Tree species classification and estimation of stem volume and DBH based on single tree extraction by exploiting airborne full-waveform LiDAR data

[1]  Juha Hyyppä,et al.  Combination of individual tree detection and area-based approach in imputation of forest variables using airborne laser data , 2012 .

[2]  Barbara Koch,et al.  Exploring full-waveform LiDAR parameters for tree species classification , 2011, Int. J. Appl. Earth Obs. Geoinformation.

[3]  M. Vastaranta,et al.  Predicting individual tree attributes from airborne laser point clouds based on the random forests technique , 2011 .

[4]  Barbara Koch,et al.  Status and future of laser scanning, synthetic aperture radar and hyperspectral remote sensing data for forest biomass assessment , 2010 .

[5]  M. Maltamo,et al.  Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics , 2010 .

[6]  Juha Hyyppä,et al.  Comparison of Area-Based and Individual Tree-Based Methods for Predicting Plot-Level Forest Attributes , 2010, Remote. Sens..

[7]  Uwe Stilla,et al.  Mutual Enhancement of Weak Laser Pulses for Point Cloud Enrichment Based on Full-Waveform Analysis , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[8]  E. Næsset,et al.  Prediction of species specific forest inventory attributes using a nonparametric semi-individual tree crown approach based on fused airborne laser scanning and multispectral data , 2010 .

[9]  J. Holmgren,et al.  Estimation of tree lists from airborne laser scanning by combining single-tree and area-based methods , 2010 .

[10]  J. Hyyppä,et al.  Tree species classification using airborne LiDAR - effects of stand and tree parameters, downsizing of training set, intensity normalization, and sensor type , 2010 .

[11]  J. Reitberger,et al.  3D segmentation of single trees exploiting full waveform LIDAR data , 2009 .

[12]  E. Næsset,et al.  Classifying species of individual trees by intensity and structure features derived from airborne laser scanner data , 2009 .

[13]  M. Heurich,et al.  Estimation of forestry stand parameters using laser scanning data in temperate, structurally rich natural European beech (Fagus sylvatica) and Norway spruce (Picea abies) forests , 2008 .

[14]  Johannes Breidenbach,et al.  Estimation of diameter distributions by means of airborne laser scanner data , 2008 .

[15]  M. Heurich Automatic recognition and measurement of single trees based on data from airborne laser scanning over the richly structured natural forests of the Bavarian Forest National Park , 2008 .

[16]  J. Hyyppä,et al.  Review of methods of small‐footprint airborne laser scanning for extracting forest inventory data in boreal forests , 2008 .

[17]  J. Reitberger,et al.  Analysis of full waveform LIDAR data for the classification of deciduous and coniferous trees , 2008 .

[18]  Uwe Stilla,et al.  3D segmentation and classification of single trees with full waveform LIDAR data , 2008 .

[19]  W. Wagner,et al.  Area-based parameterization of forest structure using full-waveform airborne laser scanning data. , 2008 .

[20]  S. Popescu Estimating biomass of individual pine trees using airborne lidar , 2007 .

[21]  J. Reitberger,et al.  COMBINED TREE SEGMENTATION AND STEM DETECTION USING FULL WAVEFORM LIDAR DATA , 2007 .

[22]  Uwe Stilla,et al.  Detection of weak laser pulses by full waveform stacking , 2007 .

[23]  Uwe Stilla,et al.  Range determination with waveform recording laser systems using a Wiener Filter , 2006 .

[24]  W. Wagner,et al.  Gaussian decomposition and calibration of a novel small-footprint full-waveform digitising airborne laser scanner , 2006 .

[25]  J. Hyyppä,et al.  Estimation of stem volume using laser scanning-based canopy height metrics , 2006 .

[26]  M. Heurich Evaluierung und Entwicklung von Methoden zur automatisierten Erfassung von Waldstrukturen aus Daten flugzeuggetragener Fernerkundungssensoren , 2006 .

[27]  Åsa Persson,et al.  Identifying species of individual trees using airborne laser scanner , 2004 .

[28]  E. Næsset Practical large-scale forest stand inventory using a small-footprint airborne scanning laser , 2004 .

[29]  Tomas Brandtberg 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 , 2003 .

[30]  M. Flood,et al.  LiDAR remote sensing of forest structure , 2003 .

[31]  E. Næsset Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data , 2002 .

[32]  Åsa Persson,et al.  Detecting and measuring individual trees using an airborne laser scanner , 2002 .

[33]  Mikko Inkinen,et al.  A segmentation-based method to retrieve stem volume estimates from 3-D tree height models produced by laser scanners , 2001, IEEE Trans. Geosci. Remote. Sens..

[34]  Mathias Schardt,et al.  HIGH-SCAN: The first European-wide attempt to derive single-tree information from laserscanner data , 2001 .

[35]  Jitendra Malik,et al.  Normalized cuts and image segmentation , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[36]  David P. Dobkin,et al.  The quickhull algorithm for convex hulls , 1996, TOMS.

[37]  Luc Vincent,et al.  Watersheds in Digital Spaces: An Efficient Algorithm Based on Immersion Simulations , 1991, IEEE Trans. Pattern Anal. Mach. Intell..

[38]  Ross Nelson,et al.  Estimating forest biomass and volume using airborne laser data , 1988 .