吴宾

吴宾 副教授 / 硕士生导师

中山大学遥感科学与技术学院“百人计划”副教授。聚焦城市遥感，从事激光雷达遥感、夜间灯光遥感、城市可持续发展等方向的研究工作。先后主持了包括国家自然科学基金项目(面上/青年)、广东省自然科学基金面上项目、上海市青年科技英才扬帆计划项目、中国博士后科学基金特别资助等国家级和省部级项目多项，已在RSE、ISPRS P&RS、IJGIS等国内外遥感和GIS顶级专业期刊发表学术论文60余篇，3篇ESI前1%高被引论文，Google Scholar引用次数超3300余次。

Google Scholar ResearchGate

研究方向 / Research Fields

激光雷达遥感

多源激光雷达（星载、机载、车载、地基）数据处理与信息提取，如点云配准、建筑和行道树提取等。

夜间灯光遥感

可持续发展卫星SDGSAT-1微光数据、NPP/VIIRS、DMSP/OLS等夜间灯光数据处理与信息挖掘。

三维信息应用

重点关注智慧城市与可持续发展，人居环境三维信息表征与评价，例如三维可视率、绿视率、环境暴露等。

代表性论文 / Publications

A local CSF-based method for extracting illuminated urban roads from SDGSAT-1 nighttime light data.
Yu Wang, Jiahuan Li, Hailan Huang, Zhirong Zhang, Huabing Huang, Wuming Zhang, Bin Wu*. Remote Sensing of Environment, 2026. 论文链接
A driving visibility index for evaluating urban road driving safety based on point cloud data.
Zhirong Zhang, Yuan Yuan*, Hailan Huang, Yu Wang, Jiahuan Li, Bin Wu*. Accident Analysis and Prevention, 2026. 论文链接
A linear structure-constrained denoising method for enhancing SDGSAT-1 GLI data.
Hailan Huang, Yu Wang, Jiahuan Li, Zhirong Zhang, Wuming Zhang, Huabing Huang, Bin Wu*. Remote Sensing of Environment, 2026. 论文链接
Low and uneven rural road lighting coverage in Africa.
Jiahuan Li, Yu Wang, Hailan Huang, Zhirong Zhang, Bin Wu*. Communications Earth & Environment, 2025. 论文链接
Towards building floor-level nighttime light exposure assessment using SDGSAT-1 GLI data.
Hailan Huang, Bin Wu*, Yu Wang, Bailang Yu, Huabing Huang, Wuming Zhang. ISPRS Journal of Photogrammetry and Remote Sensing, 2025. 论文链接
Generating high-resolution DEMs in mountainous regions using ICESat-2/ATLAS photons.
Yi Zhao, Bin Wu*, Gefei Kong, He Zhang, Jianping Wu, Bailang Yu, Jin Wu*, Hongchao Fan. International Journal of Applied Earth Observation and Geoinformation, 2025. 论文链接
QuadrantSearch: A novel method for registering UAV and backpack LiDAR point clouds in forested areas.
Guorong Li, Bin Wu*, Lei Yang, Zhan Pan, Linxin Dong, Siyu Wu, Guochun Shen, Jiarui Zhang, Tian Xiao, Lefeng Zhang, Jianping Wu, Bailang Yu*. IEEE Transactions on Geoscience and Remote Sensing, 2025. 论文链接
Potential of SDGSAT-1 nighttime light data in extracting urban main roads.
Bin Wu, Yu Wang, Hailan Huang, Shaoyang Liu, Bailang Yu*. Remote Sensing of Environment, 2024. 论文链接
Global spatial patterns between nighttime light intensity and urban building morphology.
Bin Wu, Hailan Huang, Yu Wang, Shuxian Shi, Jianping Wu, Bailang Yu*. International Journal of Applied Earth Observation and Geoinformation, 2023. 论文链接
A Vegetation Nighttime Condition Index Derived From The Triangular Feature Space between Nighttime Light Intensity and Vegetation Index.
Bin Wu, Zhichao Song, Qiusheng Wu, Jianping Wu, Bailang Yu*. IEEE Transactions on Geoscience and Remote Sensing, 2023. 论文链接
A building volume adjusted nighttime light index for characterizing the relationship between urban population and nighttime light intensity.
Bin Wu, Chengshu Yang, Qiusheng Wu, Congxiao Wang, Jianping Wu, Bailang Yu*. Computers, Environment and Urban Systems, 2023. 论文链接
A Stepwise Minimum Spanning Tree Matching Method for Registering Vehicle-borne and Backpack LiDAR Point Clouds.
Bin Wu, Lei Yang, Qiusheng Wu, Yi Zhao, Zhan Pan, Tian Xiao, Jiarui Zhang, Jianping Wu, Bailang Yu*. IEEE Transactions on Geoscience and Remote Sensing, 2022. 论文链接
A spatiotemporal structural graph for characterizing land cover changes.
Bin Wu, Bailang Yu*, Song Shu, Qiusheng Wu, Yi Zhao, Jianping Wu*. International Journal of Geographical Information Science, 2021. 论文链接
A surface network based method for studying urban hierarchies by night time light remote sensing data.
Bin Wu, Bailang Yu*, Shenjun Yao*, Qiusheng Wu, Zuoqi Chen, Jianping Wu. International Journal of Geographical Information Science, 2019. 论文链接
An Extended Minimum Spanning Tree method for characterizing local urban patterns.
Bin Wu, Bailang Yu*, Qiusheng Wu, Zuoqi Chen, Shenjun Yao, Yan Huang, Jianping Wu*. International Journal of Geographical Information Science, 2018. 论文链接

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主要奖励 / Awards

教育部科学研究优秀成果奖（工程技术研究成果奖）二等奖 (2025)

易智瑞杯中国大学生GIS软件开发竞赛优秀指导老师 (2025)

地理信息科技进步奖一等奖 (2025)

第二届全国激光雷达遥感讲课比赛一等奖 (2025)

中山大学第十三届教师教学竞赛教学创新赛道优秀奖 (2025)

广东高校思想政治工作优秀网络课程三等奖 (2025)

广东高校思想政治工作优秀论文三等奖 (2025)

第十二届高校GIS论坛优秀教学成果奖 (2024)

中山大学第十二届教师教学竞赛教学创新赛道二等奖 (2024)

全国高校教师国家安全教育教学风采展示优秀风采教师 (2024)

易智瑞杯中国大学生GIS软件开发竞赛优秀指导老师 (2023)

第二届中国激光雷达青年科学家提名奖 (2023)