Using high density ALS data in plot level estimation of the defoliation by the Common pine sawfly

Tuula Kantola; Päivi Lyytikäinen-Saarenmaa; M. Vastaranta; V. Kankare; X. Yu; M. Holopainen; Mervi Talvitie; Svein Solberg; Paula Puolakka; J. Hyyppä

Using high density ALS data in plot level estimation of the defoliation by the Common pine sawfly

Tuula Kantola, Päivi Lyytikäinen-Saarenmaa, M. Vastaranta, V. Kankare, X. Yu, M. Holopainen, Mervi Talvitie, Svein Solberg, Paula Puolakka, J. Hyyppä

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	SilviLaser 2011, Sept. 16-20, 2011, Hobart, Australia
Place of Publication	Hobart
Publisher	University of Tasmania
Publication status	Published - 2011
MoE publication type	A4 Article in a conference publication

Keywords

forest inventory
lidar
plot estimation

Access to Document

http://www.iufro.org/science/divisions/division-4/40000/40200/40205/publications/

Cite this

Kantola, T., Lyytikäinen-Saarenmaa, P., Vastaranta, M., Kankare, V., Yu, X., Holopainen, M., Talvitie, M., Solberg, S., Puolakka, P., & Hyyppä, J. (2011). Using high density ALS data in plot level estimation of the defoliation by the Common pine sawfly. In SilviLaser 2011, Sept. 16-20, 2011, Hobart, Australia University of Tasmania. http://www.iufro.org/science/divisions/division-4/40000/40200/40205/publications/

@inproceedings{574ffc03c15e4c538915aeb6fb8e3f1e,

title = "Using high density ALS data in plot level estimation of the defoliation by the Common pine sawfly",

keywords = "forest inventory, lidar, plot estimation, forest inventory, lidar, plot estimation, forest inventory, lidar, plot estimation",

author = "Tuula Kantola and P{\"a}ivi Lyytik{\"a}inen-Saarenmaa and M. Vastaranta and V. Kankare and X. Yu and M. Holopainen and Mervi Talvitie and Svein Solberg and Paula Puolakka and J. Hyypp{\"a}",

note = "VK: Yhteinen REG ja RYMMI",

year = "2011",

language = "English",

booktitle = "SilviLaser 2011, Sept. 16-20, 2011, Hobart, Australia",

publisher = "University of Tasmania",

}

Kantola, T, Lyytikäinen-Saarenmaa, P, Vastaranta, M, Kankare, V, Yu, X, Holopainen, M, Talvitie, M, Solberg, S, Puolakka, P & Hyyppä, J 2011, Using high density ALS data in plot level estimation of the defoliation by the Common pine sawfly. in SilviLaser 2011, Sept. 16-20, 2011, Hobart, Australia. University of Tasmania, Hobart. <http://www.iufro.org/science/divisions/division-4/40000/40200/40205/publications/>

Using high density ALS data in plot level estimation of the defoliation by the Common pine sawfly. / Kantola, Tuula; Lyytikäinen-Saarenmaa, Päivi; Vastaranta, M.; Kankare, V.; Yu, X.; Holopainen, M.; Talvitie, Mervi; Solberg, Svein; Puolakka, Paula; Hyyppä, J.

SilviLaser 2011, Sept. 16-20, 2011, Hobart, Australia. Hobart : University of Tasmania, 2011.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Using high density ALS data in plot level estimation of the defoliation by the Common pine sawfly

AU - Kantola, Tuula

AU - Lyytikäinen-Saarenmaa, Päivi

AU - Vastaranta, M.

AU - Kankare, V.

AU - Yu, X.

AU - Holopainen, M.

AU - Talvitie, Mervi

AU - Solberg, Svein

AU - Puolakka, Paula

AU - Hyyppä, J.

N1 - VK: Yhteinen REG ja RYMMI

PY - 2011

Y1 - 2011

KW - forest inventory

KW - lidar

KW - plot estimation

KW - forest inventory

KW - lidar

KW - plot estimation

KW - forest inventory

KW - lidar

KW - plot estimation

M3 - Conference contribution

BT - SilviLaser 2011, Sept. 16-20, 2011, Hobart, Australia

PB - University of Tasmania

CY - Hobart

ER -