Exploring full-waveform LiDAR parameters for tree species classification

@article{Heinzel2011ExploringFL,
  title={Exploring full-waveform LiDAR parameters for tree species classification},
  author={Johannes Heinzel and Barbara Koch},
  journal={Int. J. Applied Earth Observation and Geoinformation},
  year={2011},
  volume={13},
  pages={152-160}
}
Precise tree species classification with high density full-waveform LiDAR data is a key research topic for automated forest inventory. Most approaches constrain to geometric features and only a few consider intensity values. Since full-waveform data offers a much larger amount of deducible information this study explores a high number of parameter and feature combinations. Those variables having the highest impact on species differentiation are determined. To handle the large amount of airborne… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 38 references

Gaussian decomposition and calibration of a novel small-footprint full-waveform digitising airborne laser scanner

W. Wagner, A. Ullrich, V. Ducic, T. Melzer, N. Studnicka
ISPRS Journal of Photogrammetry and Remote Sensing • 2006
View 4 Excerpts
Highly Influenced

3D vegetation mapping using small-footprint full-waveform airborne laser scanners

W. Wagner, M. Hollaus, C. Briese, V. Ducic
International Journal of Remote Sensing • 2008
View 7 Excerpts
Highly Influenced

Advanced full-waveform lidar data echo detection: assessing quality of derived terrain and tree height models in an alpine coniferous forest

A. Chauve, C. Vega, +4 authors W. Puech
International Journal of Remote Sensing • 2009
View 2 Excerpts

Classifying species of individual trees

E. Naesset, O. M. Bollandsas
2009

Classifying species of individual trees by intensity and structure features derived from airborne laser scanner data

S. Popescu, R. Nelson, +4 authors O. M. Bollandsas
Remote Sensing of Environment • 2009

Full-waveform topographic lidar: state-of-the-art

C. Mallet, F. Bretar
ISPRS Journal of Photogrammetry and Remote Sensing • 2009
View 3 Excerpts

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