|
郭昱杉, 刘庆生, 刘高焕, 等. 基于标记控制分水岭分割方法的高分辨率遥感影像单木树冠提取. 地球信息科学学报, 2016, 18 (9): 1259- 1266.
|
|
Guo Y S , Liu Q S , Liu G H , et al. Individual tree crown extraction of high resolution image based on marker-controlled watershed segmentation method. Journal of Geo-Information Science, 2016, 18 (9): 1259- 1266.
|
|
韩悬, 马银平. 分水岭算法的改进及在图像分割中的应用. 现代信息科技, 2019, 3 (24): 17- 19.
doi: 10.3969/j.issn.2096-4706.2019.24.006
|
|
Han X , Ma Y P . Improvement of watershed algorithm and its application in image segmentation. Modern Information Technology, 2019, 3 (24): 17- 19.
doi: 10.3969/j.issn.2096-4706.2019.24.006
|
|
霍朗宁, 张晓丽. 基于机载LiDAR点云多层聚类的单木信息提取及其精度评价. 林业科学, 2021, 57 (1): 85- 94.
|
|
Huo L N , Zhang X L . Individual tree information extraction and accuracy evaluation based on airborne LiDAR point cloud by multilayer clustering method. Scientia Silvae Sinicae, 2021, 57 (1): 85- 94.
|
|
李平昊, 申鑫, 代劲松, 等. 机载激光雷达人工林单木分割方法比较和精度分析. 林业科学, 2018, 54 (12): 127- 136.
doi: 10.11707/j.1001-7488.20181214
|
|
Li P H , Shen X , Dai J S , et al. Comparisons and accuracy assessments of LiDAR-based tree segmentation approaches in planted forests. Scientia Silvae Sinicae, 2018, 54 (12): 127- 136.
doi: 10.11707/j.1001-7488.20181214
|
|
李增元, 刘清旺, 庞勇. 激光雷达森林参数反演研究进展. 遥感学报, 2016, 20 (5): 1138- 1150.
|
|
Li Z Y , Liu Q W , Pang Y . Review on forest parameters inversion using LiDAR. Journal of Remote Sensing, 2016, 20 (5): 1138- 1150.
|
|
刘鲁霞, 庞勇. 机载激光雷达和地基激光雷达林业应用现状. 世界林业研究, 2014, 27 (1): 49- 56.
doi: 10.13348/j.cnki.sjlyyj.2014.01.009
|
|
Liu L X , Pang Y . Applications of airborne laser scanning and terrestrial laser scanning to forestry. World Forestry Research, 2014, 27 (1): 49- 56.
doi: 10.13348/j.cnki.sjlyyj.2014.01.009
|
|
刘清旺, 李增元, 陈尔学, 等. 机载LIDAR点云数据估测单株木生物量. 高技术通讯, 2010, 20 (7): 765- 770.
doi: 10.3772/j.issn.1002-0470.2010.07.019
|
|
Liu Q W , Li Z Y , Chen E X , et al. Estimating biomass of individual trees using point cloud data of airborne LiDAR. Chinese High Technology Letters, 2010, 20 (7): 765- 770.
doi: 10.3772/j.issn.1002-0470.2010.07.019
|
|
欧光龙, 肖义发, 王俊峰, 等. 思茅松天然林树冠结构模型. 生态学报, 2014, 34 (7): 1663- 1671.
|
|
Ou G L , Xiao Y F , Wang J F , et al. Modeling tree crown structure of Simao pine (Pinus kesiya var. langbianensis) natural forest. Acta Ecologica Sinica, 2014, 34 (7): 1663- 1671.
|
|
潘瑶, 苏凯文, 张婉洁, 等. 面向可持续的国有林场森林生态系统管理研究: 以云南省万掌山国有林场为例. 林业调查规划, 2016, 41 (6): 64- 67.
doi: 10.3969/j.issn.1671-3168.2016.06.012
|
|
Pan Y , Su K W , Zhang W J , et al. Sustainable forest ecosystem management of state forest farm: a case study of Wanzhangshan forest farm. Forest Inventory and Planning, 2016, 41 (6): 64- 67.
