武汉大学主页平台管理系统陈玉敏--中文主页--科学研究

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科学研究

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研究领域

研究方向为大数据智能处理与分析，空间信息人工智能，地表过程动态模拟等相关领域。

论文成果

[1]. Su Heng , Chen Yumin , Tan Huangyuan , John P. Wilson , Bao Lanhua , Chen Ruoxuan 和 Luo Jiaxin. An improved geographic pattern based residual neural network model for estimating PM2.5 concentrations. International Journal of Applied Earth Observation and Geoinformation. 134 (104174). 2024. (Python Code) https://github.com/Tiny-tt/STVC-LG_paper.
[2]. Min Wankun , Chen Yumin , Huang Wenli , John P. Wilson , Tang Hao , Guo Meiyu 和 Xu Rui. Incorporating of spatial effects in forest canopy height mapping using airborne, spaceborne lidar and spatial continuous remote sensing data. International Journal of Applied Earth Observation and Geoinformation. 133 (104123). 2024. (Python Code) https://github.com/wkmin97/WEML_SE-forest-canopy-height.
[3]. Tan Huangyuan , Chen Yumin , Mao Feiyue , John P. Wilson , Zhang Tengfei , Cui Xiana 和 Li Zhanghui. PM2.5 estimation and its relationship with NO2 and SO2 in China from 2016 to 2020. International Journal of Digital Earth. 17 (1). 2024. (Python Code) https://github.com/Tiny-tt/STVC-LG_paper.
[4]. Xu Rui , Chen Yumin , Han Ge , Guo Meiyu , John P. Wilson , Min Wankun 和 Ma Jianshen. Incorporating Spatial Autocorrelation into GPP Estimation Using Eigenvector Spatial Filtering. Forests. 15 (1198). 2024. (Python Code) https://github.com/609437568/data.git.
[5]. Ma Jianshen , Chen Yumin , Pan Jun , Xu Jiangong , Li Zhanghui , Xu Rui 和 Chen Ruoxuan. SCT-CR: A synergistic convolution-transformer modeling method using SAR-optical data fusion for cloud removal. International Journal of Applied Earth Observation and Geoinformation. 130 (103909). 2024. (Python Code) https://github.com/horse-dog/CR-Project.

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陈玉敏

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