激光雷达遥感（激光雷达遥感机理模型、数据定量化处理技术、地表三维信息反演算法及应用等）

欢迎（但不局限于）有遥感、地理、地信、测绘、数学、计算机等专业背景，对激光雷达遥感相关方向感兴趣的学生报考。

激光雷达遥感

2012-09--2017-06   中国科学院大学   理学博士
2008-09--2012-06   武汉大学   工学学士

博士研究生

理学博士

   

2020-12~现在, 中国科学院空天信息创新研究院, 副研究员
2020-03~2020-11,中国科学院空天信息创新研究院, 助理研究员
2019-10~2020-09,美国北亚利桑那大学, 访问学者
2017-07~2020-02,中国科学院遥感与数字地球研究所, 助理研究员

   

（1） 多模态激光雷达遥感系统关键技术与重大应用, 二等奖, 省级, 2025
（2） 多平台激光雷达数据定量化关键技术与应用示范, 二等奖, 省级, 2019
（3） 星机地激光雷达数据处理技术与应用, 二等奖, 其他, 2018

（ 1 ） 一种基于空间分布去噪的水面光子点云提取方法, 发明授权, 2024, 第 3 作者, 专利号: CN115453558B

（ 2 ） 一种激光雷达信号噪声去除方法及装置, 发明专利, 2024, 第 1 作者, 专利号: CN117949928A

（ 3 ） 一种提取地铁轨道激光点云的方法, 发明专利, 2023, 第 4 作者, 专利号: CN116957966A

（ 4 ） 基于地表模型的星载激光雷达脚点精确定位方法, 发明专利, 2023, 第 4 作者, 专利号: ZL 2018 1 1634839.5

（ 5 ） 一种基于空间分布去噪的水面光子点云提取方法, 发明专利, 2022, 第 3 作者, 专利号: CN115453558A

（ 6 ） 一种星载激光光斑影像几何参数的提取方法及系统, 发明专利, 2022, 第 3 作者, 专利号: CN115330847A

（ 7 ） 基于LiDAR点云的电力线快速分层提取方法, 发明专利, 2021, 第 4 作者, 专利号: ZL 2018 1 1634884.0

（ 8 ） 一种基于机载LiDAR点云数据的杆塔自动化建模方法, 发明专利, 2021, 第 4 作者, 专利号: ZL 2018 1 1634889.3

（ 9 ） 基于杆塔特征点的电力巡线LiDAR数据自动配准方法, 发明专利, 2021, 第 4 作者, 专利号: ZL 2018 1 1634812.6

（ 10 ） 一种星载激光雷达树高提取方法, 发明专利, 2019, 第 2 作者, 专利号: ZL 2016 1 0378509.9

   

