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利用机载激光雷达数据提取单株木树高和树冠被引量:98收藏 分享
作者:刘清旺[1] 李增元[1] 陈尔学[1] 庞勇[1] 武红敢[1]
机构:中国林业科学研究院资源信息研究所
来源:《北京林业大学学报》  2008
关键词:激光雷达  激光应用  单株木  树高  树冠  双正切角树冠识别算法  
摘要:机载激光雷达是一种主动遥感技术。在林业应用方面,高采样密度激光雷达能够获取单株木三维结构特征,采用不同的数据处理方法,可以得到不同精度的单株木参数。该文利用高采样密度的机载激光雷达数据(离散回波,平均激光点间隔0.52 ...
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LiCHy: The CAF's LiDAR, CCD and Hyperspectral Integrated Airborne Observation System被引量:72收藏 分享
作者:Pang, Yong[1,2] Li, Zengyuan[1,2] Ju, Hongbo[1,2] Lu, Hao[1] Jia, Wen[1]
机构:Chinese Acad Forestry;State Forestry Adm China;Chinese Acad Sci;Chinese Acad Sci
来源:REMOTE SENSING  2016
关键词:airborne remote sensing   forest structure   waveform LiDAR   CCD   imaging spectroscopy   multi-angle  
Compatible Biomass Model with Measurement Error Using Airborne LiDAR Data被引量:52收藏 分享
作者:Chen, Xingjing[1,2] Xie, Dongbo[1,2] Zhang, Zhuang[1,2] Sharma, Ram P.[3] Chen, Qiao[1,2]
机构:Chinese Acad Forestry;Natl Forestry & Grassland Adm;Tribhuwan Univ
来源:REMOTE SENSING  2023
关键词:airborne LiDAR   tree-components biomass   error-in-variable model   nonlinear seemingly unrelated regression  
Aboveground Biomass Prediction of Arid Shrub-Dominated Community Based on Airborne LiDAR through Parametric and Nonparametric Methods被引量:52收藏 分享
作者:Xie, Dongbo[1,2] Huang, Hongchao[1,2] Feng, Linyan[1,2] Sharma, Ram P.[3] Chen, Qiao[1]
机构:Chinese Acad Forestry;Natl Forestry & Grassland Adm;Tribhuwan Univeristy
来源:REMOTE SENSING  2023
关键词:aboveground biomass   LiDAR   shrub community   desert   nonparametric methods  
Estimation of Forest Structural Diversity Using the Spectral and Textural Information Derived from SPOT-5 Satellite Images被引量:46收藏 分享
作者:Meng, Jinghui[1] Li, Shiming[2] Wang, Wei[3] Liu, Qingwang[2] Xie, Shiqin[1]
机构:Beijing Forestry Univ;Chinese Acad Forestry;State Forestry Adm;W Virginia Univ
来源:REMOTE SENSING  2016
关键词:uneven-aged forest management   forest structural diversity   spectral and textural measures   Pearson's correlation analysis   all subsets multiple linear regression  
激光雷达森林参数反演研究进展被引量:42收藏 分享
作者:李增元[1] 刘清旺[1] 庞勇[1]
机构:中国林业科学研究院资源信息研究所林业遥感与信息技术重点开放性实验室
来源:《遥感学报》  2016
关键词:激光雷达  森林  单木  林分  
摘要:激光雷达通过发射激光能量和接收返回信号的方式,来获取高精度的森林空间结构和林下地形信息。全波形激光雷达通过记录返回信号的全部能量,得到亚米级植被垂直剖面;离散回波激光雷达记录的单个或多个回波,表示来自不同冠层的回波信号。...
其他来源数据库:万方期刊数据库同方期刊数据库
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Development of a System of Compatible Individual Tree Diameter and Aboveground Biomass Prediction Models Using Error-In-Variable Regression and Airborne LiDAR Data被引量:33收藏 分享
作者:Fu, Liyong[1] Liu, Qingwang[1] Sun, Hua[2,3] Wang, Qiuyan[1] Li, Zengyuan[1]
机构:Chinese Acad Forestry;Cent South Univ Forestry & Technol;Key Lab Forestry Remote Sensing Based Big Data &;Xinyang Normal Univ;Southern Illinois Univ
来源:REMOTE SENSING  2018
关键词:airborne LiDAR   diameter at breast hEIght   aboveground biomass   error-in-variable models   leave-one-out cross-validation  
Mapping Forest Health Using Spectral and Textural Information Extracted from SPOT-5 Satellite Images被引量:28收藏 分享
作者:Meng, Jinghui[1] Li, Shiming[2] Wang, Wei[3] Liu, Qingwang[2] Xie, Shiqin[1]
机构:Beijing Forestry Univ;Chinese Acad Forestry;State Forestry Adm;West Virginia Univ
来源:REMOTE SENSING  2016
关键词:forest health   spectral and textural measures   Pearson's correlation analysis   all-subsets regression   forest health management  
机载LIDAR点云数据估测单株木生物量被引量:28收藏 分享
作者:刘清旺[1] 李增元[1] 陈尔学[1] 庞勇[1] 田昕[1]
机构:中国林业科学研究院资源信息研究所林业遥感与信息技术重点开放性实验室;中国科学院遥感应用研究所遥感科学国家重点实验室
来源:《高技术通讯》  2010
关键词:激光雷达(LIDAR)  树高  冠幅  胸径(DBH)  相关生长方程  生物量  青海云杉  
摘要:使用黑河流域遥感-地面观测同步试验获取的机载激光雷达(LIDAR)点云数据估测了典型树种的单株木生物量。首先由点云数据生成冠层高度模型(CHM),然后采用优化的单株木树冠特征识别算法估测相关的结构参数,最后通过回归分析建...
