural territories, it reveals a 25-37% decline in agricultural prod…
📚 Peer-reviewed · JournalAdvances in science and technology2026#CCUSDOI
Review of Modern Gas Emissions Decarbonization Strategies
O. Lopushanskyi
This review analyzes modern strategies for decarbonizing gas emissions in industry and energy, comparing CCS, electrification, hydrogen, and biogas. It evaluates economic feasibility and barriers, concluding that a combined approach is most…
🌍 Global📚 Peer-reviewed · JournalSustainable Energy Technologies and Assessments2026#Renewable EnergyDOI
Winds of change – modelling the onshore wind energy landscape of Great Britain for Net Zero targets
Rebecca von Hellfeld, Jon Reid, Arkan Eddine-Lomas +6
This study demonstrates that life-cycle GHG emissions from onshore wind turbines in Great Britain are highly sensitive to wind speed, initial soil organic carbon, and grid decarbonisation. Using a novel spatial model (WindFor), it shows tha…
CN📚 Peer-reviewed · JournalBuildings2026#Carbon AccountingDOI
Research on Carbon Emission Calculation and Emission Reduction Strategies for Buildings Based on the Whole Life Cycle
Xiaolong Xu, Suyun Yu, Hongmei Lu +4
This study conducts a life cycle carbon emission analysis of a nearly zero-energy office building in Shenyang, China, using LCA and carbon emission factor method. The average annual emission intensity is 56.36 kgCO2e/(m2·a), with the operat…
🇪🇺 Europe📚 Peer-reviewed · JournalInternational Review of Economics & Finance2026#PolicyDOI
Impact of EU climate change mitigation policy on total-factor energy efficiency: Evidence from a synthetic control method
Zonglin Li, Xuanhao Hu, Tianhui Fang
This study evaluates the causal impact of EU climate mitigation policies on total-factor energy efficiency (TFEE) using synthetic control method. Results show significant TFEE improvement in the EU after 2004 compared to a synthetic counter…
🇺🇸 USA📚 Peer-reviewed · JournalChemical Reviews2026#CCUSDOI
Nonenergy Biomass Carbon Removal and Storage (BiCRS): Assessing Durability of Nongaseous Carbon Products Across Terrestrial Storage Fates
Sinéad M. Crotty, Peter W. Reiners, Leah K. Clayton +5
This paper focuses on non-energy Biomass Carbon Removal and Storage (BiCRS) pathways, presenting a framework to assess the durability of solid and liquid carbon products stored in terrestrial environments. It organizes carbon products along…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Smart Agriculture2026#Renewable EnergyDOI
Renewable Energy Adoption: Pathways toward Climate Change Mitigation and Sustainable Development
Basri Rahman, Mozibur Rahman, R Rohit
This study examines the impact of renewable energy adoption on climate change mitigation and sustainable development in Bangladesh, analyzing the roles of energy security risk, private sector development, environmental policy stringency, ec…
🇪🇺 Europe📚 Peer-reviewed · JournalFrontiers in Environmental Economics2026#OtherDOI
Bio-based fertilizer— Custom-made method for evaluation of its production; environment, climate, and overarching economic performance
Priscila de Morais Lima, Ida Sylwan, Oksana Valetska +1
Responding to the EU Farm-to-Fork strategy and HELCOM Baltic Sea nutrient recycling strategy, the CiNURGi project evaluated 11 bio-based fertilizer (BBF) value chains. A streamlined assessment method based on the Single Operation Unit Proce…
🌍 Global📚 Peer-reviewed · JournalEconomies2026#Climate FinanceDOI
AI-Driven Financial Solutions for Climate Resilience and Geopolitical Risk Mitigation in Low- and Middle-Income Countries
Abdelrahman Mohamed Mohamed Saeed, Muhammad Ali
This study develops a Compound Vulnerability Score for six low- and middle-income countries by fusing socio-economic indicators with climate risk data (2000–2024). Using unsupervised learning, graph neural networks, and reinforcement learni…
CN📚 Peer-reviewed · JournalCommunications Earth & Environment2026#Climate ScienceDOI
Uneven provincial pathways to China’s land-use carbon emissions peak
Wanxu Chen, Yelin Peng, Jie Zeng +6
This study analyzes land-use carbon emissions (LCE) across 30 Chinese provinces from 2000-2020 and projects scenarios to 2100. Historical indirect emissions show spatial polarization in northern heavy-industry provinces, while direct emissi…
🇪🇺 Europe📚 Peer-reviewed · JournalSustainable Production and Consumption2026#Renewable EnergyDOI
The biomass dilemma: Assessing synergies and trade-offs between climate change mitigation, air quality and other environmental impacts across the EU
Joana Bastos, Jacopo Giuntoli, Nicola Arriga +6
This study presents a life-cycle assessment framework for wood-based biomass heating in 87 EU cities across 23 countries. Results show that small-scale biomass systems pose significant air quality risks with limited and uncertain climate be…
📚 Peer-reviewed · JournalFigshare2026#Energy TransitionDOI
An analytical framework to assess green transition jobs in South Africa
Katherine Davidson, Joanna Grotte, Arindam Jana +3
This paper proposes a Green Transition Framework to assess the impact of the green transition on South Africa's labor force. It combines bottom-up identification of green occupations with top-down identification of brown industries, creatin…
🇺🇸 USA📚 Peer-reviewed · JournalEnvironmental Management2026#Carbon PricingDOI
Ranchers’ Preferences for Grazing Programs in the Voluntary Carbon Market: Insights from a Discrete Choice Experiment in the Great Plains and Front Range, USA
Nicole M. Nimlos, Christopher Bastian, John Derek Scasta
This first-of-its-kind study analyzes ranchers' preferences for grazing programs in the voluntary carbon market, surveying 506 ranchers across ten US states. Most ranchers opted out; those willing to participate preferred shorter contracts,…
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Advanced Waste-to-Energy (WTE) Conversion Technologies for Energy Transition and Sustainable Development
Helal Uddin, Md. Rasel Ahmed, Golam Kuadir Khan Prince +3
This paper systematically reviews advanced Waste-to-Energy (WTE) technologies, comparing thermal (pyrolysis, gasification) and biological (anaerobic digestion) conversion processes for energy recovery efficiency. It integrates the EU R1 ene…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Scientific Research in Computer Science Engineering and Information Technology2026#Carbon AccountingDOI
Carbon Aware E Commerce: Real-Time, Region-Specific Measurement and Abatement of Web Emissions
Vladyslav Malanin, Vadim Tulchinsky
This paper proposes a carbon-aware measurement and abatement framework for e-commerce websites, combining real user monitoring, the Green Software Foundation's SCI methodology, and hourly grid carbon intensity data. It defines functional un…
📚 Peer-reviewed · JournalFigshare2026#Energy TransitionDOI
An analytical framework to assess green transition jobs in South Africa
Katherine Davidson, Joanna Grotte, Arindam Jana +3
This paper proposes a Green Transition Framework to assess labor market impacts of the green transition in South Africa. Combining bottom-up (green occupations) and top-down (brown industries) approaches, it visualizes workers' transition r…