（1） PW-SDF: a terrain-optimized pseudo-waveform and spatial-distribution-feature method for ground photon extraction from ICESat-2 data in vegetated mountainous regions, GIScience & Remote Sensing, 2026, 第 2 作者  通讯作者
（2） Evaluating and comparing the performance of ICESat-2 and GEDI data for estimating aboveground biomass in mangroves, International Journal of Digital Earth, 2026, 第 2 作者  通讯作者
（3） A novel bathymetric mapping framework integrating indirect inversion of ICESat-2 and multi-source remote sensing data, Remote Sensing of Environment, 2026, 第 2 作者  通讯作者
（4） LiDAR remote sensing meets weak supervision: Concepts, methods, and perspectives, ISPRS Journal of Photogrammetry and Remote Sensing, 2026, 第 5 作者  通讯作者
（5） Urban building height mapping in Beijing-Tianjin-Hebei megalopolis by synergy of spaceborne LiDAR and multisource geospatial datasets, Remote Sensing of Environment, 2026, 第 2 作者  通讯作者
（6） A Growth-Prior-Informed Forest Age Estimation Method Using Overlapping ICESat/GLAS and GEDI Footprints with Reduced Dependence on Field Calibration Data, IEEE Transactions on Geoscience and Remote Sensing, 2026, 第 2 作者  通讯作者
（7） An interaction-aware framework for ICESat-2 elevation control point extraction using photon-level distribution metrics and joint threshold optimization, IEEE Transactions on Geoscience and Remote Sensing, 2026, 第 2 作者  通讯作者
（8） Quantifying the Effect of Topographic Normalization on Airborne LiDAR-Derived Individual Tree Parameters: A Unified Theoretical-Experimental Framework, IEEE Transactions on Geoscience and Remote Sensing, 2026, 第 1 作者
（9） CSDWC: A cross-source waveform cooperation method for estimating forest canopy height change from GEDI and airborne LiDAR-simulated waveforms, IEEE Transactions on Geoscience and Remote Sensing, 2026, 第 2 作者  通讯作者
（10） L3SI: A novel LiDAR 3D structural index framework for forest attribute retrievals—a case study on stand volume estimation, IEEE Transactions on Geoscience and Remote Sensing, 2026, 第 1 作者
（11） Individual Tree Species Classification in a Mining Area of the Yellow River Basin Using UAV-Based LiDAR, Hyperspectral, and RGB Data, Remote Sensing, 2026, 第 2 作者  通讯作者
（12） A novel nonparametric adaptive kernel density estimation method for removing nonrandom noise from ICESat-2 photon-counting LiDAR data, Geo-spatial Information Science, 2026, 第 2 作者  通讯作者
（13） Mechanism and algorithm for addressing the impact of multiple scattering on surface elevation extraction in photon-counting LiDAR data, Remote Sensing of Environment, 2025, 第 2 作者  通讯作者
（14） Benchmarking ULS-TLS Point Cloud Registration Algorithms in Forest Environments, IEEE Transactions on Geoscience and Remote Sensing, 2025, 第 2 作者  通讯作者
（15） Line Segment Descriptor-Based Efficient Coarse Registration for Forest TLS-ULS Point Clouds, IEEE Transactions on Geoscience and Remote Sensing, 2024, 第 5 作者  通讯作者
（16） Mapping global mangrove canopy height by integrating Ice, Cloud, and Land Elevation Satellite-2 photon-counting LiDAR data with multi-source images, Science of The Total Environment, 2024, 第 2 作者  通讯作者
（17） A novel bathymetric signal extraction method for photon-counting LiDAR data based on adaptive rotating ellipse and curve iterative fitting, International Journal of Applied Earth Observation and Geoinformation, 2024, 第 2 作者  通讯作者
（18） A Novel Multi-Dimensional Statistics Denoising Algorithm Based on Gaussian Mixture Model for Photon-counting LiDAR Data, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 第 2 作者  通讯作者
（19） A novel method based on a starburst pattern to register UAV and terrestrial lidar point clouds in forest environments, The Photogrammetric Record, 2024, 第 2 作者  通讯作者
（20） A framework for automated reconstruction of communication towers from terrestrial laser scanning point clouds, INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2024, 第 5 作者
（21） Segmentation of Communication Cabinets Based on Point Cloud Coverage From LiDAR Point Cloud, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 第 5 作者
（22） Line segment descriptor-based efficient coarse registration for forest TLS-ULS point cloud, IEEE Transactions on Geoscience and Remote Sensing, 2024, 第 5 作者  通讯作者
（23） A novel multidimensional statistics denoising algorithm based on Gaussian mixture model for photon-counting LiDAR Data, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 第 2 作者  通讯作者
（24） Effect of leaf-on and leaf-off canopy conditions on forest height retrieval and modelling with ICESat-2 data, International Journal of Digital Earth, 2023, 
（25） A methodological framework for specular return removal from photon-counting LiDAR data, INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2023, 第 2 作者  通讯作者
（26） Evaluation and comparison of ICESat-2 and GEDI data for terrain and canopy height retrievals in short-stature vegetation, Remote Sensing, 2023, 第 2 作者  通讯作者
（27） Consistency analysis of forest height retrievals between GEDI and ICESat-2, Remote Sensing of Environment, 2023, 第 2 作者  通讯作者
（28） Evaluation of the performance of GaoFen-7 laser altimeter data for ground elevation retrieval over vegetated areas, Remote Sensing Letters, 2022, 第 2 作者  通讯作者
（29） Exploring the potential of UAV LiDAR data for trunk point extraction and direct DBH measurement, Remote Sensing, 2022, 第 2 作者  通讯作者
（30） Forest emissions reduction assessment using airborne LiDAR for biomass estimation, Resources, Conservation and Recycling, 2022, 第 2 作者
（31） Accuracy assessment of ICESat-2 ground elevation and canopy height estimates in mangroves, IEEE Geoscience and Remote Sensing Letters, 2021, 第 2 作者  通讯作者
（32） Maize and soybean heights estimation from unmanned aerial vehicle (UAV) LiDAR data, COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2021, 第 6 作者
（33） A noise removal algorithm based on OPTICS for photon-counting LiDAR data, IEEE Geoscience and Remote Sensing Letters, 2020, 第 2 作者  通讯作者
（34） Estimating Terrain Slope from ICESat-2 Data in Forest Environments, REMOTE SENSING, 2020, 第 2 作者  通讯作者
（35） Development of spectral-phenological features for deep learning to understand Spartina alterniflora invasion, REMOTE SENSING OF ENVIRONMENT, 2020, 第 10 作者
（36） Mapping forest height using photon-counting LiDAR data and Landsat 8 OLI data: A case study in Virginia and North Carolina, USA, ECOLOGICAL INDICATORS, 2020, 第 3 作者  通讯作者
（37） Assessing the impacts of various factors on treetop detection using LiDAR-derived canopy height models, IEEE Transactions on Geoscience and Remote Sensing, 2019, 第 1 作者
（38） Ground elevation accuracy verification of ICESat-2 data: a case study in Alaska, USA, OPTICS EXPRESS, 2019, 第 3 作者  通讯作者
（39） A continuous wavelet transform based method for ground elevation estimation over mountainous vegetated areas using satellite laser altimetry, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 第 1 作者
（40） Exploring the influence of various factors on slope estimation using large-footprint LiDAR data, IEEE Transactions on Geoscience and Remote Sensing, 2018, 第 1 作者
（41） Estimating the vegetation canopy height using micro-pulse photon-counting LiDAR data, Optics express, 2018, 第 1 作者
（42） A novel model for terrain slope estimation using ICESat/GLAS waveform data, IEEE Transactions on Geoscience and Remote Sensing, 2017, 第 1 作者
（43） Above-ground biomass estimation using airborne discrete-return and full-waveform LiDAR data in a coniferous forest, Ecological Indicators, 2017, 第 1 作者
（44） A revised progressive TIN densification for filtering airborne LiDAR data, Measurement, 2017, 第 1 作者
（45） A revised terrain correction method for forest canopy height estimation using ICESat/GLAS data, ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 第 1 作者
（46） Signal-to-noise ratio–based quality assessment method for ICESat/GLAS waveform data, Optical Engineering, 2014, 第 1 作者

