A4 Article in conference proceedings
Methods for estimating forest stem volumes by tree species using digital surface model and CIR images taken from light UAS (2012)


Salo, H., Tirronen, V., Pölönen, I., Tuominen, S., Balazs, A., Heikkilä, J., & Saari, H. (2012). Methods for estimating forest stem volumes by tree species using digital surface model and CIR images taken from light UAS. In S. S. Shen, & P. E. Levis (Eds.), Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. SPIE. Proceedings of SPIE, 8390. https://doi.org/10.1117/12.919085


JYU authors or editors


Publication details

All authors or editorsSalo, Heikki; Tirronen, Ville; Pölönen, Ilkka; Tuominen, Sakari; Balazs, Andras; Heikkilä, Jan; Saari, Heikki

Parent publicationAlgorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII

Parent publication editorsShen, Sylvia S.; Levis, Paul E.

ISBN9780819490681

Journal or seriesProceedings of SPIE

ISSN0277-786X

eISSN1996-756X

Publication year2012

Number in series8390

PublisherSPIE

Place of PublicationYhdysvallat

Publication countryUnited States

Publication languageEnglish

DOIhttps://doi.org/10.1117/12.919085

Persistent website addresshttp://dx.doi.org/10.1117/12.919085

Publication open accessNot open

Publication channel open access


Keywordsremote sensing

Free keywordsforest; tree stem volume; species-specific; UAV; UAS; CIR images; individual tree recognition


Contributing organizations


Ministry reportingYes

Reporting Year2012

JUFO rating1


Last updated on 2023-14-12 at 01:02