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Scientific Research
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Paper Publications
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Wang Jianuo , Li Huawei and Chen Yumin. Seg-invRender: fusing semantic segmentation based on NeRF for inverse rendering considering shadows.
Visual Computer.
2024. (Python Code)https://github.com/wjn-uo/Seg-InvRender.
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.
Patents
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一种高精度DEM数据缺失区域填补方法及装置. 2024-12-21. ZL202411434741.0.
基于随机森林的积雪时空分析与预测方法. 2024-10-01. ZL 202210472159.8.
顾及空间异质性的雪水当量栅格数据建模及分析方法. 2024-09-24. ZL 202210171309.1.
顾及全局空间自相关性和局部异质性的地面PM2.5浓度建模方法. 2024-09-24. ZL 202111121091.0.
基于雪水当量栅格数据的空间回归建模方法. 2024-07-16. ZL 202210472277.9.
一种基于零膨胀时空回归模型的雪水当量建模和预测方法. 2024-06-25. ZL 202111661300.
一种基于深度学习和街景图像的图像定位方法. 2024-04-30. ZL 202210478747.2.
PM2.5浓度估算模型的构建方法. 2024-04-16. ZL 202210578832.6.
结合地形特征的DEM超分辨率重建方法. 2024-04-05. ZL 202111622850.1.
基于融合地形特征的月表多尺度DEM建模方法. 2024-01-16. ZL202311352195.1.
Published Books
数字地形建模与分析集成平台[ 简称:DTM-A ] V1.0.
空间信息服务链可视化建模工具 [ 简称:GeoChaining ] V1.0.
带缓存的网络地图服务客户端 [ 简称:Cached WMS Client ].
地球空间信息服务集成系统 [ 简称:GeoSIS ] V1.0.
Research Projects
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国家自然科学基金面上项目,基于SAR的高精度DEM生成及数据缺失区域智能化学习重构建模. 42471456. 2024-09-01 to 2028-12-31.
共建武汉大学-东方时空开放地球引擎. 2023-01-01 to 2027-12-31.
国家重点研发计划“地球观测与导航”重点专项, "光学/雷达共时相成像与探测技术”. 2022YFB3902303. 2023-01-01 to 2025-12-31.
教育部空天信息智能服务集成攻关大平台. 2042022dx0001. 2022-01-01 to 2024-12-31.
国家重点研发计划“地球观测与导航”重点专项,“泛在位置语义表达与位置服务方法研究”. 2018YFB0505302. 2018-05-01 to 2022-04-30.
国家自然科学基金面上项目,“顾及地表形态的多尺度数字地形分析研究”. 41671380. 2017-01-01 to 2020-12-31.
国家重点研发计划“地球观测与导航”重点专项,“全球位置信息叠加协议与位置服务网技术”. 2017YFB0503704. 2017-01-01 to 2020-12-31.
地理国情监测外协项目“针对地理国情普查数据的空间统计分析并行化方法研究”. 2014-07-01 to 2015-06-30.
国家863重点项目“城市复杂时空数据集成分析与空间决策模拟”. 2013AA122302. 2013-07-01 to 2015-12-01.
国家863重点项目“统一时空体系下的多源信息实时接入与异构信息自主加载技术”. 2013AA122301. 2013-07-01 to 2015-12-01.
Research Team
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