成果/Result
- Remote sensing of the terrestrial carbon cycle: A review of advances over 50 years被引量：379收藏
- 作者：Xiao, Jingfeng[1] Chevallier, Frederic[2] Gomez, Cecile[3] Guanter, Luis[4] Hicke, Jeffrey A.[5]
- 机构：Univ New Hampshire;Univ Paris Saclay;Univ Montpellier;Univ Politecn Valencia;Univ Idaho
- 来源：REMOTE SENSING OF ENVIRONMENT 2019
- 关键词：Carbon fluxes Carbon stocks Optical remote sensing Microwave remote sensing Lidar Solar-induced chlorophyll fluorescence Carbon cycling Aboveground biomass Disturbance Carbon-climate feedbacks
- Mapping urban tree species using integrated airborne hyperspectral and LiDAR remote sensing data被引量：188收藏
- 作者：Liu, Luxia[1,4] Coops, Nicholas C.[2] Aven, Neal W.[3] Pang, Yong[4]
- 机构：Anhui Agr Univ;Univ British Columbia;Pk Div;Chinese Acad Forestry
- 来源：REMOTE SENSING OF ENVIRONMENT 2017
- 关键词：Urban tree species classification Airborne LiDAR Airborne hyperspectral Random forest British Columbia, Canada
- Characterizing forest canopy structure with lidar composite metrics and machine learning被引量：141收藏
- 作者：Zhao, Kaiguang[1,2] Popescu, Sorin[3] Meng, Xuelian[4] Pang, Yong[5] Agca, Muge[3]
- 机构：Duke Univ;Duke Univ;Texas A&M Univ;Ohio State Univ;Chinese Acad Forestry
- 来源：REMOTE SENSING OF ENVIRONMENT 2011
- 关键词：Lidar Laser scanner Canopy Biomass Carbon Machine learning Gaussian process Support vector machine Forest fuel
- LiCHy: The CAF's LiDAR, CCD and Hyperspectral Integrated Airborne Observation System被引量：72收藏
- 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
- Validation of the ICEsat vegetation product using crown-area-weighted mean height derived using crown delineation with discrete return lidar data被引量：61收藏
- 作者：Pang, Yong[1,2] Lefsky, Michael[1] Andersen, Hans-Erik[3] Miller, Mary Ellen[1] Sherrill, Kirk[1]
- 机构：Colorado State Univ;Chinese Acad Forestry;US Forest Serv
- 来源：CANADIAN JOURNAL OF REMOTE SENSING 2008
- 关键词：Aneroid altimeters - Forestry - Radio altimeters - Vegetation
- Impact of footprint diameter and off-nadir pointing on the precision of canopy height estimates from spaceborne lidar被引量：59收藏
- 作者：Pang, Yong[1,2] Lefsky, Michael[1] Sun, Guoqing[3] Ranson, Jon[4]
- 机构：Colorado State Univ;Chinese Acad Forestry;Univ Maryland;NASA
- 来源：REMOTE SENSING OF ENVIRONMENT 2011
- 关键词：Spaceborne lidar Lidar waveform simulation Off-nadir pointing Footprint diameter Canopy height DESDynI ICESat-II
- A Kernel-Driven BRDF Approach to Correct Airborne Hyperspectral Imagery over Forested Areas with Rugged Topography被引量：40收藏
- 作者：Jia, Wen[1] Pang, Yong[1] Tortini, Riccardo[2] Schlaepfer, Daniel[3] Li, Zengyuan[1]
- 机构：Chinese Acad Forestry;Univ Calif Los Angeles;ReSe Applicat LLC;Univ Paul Sabatier
- 来源：REMOTE SENSING 2020
- 关键词：airborne hyperspectral image BRDF correction rugged topography kernel-driven remote sensing MODIS
- Ground and Top of Canopy Extraction From Photon-Counting LiDAR Data Using Local Outlier Factor With Ellipse Searching Area被引量：40收藏
- 作者：Chen, Bowei[1] Pang, Yong[1] Li, Zengyuan[1] Lu, Hao[2] Liu, Luxia[3]
- 机构：Chinese Acad Forestry;Beijing Forestry Univ;Univ Jinan;Swansea Univ
