The potential of dual-wavelength terrestrial lidar in early detection of Ips typographus (L.) infestation – Leaf water content as a proxy

S. Junttila, M. Holopainen, M. Vastaranta, P. Lyytikäinen-Saarenmaa, H. Kaartinen, J. Hyyppä, H. Hyyppä

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
Article number111264
JournalRemote Sensing of Environment
Volume231
Number of pages15
ISSN0034-4257
DOIs
Publication statusPublished - 15 Sep 2019
MoE publication typeA1 Journal article-refereed

Fields of Science

  • 4112 Forestry
  • Tree health
  • Dual-wavelength lidar
  • Terrestrial laser scanning
  • Leaf water content
  • Bark beetle infestation
  • Multispectral lidar
  • BARK
  • BEETLE
  • INTENSITY
  • CLIMATE-CHANGE
  • TREE MORTALITY
  • DECLINE
  • REFLECTANCE
  • Ips typographus
  • LASER SCANNER

Cite this

@article{5045e406de6348d39a55e5b5ae8e8938,
title = "The potential of dual-wavelength terrestrial lidar in early detection of Ips typographus (L.) infestation – Leaf water content as a proxy",
keywords = "4112 Forestry, Tree health, Dual-wavelength lidar, Terrestrial laser scanning, Leaf water content, Bark beetle infestation, Multispectral lidar, BARK, BEETLE, INTENSITY, CLIMATE-CHANGE, TREE MORTALITY, DECLINE, REFLECTANCE, Ips typographus, LASER SCANNER",
author = "S. Junttila and M. Holopainen and M. Vastaranta and P. Lyytik{\"a}inen-Saarenmaa and H. Kaartinen and J. Hyypp{\"a} and H. Hyypp{\"a}",
year = "2019",
month = "9",
day = "15",
doi = "10.1016/j.rse.2019.111264",
language = "English",
volume = "231",
journal = "Remote Sensing of Environment",
issn = "0034-4257",
publisher = "EXCERPTA MEDICA INC-ELSEVIER SCIENCE INC",

}

The potential of dual-wavelength terrestrial lidar in early detection of Ips typographus (L.) infestation – Leaf water content as a proxy. / Junttila, S.; Holopainen, M.; Vastaranta, M.; Lyytikäinen-Saarenmaa, P.; Kaartinen, H.; Hyyppä, J.; Hyyppä, H.

In: Remote Sensing of Environment, Vol. 231, 111264, 15.09.2019.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - The potential of dual-wavelength terrestrial lidar in early detection of Ips typographus (L.) infestation – Leaf water content as a proxy

AU - Junttila, S.

AU - Holopainen, M.

AU - Vastaranta, M.

AU - Lyytikäinen-Saarenmaa, P.

AU - Kaartinen, H.

AU - Hyyppä, J.

AU - Hyyppä, H.

PY - 2019/9/15

Y1 - 2019/9/15

KW - 4112 Forestry

KW - Tree health

KW - Dual-wavelength lidar

KW - Terrestrial laser scanning

KW - Leaf water content

KW - Bark beetle infestation

KW - Multispectral lidar

KW - BARK

KW - BEETLE

KW - INTENSITY

KW - CLIMATE-CHANGE

KW - TREE MORTALITY

KW - DECLINE

KW - REFLECTANCE

KW - Ips typographus

KW - LASER SCANNER

U2 - 10.1016/j.rse.2019.111264

DO - 10.1016/j.rse.2019.111264

M3 - Article

VL - 231

JO - Remote Sensing of Environment

JF - Remote Sensing of Environment

SN - 0034-4257

M1 - 111264

ER -