Tree Species Classification in Boreal Forests With Hyperspectral Data

@article{Dalponte2013TreeSC,
  title={Tree Species Classification in Boreal Forests With Hyperspectral Data},
  author={Michele Dalponte and Hans Ole \Orka and Terje Gobakken and Damiano Gianelle and Erik N{\ae}sset},
  journal={IEEE Transactions on Geoscience and Remote Sensing},
  year={2013},
  volume={51},
  pages={2632-2645}
}
Tree species mapping in forest areas is an important topic in forest inventory. In recent years, several studies have been carried out using different types of hyperspectral sensors under various forest conditions. The aim of this work was to evaluate the potential of two high spectral and spatial resolution hyperspectral sensors (HySpex-VNIR 1600 and HySpex-SWIR 320i), operating at different wavelengths, for tree species classification of boreal forests. To address this objective, many… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 41 references

Species identification of individual trees by combining high resolution LIDAR data with multispectral images

  • J. Holmgren, Å. Persson, U. Söderman
  • Int. J. Remote Sens., vol. 29, no. 5, pp. 1537…
  • 2008
Highly Influential
11 Excerpts

Statistics of forest conditions and forest resources in Norway

  • J. Y. Larsson, G. Hylen
  • Viten Fra Skog Og Landskap, vol. Pb-115, no. 1431…
  • 2007
Highly Influential
7 Excerpts

Assessing the utility of airborne hyperspectral and LiDAR data for species distribution mapping in the coastal Pacific Northwest, Canada

  • T. G. Jones, N. C. Coops, T. Sharma
  • Remote Sens. Environ., vol. 114, no. 12, pp. 2841…
  • 2010
Highly Influential
8 Excerpts

Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data

  • M. Dalponte, L. Bruzzone, D. Gianelle
  • Remote Sens. Environ., vol. 123, pp. 258–270, Aug…
  • 2012
2 Excerpts

Characterisation and mapping of forest communities by clustering individual tree crowns

  • P. Bunting, R. M. Lucas, K. Jones, A. R. Bean
  • Remote Sens. Environ., vol. 114, no. 11, pp. 2536…
  • 2010
1 Excerpt

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