（1） Introduction to LiDAR remote sensing, CRC Press, 2024-06, 第 4 作者
（2） 激光雷达遥感导论, 高等教育出版社, 2022-01, 第 4 作者

   

（ 1 ） 光子计数激光雷达测深机理与浅海水深反演研究, 负责人, 境内委托项目, 2026-01--2027-12
（ 2 ） 输变电工程水土保持全过程可视化监测及 定量评估关键技术研究与应用, 负责人, 境内委托项目, 2025-03--2027-12
（ 3 ） 高精度星载DEM、DSM生成及精度评价合同, 负责人, 境内委托项目, 2024-12--2025-06
（ 4 ） 全球森林精细三维结构卫星定量遥感反演技术与应用, 负责人, 国家任务, 2024-12--2027-11
（ 5 ） 地形地表数据, 负责人, 境内委托项目, 2024-10--2025-04
（ 6 ） 多源激光雷达数据服务与植被碳储量模型实地验证, 负责人, 境内委托项目, 2024-06--2025-08
（ 7 ） 面向线路工程建设论证的数电通道碳汇估算与恢复潜力优化研究, 负责人, 境内委托项目, 2024-01--2025-12
（ 8 ） 面向山地林区的星载全波形LiDAR森林参数反演研究, 负责人, 国家任务, 2022-01--2025-12
（ 9 ） 多平台多模态点云大数据智能处理关键技术与软件, 负责人, 国家任务, 2021-12--2024-11
（ 10 ） 星载光子计数LiDAR森林LAI反演方法研究, 负责人, 国家任务, 2020-01--2022-12
（ 11 ） 中国科学院青年创新促进会, 负责人, 中国科学院计划, 2019-01--2023-12

现指导学生

周楚粤  硕士研究生  140400-遥感科学与技术