Massive-Scale Tree Modelling from TLS Data

P. Raumonen; E. Casella; K. Calders; S. Murphy; M. Åkerblom; M. Kaasalainen

doi:10.5194/isprsannals-II-3-W4-189-2015

Massive-Scale Tree Modelling from TLS Data

P. Raumonen^*
, E. Casella
, K. Calders
, S. Murphy
, M. Åkerblom
, M. Kaasalainen

^*Tämän työn vastaava kirjoittaja

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

146 Sitaatiot (Scopus)

Abstrakti

This paper presents a method for reconstructing automatically the quantitative structure model of every tree in a forest plot from terrestrial laser scanner data. A new feature is the automatic extraction of individual trees from the point cloud. The method is tested with a 30-m diameter English oak plot and a 80-m diameter Australian eucalyptus plot. For the oak plot the total biomass was overestimated by about 17 %, when compared to allometry (N = 15), and the modelling time was about 100 min with a laptop. For the eucalyptus plot the total biomass was overestimated by about 8.5 %, when compared to a destructive reference (N = 27), and the modelling time was about 160 min. The method provides accurate and fast tree modelling abilities for, e. g., biomass estimation and ground truth data for airborne measurements at a massive ground scale.

Alkuperäiskieli	Englanti
Otsikko	ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Toimittajat	U Stilla, C Heipke
Julkaisupaikka	GOTTINGEN
Kustantaja	COPERNICUS GESELLSCHAFT MBH
Sivut	189-196
Sivumäärä	8
Vuosikerta	II-3/W4
DOI - pysyväislinkit	https://doi.org/10.5194/isprsannals-II-3-W4-189-2015
Tila	Julkaistu - 2015
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	Joint ISPRS Conference on Photogrammetric Image Analysis (PIA) and High Resolution Earth Imaging for Geospatial Information (HRIGI) - Munich, Saksa Kesto: 25 maalisk. 2015 → 27 maalisk. 2015

Julkaisusarja

Nimi	International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences
Kustantaja	COPERNICUS GESELLSCHAFT MBH
Vuosikerta	43
ISSN (painettu)	2194-9034

Conference

Conference	Joint ISPRS Conference on Photogrammetric Image Analysis (PIA) and High Resolution Earth Imaging for Geospatial Information (HRIGI)
Maa/Alue	Saksa
Ajanjakso	25/03/15 → 27/03/15

YK:n kestävän kehityksen tavoitteet

Tämä tuotos edistää seuraavia kestävän kehityksen tavoitteita:

SDG 15 – Maanpäällinen elämä

Julkaisufoorumi-taso

Jufo-taso 1

Pääsy asiakirjaan

10.5194/isprsannals-II-3-W4-189-2015

Siteeraa tätä

Raumonen, P., Casella, E., Calders, K., Murphy, S., Åkerblom, M., & Kaasalainen, M. (2015). Massive-Scale Tree Modelling from TLS Data. teoksessa U. Stilla, & C. Heipke (Toimittajat), ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (Vuosikerta II-3/W4, Sivut 189-196). (International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences; Vuosikerta 43). COPERNICUS GESELLSCHAFT MBH. https://doi.org/10.5194/isprsannals-II-3-W4-189-2015

Raumonen, P. ; Casella, E. ; Calders, K. et al. / Massive-Scale Tree Modelling from TLS Data. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Toimittaja / U Stilla ; C Heipke. Vuosikerta II-3/W4 GOTTINGEN : COPERNICUS GESELLSCHAFT MBH, 2015. Sivut 189-196 (International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences).

@inproceedings{771542ef48b94d38ae972e0851cde47f,

title = "Massive-Scale Tree Modelling from TLS Data",

abstract = "This paper presents a method for reconstructing automatically the quantitative structure model of every tree in a forest plot from terrestrial laser scanner data. A new feature is the automatic extraction of individual trees from the point cloud. The method is tested with a 30-m diameter English oak plot and a 80-m diameter Australian eucalyptus plot. For the oak plot the total biomass was overestimated by about 17 \%, when compared to allometry (N = 15), and the modelling time was about 100 min with a laptop. For the eucalyptus plot the total biomass was overestimated by about 8.5 \%, when compared to a destructive reference (N = 27), and the modelling time was about 160 min. The method provides accurate and fast tree modelling abilities for, e. g., biomass estimation and ground truth data for airborne measurements at a massive ground scale.",

keywords = "quantitative structure model, automatic tree extraction, biomass, forest plot, ground truth, oak, eucalyptus, LiDAR, laser scanner data, terrestrial",

author = "P. Raumonen and E. Casella and K. Calders and S. Murphy and M. {\AA}kerblom and M. Kaasalainen",

