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 · JournalEnvironmental Research Communications2025#Climate ScienceDOI
The role of natural resource rent, economic sustainability, and renewable energy consumption on greenhouse gas emissions: an asymmetric analysis
Shang F.
This study analyzes the asymmetric impact of natural resource rent, economic sustainability, and renewable energy consumption on greenhouse gas emissions. Without an abstract, the specific dataset and countries are unclear, but it likely of…
📚 Peer-reviewed · JournalEnvironmental Monitoring and Assessment2026#Climate ScienceDOI
A practical, low-cost floating flux chamber for measuring greenhouse gas emissions from small urban waterbodies
Bryn E. Reynolds, Cole J. C. Van De Ven, Evan Heyes +1
This paper presents a practical, low-cost floating flux chamber for measuring greenhouse gas (GHG) emissions from small urban waterbodies. It offers a simple alternative to expensive equipment, facilitating GHG quantification in urban envir…
📚 Peer-reviewed · JournalAgroforestry Systems2026#Climate ScienceDOI
Canada’s agricultural greenhouse gas research initiatives: nature-based solutions for emissions reduction
John Kort, Tony Yang, Raju Soolanayakanahally
This paper introduces Canadian government-led research initiatives to reduce agricultural greenhouse gas emissions, focusing on nature-based solutions such as carbon sequestration, methane reduction, and sustainable farming practices. It pr…
🌍 Global📚 Peer-reviewed · JournalJournal of Cleaner Production2026#Climate ScienceDOI
Environmental and trade implications of alternative diet scenarios for the United Kingdom
Erin Sherry, Julian Binfield, Paul Caskie
This study analyzes the environmental and trade implications of alternative diet scenarios in the UK using a partial equilibrium model. Unilateral UK diet change has minimal impacts on crop markets, but livestock markets respond more strong…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Geophysical Research Biogeosciences2022#Climate ScienceDOI
Challenges in Scaling Up Greenhouse Gas Fluxes: Experience From the UK Greenhouse Gas Emissions and Feedbacks Program
Levy P.
This paper discusses challenges in scaling up greenhouse gas fluxes based on experience from the UK Greenhouse Gas Emissions and Feedbacks Program. It highlights the need for integrating observational data and improving modeling approaches.
🌍 Global📚 Peer-reviewed · JournalSocial Indicators Research2026#Climate ScienceDOI
Forecasting of Industrial Output and Greenhouse Gas Emission: A Study on BRICS Nations
Ramesh Chandra Das, Enrico Ivaldi
This study forecasts industrial output and greenhouse gas emissions for BRICS nations, analyzing the relationship between economic growth and environmental impact. Using predictive models, it suggests future emission trends and the need for…
📚 Peer-reviewed · JournalNature Climate Change2023#Climate ScienceDOI
Net-zero approaches must consider Earth system impacts to achieve climate goals
Zickfeld K.
This paper argues that net-zero climate targets must account for Earth system feedbacks such as carbon cycle and albedo effects to be effective. It highlights the need for integrated approaches that consider broader Earth system impacts to …
📚 Peer-reviewed · JournalEnvironmental Research Letters2015#Climate ScienceDOI
Estimating greenhouse gas emissions from future Amazonian hydroelectric reservoirs
De Faria F.A.M.
This study estimates greenhouse gas emissions from future Amazonian hydroelectric reservoirs. It projects emissions using modeling and assesses the climate impact of planned hydropower projects.
📚 Peer-reviewed · JournalLand2022#Climate ScienceDOI
Mitigated Greenhouse Gas Emissions in Cropping Systems by Organic Fertilizer and Tillage Management
Gong H.
Evaluates the impact of different combinations of organic fertilizer and tillage management on greenhouse gas emissions. Suggests that organic fertilizer combined with no-till farming achieves the highest emission reduction.
📚 Peer-reviewed · JournalGlobal Biogeochemical Cycles2003#Climate ScienceDOI
Field validation of the DNDC model for greenhouse gas emissions in East Asian cropping systems
Cai Z.
This study validates the DNDC model for predicting greenhouse gas emissions from East Asian cropping systems. Using field measurements, it assesses model accuracy and applicability, providing insights for region-specific emission factors.
📚 Peer-reviewed · JournalCrop Journal2024#Climate ScienceDOI
Effect of rice cultivar on greenhouse-gas emissions from rice–fish co-culture
Xie K.
