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Potential of aerial robotics in crop production: high resolution NIR/VIS imagery obtained by automated unmanned aerial vehicle (UAV) in estimation of botanical composition of alfalfa-grass mixture (CROSBI ID 622209)

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Kutnjak, Hrvoje ; Leto, Josip ; Vranić, Marina ; Bošnjak, Krešimir ; Perčulija, Goran Potential of aerial robotics in crop production: high resolution NIR/VIS imagery obtained by automated unmanned aerial vehicle (UAV) in estimation of botanical composition of alfalfa-grass mixture // Proceedings of 50th Croatian and 10th International Symposium on Agriculture / Milan Pospišil (ur.). Zagreb, 2015. str. 349-354

Podaci o odgovornosti

Kutnjak, Hrvoje ; Leto, Josip ; Vranić, Marina ; Bošnjak, Krešimir ; Perčulija, Goran

engleski

Potential of aerial robotics in crop production: high resolution NIR/VIS imagery obtained by automated unmanned aerial vehicle (UAV) in estimation of botanical composition of alfalfa-grass mixture

Objective of this study is to show possibility of use of aerial imagery acquired by UAV equipped with NIR/VIS cameras and estimation of botanical composition and status on case study legume-grass mixture consisted of alfalfa, orchardgrass and Italian ryegrass. Results showed positive correlations between local NDVI values and relative share of alfalfa and Italian ryegrass and negative correlation between orchardgrass and NDVI. Use of aerial imagery acquired by UAV equipped with NIR/VIS sensors showed potential in estimation of botanical composition and sward status but for interpretation of such remote sensed data it is very important to include into the context additional management data.

UAV ; NDVI ; legume-grass mixture ; aerial ; high resolution

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Podaci o prilogu

349-354.

2015.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of 50th Croatian and 10th International Symposium on Agriculture

Milan Pospišil

Zagreb:

978-953-7878-30-6

Podaci o skupu

50th Croatian and 10th International Symposium on Agriculture

poster

01.01.2015-01.01.2015

Opatija, Hrvatska

Povezanost rada

Biologija, Zrakoplovstvo, raketna i svemirska tehnika, Poljoprivreda (agronomija)