doi: 10.3969/j.issn.1671-3168.2016.06.012
|
|
孙钊, 潘磊, 谢运鸿, 等. 分水岭算法在林业中的应用. 世界林业研究, 2021, 34 (3): 63- 67.
doi: 10.13348/j.cnki.sjlyyj.2020.0102.y
|
|
Sun Z , Pan L , Xie Y H , et al. Application of watershed algorithm to forestry. World Forestry Research, 2021, 34 (3): 63- 67.
doi: 10.13348/j.cnki.sjlyyj.2020.0102.y
|
|
Alexander C . Delineating tree crowns from airborne laser scanning point cloud data using Delaunay triangulation. International Journal of Remote Sensing, 2009, 30 (14): 3843- 3848.
doi: 10.1080/01431160902842318
|
|
Brandtberg T , Warner T A , Landenberger R E , et al. Detection and analysis of individual leaf-off tree crowns in small footprint, high sampling density LiDAR data from the eastern deciduous forest in North America. Remote Sensing of Environment, 2003, 85 (3): 290- 303.
doi: 10.1016/S0034-4257(03)00008-7
|
|
Brandtberg T . Classifying individual tree species under leaf-off and leaf-on conditions using airborne LiDAR. ISPRS Journal of Photogrammetry and Remote Sensing, 2007, 61 (5): 325- 340.
doi: 10.1016/j.isprsjprs.2006.10.006
|
|
Chen Q , Baldocchi D , Gong P , et al. Isolating individual trees in a savanna woodland using small footprint LiDAR data. Photogrammetric Engineering & Remote Sensing, 2006, 72 (8): 923- 932.
|
|
Falkowski M J , Smith A M S , Gessler P E , et al. The influence of conifer forest canopy cover on the accuracy of two individual tree measurement algorithms using LiDAR data. Canadian Journal of Remote Sensing, 2008, 34 (sup2): S338- S350.
doi: 10.5589/m08-055
|
|
Ferraz A , Bretar F , Jacquemoud S , et al. 3-D mapping of a multi-layered Mediterranean forest using ALS data. Remote Sensing of Environment, 2012, 121, 210- 223.
doi: 10.1016/j.rse.2012.01.020
|
|
Forzieri G , Guarnieri L , Vivoni E R , et al. Multiple attribute decision making for individual tree detection using high-resolution laser scanning. Forest Ecology and Management, 2009, 258 (11): 2501- 2510.
doi: 10.1016/j.foreco.2009.09.006
|
|
Goutte C, Gaussier E. 2005. A probabilistic interpretation of precision, recall and F-score, with implication for evaluation. European Conference on Information Retrieval, Springer, Berlin, Heidelberg, 345-359.
|
|
Hyyppä J . Detecting and estimating attributes for single trees using laser scanner. Photogramm J Finland, 1999, 16, 27- 42.
|
|
Johan H , Mats N , Håkan O . Estimation of tree height and stem volume on plots using airborne laser scanning. Forest Science, 2003, 49 (3): 419- 428.
|
|
Kaartinen H , Hyyppä J , Yu X W , et al. An international comparison of individual tree detection and extraction using airborne laser scanning. Remote Sensing, 2012, 4 (4): 950- 974.
doi: 10.3390/rs4040950
|
|
Koch B , Heyder U , Weinacker H . Detection of individual tree crowns in airborne LiDAR data. Photogrammetric Engineering & Remote Sensing, 2006, 72 (4): 357- 363.
|
|
Korpela I, Dahlin B, Schäfer H, et al. 2007. Single-tree forest inventory using LiDAR and aerial images for 3D treetop positioning, species recognition, height and crown width estimation. Proceedings of ISPRS Workshop on Laser Scanning, 227-233.
|
|
Lee H , Slatton K C , Roth B E , et al. Adaptive clustering of airborne LiDAR data to segment individual tree crowns in managed pine forests. International Journal of Remote Sensing, 2010, 31 (1): 117- 139.
|
|
Li W K , Guo Q H , Jakubowski M K , et al. A new method for segmenting individual trees from the LiDAR point cloud. Photogrammetric Engineering & Remote Sensing, 2012, 78 (1): 75- 84.