其他来源数据库:万方期刊数据库同方期刊数据库
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Prediction of Individual Tree Diameter Using a Nonlinear Mixed-Effects Modeling Approach and Airborne LiDAR Data被引量:26收藏 分享
作者:Fu, Liyong[1,2,3] Duan, Guangshuang[2,4] Ye, Qiaolin[5] Meng, Xiang[2,3] Luo, Peng[2]
机构:Cent South Univ Forestry & Technol;Chinese Acad Forestry;Natl Forestry & Grassland Adm;Xinyang Normal Univ;Nanjing Forestry Univ
来源:REMOTE SENSING  2020
关键词:Picea crassifolia Kom   random effects   calibration   leave-one sub-sample plot-out cross- validation   prediction accuracy  
Estimating crown width in degraded forest: A two-level nonlinear mixed-effects crown width model for Dacrydium pierrEI and Podocarpus imbricatus in tropical China被引量:23收藏 分享
作者:Chen, Qiao[1,5] Duan, Guangshuang[2] Liu, Qingwang[1,4] Ye, Qiaolin[3] Sharma, Ram P.[4]
机构:Chinese Acad Forestry;Xinyang Normal Univ;Nanjing Forestry Univ;Tribhuwan Univ;NFGA
来源:FOREST ECOLOGY AND MANAGEMENT  2021
关键词:Dummy variable modeling   Empirical best linear unbiased prediction   Heteroscedasticity   Random effects   Response calibration   Variance function  
Nonlinear mixed-effects hEIght to crown base model based on both airborne LiDAR and field datasets for Picea crassifolia Kom trees in northwest China被引量:21收藏 分享
作者:Yang, Zhaohui[1,3] Liu, Qingwang[1] Luo, Peng[1] Ye, Qiaolin[2] Sharma, Ram P.[4]
机构:Chinese Acad Forestry;Nanjing Forestry Univ;Natl Forestry & Grassland Adm;Tribhuwan Univ
来源:FOREST ECOLOGY AND MANAGEMENT  2020
关键词:Random effects   Heteroscedasticity   EBLUP   Subject-specific prediction   Calibration  
Improving Estimation of Forest Canopy Cover by Introducing Loss Ratio of Laser Pulses Using Airborne LiDAR被引量:17收藏 分享
作者:Liu, Qingwang[1,2] Fu, Liyong[3] Wang, Guangxing[4,5] Li, Shiming[3] Li, Zengyuan[3]
机构:Chinese Acad Forestry;Southern Illinois Univ;Chinese Acad Forestry;Southern Illinois Univ;Cent South Univ Forestry & Technol
来源:IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING  2020
关键词:Forestry   Laser radar   Estimation   Biological system modeling   Three-dimensional displays   Vegetation   Lasers   Canopy cover (CC) coefficient   canopy hEIght model (CHM)   hEIght normalized point cloud (NPC)   loss ratio of laser pulses  
Prediction of Individual Tree Diameter and HEIght to Crown Base Using Nonlinear Simultaneous Regression and Airborne LiDAR Data被引量:16收藏 分享
作者:Yang, Zhaohui[1,2] Liu, Qingwang[1] Luo, Peng[1] Ye, Qiaolin[3] Duan, Guangshuang[1,4]
机构:Chinese Acad Forestry;Natl Forestry & Grassland Adm;Nanjing Forestry Univ;Xinyang Normal Univ;Tribhuwan Univ
来源:REMOTE SENSING  2020
关键词:Picea crassifoliaKom   compatible equation   nonlinear seemingly unrelated regression   error-in-variable modeling   leave-one-out cross-validation  
Above-Ground Biomass Estimation for Coniferous Forests in Northern China Using Regression Kriging and Landsat 9 Images被引量:16收藏 分享
作者:Jiang, Fugen[1,2,3] Sun, Hua[1] Chen, Erxue[2,3] Wang, Tianhong[1] Cao, Yaling[1]
机构:Cent South Univ Forestry & Technol;Chinese Acad Forestry;Natl Forestry & Grassland Adm
来源:REMOTE SENSING  2022
关键词:above-ground biomass   coniferous plantations   Landsat 9   machine learning   regression kriging  
无人机激光雷达与摄影测量林业应用研究进展被引量:14收藏 分享
作者:刘清旺[1] 李世明[1] 李增元[1] 符利勇[1] 胡凯龙[1,2]
机构:中国林业科学研究院资源信息研究所;中国矿业大学地球科学与测绘工程学院
来源:《林业科学》  2017
关键词:无人机  激光雷达  摄影测量  点云  森林  
摘要:森林空间结构及动态变化规律对森林经营管理、生态环境建模等具有重要意义,无人机激光雷达与摄影测量能够获取丰富的森林空间结构和类型信息,在单木、林分尺度森林环境长时间序列监测方面具有无可比拟的优势。无人机激光雷达系统一般搭载...
