教育经历
1994-1998 学士学位 武汉大学
1998-2001 硕士学位 武汉大学
2001-2004 博士学位 中国科学院遥感应用研究所
工作经历
2004-2006 博士后 北京大学遥感与GIS研究所
2006-2007 讲师 北京大学遥感与GIS研究所
2007-目前 副教授 北京大学遥感与GIS研究所
所属专业
地图学与地理信息系统专业
研究领域
空间知识表达与挖掘
空间数据智能理解
时空统计与环境应用
本科生课程
《遥感图像处理实践》（主讲，32学时）(2011-present)
研究生课程
《空间分析方法与应用》（主讲，54学时）(2006-present)
《遥感专题信息提取与分析》（主讲，36学时）(2006-present)
承担项目
2015-2018
国家自然科学基金面上项目 参与 基于关系语义的空间场景信息理解
2012-2015
国家自然科学基金面上项目 主持人 多尺度空间关系建模与异常检测方法研究
2011-2012
国家高分辨率对地观测系统重大专项（E-应用系统项目） 主持人 环境保护遥感动态监测信息服务系统先期攻关——子课题：高分城市生态环境遥感监测示范关键技术研究
2009-2010
国家863专题项目 主持人 尺度敏感的矢量数据跨尺度查询与匹配分析（编号：2009AA12Z209）
2009-2012
北京市科学技术委员会 主持人 北京市科技新星计划（2009A02）
2009-2011
国家自然科学基金青年基金 主持人 影像目标不确定空间关系及其尺度效应研究（编号）
学术及社会任职
《International Journal of Image and Data Fusion》特邀编委 Journal of Geovisualization and Spatial Analysis》编委 多维数据建模工作组成员
The Second International Workshop on Earth Observation and Remote Sensing Applications（EORSA 2012）组委员会成员
The 2017 International Workshop on Image and Data Fusion (IWIDF 2017)共同主席
The Fifth International Workshop on Earth Observation and Remote Sensing Applications（EORSA 2018）组委员秘书长
学术成果
1. Shihong Du*, Xiaonan Wang. Classifying natural-language spatial relation terms with random forest algorithm. International Journal of Geographical Information Science, 2017, 31(3): 542-568.
2. Shihong Du*, Liqun Luo, Mi Shu. Extracting building patterns by combining bottom-up and top-down strategies. ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 122: 81-96.
3. Shihong Du*, Luo Guo. Similarity measurements on multi-scale qualitative locations. Transactions in GIS, 2016, 20(6): 824-847.
4. Shihong Du*, Shu Mi. Representation and discovery of building patterns: a three-level relational approach. International Journal of Geographical Information Science, 2016, 30(6): 1161-1186.
5. Shihong Du*, Chen-Chieh Feng. Integrative representation and inference of qualittive locations about points, lines and polygons. International Journal of Geographical Information Science, 2015, 29(6): 980-1006.
6. Shihong Du*, Chen-Chieh Feng, and Qiao Wang. Multi-scale qualitative location: a topology-based model. Transactions in GIS, 2014, 18(4): 604-631.
7. Shihong Du*, Qiao Wang, Luo Guo. Modeling scale dependences of topological relations between lines and regions induced by reduction of attributes. International Journal of Geographical Information Science, 2010, 24(11): 1649-1686.
8. Shihong Du*, Luo Guo, Qiao Wang. Scale-explicit model for checking directional consistency in multi-resolution spatial data. International Journal of Geographical Information Science, 2010, 24(3): 465-485.
9. Shihong Du*, Luo Guo, Qiming Qin. Modeling and querying approximate direction relations. ISPRS Journal Photogrammetry and Remote Sensing, 2010, 65(4): 328-340.
10. Shihong Du*, Luo Guo, Qiao Wang, Qimin Qin. Efficiently computing and deriving topological relation matrices between complex regions with broad boundaries. ISPRS Journal of Photogrammetry and Remote Sensing, 2008, 63(6): 593-609.
11. Xiuyuan Zhang, Shihong Du*. Hierarchical semantic cognition for urban functional zones with VHR satellite images and POI data. ISPRS Journal of Photogrammetry and Remote Sensing, 132: 170-184, 2017.
12. Wenzhi Zhao, Shihong Du*, Qiao Wang, William J. Emery. Contextually guided very-high-resolution imagery classification with semantic segments. ISPRS Journal of Photogrammetry and Remote Sensing, 132: 48-60, 2017.
13. Xiuyuan Zhang, Shihong Du*. Learning selfhood scales for urban land cover mapping with VHR images. Remote Sensing of Environment, 2016, 178: 172-190.
14. Xiuyuan Zhang, Shihong Du*. A linear Dirichlet mixture model for decomposing scenes: application to analyzing urban functional zonings. Remote Sensing of Environment, 2015, 169: 37-49.
15. Shihong Du*, Zhou Guo, Wanyi Wang, Luo Guo, and Juan Nie. A comparative study on the segmentation of weighted aggregation and multiresolution segmentation. GIScience & Remote Sensing, 2016, 53(5):651-670.
16. Wenzhi Zhao, Shihong Du*. Spectral-spatial feature extraction for hyperspectral image classification: A dimension reduction and deep learning approach. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(8): 4544-. 4554.
17. Wenzhi Zhao, Shihong Du*. Learning multiscale and deep representations for classifying remotely sensed imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 113: 155-165.
18. Shihong Du*, Fangli Zhang, Xiuyuan Zhang. Semantic classification of urban buildings combining VHR image and vector data: a random forest approach. ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 105: 107-109.
19. Shihong Du*, Ziqian Xiong, Yi-Chen Wang. Quantifying the multilevel effects of landscape metrics on land surface temperature. Remote Sensing of Environment, 2016, 178: 84-92.
20. Juer Song, Shihong Du*, Xin Feng. The relationships between landscape compositions and land surface temperature: Quantifying their resolution sensitivity with spatial regression models. Landscape and Urban Planning, 2014, 123: 145-157.
获奖情况
1） 第四届全国高校GIS专业青年教师讲课竞赛特等奖，2017
2） 教育部新世纪优秀人才支持计划，2010年（NCET-10-0189）
3） 北京市科技新星计划A类，2009年（2009A02）
4） 空间关系模糊描述与模糊空间关联规则挖掘. 2008年度国家测绘科技进步奖二等奖（第2获奖人）
