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 proceedingConference article in proceedingsScientificpeer-review

3 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 languageEnglish
Title of host publicationProceedings of SPIE 8369
Subtitle of host publicationSensing for Agriculture and Food Quality and Safety IV
PublisherInternational Society for Optics and Photonics SPIE
ISBN (Print)978-0-8194-9047-6
DOIs
Publication statusPublished - 2012
MoE publication typeNot Eligible
EventSensing for Agriculture and Food Quality and Safety IV - Baltimore, MD, United States
Duration: 24 Apr 201225 Apr 2012

Publication series

NameProceedings of SPIE
PublisherSPIE
Volume8369
ISSN (Print)0277-786X

Conference

ConferenceSensing for Agriculture and Food Quality and Safety IV
CountryUnited States
CityBaltimore, MD
Period24/04/1225/04/12

Fingerprint

biomass
fertilizer
wavelength
spatial resolution
growing season
innovation
prediction
spectral band
rate

Keywords

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

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

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 proceedingConference article in proceedingsScientificpeer-review

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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). https://doi.org/10.1117/12.918551