Predicting forest stand parameters using the k-NN approach

Remote sensing (RS) data is a key source of auxiliary information on forest stand parameters used in forest inventory. Among the modern techniques that allow coupling ground truth and RS derived information, the nonparametric k-Nearest Neighbors (k-NN) approach has been widely used for imputing miss...

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Veröffentlicht in:	Ukrainian journal of forest and wood science 2019-08, Vol.10 (2), p.51-63
Hauptverfasser:	Myroniuk, V. V., Bilous, А. М., Diachuk, P. P.
Format:	Artikel
Sprache:	eng
Schlagworte:	Ground truth Landsat Mosaics Parameters Remote sensing Satellite imagery Temporal resolution Time series Trees
Online-Zugang:	Volltext
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