note = "JUFOID=81104; Joint ISPRS Conference on Photogrammetric Image Analysis (PIA) and High Resolution Earth Imaging for Geospatial Information (HRIGI) ; Conference date: 25-03-2015 Through 27-03-2015",

year = "2015",

doi = "10.5194/isprsannals-II-3-W4-189-2015",

language = "English",

volume = "II-3/W4",

series = "International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences",

publisher = "COPERNICUS GESELLSCHAFT MBH",

pages = "189--196",

editor = "U Stilla and C Heipke",

booktitle = "ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences",

}

Raumonen, P, Casella, E, Calders, K, Murphy, S, Åkerblom, M & Kaasalainen, M 2015, Massive-Scale Tree Modelling from TLS Data. julkaisussa U Stilla & C Heipke (toim), ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Vuosikerta II-3/W4, International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, Vuosikerta 43, COPERNICUS GESELLSCHAFT MBH, GOTTINGEN, Sivut 189-196, Joint ISPRS Conference on Photogrammetric Image Analysis (PIA) and High Resolution Earth Imaging for Geospatial Information (HRIGI), Saksa, 25/03/15. https://doi.org/10.5194/isprsannals-II-3-W4-189-2015

Massive-Scale Tree Modelling from TLS Data. / Raumonen, P.; Casella, E.; Calders, K. et al.
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. toim. / U Stilla; C Heipke. Vuosikerta II-3/W4 GOTTINGEN: COPERNICUS GESELLSCHAFT MBH, 2015. s. 189-196 (International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences; Vuosikerta 43).

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

TY - GEN

T1 - Massive-Scale Tree Modelling from TLS Data

AU - Raumonen, P.

AU - Casella, E.

AU - Calders, K.

AU - Murphy, S.

AU - Åkerblom, M.

AU - Kaasalainen, M.

N1 - JUFOID=81104

PY - 2015

Y1 - 2015

N2 - This paper presents a method for reconstructing automatically the quantitative structure model of every tree in a forest plot from terrestrial laser scanner data. A new feature is the automatic extraction of individual trees from the point cloud. The method is tested with a 30-m diameter English oak plot and a 80-m diameter Australian eucalyptus plot. For the oak plot the total biomass was overestimated by about 17 %, when compared to allometry (N = 15), and the modelling time was about 100 min with a laptop. For the eucalyptus plot the total biomass was overestimated by about 8.5 %, when compared to a destructive reference (N = 27), and the modelling time was about 160 min. The method provides accurate and fast tree modelling abilities for, e. g., biomass estimation and ground truth data for airborne measurements at a massive ground scale.

AB - This paper presents a method for reconstructing automatically the quantitative structure model of every tree in a forest plot from terrestrial laser scanner data. A new feature is the automatic extraction of individual trees from the point cloud. The method is tested with a 30-m diameter English oak plot and a 80-m diameter Australian eucalyptus plot. For the oak plot the total biomass was overestimated by about 17 %, when compared to allometry (N = 15), and the modelling time was about 100 min with a laptop. For the eucalyptus plot the total biomass was overestimated by about 8.5 %, when compared to a destructive reference (N = 27), and the modelling time was about 160 min. The method provides accurate and fast tree modelling abilities for, e. g., biomass estimation and ground truth data for airborne measurements at a massive ground scale.

KW - quantitative structure model

KW - automatic tree extraction

KW - biomass

KW - forest plot

KW - ground truth

KW - oak

KW - eucalyptus

KW - LiDAR

KW - laser scanner data

KW - terrestrial

U2 - 10.5194/isprsannals-II-3-W4-189-2015

DO - 10.5194/isprsannals-II-3-W4-189-2015

M3 - Conference contribution

VL - II-3/W4

T3 - International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences

SP - 189

EP - 196

BT - ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

A2 - Stilla, U

A2 - Heipke, C

PB - COPERNICUS GESELLSCHAFT MBH

CY - GOTTINGEN

T2 - Joint ISPRS Conference on Photogrammetric Image Analysis (PIA) and High Resolution Earth Imaging for Geospatial Information (HRIGI)

Y2 - 25 March 2015 through 27 March 2015

ER -

Raumonen P, Casella E, Calders K, Murphy S, Åkerblom M, Kaasalainen M. Massive-Scale Tree Modelling from TLS Data. julkaisussa Stilla U, Heipke C, toimittajat, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Vuosikerta II-3/W4. GOTTINGEN: COPERNICUS GESELLSCHAFT MBH. 2015. s. 189-196. (International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences). doi: 10.5194/isprsannals-II-3-W4-189-2015

Massive-Scale Tree Modelling from TLS Data

Abstrakti

Julkaisusarja

Conference

YK:n kestävän kehityksen tavoitteet

Julkaisufoorumi-taso

Pääsy asiakirjaan

Sormenjälki

Siteeraa tätä