基本信息
苏艳军  男  硕导  中国科学院植物研究所
电子邮件: ysu@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

招生信息

   
招生专业
071300-生态学
招生方向
生态遥感
激光雷达林业、农业应用

教育背景

2012-08--2017-05   美国加州大学默塞德分校   博士
2009-09--2012-07   中国科学院地理科学与资源研究所   硕士
2005-09--2009-07   中国地质大学(北京)   学士

工作经历

   
工作简历
2017-08~现在, 中国科学院植物研究所, 副研究员
2012-08~2017-05,美国加州大学默塞德分校, 博士
2009-09~2012-07,中国科学院地理科学与资源研究所, 硕士
2005-09~2009-07,中国地质大学(北京), 学士

专利与奖励

   
奖励信息
(1) 国家优秀自费留学生奖学金, 国家级, 2018
(2) William A. Fischer Memorial Scholarship, 其他, 2017

出版信息

   
发表论文
(1) Terrestrial laser scanning-derived canopy interception index as a descriptor of canopy water storage capacity, Ecohydrology, 2020, 第 5 作者
(2) A marker-free method for registering multi-scan terrestrial laser scanning data in forest environments, ISPRS Journal of Photogrammetry and Remote Sensing, 2020, 通讯作者
(3) The development and evaluation of backpack LiDAR system for accurate and efficient forest inventory, IEEE Geoscience and Remote Sensing Letters, 2020, 第 1 作者
(4) Non-destructive estimation of field maize biomass using terrestrial lidar: An evaluation from plot level to individual leaf level, Plant Methods, 2020, 第 2 作者
(5) 新一代遥感技术助力生态系统生态学研究, 植物生态学报, 2020, 第 8 作者
(6) Application of deep learning in ecological resource research: theories, methods, and challenges, Science China: Earth Sciences, 2020, 第 10 作者
(7) An Updated Vegetation Map of China (1: 1000000), Science Bulletin, 2020, 第 1 作者
(8) Large-scale geographical variations and climatic controls on crown architecture traits, Journal of Geophysical Research: Biogeosciences, 2020, 第 1 作者
(9) A Novel Framework to Automatically Fuse Multi-platform Lidar Data in Forest Environments Based on Tree Locations, IEEE Transactions on Geoscience and Remote Sensing, 2020, 通讯作者
(10) Separating the structural components of maize for field phenotyping using terrestrial Lidar data and deep convolutional neural networks, IEEE Transactions on Geoscience and Remote Sensing, 2020, 通讯作者
(11) Retrieval of tree branch architecture attributes from terrestrial laser scan data using a Laplacian algorithm, Agriculture and Forest Meteorology, 2020, 通讯作者
(12) Estimating aboveground biomass of the most diverse mangrove forests in China using an upscaling method from field plots, UAV-LiDAR data and Sentinel-2 imagery, International Journal of Applied Earth Observations and Geoinformation, 2020, 第 4 作者
(13) Evaluating maize phenotype dynamics under drought stress using terrestrial lidar, Plant Methods, 2019, 第 1 作者
(14) A simple and integrated approach for fire severity assessment using bi-temporal airborne LiDAR data, International Journal of Applied Earth Observations and Geoinformation, 2019, 通讯作者
(15) An object-based strategy for improving the accuracy of spatiotemporal satellite imagery fusion for vegetation mapping applications, Remote Sensing, 2019, 第 2 作者
(16) The influences of vegetation characteristics on individual tree segmentation methods with airborne LiDAR data, Remote Sensing, 2019, 第 2 作者
(17) Canopy and terrain interactions on spatial distributions of snowpack in the Sierra Nevada, Water Resource Research, 2019, 第 4 作者
(18) Efficiency of Extreme Gradient Boosting for Imbalanced Land Cover Classification Using an Extended Margin and Disagreement Performance, ISPRS International Journal of Geo-Information, 2019, 第 4 作者
(19) A global corrected SRTM DEM product over vegetated areas, Remote Sensing Letters, 2018, 通讯作者
(20) 基于激光雷达数据的物种分布模拟: 以美国加州内华达山脉南部区域食鱼貂分布模拟为例, 生物多样性, 2018, 第 4 作者
(21) 遥感在生物多样性研究中的应用进展, 生物多样性, 2018, 其他(合作组作者)
(22) Evaluating the uncertainty of Landsat-derived vegetation indices in quantifying forest fuel treatments using bi-temporal LiDAR data, Ecological Indicators, 2018, 通讯作者
(23) Stem-leaf segmentation and phenotypic trait extraction of individual maize using terrestrial LiDAR data, IEEE Transactions on Geoscience and Remote Sensing, 2018, 第 2 作者
(24) The Transferability of Random Forest in Canopy Height Estimation from Multi-Source Remote Sensing Data, Remote Sensing, 2018, 第 1 作者
(25) Deep Learning: Individual maize segmentation from terrestrial Lidar data using Faster R-CNN and regional growth algorithms, Frontiers in Plant Science, 2018, 通讯作者
(26) Retrieving two-dimensional leaf angle distributions from a terrestrial laser scanner data, IEEE Transactions on Geoscience and Remote Sensing, 2018, 通讯作者
(27) A comparison of LiDAR filtering algorithms in vegetated mountain areas, Canadian Journal of Remote Sensing, 2018, 第 2 作者
(28) A simple method for direct crown base height estimation of individual conifer trees using airborne LiDAR data, Optics Express, 2018, 第 3 作者
