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Paper Publications
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Chen Ruoxuan , Chen Yumin , Zhang Tengfei , Zeng Fei and Li Zhanghui. A Transformer-Based Residual Attention Network Combining SAR and Terrain Features for DEM Super-Resolution Reconstruction.
Remote Sensing.
17 (3625). 2025. (python code) https://github.com/Crrr-X/TRAN-ST.
Min Wankun , Huang Wenli , Chen Yumin , Xu Rui and Bao Lanhua. Improving the spatial continuity of GEDI aboveground biomass density products using multi-source remote sensing data with consideration of spatial correlation and heterogeneity.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
2025. (python code) https://github.com/wkmin97/LGB_EV_SIT-forest-aboveground-biomass.git.
Chu Tianyou , Chen Yumin , Zhu Rui and Zeng Fei. Estimating urban flooding depth by integrating multimodal image-text data: A segment-level direct preference optimization-based multimodal large language model.
ISPRS Journal of Photogrammetry and Remote Sensing.
2025. (python code) https://figshare.com/s/475662ea5630ed498e2a.
Chu Tianyou , Chen Yumin , John P. Wilson and Liu Licheng. A large language model-enhanced argument extraction and clustering model for urban hotspot event detection using crowdsourced data.
Expert Systems With Applications.
2025. (Python Code)https://github.com/CTianyou/IDUED.
Zhang Tengfei , Chen Yumin , Zhang Lu , John P Wilson , Zhu Rui , Chen Ruoxuan and Li Zhanghui. Multi-Baseline Interferometry Based on Independent Component Analysis and InSAR Combinatorial Modelling for High-Precision DEM Reconstruction.
IEEE Transactions on Geoscience and Remote Sensing.
2025. (Python Code)https://github.com/tengfei8266/ISCM.
Zhang Tengfei , Chen Yumin , Zhu Rui , John P. Wilson , Song Jun , Chen Ruoxuan , Liu Licheng and Bao Lanhua. An Intelligent Learning Reconfiguration Model Based on Optimized Transformer and Multisource Features (TMSFs) for High-Precision InSAR DEM Void Filling.
IEEE Transactions on Geoscience and Remote Sensing.
2025. (Python Code)https://github.com/tengfei8266/TMSF.
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.
Patents
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基于残差注意力Transformer的高精度InSAR DEM智能化重构方法和系统. 2025-08-26. ZL202411667472.2.
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.
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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国家重点研发计划“城镇可持续发展关键技术与装备”重点专项,历史文化名城多场景数字孪生动态仿真系统构建技术研究. 2024YFC3811000. 2025-01-01 to 2027-12-31.
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. 2025-01-01 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 2027-12-31.
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.
Research Team
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