5 CONCLUSION
Both the proportion of coniferous and deciduous trees and stand
heights can be estimated with high accuracy compared to ground
reference data. Better models for the area proportions may yield
better results; the equations shown above may lead to negative
area proportions or above 100 % for extreme penetration rates.
The empirical stand height models need to be further checked for
their robustness on other data. A theoretical model needs to be
developed, although the 90 percentile is a reasonable variable as
such.
6 ACKNOWLEDGEMENTS
The research has been funded by the Austrian national science
foundation (FWF) through the project P12812-INF.
REFERENCES
[Bitterlich, 1948] Bitterlich, W., 1948. Die Winkelzählprobe.
Allg. Forst- und Holzwirtsch. Zeitung, 59, pp. 4-5.
[Magnussen, 1998] Magnussen, S., Boudewyn, P., 1998.
Derivation of stand heights from airborne laser scanner data with
canopy-based quantile estimators. Can. J. For. Res. 28, pp. 1016-
1031.
International Archives of Photogrammetry and Remote Sensing, Vol. 32, Part 3W14, La Jolla, CA, 9-11 Nov. 1999
[Magnussen, 1999] Magnussen, S., Eggermont, P., Lariccia, V.
N., 1999, Recovering tree heights from airborne laser scanner
data. For. Sci. 45, pp. 407-422.
[Pfeifer, 1999] Pfeifer, N., Reiter, T., Briese, C., Rieger, W.,
1999, Interpolation of high quality ground models from laser
scanner data in forested areas. Joint workshop of ISPRS working
groups III/5 and III/2, Ja Jolla, CA, 9. — 11. Nov. 1999.
[Pollanschütz, 1971] Pollanschütz, J., 1971. Auswertung von
Waldinventuren. In: 100 Jahre Hochschule für Bodenkultur,
Wien, pp. 355-368.
[Sterba, 1998] Sterba, H., 1998. The precision of species
proportion by area when estimated by angle counts and yield
tables. Forestry 71, pp. 25-32.
[Sterba, 1999] Sterba, H., 1999. Higher accuracy of tree height
measurements — the significance of height increment in growth
and yield theory. Centralblatt f. d. ges. Forstwesen, 116, pp. 141-
154.
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