GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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🌍 GlobalJournalMitigation and Adaptation Strategies for Global Change2026#Climate ScienceDOI
Soil organic carbon in the colombian paramos: an opportunity for climate mitigation
Juan C. Benavides, Leonardo Segura, Armando Sarmiento +3
Using >1,800 SOC observations across Colombian páramos, the authors modeled soil organic carbon density with a random forest capturing non-linear responses to elevation, climate, terrain and land use, explaining 65% of independent variance …
Peer-reviewed🇪🇺 EuropeJournalInternational Soil and Water Conservation Research2026#Climate ScienceDOI
Advancing soil protection through nature-based solutions: an integrated evaluation of environmental, societal, and funding factors
Daniel Ruiz-Beamonte, Marianna Garfí
A review synthesizing the state of the art on soil nature-based solutions (NbS) across environmental, social and economic dimensions. Agroforestry, reforestation, biochar and bioremediation support carbon sequestration, biodiversity and wat…
Peer-reviewed🇯🇵 JapanJournalJournal of Sustainability2026#Climate ScienceDOI
Futurability and Transcendability in Future Design: An AI-Assisted Exploratory Assessment from an Expert Workshop on Carbon Neutrality
Tatsuyoshi Saijo
Reports a six-hour Future Design workshop with 24 chemical-innovation experts envisioning a 2050 post-carbon-neutral society. Using AI-assisted dialogue analysis checked against human coding, it assesses two capacities: futurability and tra…
Peer-reviewed🇪🇺 EuropeJournalApplied Vegetation Science2026#Climate ScienceDOI
Semi‐Natural Grasslands as Important Soil Carbon Reservoirs: Environmental Drivers of Topsoil Carbon Stocks Across Temperate Grassland Habitat Types
Elvi Liiv, Triin Reitalu, Aveliina Helm
This study measured topsoil (0–10 cm) organic carbon stocks at 227 sites across 12 semi-natural grassland habitat types and cultivated grasslands in Estonia. SOC stocks ranged from 21.7 to 50.3 t C/ha, with dry cultivated grasslands lowest …
Peer-reviewed🇨🇳 ChinaJournalACS ES&T Water2026#Climate ScienceDOI
Combatting Global Degradation of the Blue Carbon Ecosystem
Shilong Li, Li Xie, Liang Duan
This review clarifies the global degradation status of blue carbon ecosystems (BCEs) and identifies drivers including climate-mediated stress and direct human interference. It constructs a full-process standardized roadmap for BCE conservat…
Peer-reviewed🌍 GlobalJournalEnvironmental Progress & Sustainable Energy2026#Climate ScienceDOI
Carbon dioxide emissions and vulnerability to climate change in Africa: How public goods moderate policy syndromes
Simplice Anutechia Asongu, Judith C. M. Ngoungou, Yapatake Kossele Thales Pacific
Using interactive quantile regressions across 51 African countries, this study examines how public goods provision (sanitation, basic water, electricity) moderates the effect of policy syndromes—temperature, foreign investment, population g…
Peer-reviewedJournalFrontiers in Forests and Global Change2026#Climate ScienceDOI
Large tree and forest structural attributes drive biomass and carbon distribution in tropical dry deciduous forests of Rajasthan, India
Naveen Kumar, Archana Meena
This study quantified biomass and carbon stocks across five stands in two wildlife sanctuaries of tropical dry deciduous forest in Rajasthan, India, using allometric equations and Forest Survey of India protocols. Carbon varied widely among…
Peer-reviewed🌍 GlobalJournalNature Cities2026#Climate ScienceDOI
Systematic overview of climate actions for health in cities
Emma J. Hutchinson, Tobias Magnus Schuster, Melanie A. Crane +21
An overview of 60 systematic reviews assessing health co-impacts of city-level climate actions. Evidence clusters on transport, buildings and urban form; health co-benefits mainly arise from active transport and improved housing. Single-sec…
Peer-reviewedCNJournalLand2026#Climate ScienceDOI
Study on Spatiotemporal Evolution, Decoupling Characteristics and Driving Mechanism of Agricultural Carbon Emissions from Technological Progress—Panel Evidence from 21 Prefectures (States) in Sichuan Province, China
Lin Wang, Qin Chen
Using 2015–2024 panel data from 21 prefectures in Sichuan, China, this study calculates agricultural carbon emissions across farmland use, paddy methane, crop cultivation, straw burning and livestock. SDE and Tapio decoupling models reveal …
Peer-reviewedJournalAnaesthesia Critical Care & Pain Medicine2026#Climate ScienceDOI
The Carbon Footprint of Clinical Artificial Intelligence in Anaesthesiology: An Order-of-Magnitude Comparison with Current Clinical Practice
Elena Giovanna Bignami, Mattia Madeo, Sara Fedele +4
This study estimates the carbon footprint of clinical AI used in anaesthesiology and compares it at order-of-magnitude level with current clinical practice. It quantifies how AI deployment affects emissions in healthcare settings, offering …
Peer-reviewedJournalVeredas do Direito Direito Ambiental e Desenvolvimento Sustentável2026#Climate ScienceDOI
CULTIVATING CLIMATE JUSTICE AND HUMAN RIGHTS IN BRAZILIAN VEGETABLE FAMILY FARMING: SOIL ORGANIC CARBON FRACTIONS IN GREENHOUSE MELON AS A CO-BENEFIT AND JUST TRANSITION STRATEGY
Mariana Rodrigues Fontenelle, N. R. Madeira, Swiany Silveira Lima +2
This study measured soil organic carbon and its physical fractions (POC, MAOC) across two greenhouse melon cycles in Brasília under conventional tillage, minimum tillage, and no-till vegetable systems. POC was the most dynamic fraction, wit…
Peer-reviewed🌍 GlobalJournalModeling Earth Systems and Environment2026#Climate ScienceDOI
Spatiotemporal CO₂ emission prediction modeling methods: a comprehensive literature review
zara omar, Liwan Liyanage
This first comprehensive PRISMA-based systematic review analyzes 45 peer-reviewed studies (2000–2025) on spatiotemporal CO₂ emission prediction. It documents rapid advances in data-driven, hybrid, and remote-sensing-integrated models while …
Peer-reviewedCNJournalBuilding and Environment2025#Climate ScienceDOI
Spatial dynamics of per capita building carbon emissions in the Greater Bay Area: Pathways to net zero carbon by 2060
Chen R.
