基本信息
郭庆华  男  博导  中国科学院植物研究所
电子邮件: qguo@ibcas.ac.cn
通信地址: 北京市海淀区香山南辛村20号
邮政编码: 100093

研究领域

长期从事遥感和地理信息系统方法及其在生态环境中的应用研究。主要开展以激光雷达为核心传感器、融合多源遥感信息批量提取和反演植被三维结构和功能参数方面的数字生态领域相关研究,目前研究工作主要围绕以下5个方向开展:

1)激光雷达技术的软硬件研发及其在森林和城市生态学中的应用; 

2)作物表型信息通量化提取软硬件系统集成;

3)物种分布模型算法(地理一类数据)研究和生物多样性格局模拟应用;

4)多源、多尺度生态遥感大数据融合、计算与信息发布;

5)在区域、全球尺度上应用多源遥感数据结合生态模型,模拟和预测气候变化和土地利用变化对陆地生态系统结构、功能(如碳循环,生物多样性等)的影响 。


招生信息

   
招生专业
071300-生态学
070503-地图学与地理信息系统
081602-摄影测量与遥感
招生方向
生态环境遥感或地理信息系统
生态环境遥感
气候变化

教育背景

1999-09--2005-07   美国加州大学伯克利分校环境与生态学系   博士学位
1996-09--1999-07   北京大学遥感与地理信息系统研究所   硕士学位
1991-09--1996-07   北京大学城市与环境学系   学士学位

工作经历

   
工作简历
2012-02~现在, 中科院植物研究所, 研究员(青年千人计划)
2005-07~2012-01,美国加州大学默塞德分校, 助理教授, 副教授

教授课程

植被生态与遥感应用

专利与奖励

   
奖励信息
(1) 2014 ERDAS Award for Best Scientific Paper in Remo, 一等奖, 其他, 2014
(2) the 2013 Talbert Abrams Award, 二等奖, 其他, 2013

