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Pregled bibliografske jedinice broj: 752713

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


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 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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Naslov
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

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

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of 50th Croatian and 10th International Symposium on Agriculture / Milan Pospišil - Zagreb, 2015, 349-354

ISBN
978-953-7878-30-6

Skup
50th Croatian and 10th International Symposium on Agriculture

Mjesto i datum
Opatija, Croatia, 16. - 20. 02. 2015

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

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

Sažetak
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.

Izvorni jezik
Engleski

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



POVEZANOST RADA


Projekt / tema
178-1780458-0411 - Ekološki prihvatljivo gospodarenje organskim gnojivima u proizvodnji krme (Marina Vranić, )
178-1780458-0419 - Vrednovanje održivih sustava proizvodnje krme u brdsko-planinskim područjima (Josip Leto, )

Ustanove
Agronomski fakultet, Zagreb

Citiraj ovu publikaciju

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 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Kutnjak, H., Leto, J., Vranić, M., Bošnjak, K. & Perčulija, G. (2015) 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. U: Milan Pospišil (ur.)Proceedings of 50th Croatian and 10th International Symposium on Agriculture.
@article{article, year = {2015}, pages = {349-354}, keywords = {UAV, NDVI, legume-grass mixture, aerial, high resolution}, isbn = {978-953-7878-30-6}, title = {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}, keyword = {UAV, NDVI, legume-grass mixture, aerial, high resolution}, publisherplace = {Opatija, Croatia} }