- 来源：IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 2019
- 关键词：Ice Cloud and land Elevation Satellite (ICESat)-2 local outlier factor (LOF) photon classification photon-counting LiDAR
- Mapping Three-Dimensional Structures of Forest Canopy Using UAV Stereo Imagery: Evaluating Impacts of Forward Overlaps and Image Resolutions With LiDAR Data as Reference被引量：39收藏
- 作者：Ni, Wenjian[1] Sun, Guoqing[2] Pang, Yong[3] Zhang, Zhiyu[1] Liu, Jianli[1]
- 机构：Chinese Acad Sci;Univ Maryland;Chinese Acad Forestry
- 来源：IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 2018
- 关键词：Computer vision forest vertical structure forward overlap image resolution photogrammetry point cloud stereo images unmanned aerial vehicle (UAV)
- Tree mortality in response to climate change induced drought across Beijing, China被引量：39收藏
- 作者：Zhang, Xiongqing[1,2] Lei, Yuancai[2] Pang, Yong[2] Liu, Xianzhao[2] Wang, Jinzeng[3]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;Beijing Forestry Survey & Design Inst
- 来源：CLIMATIC CHANGE 2014
- 关键词：Drought - Ecosystems - Forestry - Population statistics
- Evaluation of nonlinear equations for predicting diameter from tree height被引量：35收藏
- 作者：Bi, Huiquan[1,2] Fox, Julian C.[2] Li, Yun[3] Lei, Yuancai[4] Pang, Yong[4]
- 机构：New S Wales Dept Primary Ind;Univ Melbourne;Beijing Forestry Univ;Chinese Acad Forestry
- 来源：CANADIAN JOURNAL OF FOREST RESEARCH 2012
- 关键词：Exponential functions - Forecasting - Forestry - Function evaluation - Laser applications - Petroleum reservoir evaluation - Weibull distribution
- Filling invalid values in a lidar-derived canopy height model with morphological crown control被引量：35收藏
- 作者：Zhao, Dan[1] Pang, Yong[1] Li, Zengyuan[1] Sun, Guoqing[2]
- 机构：Chinese Acad Forestry;Univ Maryland
- 来源：INTERNATIONAL JOURNAL OF REMOTE SENSING 2013
- 关键词：Charge coupled devices - Filling - Forestry - Mathematical operators - Median filters
- Mapping Aboveground Biomass using Texture Indices from Aerial Photos in a Temperate Forest of Northeastern China被引量：34收藏
- 作者：Meng, Shili[1] Pang, Yong[2] Zhang, Zhongjun[1] Jia, Wen[2] Li, Zengyuan[2]
- 机构：Beijing Normal Univ;Chinese Acad Forestry
- 来源：REMOTE SENSING 2016
- 关键词：FOTO indices LiDAR SVR aerial photos temperate forest high spatial resolution image AGB
- Individual Tree Crown Segmentation of a Larch Plantation Using Airborne Laser Scanning Data Based on Region Growing and Canopy Morphology Features被引量：34收藏
- 作者：Ma, Zhenyu[1,2] Pang, Yong[1] Wang, Di[3] Liang, Xiaojun[1] Chen, Bowei[1,4]
- 机构：Chinese Acad Forestry;Univ Freiburg;Aalto Univ;Chinese Acad Sci;Beijing Forestry Univ
- 来源：REMOTE SENSING 2020
- 关键词：light detection and ranging (LiDAR) airborne laser scanning (ALS) individual tree crown (ITC) segmentation larch plantation region growing canopy morphology
- Separating Tree Photosynthetic and Non-Photosynthetic Components from Point Cloud Data Using Dynamic Segment Merging被引量：33收藏
- 作者：Wang, Di[1] Brunner, Jasmin[1] Ma, Zhenyu[2] Lu, Hao[3] Hollaus, Markus[1]
- 机构：TU Wien;Chinese Acad Forestry;Beijing Forestry Univ
- 来源：FORESTS 2018
