Full text of this article is only available in PDF format.

Sakari Tuominen (email), Markus Haakana

Landsat TM imagery and high altitude aerial photographs in estimation of forest characteristics

Tuominen S., Haakana M. (2005). Landsat TM imagery and high altitude aerial photographs in estimation of forest characteristics. Silva Fennica vol. 39 no. 4 article id 367. https://doi.org/10.14214/sf.367

Abstract

Satellite sensor data have traditionally been used in multi-source forest inventory for estimating forest characteristics. Their advantages generally are large geographic coverage and large spectral range. Another remote sensing data source for forest inventories offering a large geographic coverage is high altitude aerial photography. In high altitude aerial photographs the spectral range is very narrow but the spatial resolution is high. This allows the extraction of texture features for forest inventory purposes. In this study we utilized a Landsat 7 ETM satellite image, a photo mosaic composed of high altitude panchromatic aerial photographs, and a combination of the aforementioned in estimating forest attributes for an area covering approximately 281 000 ha in Forestry Centre Häme-Uusimaa in Southern Finland. Sample plots of 9th National Forest Inventory (NFI9) were used as field data. In the estimation, 6 Landsat 7 ETM image channels were used. For aerial photographs, 4 image channels were composed from the spectral averages and texture features. In combining both data sources, 6 Landsat channels and 3 aerial image texture channels were selected for the analysis. The accuracy of forest estimates based on the Landsat image was better than that of estimates based on high altitude aerial photographs. On the other hand, using the combination of Landsat ETM spectral features and textural features on high altitude aerial photographs improved the estimation accuracy of most forest attributes.

Keywords
multi-source forest inventory; satellite imagery; high-altitude aerial photographs; image texture

Author Info
  • Tuominen, Finnish Forest Research Institute, Unioninkatu 40 A, FI-00170 Helsinki, Finland E-mail sakari.tuominen@metla.fi (email)
  • Haakana, Finnish Forest Research Institute, Unioninkatu 40 A, FI-00170 Helsinki, Finland E-mail mh@nn.fi

Received 15 November 2004 Accepted 12 October 2005 Published 31 December 2005

Views 3529

Available at https://doi.org/10.14214/sf.367 | Download PDF

Creative Commons License CC BY-SA 4.0

Register
Click this link to register to Silva Fennica.
Log in
If you are a registered user, log in to save your selected articles for later access.
Contents alert
Sign up to receive alerts of new content

Your selected articles
Your search results
Tokola T., Heikkilä J. (1997) Improving satellite image based forest inventory.. Silva Fennica vol. 31 no. 1 article id 5610
Poso S., Paananen R. et al. (1987) Forest inventory by compartments using satellite.. Silva Fennica vol. 21 no. 1 article id 5307
Nyyssönen A., Poso S. et al. (1968) The use of aerial photographs in the estimation .. Acta Forestalia Fennica vol. 82 no. 4 article id 7177
Varjo J., (1997) Change detection and controlling forest informat.. Acta Forestalia Fennica vol. 0 no. 258 article id 7524
Tuominen S., Balazs A. et al. (2020) Comparison of photogrammetric canopy models from.. Silva Fennica vol. 54 no. 5 article id 10291
Tuominen S., Balazs A. et al. (2017) Hyperspectral UAV-imagery and photogrammetric ca.. Silva Fennica vol. 51 no. 5 article id 7721
Tuominen S., Pitkänen T. et al. (2017) Improving Finnish Multi-Source National Forest I.. Silva Fennica vol. 51 no. 4 article id 7743
Bohlin J., Bohlin I. et al. (2017) Mapping forest attributes using data from stereo.. Silva Fennica vol. 51 no. 2 article id 2021
Tuominen S., Balazs A. et al. (2015) Unmanned aerial system imagery and photogrammetr.. Silva Fennica vol. 49 no. 5 article id 1348
Tuominen S., Pitkänen J. et al. (2014) NFI plots as complementary reference data in for.. Silva Fennica vol. 48 no. 2 article id 983
Coggins S. B., Coops N. C. et al. (2010) Improvement of low level bark beetle damage esti.. Silva Fennica vol. 44 no. 2 article id 456
Holopainen M., Talvitie M. (2006) Effect of data acquisition accuracy on timing of.. Silva Fennica vol. 40 no. 3 article id 335