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- W7608756 abstract "Within the past decade progress towards automatic recognition of individual trees and their parameters was made in both TLS and ALSdata based algorithms. In this paper we present an approach to combine single trees derived from ALS and TLS-data in order to gain a higher level of information. Therefore, two data sets are used: 1. a set of 3D-stemfiles generated by the algorithm described in Bienert et al. 2007 and 2. a set of detected single trees for the corresponding area of the data set 1 based on the algorithm described in Gupta et al. 2010. The 3D-stemfiles include position, information regarding sweep and diameter in 10[cm] height intervals. The ALS-tree description covers the position, maximum crown diameter and length as well as tree top height. This information is used for a hierarchic approach of linking ALS and TLS-derived trees based on three different initial matching algorithms. The estimated position error is taken into account to generate an initial list of matching candidates. The 2D-distance based initial linking method linked 41% of the TLS-trees. It was found that 3D-estimation of the tree top based on sweep information of the TLS-trees led only to minimal more imputations than the 2D-approach. A possible reason is seen in the linear models chosen, which do not reflect the tree shape invariably. Future work focuses on the integration of species information and the quantification of false linkage, which could not be evaluated within this study." @default.
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- W7608756 date "2011-01-01" @default.
- W7608756 modified "2023-09-26" @default.
- W7608756 title "A method for linking TLS- and ALS-derived trees." @default.
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