出版信息

   
发表论文
(1) Mapping global forest aboveground biomass with spaceborne LiDAR, optical imagery, and forest inventory data, Remote Sensing, 2016, 通讯作者
(2) Crop 3D:a platform based on LiDAR for 3D high-throughput crop phenotyping, Scientia Sinica Vitae, 2016, 第 1 作者
(3) Derivation, validation, and sensitivity analysis of terrestrial laser scanning-based leaf area index, Canadian Journal of Remote Sensing, 2016, 通讯作者
(4) Spatial distribution of forest aboveground biomass in China: Estimation through combination of spaceborne lidar, optical imagery, and forest inventory data., Remote Sensing of Environment, 2016, 通讯作者
(5) Improved progressive TIN densification filtering algorithm for airborne LiDAR data in forested areas., ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 通讯作者
(6) Spatial scale and pattern dependences of aboveground biomass estimation from satellite images: a case study of the Sierra National Forest, California., Landscape Ecology, 2016, 通讯作者
(7) A Vegetation Mapping Strategy for Conifer Forests by Combining Airborne Lidar Data and Aerial Imagery., Canadian Journal of Remote Sensing, 2016, 通讯作者
(8) The influence of meteorology and phenology on net ecosystem exchange in an eastern Siberian boreal larch forest., Journal of Plant Ecology, 2016, 通讯作者
(9) SRTM DEM Correction in Vegetated Mountain Areas through the Integration of Spaceborne LiDAR, Airborne LiDAR, and Optical Imagery, Remote Sensing, 2015, 通讯作者
(10) A Geometric Method for Wood-Leaf Separation Using Terrestrial and Simulated Lidar Data, Photogrammetric Engineering & Remote Sensing, 2015, 通讯作者
(11) Segmenting tree crowns from terrestrial and mobile LiDAR data by exploring ecological theories., ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 通讯作者
(12) Mapping US Urban Extents from MODIS Data Using One-Class Classification Method., Remote Sensing, 2015, 通讯作者
(13) Global patterns, trends, and drivers of water use efficiency from 2000 to 2013., Ecosphere, 2015, 通讯作者
(14) Canopy conductance in a two-storey Siberian boreal larch forest, Russia, Hydrological Processes, 2015, 通讯作者
(15) Lidar with multi-temporal MODIS provide a means to upscale predictions of forest biomass , ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 通讯作者
(16) 激光雷达在森林生态系统监测模拟中的应用现状与展望, Perspectives and prospects of LiDAR in forest ecosystem monitoring and modeling, 科学通报, 2014, 第 1 作者
(17) A new accuracy assessment method for one-class remote sensing classification,  IEEE Transactions on Geoscience and Remote Sensing, 2014, 通讯作者
(18) A practical method for SRTM DEM correction over vegetated mountain areas, ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 通讯作者
(19) A bottom-up approach to segment individual deciduous trees using leaf-off Lidar point cloud data, ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 通讯作者
(20) Comparison of elevation and remote sensing derived products as auxiliary data for climate surface interpolation, International Journal of Climatology, 2014, 通讯作者
(21) Space-Time analyses for forecasting future incident occurrence: a case-study from Yosemite National Park using the presence and background learning algorithm, International Journal of Geographical Information Science, 2014, 通讯作者
(22) LiDAR-Derived Snowpack Datasets From Mixed Conifer Forests Across the Western U.S., Water Resources Research, 2014, 第 2 作者
(23) Restoration of Information Obscured by Mountainous Shadows through Landsat TM/ETM+ Images without the Use of DEM Data: A New Method, IEEE Trans. on Geoscience and Remote Sensing, 2014, 第 3 作者
(24) Airborne Lidar-derived volume metrics for aboveground biomass estimation: a comparative assessment for conifer stands, Agricultural and Forest Meteorolog, 2014, 通讯作者
(25) How to assess the prediction accuracy of species presence–absence, Ecography, 2013, 通讯作者
(26) A Framework for Supervised Image Classification with Incomplete Training Samples,  Photogrammetric Engineering and Remote Sensing, 2012, 第 1 作者
(27) A New Method for Segmenting Individual Trees from the Lidar Point Cloud. Photogrammetric Engineering and Remote Sensing, Photogrammetric Engineering and Remote Sensing, 2012, 通讯作者
(28) Correlation between soil apparent electroconductivity and plant hyperspectral reflectance in a managed wetland, International Journal of Remote Sensing, 2011, 通讯作者
(29) Georeferencing incidents from locality descriptions and its applications: a case study from Yosemite National Park Search and Rescue, Transactions in GIS, 2011, 通讯作者
(30) Can we model the probability of presence of species without absence data, Ecography, 2011, 通讯作者
(31) Predicting potential distributions of geographic events using one-class data: concepts and methods, International Journal of Geographical Information Science, 2011, 第 1 作者
(32) ModEco: An integrated software package for ecological niche modeling, Ecography, 2010, 第 1 作者
(33) Effects of topographic variability and Lidar sampling density on several DEM interpolation methods, Photogrammetric Engineering and Remote Sensing, 2010, 第 1 作者
(34) A Maximum Entropy Approach to One-Class Classification of Remote Sensing Imagery, International Journal of Remote Sensing, 2010, 通讯作者

科研活动

   
科研项目
( 1 ) 青年千人启动基金, 主持, 研究所(学校), 2011-12--2014-12
( 2 ) 全球气候变化下物种分布模型的不确定性研究, 主持, 国家级, 2013-01--2016-12
( 3 ) 碳循环-气候变化互馈作用及地球系统敏感性, 参与, 国家级, 2013-01--2017-12
( 4 ) 作物全生育期通量化无损表型分析技术研发, 主持, 部委级, 2013-08--2017-12
( 5 ) 基于地面激光雷达的森林结构参数提取和真实景观三维建模整合性研究, 主持, 国家级, 2015-01--2018-12
( 6 ) 全自动、高分辨率、高通量植物真三维影像分析系统(Plant 3D), 主持, 部委级, 2015-01--2016-12
( 7 ) 基于地面观测与近地面遥感数据融合的生态系统评估参照系数据集构建, 主持, 国家级, 2016-07--2020-12
参与会议
(1)生物多样性和栖息地的三维植被结构制图   第八届亚太全球总和地球观测系统(GEOSS)国际研讨会   2015-09-09
(2)Phenomobile: a Lidar-based canopy digitisation platform for cereals in the field    2014-06-01

指导学生

已指导学生

陈琳海  02  67674  

庞树鑫  02  63228  

现指导学生

赵晓倩  01  67674  

王永财  02  67674  

翟秋萍  01  67674  

吴芳芳  01  67674  

李玉美  01  67674  

高上  02  67674  

王瑞   02  67674  

金时超   01  67674