Nonparametric estimation of stem volume using airborne laser scanning, aerial photography, and stand-register data

In forest management planning and forestry decision-making there is a continuous need for higher quality information on forest resources. The aim of this study was to improve the quality of forest resource information acquired by airborne laser scanning by combining it with aerial images and current...

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Veröffentlicht in:	Canadian journal of forest research 2006-02, Vol.36 (2), p.426-436
Hauptverfasser:	Maltamo, M, Malinen, J, Packalen, P, Suvanto, A, Kangas, J
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Aerial photography Biological and medical sciences Canada coniferous forests Costs Dendrometry. Forest inventory Equipment and supplies estimation forest inventory Forest management Forest resources forest stands forest trees forest yields Forestry Forests and forestry Fundamental and applied biological sciences. Psychology image analysis Lasers Management Management planning measurement methodology Methods nonparametric method Pattern recognition Remote sensing Scanning spatial data Studies Trees Variables Volume
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