This study investigates the effect of rice cultivars on greenhouse gas emissions from rice-fish co-culture systems. It finds that certain varieties can reduce methane emissions, highlighting cultivar selection for climate-smart agriculture.
📚 Peer-reviewed · JournalGeophysical Research Letters2022#Climate ScienceDOI
The Multi-Decadal Response to Net Zero CO2 Emissions and Implications for Emissions Policy
Jenkins S.
Analyzes the long-term climate system response after achieving net zero CO2 emissions, providing insights for emissions policy design.
🇨🇳 China📚 Peer-reviewed · JournalEnvironmental Research Letters2026#Climate ScienceDOI
Substantial carbon sequestration potential over the Loess Plateau
Weixiang Cai, Chao Li, Lei Xu +5
This study evaluates carbon sequestration rates (CSR) in Loess Plateau ecosystems from 1980 to 2060 under three climate scenarios by integrating field data and models. It predicts a total increase of 2.62 Pg C in vegetation and soil, with C…
🇨🇳 China📚 Peer-reviewed · JournalCommunications Earth & Environment2026#Climate ScienceDOI
Global patterns of stabilized soil organic carbon and their potential implications for climate mitigation
Zhaoxin LI, Ziheng Zou, Xiaobo Liu +12
This study maps global stabilized soil organic carbon in the top one meter using machine learning, estimating 1304 Pg C—about half of total soil carbon—concentrated in wetlands and cold regions. It introduces a metric of soil negative carbo…
📚 Peer-reviewed · JournalNature Food2026#Climate ScienceDOI
Counting ozone reveals larger gains of decarbonization
Qinan Lu
This study shows that when ozone reduction benefits are counted alongside carbon reductions, the net gains from decarbonization are significantly larger than previously estimated. By quantifying air quality co-benefits, it strengthens the e…
CN📚 Peer-reviewed · JournalAsian Journal of Water, Environment and Pollution2026#Climate ScienceDOI
Unraveling urban greenhouse gas variability in Hefei: Integrating anthropogenic, biogenic, and transport controls on carbon dioxide and methane
Dandan Liu, Xiangyuan Liu, Ke Tang +1
This study analyzes long-term XCO2 and XCH4 variability in Hefei using satellite, ground, and modeling data. XCO2 growth rate (2.41 ppm/yr) exceeds global average, with a seasonal peak in autumn. Strong anthropogenic combustion influence in…
🌍 Global📚 Peer-reviewed · JournalEnvironmental Research Letters2026#Climate ScienceDOI
Nitrogen science for sustainable food systems and climate change mitigation
Diego Abalos, Klaus Butterbach-Bahl, Jorgen Olesen
This focus issue synthesizes nitrogen science across scales, addressing N2O emissions, nitrogen use efficiency, and accounting frameworks. It highlights integrated monitoring and modeling initiatives (SmartField, canN2Onet, N2Onet) and scen…
🇨🇳 China📚 Peer-reviewed · JournalForests2026#Climate ScienceDOI
Spatiotemporal Patterns of Carbon Storage in Hainan Bamen Bay Mangroves Based on a Decision Tree Classification
Yiwen Wang, Xiyu Guo, Hui Zhu +1
This study used a decision tree method to map mangroves in Hainan Bamen Bay with high accuracy, analyzing spatiotemporal dynamics and carbon storage from 2000 to 2020. Results show significant mangrove expansion and increased carbon storage…
📚 Peer-reviewed · JournalContemporary Mathematics2026#Climate ScienceDOI
Discrete Fractional Order Modeling of Plant Capture Carbon Dioxide Dynamical Analysis with Neural Networking
Aziz Khan, Hadeel Bin Amer, Thabet Abdeljawad +1
A nonlinear discrete mathematical model with neural networks analyzes how plant CO2 absorption capacities affect atmospheric CO2 levels. Using DNIM-LM algorithm, the study shows that higher absorption capacity leads to faster CO2 reduction,…
📚 Peer-reviewed · JournalWorld Development Sustainability2026#Climate ScienceDOI
Africa's carbon emissions: Probing the economic determinants, forecasting and proposing a roadmap towards carbon neutrality using a machine learning algorithm
Ebenezer Appiah, Na Song, Isaac Appiah-Otoo +3
This paper uses machine learning to analyze economic determinants of Africa's carbon emissions, forecasts future trends, and proposes a roadmap toward carbon neutrality. It models Africa's unique economic structures and emission patterns.