This study analyzes the spatial dynamics of per-capita building carbon emissions across the Greater Bay Area and explores pathways to net-zero carbon by 2060. It maps inter-city and regional emission disparities and their drivers to outline…
Peer-reviewed🌍 GlobalJournalJurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management)2026#Climate ScienceDOI
Integrating Specific Emission Factors and Spatial Autocorrelation Analysis to Evaluate Urban Carbon Emissions in Residential and Waste Sectors: A CaseStudy of Mojokerto City, Indonesia
Taufiq Hidayat, Imam Santoso, Maharani Pertiwi Koentjoro
Using IPCC Tier 2 Specific Emission Factors combined with spatial autocorrelation analysis (Moran's I, LISA, Getis-Ord Gi*), this study quantifies and maps sub-district carbon emissions in Mojokerto City, Indonesia. Residential emissions do…
Peer-reviewedCNJournalJournal of Nanjing University of Information Science and Technology2024#Climate ScienceDOI
Estimation of greenhouse gas emissions from croplands in Yangtze River Delta
Ge R.
A study estimating greenhouse gas emissions from croplands in China's Yangtze River Delta. It contributes to regional agricultural GHG inventory methods. No abstract is available, so methods and findings remain unclear.
Peer-reviewed🇺🇸 USAJournalApplied Economic Perspectives and Policy2026#Climate ScienceDOI
Growing More While Emitting Less? Decoupling US Agricultural Production and Greenhouse Gas Emissions
Ortiz-Bobea A.
This paper examines whether US agricultural production growth has decoupled from greenhouse gas emissions. Without an available abstract, the exact methods and findings remain unclear, but the work empirically tests the compatibility of ris…
Peer-reviewed🌍 GlobalJournalGeophysical Research Letters2026#Climate ScienceDOI
Unexpected Inter‐Annual Variability in Methane Emissions From Western Siberia’s Oil and Gas Sector
Takuto Taguchi, M. Sasakawa, T. Machida +4
Using 2005–2021 atmospheric CH4 and CO2 measurements from JR-STATION in Western Siberia, the study analyzes inter-annual variability in oil-and-gas methane emissions. Contrary to monotonic national inventory trends, emissions rose over 40% …
Peer-reviewed🇨🇳 ChinaJournalLand Use Policy2026#Climate ScienceDOI
Optimizing grassland biodiversity and carbon co-benefits under climate change: An integrated climate-ecological-economic modelling framework
Rong‐Gang Cong, Xin Zhang, Wenying Han +2
An integrated climate-ecological-economic framework evaluates biodiversity-carbon trade-offs in Inner Mongolian steppe grasslands. Using butterflies as biodiversity indicators and NSGA-II optimization under SSP1-2.6 to SSP5-8.5, it derives …
Peer-reviewed🇨🇳 ChinaJournalPubMed2026#Climate ScienceDOI
[Impacts of exogenous carbon inputs on soil carbon budget and the underlying regulatory mechanisms.]
Meiling Zhao, Guo-Dong Wang, Ming Wang +5
This review synthesizes how exogenous carbon inputs regulate soil organic carbon mineralization and stabilization, including priming effects that create uncertainty in the soil carbon budget. It organizes key regulatory mechanisms—microbial…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Climate ScienceDOI
Inland Migration Space Requirements for Maintaining Blue Carbon Stocks after Spartina Eradication under Accelerating Sea Level Rise
Wenzhen Zhao, Micheli D. P. Costa, Shiwei Lin +10
China's Spartina eradication across 18,000 km of coast may release 21.4 Mt CO2. Coupling species distribution modeling with SLAMM, the study projects two post-eradication restoration strategies (Environmental Suitability vs. Optimized Carbo…