武汉大学主页平台管理系统 Chen Yumin--Home--Scientific Research

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Su Heng , Chen Yumin , Tan Huangyuan , John P. Wilson , Bao Lanhua , Chen Ruoxuan and 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.
Min Wankun , Chen Yumin , Huang Wenli , John P. Wilson , Tang Hao , Guo Meiyu and 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.
Tan Huangyuan , Chen Yumin , Mao Feiyue , John P. Wilson , Zhang Tengfei , Cui Xiana and 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.
Xu Rui , Chen Yumin , Han Ge , Guo Meiyu , John P. Wilson , Min Wankun and Ma Jianshen. Incorporating Spatial Autocorrelation into GPP Estimation Using Eigenvector Spatial Filtering. Forests. 15 (1198). 2024. (Python Code) https://github.com/609437568/data.git.
Ma Jianshen , Chen Yumin , Pan Jun , Xu Jiangong , Li Zhanghui , Xu Rui and 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.
Chen Yuejun , Chen Yumin , John P. Wilson , Yang Jiaxin , Su Heng and Xu Rui. A Multifactor Eigenvector Spatial Filtering-Based Method for Resolution-Enhanced Snow Water Equivalent Estimation in the Western United States. Remote Sensing. 15 (3821). 2023. (Python Code) https://github.com/yuejunchen123/RM-ESF-model.
Zhou Annan , Chen Yumin , John P. Wilson , Chen Guodong , Min Wankun and Xu Rui. A multi-terrain feature-based deep convolutional neural network for constructing super-resolution DEMs. International Journal of Applied Earth Observation and Geoinformation. 120, 10333. 2023.
Chen Guodong , Chen Yumin , John P. Wilson , Zhou Annan , Chen Yuejun and Su Heng. An Enhanced Residual Feature Fusion Network Integrated with a Terrain Weight Module for Digital Elevation Model Super-Resolution. Remote Sensing. 15 (4). 2023. (Python Code) https://github.com/Hyperionlucky/EDSR_pytorch.
Yang Jiaxin , Chen Yumin , John P. Wilson , Chun Yongwan , Chen Yuejun and Su Heng. A zero-inflated spatiotemporal analysis for snowpack variations and influence of environmental factors in the Northern Hemisphere. Journal of Hydrology. 616. 128760. 2023.
Chen Meijie , Chen Yumin , Xu Yanqing , An Qianying and Min Wankun. Population Flow based Spatial-temporal Eigenvector filtering modeling for Exploring effects of health risk factors on COVID-19. Sustainable Cities and Society. 87. 2022.

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