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.
Showing 61–80 of 1260 papers
Zhai Y.
A hybrid CNN-SVR neural network is proposed to predict soil greenhouse gas emissions. Soil GHG fluxes matter for agricultural and land-use emission inventories, so improved ML prediction could sharpen monitoring. However, with no abstract a…
Ming-Chih Jason Wang, Ming-Chih Jason Wang
Using 27,239 grid cells and 1980–2025 data for Taipei, this study integrates historical GIS, remote sensing, LOD1 building models, and metro OD data with XGBoost, TreeSHAP, and MGWR. MGWR achieves adjusted R2 of 0.886, revealing multiscale …
Xiao Zhao, Shaoqing Chen, Xuemei Wang +4
This study assesses how much carbon tree planting could sequester in China's Greater Bay Area under future climate scenarios. It contributes a regional, scenario-based quantification of nature-based sink potential and how it shifts with cli…
Fortune Ganda, Lelethu Mantangayi
Using MMQR on five BRICS economies (1980–2022), the study links material footprint, growth, electoral democracy, and corruption to per-capita carbon emissions. Material footprint is positively associated with emissions across quantiles, ris…
Mikkel Bennedsen, Eric T. Hillebrand, Morten Ørregaard Nielsen
The four annual Global Carbon Project time series (atmospheric CO2, anthropogenic emissions, land and ocean uptake) are analyzed as a multivariate cointegrated system. Tests find rank-three cointegration with anthropogenic emissions as the …
Junzhuo Liu, Lina Gong, O. Oenema +1
Synthesizing 375 Chinese studies, this paper evaluates long-term impacts of direct straw return (DSR) on soil organic carbon, yield, and net carbon benefit (NCB). SOC gains and yield increases plateau, and national NCB eventually turns nega…
Ghassen El Montasser, Hichem Saidi, Simplice A. Asongu
Using a panel CS-ARDSL model for MENA countries (1993–2022), this study examines how economic diversification, climate change, and renewable energy affect agricultural value added. Diversification boosts agriculture in the short run, climat…
Wendu Kebede Gemeda
This review synthesizes literature, reports, and policy documents on how agroforestry and plantation forests contribute to forest conservation and climate change mitigation. Agroforestry enhances tree cover on farmland, biodiversity, soil f…
Ou Y.
A study on the role of non-CO2 greenhouse gases (methane, N2O, F-gases) in limiting global warming. Without an abstract, details are unclear, but it likely argues that CO2-only decarbonization pathways are insufficient and that non-CO2 miti…
Pryor S.W.
A study assessing how different agricultural practices affect energy use and greenhouse gas emissions in South African sugarcane production. It appears to contribute farm-level emissions inventory or LCA-type evidence relevant to decarboniz…
Caviglia M.
This study estimates greenhouse gas emissions from volatile anaesthetics (e.g. desflurane, sevoflurane) across 41 countries over 2013–2023. These agents have high global warming potentials yet are often poorly captured in national inventori…
Sarbassov Y.
A case study quantifying greenhouse gas emissions from municipal solid waste management at Astana International Airport. It highlights the decarbonization potential of waste handling at a specific facility. Detailed methods and findings are…
Xie Y.
An empirical study examining how agricultural economic quality and energy consumption affect greenhouse gas emissions across China's major grain-producing regions. It offers a lens on balancing agricultural decarbonization with economic dev…
Kai Cheng, Ang Chen, Yu Ren +13
Using paired UAV and satellite LiDAR, tree-density maps, and multiple biomass datasets across China's planted forests, this study shows aboveground biomass responds in a hump-shaped way to stand density. Matching density to local conditions…
Rogelio Omar Corona-Núñez, Rosa Isela Jasso-Flores, Francisco E. Ramas Arauz +3
Using 992 household surveys and 100-m machine learning models, this study estimates spatially disaggregated per capita carbon footprints for diet, housing, and transportation in the Mexico City Metropolitan Area. Mean footprints reach 10.1 …
Sadagat E. Ahmadova, Jeyhun Mahmudov, Rahibə ƏBDÜLHƏSƏNOVA +2
Using a 79-economy panel (1995–2022), this paper examines whether the carbon intensity of production relates to within-country income inequality. It finds that, conditional on income, higher per capita emissions are associated with lower me…
Elysse Prussing, Jenni Doust, Frances Guy +1
A retrospective Australian regional study compared carbon footprints of Midwifery Group Practice (MGP) versus standard medically led maternity care. MGP episodes averaged 52.87 kgCO2e versus 99.51 kgCO2e for standard care—roughly half. Find…
Haixuan Geng, Ling Xie, Yu Jiang +3
Using 2000-2025 land-use data, this study analyzes carbon-stock dynamics and drivers in South China's karst-coastal zones. Coupling PLUS and InVEST models, it simulates three land-management scenarios for 2030 and 2035. A steep-slope protec…
Sophia Aparecida Morro Chamilete, Matheus Deniz, A. L. M. Novo +4
This study integrates GHG emissions and removals into a farm-scale carbon balance for Brazilian tropical dairy systems, comparing high (HPS) and medium (MPS) production levels using IPCC and LEAP guidelines. HPS shows lower emission intensi…
Jia-Wei Yu, Zu-Heng Cheng, De-Xing An +3
Using land-use, socioeconomic, and MODIS NPP data, this study estimates China's land-use carbon emissions and sequestration for 2000–2021. Construction-land emissions rose 235% while forest sequestration grew 16.6%. A Gaussian Process Regre…
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