Characterizing Seedling Stands Using Leaf-Off and Leaf-On Photogrammetric Point Clouds and Hyperspectral Imagery Acquired from Unmanned Aerial Vehicle

Mohammad Imangholiloo; Ninni Saarinen; Lauri Markelin; Tomi Rosnell; Roope Nasi; Teemu Hakala; Eija Honkavaara; Markus Holopainen; Juha Hyyppa; Mikko Vastaranta

doi:10.3390/f10050415

Characterizing Seedling Stands Using Leaf-Off and Leaf-On Photogrammetric Point Clouds and Hyperspectral Imagery Acquired from Unmanned Aerial Vehicle

Mohammad Imangholiloo, Ninni Saarinen, Lauri Markelin, Tomi Rosnell, Roope Nasi, Teemu Hakala, Eija Honkavaara, Markus Holopainen, Juha Hyyppa, Mikko Vastaranta

Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

Originalspråk	engelska
Artikelnummer	415
Tidskrift	Forests
Volym	10
Utgåva	5
Antal sidor	17
ISSN	1999-4907
DOI	https://doi.org/10.3390/f10050415
Status	Publicerad - maj 2019
MoE-publikationstyp	A1 Tidskriftsartikel-refererad

Vetenskapsgrenar

4112 Skogsvetenskap

Åtkomst av dokument

10.3390/f10050415Licens: CC BY

forests-10-00415-v2Slutlig publicerad version, 5,38 MBLicens: CC BY

Citera det här

Imangholiloo, Mohammad ; Saarinen, Ninni ; Markelin, Lauri ; Rosnell, Tomi ; Nasi, Roope ; Hakala, Teemu ; Honkavaara, Eija ; Holopainen, Markus ; Hyyppa, Juha ; Vastaranta, Mikko. / Characterizing Seedling Stands Using Leaf-Off and Leaf-On Photogrammetric Point Clouds and Hyperspectral Imagery Acquired from Unmanned Aerial Vehicle. I: Forests. 2019 ; Vol. 10, Nr. 5.

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title = "Characterizing Seedling Stands Using Leaf-Off and Leaf-On Photogrammetric Point Clouds and Hyperspectral Imagery Acquired from Unmanned Aerial Vehicle",

keywords = "4112 Forestry, seedling stand inventorying, photogrammetric point clouds, hyperspectral imagery, unmanned aerial vehicles, leaf-off, leaf-on, FOREST INVENTORY, UAV, REGENERATION, APPRAISAL, SYSTEM, LIDAR",

author = "Mohammad Imangholiloo and Ninni Saarinen and Lauri Markelin and Tomi Rosnell and Roope Nasi and Teemu Hakala and Eija Honkavaara and Markus Holopainen and Juha Hyyppa and Mikko Vastaranta",

year = "2019",

month = may,

doi = "10.3390/f10050415",

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journal = "Forests",

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Characterizing Seedling Stands Using Leaf-Off and Leaf-On Photogrammetric Point Clouds and Hyperspectral Imagery Acquired from Unmanned Aerial Vehicle. / Imangholiloo, Mohammad ; Saarinen, Ninni; Markelin, Lauri; Rosnell, Tomi; Nasi, Roope; Hakala, Teemu; Honkavaara, Eija; Holopainen, Markus; Hyyppa, Juha; Vastaranta, Mikko.

I: Forests, Vol. 10, Nr. 5, 415, 05.2019.

Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

TY - JOUR

T1 - Characterizing Seedling Stands Using Leaf-Off and Leaf-On Photogrammetric Point Clouds and Hyperspectral Imagery Acquired from Unmanned Aerial Vehicle

AU - Imangholiloo, Mohammad

AU - Saarinen, Ninni

AU - Markelin, Lauri

AU - Rosnell, Tomi

AU - Nasi, Roope

AU - Hakala, Teemu

AU - Honkavaara, Eija

AU - Holopainen, Markus

AU - Hyyppa, Juha

AU - Vastaranta, Mikko

PY - 2019/5

Y1 - 2019/5

KW - 4112 Forestry

KW - seedling stand inventorying

KW - photogrammetric point clouds

KW - hyperspectral imagery

KW - unmanned aerial vehicles

KW - leaf-off

KW - leaf-on

KW - FOREST INVENTORY

KW - UAV

KW - REGENERATION

KW - APPRAISAL

KW - SYSTEM

KW - LIDAR

U2 - 10.3390/f10050415

DO - 10.3390/f10050415

M3 - Article

VL - 10

JO - Forests

JF - Forests

SN - 1999-4907

IS - 5

M1 - 415

ER -