Estimation of the Timber Quality of Scots Pine with Terrestrial Laser Scanning

Ville Kankare; Marianna Joensuu; Jari Vauhkonen; Markus Holopainen; Topi Tanhuanpaa; Mikko Vastaranta; Juha Hyyppa; Hannu Hyyppa; Petteri Alho; Juha Rikala; Marketta Sipi

doi:10.3390/f5081879

Estimation of the Timber Quality of Scots Pine with Terrestrial Laser Scanning

Ville Kankare, Marianna Joensuu, Jari Vauhkonen, Markus Holopainen, Topi Tanhuanpaa, Mikko Vastaranta, Juha Hyyppa, Hannu Hyyppa, Petteri Alho, Juha Rikala, Marketta Sipi

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	English
Journal	Forests
Volume	5
Issue number	8
Pages (from-to)	1879-1895
Number of pages	17
ISSN	1999-4907
DOIs	https://doi.org/10.3390/f5081879
Publication status	Published - 2014
MoE publication type	A1 Journal article-refereed

Fields of Science

remote sensing
forest inventory
GIS
forest management planning
laser scanning
terrestrial laser scanning
timber quality
forest technology
NEAREST-NEIGHBOR IMPUTATION
FOREST INVENTORY DATA
TREE ATTRIBUTES
LIDAR DATA
STANDING TREES
BOREAL FORESTS
PREDICTION
COMBINATION
RECOVERIES
VARIABLES
4112 Forestry

Access to Document

10.3390/f5081879

forests-05-01879Final published version, 940 KBLicence: CC BY

Cite this

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title = "Estimation of the Timber Quality of Scots Pine with Terrestrial Laser Scanning",

keywords = "remote sensing, forest inventory, GIS, forest management planning, laser scanning, terrestrial laser scanning, timber quality, forest technology, NEAREST-NEIGHBOR IMPUTATION, FOREST INVENTORY DATA, TREE ATTRIBUTES, LIDAR DATA, STANDING TREES, BOREAL FORESTS, PREDICTION, COMBINATION, RECOVERIES, VARIABLES, 4112 Forestry",

author = "Ville Kankare and Marianna Joensuu and Jari Vauhkonen and Markus Holopainen and Topi Tanhuanpaa and Mikko Vastaranta and Juha Hyyppa and Hannu Hyyppa and Petteri Alho and Juha Rikala and Marketta Sipi",

year = "2014",

doi = "10.3390/f5081879",

language = "English",

volume = "5",

pages = "1879--1895",

journal = "Forests",

issn = "1999-4907",

publisher = "Multidisciplinary Digital Publishing Institute (MDPI)",

number = "8",

}

TY - JOUR

T1 - Estimation of the Timber Quality of Scots Pine with Terrestrial Laser Scanning

AU - Kankare, Ville

AU - Joensuu, Marianna

AU - Vauhkonen, Jari

AU - Holopainen, Markus

AU - Tanhuanpaa, Topi

AU - Vastaranta, Mikko

AU - Hyyppa, Juha

AU - Hyyppa, Hannu

AU - Alho, Petteri

AU - Rikala, Juha

AU - Sipi, Marketta

PY - 2014

Y1 - 2014

KW - remote sensing

KW - forest inventory

KW - GIS

KW - forest management planning

KW - laser scanning

KW - terrestrial laser scanning

KW - timber quality

KW - forest technology

KW - NEAREST-NEIGHBOR IMPUTATION

KW - FOREST INVENTORY DATA

KW - TREE ATTRIBUTES

KW - LIDAR DATA

KW - STANDING TREES

KW - BOREAL FORESTS

KW - PREDICTION

KW - COMBINATION

KW - RECOVERIES

KW - VARIABLES

KW - 4112 Forestry

U2 - 10.3390/f5081879

DO - 10.3390/f5081879

M3 - Article

SN - 1999-4907

VL - 5

SP - 1879

EP - 1895

JO - Forests

JF - Forests

IS - 8

ER -