其他来源数据库:万方期刊数据库同方期刊数据库
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Analysis of the Spatial Differences in Canopy HEIght Models from UAV LiDAR and Photogrammetry被引量:12收藏 分享
作者:Liu, Qingwang[1,2] Fu, Liyong[1,3] Chen, Qiao[1] Wang, Guangxing[4] Luo, Peng[1]
机构:Chinese Acad Forestry;Natl Forestry & Grassland Adm;Natl Forestry & Grassland Adm;Southern Illinois Univ;Tribhuwan Univ
来源:REMOTE SENSING  2020
关键词:digital surface model   digital terrain model   canopy hEIght model   constrained nEIghbor interpolation   ordinary nEIghbor interpolation   point cloud density   stereo imagery  
Improving Estimation of Tree Parameters by Fusing ALS and TLS Point Cloud Data Based on Canopy Gap Shape Feature Points被引量:12收藏 分享
作者:Zhou, Rong[1,2,3] Sun, Hua[1,2,3] Ma, Kaisen[1,2,3,4] Tang, Jie[1,2,3] Chen, Song[1,2,3]
机构:Cent South Univ & Technol;Hunan Prov Key Lab Forestry Remote Sensing Based B;Key Lab Natl Forestry & Grassland Adm Forest Resou;Hunan Univ Sci & Technol;Chinese Acad Forestry
来源:DRONES  2023
关键词:point cloud registration   canopy gap   terrestrial laser scanning   airborne laser scanning   tree hEIght  
Tree Recognition on the Plantation Using UAV Images with Ultrahigh Spatial Resolution in a Complex Environment被引量:12收藏 分享
作者:Guo, Xuzhan[1,2,3] Liu, Qingwang[1,3] Sharma, Ram P.[4] Chen, Qiao[1,3] Ye, Qiaolin[5]
机构:Chinese Acad Forestry;Xinyang Normal Univ;Natl Forestry & Grassland Adm;Tribhuwan Univ;Nanjing Forestry Univ
来源:REMOTE SENSING  2021
关键词:individual trees crown   multi-radius extraction   chromatic mapping   feature extraction   complex environment   spectral index  
Airborne LIDAR-Derived Aboveground Biomass Estimates Using a Hierarchical Bayesian Approach被引量:10收藏 分享
作者:Wang, Mengxi[1,2] Liu, Qingwang[1] Fu, Liyong[1] Wang, Guangxing[3] Zhang, Xiongqing[2]
机构:Chinese Acad Forestry;Chinese Acad Forestry;Southern Illinois Univ Carbondale
来源:REMOTE SENSING  2019
关键词:hierarchical Bayesian   classical method   airborne LIDAR data   diameter at breast hEIght   aboveground biomass  
Optimizing ground photons for canopy hEIght extraction from ICESat-2 data in mountainous dense forests被引量:9收藏 分享
作者:Zhao, Ruiqi[1,2] Ni, Wenjian[1,2] Zhang, Zhiyu[1] Dai, Huabing[3] Yang, Chengling[3]
机构:Chinese Acad Sci;Univ Chinese Acad Sci;Guangxi Forest Inventory & Planning Inst;Chinese Acad Forestry;Univ Maryland
来源:REMOTE SENSING OF ENVIRONMENT  2023
关键词:ICESat-2   Mountainous dense forests   Canopy hEIghts   Ground photons   Photon counting   ATL08  
Comparison of Coniferous Plantation HEIghts Using Unmanned Aerial Vehicle (UAV) Laser Scanning and Stereo Photogrammetry被引量:8收藏 分享
作者:Li, Mei[1,2] Li, Zengyuan[1,2] Liu, Qingwang[1,2] Chen, Erxue[1,2]
机构:Chinese Acad Forestry;Natl Forestry & Grassland Adm
来源:REMOTE SENSING  2021
关键词:forest stand hEIght   UAV laser scanning   UAV stereo photogrammetry   point clouds density   CHM   metrics  
