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A Review on the Use of Unmanned Aerial Vehicles and Imaging Sensors for Monitoring and Assessing Plant Stresses
- Source :
- Drones, Volume 3, Issue 2, Drones, Vol 3, Iss 2, p 40 (2019), Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA-Alice), Empresa Brasileira de Pesquisa Agropecuária (Embrapa), instacron:EMBRAPA
- Publication Year :
- 2019
- Publisher :
- MDPI AG, 2019.
-
Abstract
- Unmanned aerial vehicles (UAVs) are becoming a valuable tool to collect data in a variety of contexts. Their use in agriculture is particularly suitable, as those areas are often vast, making ground scouting difficult, and sparsely populated, which means that injury and privacy risks are not as important as in urban settings. Indeed, the use of UAVs for monitoring and assessing crops, orchards, and forests has been growing steadily during the last decade, especially for the management of stresses such as water, diseases, nutrition deficiencies, and pests. This article presents a critical overview of the main advancements on the subject, focusing on the strategies that have been used to extract the information contained in the images captured during the flights. Based on the information found in more than 100 published articles and on our own research, a discussion is provided regarding the challenges that have already been overcome and the main research gaps that still remain, together with some suggestions for future research. Made available in DSpace on 2019-05-04T00:45:41Z (GMT). No. of bitstreams: 1 APReviewuseJayme.pdf: 321701 bytes, checksum: a081d80675eeb6d863775de5d697e872 (MD5) Previous issue date: 2019 Article number 40.
- Subjects :
- Stress de planta
010504 meteorology & atmospheric sciences
Computer science
lcsh:Motor vehicles. Aeronautics. Astronautics
UAV
0211 other engineering and technologies
Orchard
Aerospace Engineering
02 engineering and technology
Crop
drone
Stress
Unmanned aerial vehicles
01 natural sciences
Unmanned aerial systems
stress
Artificial Intelligence
Agricultura de Precisão
crop
Environmental planning
021101 geological & geomatics engineering
0105 earth and related environmental sciences
precision agriculture
Precision agriculture
Imagem de sensor
Drone
Computer Science Applications
Variety (cybernetics)
orchard
Control and Systems Engineering
Uas
lcsh:TL1-4050
Information Systems
Subjects
Details
- ISSN :
- 2504446X
- Volume :
- 3
- Database :
- OpenAIRE
- Journal :
- Drones
- Accession number :
- edsair.doi.dedup.....410ea7140cd3aa4b7140027a32624492