|
|
Maltamo M , Eerikäinen K , Pitkänen J , et al. Estimation of timber volume and stem density based on scanning laser altimetry and expected tree size distribution functions. Remote Sensing of Environment, 2004, 90 (3): 319- 330.
|
|
Mei C , Durrieu S . Tree crown delineation from digital elevation models and high resolution imagery. Proc. IAPRS, 2004, 36, 218- 223.
|
|
Meyer F , Beucher S . Morphological segmentation. Journal of Visual Communication and Image Representation, 1990, 1 (1): 21- 46.
|
|
Nuijten R J G , Coops N C , Goodbody T R H , et al. Examining the multi-seasonal consistency of individual tree segmentation on deciduous stands using digital aerial photogrammetry (DAP) and unmanned aerial systems (UAS). Remote Sensing, 2019, 11 (7): 739.
|
|
Parker G G , Russ M E . The canopy surface and stand development: assessing forest canopy structure and complexity with near-surface altimetry. Forest Ecology and Management, 2004, 189 (1/3): 307- 315.
|
|
Pedersen R Ø , Bollandsås O M , Gobakken T , et al. Deriving individual tree competition indices from airborne laser scanning. Forest Ecology and Management, 2012, 280, 150- 165.
|
|
Popescu S C , Wynne R H , Nelson R F . Estimating plot-level tree heights with LiDAR: local filtering with a canopy-height based variable window size. Computers and Electronics in Agriculture, 2003, 37 (1/3): 71- 95.
|
|
Popescu S C . Estimating biomass of individual pine trees using airborne LiDAR. Biomass and Bioenergy, 2007, 31 (9): 646- 655.
|
|
Reitberger J , Schnörr C , Krzystek P , et al. 3D segmentation of single trees exploiting full waveform LiDAR data. ISPRS Journal of Photogrammetry and Remote Sensing, 2009, 64 (6): 561- 574.
|
|
Siepielski A M , Morrissey M B , Buoro M , et al. Precipitation drives global variation in natural selection. Science, 2017, 355 (6328): 959- 962.
|
|
Sokolova M, Japkowicz N, Szpakowicz S. 2006. Beyond accuracy, F-score and ROC: a family of discriminant measures for performance evaluation. Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg, 1015-1021.
|
|
Tang F F, Zhang X H, Liu J N. 2007. Segmentation of tree crown model with complex structure from airborne LiDAR data. Proc SPIE 6752, Geoinformatics 2007: Remotely Sensed Data and Information, 94-102.
|
|
Vauhkonen J , Ene L , Gupta S , et al. Comparative testing of single-tree detection algorithms under different types of forest. Forestry: an International Journal of Forest Research, 2011, 85 (1): 27- 40.
|
|
Vincent L , Soille P . Watersheds in digital spaces: an efficient algorithm based on immersion simulations. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1991, 13 (6): 583- 598.
|
|
Wulder M , Niemann K O , Goodenough D G . Local maximum filtering for the extraction of tree locations and basal area from high spatial resolution imagery. Remote Sensing of Environment, 2000, 73 (1): 103- 114.
|
|
Yang Q L , Su Y J , Jin S C , et al. The influence of vegetation characteristics on individual tree segmentation methods with airborne LiDAR data. Remote Sensing, 2019, 11 (23): 2880.
|
|
Yu X W , Hyyppä J , Vastaranta M , et al. Predicting individual tree attributes from airborne laser point clouds based on the random forests technique. ISPRS Journal of Photogrammetry and Remote Sensing, 2011, 66 (1): 28- 37.
|
|
Zhao K , Suarez J C , Garcia M , et al. Utility of multitemporal LiDAR for forest and carbon monitoring: tree growth, biomass dynamics, and carbon flux. Remote Sensing of Environment, 2018, 204, 883- 897.
|
|
Zimble D A , Evans D L , Carlson G C , et al. Characterizing vertical forest structure using small-footprint airborne LiDAR. Remote Sensing of Environment, 2003, 87 (2/3): 171- 182.
|