Biomass estimator for NIR image with a few additional spectral band images taken from light UAS

I. Pölönen; H. Salo; Heikki Saari; J. Kaivosoja; L. Pesonen; E. Honkavaara

doi:10.1117/12.918551

Biomass estimator for NIR image with a few additional spectral band images taken from light UAS

I. Pölönen
, H. Salo
, Heikki Saari
, J. Kaivosoja
, L. Pesonen
, E. Honkavaara

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

4 Citations (Scopus)

Abstract

A novel way to produce biomass estimation will offer possibilities for precision farming. Fertilizer prediction maps can be made based on accurate biomass estimation generated by a novel biomass estimator. By using this knowledge, a variable rate amount of fertilizers can be applied during the growing season. The innovation consists of light UAS, a high spatial resolution camera, and VTT's novel spectral camera. A few properly selected spectral wavelengths with NIR images and point clouds extracted by automatic image matching have been used in the estimation. The spectral wavelengths were chosen from green, red, and NIR channels

Original language	English
Title of host publication	Proceedings of SPIE 8369
Subtitle of host publication	Sensing for Agriculture and Food Quality and Safety IV
Publisher	International Society for Optics and Photonics SPIE
ISBN (Print)	978-0-8194-9047-6
DOIs	https://doi.org/10.1117/12.918551
Publication status	Published - 2012
MoE publication type	Not Eligible
Event	Sensing for Agriculture and Food Quality and Safety IV - Baltimore, MD, United States Duration: 24 Apr 2012 → 25 Apr 2012

Publication series

Series	Proceedings of SPIE
Volume	8369
ISSN	0277-786X

Conference

Conference	Sensing for Agriculture and Food Quality and Safety IV
Country/Territory	United States
City	Baltimore, MD
Period	24/04/12 → 25/04/12

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 2 Zero Hunger

Keywords

Biomass estimation
estimator
Fabry-Perot
fertilizer
NIR
precision farming
spectral imager

Access to Document

10.1117/12.918551

Cite this

Pölönen, I., Salo, H., Saari, H., Kaivosoja, J., Pesonen, L., & Honkavaara, E. (2012). Biomass estimator for NIR image with a few additional spectral band images taken from light UAS. In Proceedings of SPIE 8369: Sensing for Agriculture and Food Quality and Safety IV Article 836905 International Society for Optics and Photonics SPIE. https://doi.org/10.1117/12.918551

@inproceedings{7ac8afca219e487f9fa8608ea19635f4,

title = "Biomass estimator for NIR image with a few additional spectral band images taken from light UAS",

abstract = "A novel way to produce biomass estimation will offer possibilities for precision farming. Fertilizer prediction maps can be made based on accurate biomass estimation generated by a novel biomass estimator. By using this knowledge, a variable rate amount of fertilizers can be applied during the growing season. The innovation consists of light UAS, a high spatial resolution camera, and VTT's novel spectral camera. A few properly selected spectral wavelengths with NIR images and point clouds extracted by automatic image matching have been used in the estimation. The spectral wavelengths were chosen from green, red, and NIR channels",

keywords = "Biomass estimation, estimator, Fabry-Perot, fertilizer, NIR, precision farming, spectral imager",

author = "I. P{\"o}l{\"o}nen and H. Salo and Heikki Saari and J. Kaivosoja and L. Pesonen and E. Honkavaara",

year = "2012",

doi = "10.1117/12.918551",

language = "English",

isbn = "978-0-8194-9047-6",

series = "Proceedings of SPIE",

publisher = "International Society for Optics and Photonics SPIE",

booktitle = "Proceedings of SPIE 8369",

address = "United States",

note = "Sensing for Agriculture and Food Quality and Safety IV ; Conference date: 24-04-2012 Through 25-04-2012",

}

Pölönen, I, Salo, H, Saari, H, Kaivosoja, J, Pesonen, L & Honkavaara, E 2012, Biomass estimator for NIR image with a few additional spectral band images taken from light UAS. in Proceedings of SPIE 8369: Sensing for Agriculture and Food Quality and Safety IV., 836905, International Society for Optics and Photonics SPIE, Proceedings of SPIE, vol. 8369, Sensing for Agriculture and Food Quality and Safety IV, Baltimore, MD, United States, 24/04/12. https://doi.org/10.1117/12.918551

Biomass estimator for NIR image with a few additional spectral band images taken from light UAS. / Pölönen, I.; Salo, H.; Saari, Heikki et al.
Proceedings of SPIE 8369: Sensing for Agriculture and Food Quality and Safety IV. International Society for Optics and Photonics SPIE, 2012. 836905 (Proceedings of SPIE, Vol. 8369).

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

TY - GEN

T1 - Biomass estimator for NIR image with a few additional spectral band images taken from light UAS

AU - Pölönen, I.

AU - Salo, H.

AU - Saari, Heikki

AU - Kaivosoja, J.

AU - Pesonen, L.

AU - Honkavaara, E.

PY - 2012

Y1 - 2012

N2 - A novel way to produce biomass estimation will offer possibilities for precision farming. Fertilizer prediction maps can be made based on accurate biomass estimation generated by a novel biomass estimator. By using this knowledge, a variable rate amount of fertilizers can be applied during the growing season. The innovation consists of light UAS, a high spatial resolution camera, and VTT's novel spectral camera. A few properly selected spectral wavelengths with NIR images and point clouds extracted by automatic image matching have been used in the estimation. The spectral wavelengths were chosen from green, red, and NIR channels

AB - A novel way to produce biomass estimation will offer possibilities for precision farming. Fertilizer prediction maps can be made based on accurate biomass estimation generated by a novel biomass estimator. By using this knowledge, a variable rate amount of fertilizers can be applied during the growing season. The innovation consists of light UAS, a high spatial resolution camera, and VTT's novel spectral camera. A few properly selected spectral wavelengths with NIR images and point clouds extracted by automatic image matching have been used in the estimation. The spectral wavelengths were chosen from green, red, and NIR channels

KW - Biomass estimation

KW - estimator

KW - Fabry-Perot

KW - fertilizer

KW - NIR

KW - precision farming

KW - spectral imager

U2 - 10.1117/12.918551

DO - 10.1117/12.918551

M3 - Conference article in proceedings

SN - 978-0-8194-9047-6

T3 - Proceedings of SPIE

BT - Proceedings of SPIE 8369

PB - International Society for Optics and Photonics SPIE

T2 - Sensing for Agriculture and Food Quality and Safety IV

Y2 - 24 April 2012 through 25 April 2012

ER -

Pölönen I, Salo H, Saari H, Kaivosoja J, Pesonen L, Honkavaara E. Biomass estimator for NIR image with a few additional spectral band images taken from light UAS. In Proceedings of SPIE 8369: Sensing for Agriculture and Food Quality and Safety IV. International Society for Optics and Photonics SPIE. 2012. 836905. (Proceedings of SPIE, Vol. 8369). doi: 10.1117/12.918551

Biomass estimator for NIR image with a few additional spectral band images taken from light UAS

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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