- 关键词：Laser scanning dynamic segmentation point classification pattern recognition wood-leaf classification
- Nystrom-based spectral clustering using airborne LiDAR point cloud data for individual tree segmentation被引量：33收藏
- 作者：Pang, Yong[1,2] Wang, Weiwei[1,3] Du, Liming[1,2] Zhang, Zhongjun[3] Liang, Xiaojun[1,2]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm;Beijing Normal Univ;Hebei Agr Univ;Swiss Fed Inst Forest Snow & Landscape Res WSL
- 来源：INTERNATIONAL JOURNAL OF DIGITAL EARTH 2021
- 关键词：Tree segmentation airborne LiDAR spectral clustering Nystrom approximation sampling method
- Estimation of Forest Aboveground Biomass and Leaf Area Index Based on Digital Aerial Photograph Data in Northeast China被引量：33收藏
- 作者：Li, Dan[1,2] Gu, Xingfa[1] Pang, Yong[3] Chen, Bowei[3] Liu, Luxia[4]
- 机构：Chinese Acad Sci;Univ Chinese Acad Sci;Chinese Acad Forestry;Anhui Agr Univ
- 来源：FORESTS 2018
- 关键词：digital aerial photograph aboveground biomass leaf area index photogrammetric point cloud recursive feature elimination machine-learning
- A LiDAR biomass index-based approach for tree- and plot-level biomass mapping over forest farms using 3D point clouds被引量：33收藏
- 作者：Du, Liming[1,2] Pang, Yong[1,2] Wang, Qiang[3] Huang, Chengquan[4] Bai, Yu[1,2]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm;Heilongjiang Inst Technol;Univ Maryland;Chinese Acad Forestry
- 来源：REMOTE SENSING OF ENVIRONMENT 2023
- 关键词：ALS LiDAR Biomass Index (LBI) Aboveground biomass (AGB) Individual tree level
- 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
- 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
- Forest stand biomass estimation using ALOS PALSAR data based on LiDAR-derived prior knowledge in the Qilian Mountain, western China被引量：32收藏
- 作者：He, Qi-Sheng[1,2,3] Cao, Chun-Xiang[1] Chen, Er-Xue[4] Sun, Guo-Qing[1] Ling, Fei-Long[4]
- 机构：Inst Remote Sensing Applicat Chinese Acad Sci & B;Hohai Univ;Chinese Acad Sci;Chinese Acad Forestry
- 来源：INTERNATIONAL JOURNAL OF REMOTE SENSING 2012
- 关键词：Backscattering - Forestry - Optical radar - Polarization - Synthetic aperture radar
- Individual Tree Classification Using Airborne LiDAR and Hyperspectral Data in a Natural Mixed Forest of Northeast China被引量：32收藏
- 作者：Zhao, Dan[1,2] Pang, Yong[2] Liu, Lijuan[3,4] Li, Zengyuan[2]
- 机构：Chinese Acad Sci;Chinese Acad Forestry;Zhejiang A&F Univ;Zhejiang A&F Univ
- 来源：FORESTS 2020
- 关键词：individual tree classification LiDAR hyperspectral SVM natural forest
- Extraction of ground surface elevation from ZY-3 winter stereo imagery over deciduous forested areas被引量：31收藏
- 作者：Ni, Wenjian[1] Sun, Guoqing[2] Ranson, Kenneth Jon[3] Pang, Yong[4] Zhang, Zhiyu[1]
- 机构：Chinese Acad Sci;Univ Maryland;NASA;Chinese Acad Forestry;Tech Univ Munich
- 来源：REMOTE SENSING OF ENVIRONMENT 2015
- 关键词：Dense deciduous forest Forest height Ground surface elevation Stereo imagery ZY-3 Photogrammetry
- Lidar biomass index: A novel solution for tree-level biomass estimation using 3D crown information被引量：30收藏
- 作者：Wang, Qiang[1] Pang, Yong[2,3] Chen, Dongsheng[4,5] Liang, Xiaojun[2,3] Lu, Jun[2]
