On Olive Groves Analysis using UAVs (CROSBI ID 707453)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Papić, Vladan ; Bugarin, Nediljko ; Gugić, Josip
engleski
On Olive Groves Analysis using UAVs
Analysis of three olive orchards using the UAVs with multispectral, thermal and RGB sensors is done. Two vegetation indexes (Normalized Difference Vegetation Index - NDVI and Normalized Difference Red Edge – NDRE) were calculated and suggestions for standardization of the procedure for data processing in the case of high-resolution images is given. Also, preferable vegetation index for this kind of orchards is discussed. Correlation of the calculated indexes with the level of peacock spot disease estimated by human in one of the observed orchards was compared and NDRE index is suggested as better indicator than NDVI. Variations in measured and processed values for different individual plants and locations were detected and it is shown that they can be used as the basis for distinguishing between healthy and unhealthy plants as well as between different types of olive tree shapes.
Olive groves ; Unmanned Aerial Vehicles ; Multispectral imaging ; Vegetation monitoring ; Vegetation indices
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Podaci o prilogu
1570737476
2021.
objavljeno
Podaci o matičnoj publikaciji
SoftCOM 2021
Rožić, Nikola ; Begušić, Dinko
Split: Fakultet elektrotehnike, strojarstva i brodogradnje Sveučilišta u Splitu
978-953-290-109-2
2623-6559
Podaci o skupu
29th Conference on Software, Telecommunications and Computer Networks (SoftCOM 2021)
predavanje
23.09.2021-25.09.2021
Hvar, Hrvatska