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.
Peer-reviewed🇨🇳 ChinaJournalCommunications 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-reviewedJournalNature 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…
Peer-reviewedCNJournalAsian 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…
Peer-reviewed🌍 GlobalJournalEnvironmental 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…
Peer-reviewed🇨🇳 ChinaJournalForests2026#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-reviewedJournalContemporary 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-reviewedJournalWorld 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.
Peer-reviewed🇨🇳 ChinaJournalResources Environment and Sustainability2026#Climate ScienceDOI
Synergizing climate change adaptation and mitigation in agriculture through crop switching: A sustainable pathway to ensure China's food security by the 2050s
Zhanhang Zhou, Keke Li, Chen Zeng +8
This study uses a spatial optimization model to analyze crop switching in China for synergizing climate adaptation and mitigation. Results show adaptation strategies increase production but raise GHG emissions, while mitigation strategies r…
Peer-reviewedJournalAgriculture, Ecosystems & Environment2026#Climate ScienceDOI
Benefits of planting green manure on soil greenhouse gas emissions and soil carbon and nitrogen pools: A three-year maize field experiment and meta-analysis
Zhenggui Zhang, Weibin Huang, Jian Wang +10
This study evaluates the effects of planting green manure on soil greenhouse gas emissions and carbon/nitrogen pools through a three-year maize field experiment and meta-analysis. Results indicate that green manure can enhance soil carbon s…
Peer-reviewed🇨🇳 ChinaJournalLand Degradation and Development2026#Climate ScienceDOI
Carbon Neutrality Pathways Through Ecological Restoration: Synergies Between Climate Change Mitigation and Degradation Control
Tianzhi Huang, Li Ma, Xuemei Wang +3
This study prioritizes ecological restoration pathways for carbon neutrality and land degradation neutrality in China's degraded landscapes. Using a fuzzy MCDM framework, it identifies precipitation, soil moisture, soil organic carbon, and …
Peer-reviewedJournalEnvironmental Research Communications2026#Climate ScienceDOI
Declining wood density in a Tasmanian conifer limits its role in climate change mitigation
Alessia Bono, Benjamin James Henley, Alan Crivellaro +3
Analyzing 100 years of tree-ring data from King Billy pines in Tasmania, this study finds a decline in wood density from 0.418 to 0.343 g/cm³, resulting in a 10% reduction in carbon accumulation. It suggests that climate change may limit fo…
Preprint🇨🇳 China2026#Climate Science
Spatiotemporal evolution of net ecosystem productivity and the driving mechanisms in Horqin Sandy Land, China (postprint)
XU Xiaona, ZHANG Huayong, ZHANG Huayong
This study analyzes the spatiotemporal dynamics of net ecosystem productivity (NEP) in Horqin Sandy Land, China, from 2000 to 2020, and investigates the driving mechanisms under combined anthropogenic and environmental pressures. The findin…
Preprint🇨🇳 China2026#Climate Science
Spatiotemporal Evolution Characteristics of the Dry-Wet Boundary in the Otindag Sandy Land from 1961 to 2023 (Postprint)
Pengtao Liu, Han Fang, Kang Xueer +1
This study analyzes spatiotemporal changes in dryness-wetness boundaries in the Otindag Sandy Land (China) from 1961-2023 using meteorological data. Results show a significant drying trend, with the dry-wet boundary shifting southeastward, …
Preprint🇨🇳 China2026#Climate Science
Spatiotemporal Variation Characteristics of Crop Heat Stress in Xinjiang (Postprint)
Hao Tan, Lin Haixia, Ke-Fan Yi +7
Using the China Meteorological Forcing Dataset, this study analyzes crop heat stress in Xinjiang with three indicators: Accumulated Heat Stress Days (AHSD), Heat Stress Intensity (HSI), and Heat Degree Days (HDD). Mann-Kendall trend test, S…
Preprint🇨🇳 China2026#Climate Science
Spatiotemporal patterns and driving forces of dust weather events in Central Asia from 2000 to 2020 postprint
LIU Yuhan, ZHAO Yuanyuan, GAO Guanglei +3
This study analyzes the spatiotemporal patterns and driving forces of dust weather events in five Central Asian countries from 2000 to 2020 using meteorological observations. The results show that dust events are concentrated in spring and …
Preprint🇨🇳 China2026#Climate Science
Simulation of Vegetation Growth Dynamics and Climate Driving Mechanisms in the Qinling-Daba Mountains Driven by Climate Scenarios (Postprint)
Jintao Gao, Chong Zhang, Jing Jing +2
This study analyzes vegetation growth dynamics in the Qinling-Daba Mountains, a climate transition zone in China, using MODIS data and climate factors from 2001-2023. It applies multiple linear regression to predict NDVI under future climat…
Preprint🇨🇳 China2026#Climate Science
Effect of drought and elevated temperature on the physiological and biochemical properties of C3 and C4 halophytes in Amaranthaceae (postprint)
Zulfira RAKHMANKULOVA, Elena SHUYSKAYA, Maria PROKOFIEVA +4
This study examines the effects of drought and elevated temperature on C3 and C4 halophytes in Amaranthaceae. It analyzes morphophysiological, biochemical, and molecular-genetic mechanisms of tolerance, highlighting their potential for rest…
Preprint🇨🇳 China2026#Climate Science
Modeling decadal snow and ice dynamics and their hydrological impacts in the Balkhash Lake Basin, Central Asia (Postprint)
GAN Guojing, WU Jinglu, YANG Ruibiao +3
This study integrates satellite data and a degree-day model to reconstruct decadal snow and ice dynamics in the Balkhash Lake Basin from 1950 to 2014, assessing hydrological impacts under climate change. Results highlight the critical role …
Preprint🇨🇳 China2026#Climate Science
Post-print of Spatiotemporal Variations and Climate Attribution of Snow Depth in the Sanjiangyuan Region from 1980 to 2020 Based on Remote Sensing Monitoring
Cao Xiaoyun, Zhou Bingrong, Lei Chunmiao +3
This study analyzes spatiotemporal variations of snow depth in the Sanjiangyuan region from 1980 to 2020 using remote sensing data, attributing changes to climate factors. It reveals elevation-dependent and regional differences in snow dept…
Preprint🇨🇳 China2026#Climate Science
Synergistic trade-off between desertification and lake evolution in the eastern Qinghai Lake region since the late Last Glacial Interstadial: Evidence from aeolian sediments
HU Mengjun, XU Aokang, HU Mengjun
This study reconstructs environmental evolution since the Last Glacial Interstadial using aeolian sediments from eastern Qinghai Lake, China. By analyzing grain size, chroma, and magnetic susceptibility, it reveals a synergistic trade-off b…