Knowledge Management System Of Institute Of Botany,CAS
A Geometric Method for Wood-Leaf Separation Using Terrestrial and Simulated Lidar Data | |
Tao, Shengli; Guo, Qinghua1; Xu, Shiwu2; Su, Yanjun1; Li, Yumei3; Wu, Fangfang3 | |
2015 | |
发表期刊 | PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING |
ISSN | 0099-1112 |
卷号 | 81期号:10页码:767-776 |
摘要 | Terrestrial light detection and ranging (lidar) can be used to record the three-dimensional structures of trees. Wood-leaf separation, which aims to classify lidar points into wood and leaf components, is an essential prerequisite for deriving individual tree characteristics. Previous research has tended to use intensity (including a multi-wavelength approach) and waveform information for wood-leaf separation, but use of the most fundamental information from a lidar point cloud, i.e., the x-, y-, and z- coordinates of each point, for this purpose has been poorly explored. In this study, we introduce a geometric method for wood-leaf separation using the x-, y-, and z-coordinates of each point. The separation results indicate that first-, second-, and third-order branches can be extracted from the raw point cloud by this new method, suggesting that it might provide a promising solution for wood-leaf separation. |
学科领域 | Geography, Physical ; Geosciences, Multidisciplinary ; Remote Sensing ; Imaging Science & Photographic Technology |
DOI | 10.14358/PERS.81.10.767 |
收录类别 | SCI |
语种 | 英语 |
WOS关键词 | HYPERSPECTRAL LIDAR ; INDIVIDUAL TREES ; FOREST ; BIOMASS ; RECONSTRUCTION ; CURVES ; LEAVES |
WOS研究方向 | Science Citation Index Expanded (SCI-EXPANDED) |
WOS记录号 | WOS:000362389000002 |
出版者 | AMER SOC PHOTOGRAMMETRY |
文献子类 | Article |
出版地 | BETHESDA |
EISSN | 2374-8079 |
资助机构 | NSF [DBI 1356077] ; National Science Foundation of China [31270563, 41471363] |
作者邮箱 | guo.qinghua@gmail.com |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ibcas.ac.cn/handle/2S10CLM1/25887 |
专题 | 植被与环境变化国家重点实验室 |
作者单位 | 1.Peking Univ, Dept Ecol, Coll Urban & Environm Sci, Beijing 100871, Peoples R China 2.Univ Calif, Sch Engn, Sierra Nevada Res Inst, Merced, CA 95343 USA 3.China Univ Geosci, Fac Informat Engn, Wuhan 430074, Peoples R China 4.Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing 100093, Peoples R China |
推荐引用方式 GB/T 7714 | Tao, Shengli,Guo, Qinghua,Xu, Shiwu,et al. A Geometric Method for Wood-Leaf Separation Using Terrestrial and Simulated Lidar Data[J]. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING,2015,81(10):767-776. |
APA | Tao, Shengli,Guo, Qinghua,Xu, Shiwu,Su, Yanjun,Li, Yumei,&Wu, Fangfang.(2015).A Geometric Method for Wood-Leaf Separation Using Terrestrial and Simulated Lidar Data.PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING,81(10),767-776. |
MLA | Tao, Shengli,et al."A Geometric Method for Wood-Leaf Separation Using Terrestrial and Simulated Lidar Data".PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING 81.10(2015):767-776. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Tao-2015-A Geometric(2208KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 请求全文 |
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