volume 162 pages 300-308

A new low-cost portable multispectral optical device for precise plant status assessment

Goran Kitić 1
Aristotelis Tagarakis 1
N.D. Jankovic 1
Marko Panic 1
Slobodan Birgermajer 1
Dušan Sakulski 1
Jovan Matovic 1
Publication typeJournal Article
Publication date2019-07-01
scimago Q1
wos Q1
SJR1.834
CiteScore15.1
Impact factor8.9
ISSN01681699
Computer Science Applications
Agronomy and Crop Science
Forestry
Horticulture
Abstract
Plant stress monitoring is of crucial importance to understand the plant response to environmental conditions, and has been widely applied in various fields including biology, agronomy, botany, and horticulture. A number of methods and instruments for plant stress monitoring have been proposed, most of which show significant disadvantages such as high cost, poor accuracy or complex operation that limit the use of such devices. In this paper, we propose a low cost, portable active multispectral optical device for precise plant stress detection and field mapping named Plant-O-Meter. The device has an integrated multispectral source that comprises light sources of the four most indicative wavelengths (850, 630, 535 and 465 nm), and enables simultaneous illumination of the whole plant. Sequential illumination and detection provide rapid reflectance measurements, which are wirelessly transmitted to android operated devices for processing and data storing. The device was tested in laboratory conditions comparing the Plant-O-Meter measurements with the image results from a SPECIM hyperspectral camera and a GreenSeeker handheld device and under field conditions with the GreenSeeker. The comparison revealed comparable performance, showing strong correlation with both the hyperspectral (R2 = 0.997) and the GreenSeeker handheld (R2 = 0.954 from the laboratory measurements and R2 = 0.886 from the field experiments), indicating that the device exhibits strong potential for accurate plant stress measurements. Moreover, owing to the very simple operating principle, the device represents a compact, cost-effective, and easy-to-operate solution.
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GOST |
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GOST Copy
Kitić G. et al. A new low-cost portable multispectral optical device for precise plant status assessment // Computers and Electronics in Agriculture. 2019. Vol. 162. pp. 300-308.
GOST all authors (up to 50) Copy
Kitić G., Tagarakis A., Jankovic N., Panic M., Birgermajer S., Sakulski D., Matovic J. A new low-cost portable multispectral optical device for precise plant status assessment // Computers and Electronics in Agriculture. 2019. Vol. 162. pp. 300-308.
RIS |
Cite this
RIS Copy
TY - JOUR
DO - 10.1016/j.compag.2019.04.021
UR - https://doi.org/10.1016/j.compag.2019.04.021
TI - A new low-cost portable multispectral optical device for precise plant status assessment
T2 - Computers and Electronics in Agriculture
AU - Kitić, Goran
AU - Tagarakis, Aristotelis
AU - Jankovic, N.D.
AU - Panic, Marko
AU - Birgermajer, Slobodan
AU - Sakulski, Dušan
AU - Matovic, Jovan
PY - 2019
DA - 2019/07/01
PB - Elsevier
SP - 300-308
VL - 162
SN - 0168-1699
ER -
BibTex
Cite this
BibTex (up to 50 authors) Copy
@article{2019_Kitić,
author = {Goran Kitić and Aristotelis Tagarakis and N.D. Jankovic and Marko Panic and Slobodan Birgermajer and Dušan Sakulski and Jovan Matovic},
title = {A new low-cost portable multispectral optical device for precise plant status assessment},
journal = {Computers and Electronics in Agriculture},
year = {2019},
volume = {162},
publisher = {Elsevier},
month = {jul},
url = {https://doi.org/10.1016/j.compag.2019.04.021},
pages = {300--308},
doi = {10.1016/j.compag.2019.04.021}
}