MULTI-SOURCE

作品数：182被引量：306H指数：8
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Source and variability of formaldehyde in the Fenwei Plain:An integrated multi-source satellite and emission inventory study
《Journal of Environmental Sciences》2025年第4期254-266,共13页Liang Li Keqin Duan Yuyao Wu Junhua Yang Ting Yang Peihong Shi Rong Chen 
supported by the National Natural Science Foundation of China(No.41571062);the Fundamental Research Funds for the Central Universities(No.2021TS014);the Natural Science Basic Research Plan in Shaanxi Province of China(No.2023-JC-YB-259).
Formaldehyde(HCHO)is a high-yield product of the oxidation of volatile organic compounds(VOCs)released by anthropogenic activities,fires,and vegetations.Hence,we examined the spatiotemporal variation trends in HCHO co...
关键词：OMI HCHO Urban thermal anomalies(UTAs) Fires ISOPRENE 
MMH-FE:AMulti-Precision and Multi-Sourced Heterogeneous Privacy-Preserving Neural Network Training Based on Functional Encryption
《Computers, Materials & Continua》2025年第3期5387-5405,共19页Hao Li Kuan Shao Xin Wang Mufeng Wang Zhenyong Zhang 
supported by Natural Science Foundation of China(Nos.62303126,62362008,author Z.Z,https://www.nsfc.gov.cn/,accessed on 20 December 2024);Major Scientific and Technological Special Project of Guizhou Province([2024]014);Guizhou Provincial Science and Technology Projects(No.ZK[2022]General149) ,author Z.Z,https://kjt.guizhou.gov.cn/,accessed on 20 December 2024);The Open Project of the Key Laboratory of Computing Power Network and Information Security,Ministry of Education under Grant 2023ZD037,author Z.Z,https://www.gzu.edu.cn/,accessed on 20 December 2024);Open Research Project of the State Key Laboratory of Industrial Control Technology,Zhejiang University,China(No.ICT2024B25),author Z.Z,https://www.gzu.edu.cn/,accessed on 20 December 2024).
Due to the development of cloud computing and machine learning,users can upload their data to the cloud for machine learning model training.However,dishonest clouds may infer user data,resulting in user data leakage.P...
关键词：Functional encryption multi-sourced heterogeneous data privacy preservation neural networks 
Measurement of Urban Vitality and Its Relationship with the Built Environment Based on Multi-Source Big Data: A Case Study of Hefei
《China City Planning Review》2025年第1期75-87,共13页Zhao Liwei Xuan Wei Peng Kang Zhang Wen Lu Yanfei 
funded by the National Natural Science Foundation of China(projects of No.52008143 and No.52478050);the Fundamental Research Funds of the Central Universities of China。
Urban vitality is a complex and multifaceted concept that is pivotal to the livability and sustainability of cities.Recent studies have measured urban vitality and its relationship with the built environment from the ...
关键词：urban vitality built environment big data Maslow's theory of needs spatial autocorrelation geographic detector model 
Multi-source and multi-temporal remote sensing image classification for flood disaster monitoring
《Global Geology》2025年第1期48-57,共10页LI Zhu JIA Zhenyang DONG Jing LIU Zhenghong 
Flood disasters can have a serious impact on people's production and lives, and can cause hugelosses in lives and property security. Based on multi-source remote sensing data, this study establisheddecision tree class...
关键词：MULTI-TEMPORAL decision tree classification flood disaster monitoring 
A two-phase learning approach integrated with multi-source features for cloud service QoS prediction
《Frontiers of Engineering Management》2025年第1期117-127,共11页Fuzan CHEN Jing YANG Haiyang FENG Harris WU Minqiang LI 
National Natural Science Foundation of China(Grants Nos.72394373,72231004,72022012,and 71971153).
Quality of Service(QoS)is a key factor for users when choosing cloud services.However,QoS values are often unavailable due to insufficient user evaluations or provider data.To address this,we propose a new QoS predict...
关键词：cloud service QoS prediction matrix factorization deep neural network 
A comprehensive analysis method for adverse geology in tunnels based on geological information and multi-source geophysical data
《Applied Geophysics》2025年第1期43-52,232,共11页Peng Wang Shi-shu Zhang Wei-dong Chen Yi-guo Xue Zi-ming Qu Hua-bo Xiao Mao-xin Su Kai Zhang 
National Natural Science Foundation of China(grant numbers 42293351,41877239,51422904 and 51379112).
Advanced geological prediction is a crucial means to ensure safety and efficiency in tunnel construction.However,diff erent advanced geological forecasting methods have their own limitations,resulting in poor detectio...
关键词：Advanced geological prediction Comprehensive analysis Geological information Transient electromagnetic Induced polarization Tunnel seismic prediction 
Overview and New Opportunities for Multi-Source Data Assimilation
《Journal of Meteorological Research》2025年第1期1-25,共25页Xiaolei ZOU 
Supported by the National Key Research and Development Program of China(2018YFC1507004).
The world witnessed an accelerated development of various types of meteorological observing technology,an evolution of numerical weather prediction(NWP)models from single atmospheric component to coupled multi-compone...
关键词：multi-source observations data assimilation innovative use of high-resolution observations 
Coupling Multi-Source Satellite Remote Sensing and Meteorological Data to Discriminate Yellow Rust and Fusarium Head Blight in Winter Wheat
《Phyton-International Journal of Experimental Botany》2025年第2期421-440,共20页Qi Sheng Huiqin Ma Jingcheng Zhang Zhiqin Gui Wenjiang Huang Dongmei Chen Bo Wang 
supported by National Key R&D Program of China(2022YFD2000100);National Natural Science Foundation of China(42401400);Zhejiang Provincial Key Research and Development Program(2023C02018).
Yellow rust(Puccinia striiformis f.sp.Tritici,YR)and fusarium head blight(Fusarium graminearum,FHB)are the two main diseases affecting wheat in the main grain-producing areas of East China,which is common for the two ...
关键词：Winter wheat yellow rust(YR) fusarium head blight(FHB) DISCRIMINATION remote sensing and meteorology 
Evaluation and comparison of separated precipitation types from multisources data in the Chinese Tianshan mountainous region
《Journal of Mountain Science》2025年第2期489-504,共16页YANG Chuanming LI Xuemei ZHANG Xu WU Jun LI Lanhai 
financial support from the National Natural Sciences Foundation of China(42261026,and 42161025);the Open Foundation of Xinjiang Key Laboratory of Water Cycle and Utilization in Arid Zone(XJYS0907-2023-01)。
Precipitation types primarily include rainfall,snowfall,and sleet,and the transformation of precipitation types has significant impacts on regional climate,ecosystems,and the land-atmosphere system.This study employs ...
关键词：Multi-sources data Precipitation types Accuracy CTMR 
Application of a multi-monitoring system and its temperature correction
《Journal of Mountain Science》2025年第2期681-694,共14页LIU Songyuan YANG Peixi HE ManChao TAO Zhigang 
financial support from the National Natural Science Foundation of China(No.42377154)。
The Dazu Rock Carvings in Chongqing were inscribed on the World Heritage List in 1999.In recent years,the Dazu Rock Carvings have faced environmental challenges such as geological forces,increased precipitation,pollut...
关键词：Multi-source Monitoring System Data Fitting Dazu Rock Carvings Rock Cave Protection 
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