Feature analysis of LIDAR waveforms from forest canopies被引量:4收藏 分享
作者:Liu QingWang[1] Li ZengYuan[1] Chen ErXue[1] Pang Yong[1] Li ShiMing[1]
机构:Chinese Acad Forestry
来源:SCIENCE CHINA-EARTH SCIENCES  2011
关键词:remote sensing   forest canopy   LIDAR   waveform feature   solid scatterer  
Forest HEIght Extraction Using GF-7 Very High-Resolution Stereoscopic Imagery and Google earth Multi-Temporal Historical Imagery被引量:4收藏 分享
作者:Ni, Wenjian[1,2] Li, Zijia[1,2] Wang, Qiang[3] Zhang, Zhiyu[1] Liu, Qingwang[4]
机构:Chinese Acad Sci;Univ Chinese Acad Sci;Heilongjiang Inst Technol;Chinese Acad Forestry;Chinese Acad Forestry
来源:JOURNAL OF REMOTE SENSING  2024
关键词:Photomapping - Stereo vision - Tropics  
DOMINANT TREES ANALYSIS USING UAV LIDAR AND PHOTOGRAMMETRY被引量:4收藏 分享
作者:Liu, Qingwang[1] Li, Shiming[1] Tian, Xin[1] Fu, Liyong[1]
机构:Chinese Acad Forestry
来源:IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM  2020
关键词:UAV   Lidar   Photogrammetry   CHM  
FOREST HEIGHT ESTIMATION BASED ON UAV LIDAR SIMULATED WAVEFORM被引量:3收藏 分享
作者:Chen, Bowei[1] Li, Zengyuan[1] Pang, Yong[1] Liu, Qingwang[1] Gao, Xianlian[2]
机构:Chinese Acad Forestry;State Forestry Adm
来源:2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)  2017
关键词:Forest hEIght   UAV Lidar   waveform   simulation   Cubist  
基于机载激光雷达校正的ICESat/GLAS数据森林冠层高度估测被引量:2收藏 分享
作者:胡凯龙[1,2] 刘清旺[2] 庞勇[2] 李梅[3] 穆喜云[4]
机构:中国矿业大学(北京)地球科学与测绘工程学院;中国林业科学研究院资源信息研究所;中国林业科学研究院荒漠化研究所;赤峰市林业科学研究院森林生态所
来源:《农业工程学报》  2017
关键词:激光  数据处理  林地  冠层高度  星载激光雷达  点云分类  估测模型  坡度  
摘要:针对星载激光雷达(geoscience laser altimeter system,GLAS)大光斑属性,该文提出了一种改进后的光斑尺度森林冠层高度估测方法,并分析了复杂地表对其估测精度的影响。首先,对机载lidar点...
其他来源数据库:万方期刊数据库同方期刊数据库
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CHINA TYPICAL FOREST ABOVEGROUND BIOMASS ESTIMATION BY FUSION OF MULTI-PLATFORM DATA被引量:2收藏 分享
作者:Pang Yong[1] Li Zengyuan[1] Meng Shili[1,2] Lu Hao[1] Jia Wen[1]
机构:Chinese Acad Forestry;Beijing Normal Univ
来源:2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)  2016
关键词:China forest   aboveground biomass   LiDAR   Field-Airborne-Spaceborne (FAS) observation   multi-platform  
FOREST CANOPY COVER ANALYSIS USING UAS LIDAR被引量:2收藏 分享
作者:Liu, Qingwang[1] Li, Shiming[1] Hu, Kailong[1] Pang, Yong[1] Li, Zengyuan[1]
机构:Chinese Acad Forestry
来源:2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)  2017
关键词:UAS   LiDAR   forest canopy cover   NPC   CHM  
FOREST CANOPY GAP DYNAMICS BASED ON TIME-SERIES OF AIRBORNE LIDAR DATA被引量:2收藏 分享
作者:Li, Shiming[1] Liu, Qingwang[1] Li, Zengyuan[1] Qi, Zhiyong[1] Si, Lin[1]
机构:Chinese Acad Forestry;China Acad Launch Vehicle Technol
来源:2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)  2022
关键词:forest canopy gap   gap dynamics   airborne lidar   fixed-hEIght threshold  
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