- 机构：Heilongjiang Inst Technol;Chinese Acad Forestry;NFGA;NFGA;Chinese Acad Forestry
- 来源：FOREST ECOLOGY AND MANAGEMENT 2021
- 关键词：Terrestrial laser scanning Biomass Tree crown Lidar Biomass Index (LBI) Allometric model
- Isolating individual trees in a closed coniferous forest using small footprint lidar data被引量：29收藏
- 作者：Zhao, Dan[1,2] Pang, Yong[2] Li, Zengyuan[2] Liu, Lijuan[3,4]
- 机构：Chinese Acad Sci;Chinese Acad Forestry;Zhejiang A&F Univ;Zhejiang A&F Univ
- 来源：INTERNATIONAL JOURNAL OF REMOTE SENSING 2014
- 关键词：Optical radar - Watersheds
- Optimization of GeoSCIence Laser Altimeter System waveform metrics to support vegetation measurements被引量：23收藏
- 作者：Miller, Mary Ellen[1] Lefsky, Michael[1] Pang, Yong[1,2]
- 机构：Colorado State Univ;Chinese Acad Forestry
- 来源：REMOTE SENSING OF ENVIRONMENT 2011
- 关键词：Lidar Canopy height ICESat GLAS Optimization Remote sensing Vegetation structure
- Combining Airborne and Terrestrial Laser Scanning Technologies to Measure Forest Understorey Volume被引量：22收藏
- 作者：Liu, Luxia[1] Pang, Yong[1] Li, Zengyuan[1] Si, Lin[1] Liao, Shengxi[2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry
- 来源：FORESTS 2017
- 关键词：ALS canopy height profile change detection forest tending forest understorey monitoring TLS
- Synthesis of Leaf-on and Leaf-off Unmanned Aerial Vehicle (UAV) Stereo Imagery for the Inventory of Aboveground Biomass of Deciduous Forests被引量：22收藏
- 作者：Ni, Wenjian[1,2] Dong, Jiachen[1,2] Sun, Guoqing[3] Zhang, Zhiyu[1] Pang, Yong[4]
- 机构：Chinese Acad Sci;Univ Chinese Acad Sci;Univ Maryland;Chinese Acad Forestry
- 来源：REMOTE SENSING 2019
- 关键词：forest aboveground biomass stereo imagery unmanned aerial vehicles UAV AGB leaf-on leaf-off inventory
- Prediction of Diameter Distributions with Multimodal Models Using LiDAR Data in Subtropical Planted Forests被引量：22收藏
- 作者：Zhang, Zhengnan[1] Cao, Lin[1] Mulverhill, Christopher[2] Liu, Hao[1] Pang, Yong[3]
- 机构：Nanjing Forestry Univ;Univ British Columbia;Chinese Acad Forestry
- 来源：FORESTS 2019
- 关键词：diameter distribution LiDAR Weibull finite mixture model KNN Lorenz curves planted forests
- ICESat-2 data classification and estimation of terrain height and canopy height被引量：21收藏
- 作者：He, Li[1,2,3] Pang, Yong[2,3] Zhang, Zhongjun[1] Liang, Xiaojun[2,3] Chen, Bowei[4]
- 机构：Beijing Normal Univ;Chinese Acad Forestry;Natl Forestry & Grassland Adm;Chinese Acad Sci
- 来源：INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION 2023
- 关键词：ICESat-2 Photon classification LiDAR Terrain Forest height
- Dislocation Detection of Shield Tunnel Based on Dense Cross-Sectional Point Clouds被引量：21收藏
- 作者：Du, Liming[1] Zhong, Ruofei[2] Sun, Haili[2] Pang, Yong[1] Mo, You[3,4]
- 机构：Chinese Acad Forestry;Capital Normal Univ;China Aero Geophys Survey;Remote Sensing Ctr Nat Resources
- 来源：IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 0
- 关键词：Point cloud compression Monitoring Measurement by laser beam Geophysical measurements Data acquisition Public transportation Clustering algorithms Shield tunnel cross sectional point clouds dislocation filtering circumferential joint longitudinal joint