(29) Artificial mangrove species mapping using Pléiades-1: An evaluation of pixel-based and object-based classifications with selected machine learning algorithms, Remote Sensing, 2018, 第 4 作者
(30) VBRT: a novel voxel-based radiative transfer model for heterogeneous three-dimensional forest scenes, Remote Sensing of Environment, 2018, 第 4 作者
(31) Emerging stress and relative resiliency of Giant Sequoia groves experiencing multi-year dry periods in a warming climate, Journal of Geophysical Research: Biogeosciences, 2017, 第 1 作者
(32) Impact of error in Lidar-derived canopy height and canopy base height on modeled wildfire behavior, Remote Sensing, 2017, 第 2 作者
(33) One-Class classification of airborne LiDAR data in urban areas using a resence and background learning algorithm, Remote Sensing, 2017, 第 2 作者
(34) Unsupervised object-based differencing for land-cover change detection, Photogrammetric Engineering and Remote Sensing, 2017, 第 2 作者
(35) Retrieving the gap fraction, element clumping index, and leaf area index of individual trees using single-scan data from a terrestrial laser scanner, ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 第 3 作者
(36) Quantifying individual tree growth and tree competition using bi-temporal ALS data: a case study in the Sierra Nevada mountains, California, International Journal of Digital Earth, 2017, 第 2 作者
(37) Comparison of canopy cover estimations from airbornelidar, aerial imagery, and satellite imagery, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 第 2 作者
(38) Global patterns of woody residence time and its influence on model simulation of aboveground biomass, Global Biogeochemical Cycles, 2017, 第 8 作者
(39) Evaluation of modeled global vegetation carbon dynamics: analysis based on global carbon flux and above-ground biomass data, Ecological Modelling, 2017, 第 7 作者
(40) Fine-resolution forest tree height estimation across the Sierra Nevada through the integration of spaceborne LiDAR, airborne LiDAR and optical imagery, International Journal of Digital Earth, 2017, 第 1 作者
(41) An integrated UAV-borne lidar system for 3D habitat mapping in three forest ecosystems across China, International Journal of Remote Sensing, 2017, 第 2 作者
(42) Derivation, validation, and sensitivity analysis of terrestrial laser scanning-based leaf area index, Canadian Journal of Remote Sensing, 2016, 第 7 作者
(43) Forest fuel treatment detection using multi-temporal airborne LiDAR data and high-resolution aerial imagery ---- A case study at Sierra Nevada Mountains, California, International Journal of Remote Sensing, 2016, 第 1 作者
(44) A vegetation mapping strategy for conifer forests by combining airborne lidar data and aerial imagery, Canadian Journal of Remote Sensing, 2016, 第 1 作者
(45) Mapping global forest aboveground biomass with spaceborne LiDAR, optical imagery, and forest inventory data, Remote Sensing, 2016, 第 2 作者
(46) 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, 第 1 作者
(47) Improved progressive TIN densification filtering algorithm for airborne LiDAR data in forested areas, ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 第 3 作者
(48) Evaluating short- and long-term impacts of fuels treatments and simulated wildfire on an old-forest species, Ecosphere, 2015, 第 5 作者
(49) Mapping US urban extents from MODIS data using one-class classification method, Remote Sensing, 2015, 第 4 作者
(50) SRTM DEM correction in vegetated mountain areas through the integration of spaceborne LiDAR, airborne LiDAR, and optical imagery, Remote Sensing, 2015, 第 1 作者
(51) A geometric method for wood–leaf separation using terrestrial and simulated Lidar data, Photogrammetric Engineering and Remote Sensing, 2015, 第 4 作者
(52) A practical method for SRTM DEM correction over vegetated mountain areas, ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 第 1 作者
(53) Airborne Lidar-derived volume metrics for aboveground biomass estimation: a comparative assessment for conifer stands, Agricultural and Forest Meteorology, 2014, 第 8 作者
(54) Influence of solar activity on breaching, overflowing and course shifting events of the lower yellow river in the late Holocene, Holocene, 2013, 通讯作者
(55) The geo-pattern of course shifts of the Lower Yellow River, Journal of Geographical Sciences, 2011, 通讯作者
(56) 新型网络地图符号概念模型及其描述体系, 地球信息科学学报, 2009, 第 1 作者
发表著作
( 1 ) 激光雷达森林生态应用——理论、方法及实例, 高等教育出版社, 2018-02, 第 2 作者

科研活动

   
科研项目
( 1 ) 基于激光雷达技术的树木三维构型空间格局及驱动力分析:以蒙古栎为例, 主持, 国家级, 2019-01--2022-12
( 2 ) 基于激光雷达与深度学习技术的作物三维表型特征提取研究, 主持, 国家级, 2018-01--2018-12
( 3 ) 植被遥感与生物多样性变化, 参与, 部委级, 2018-01--2022-12
( 4 ) 中国科学院****(C)类, 主持, 部委级, 2017-08--2022-08
( 5 ) 种子精准设计与创造, 参与, 部委级, 2020-01--2024-12