A review on the use of Unmanned Aerial Vehicles and imaging sensors for monitoring and assessing plant stresses.
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.
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Artigo de periódico biblioteca |
| Language: | English eng |
| Published: |
2019-05-03
|
| Subjects: | Imagem de sensor, Stress de planta, Drone, Crop, Orchard, Unmanned aerial systems, Agricultura de Precisão, Stress, Precision agriculture, Unmanned aerial vehicles, |
| Online Access: | http://www.alice.cnptia.embrapa.br/alice/handle/doc/1108655 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| id |
dig-alice-doc-1108655 |
|---|---|
| record_format |
koha |
| spelling |
dig-alice-doc-11086552019-05-04T00:45:51Z A review on the use of Unmanned Aerial Vehicles and imaging sensors for monitoring and assessing plant stresses. BARBEDO, J. G. A. JAYME GARCIA ARNAL BARBEDO, CNPTIA. Imagem de sensor Stress de planta Drone Crop Orchard Unmanned aerial systems Agricultura de Precisão Stress Precision agriculture Unmanned aerial vehicles 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. Article number 40. 2019-05-04T00:45:41Z 2019-05-04T00:45:41Z 2019-05-03 2019 2019-10-23T11:11:11Z Artigo de periódico Drones, v. 3, n. 2, p. 1-27, 2019. http://www.alice.cnptia.embrapa.br/alice/handle/doc/1108655 10.3390/drones3020040 en eng openAccess |
| institution |
EMBRAPA |
| collection |
DSpace |
| country |
Brasil |
| countrycode |
BR |
| component |
Bibliográfico |
| access |
En linea |
| databasecode |
dig-alice |
| tag |
biblioteca |
| region |
America del Sur |
| libraryname |
Sistema de bibliotecas de EMBRAPA |
| language |
English eng |
| topic |
Imagem de sensor Stress de planta Drone Crop Orchard Unmanned aerial systems Agricultura de Precisão Stress Precision agriculture Unmanned aerial vehicles Imagem de sensor Stress de planta Drone Crop Orchard Unmanned aerial systems Agricultura de Precisão Stress Precision agriculture Unmanned aerial vehicles |
| spellingShingle |
Imagem de sensor Stress de planta Drone Crop Orchard Unmanned aerial systems Agricultura de Precisão Stress Precision agriculture Unmanned aerial vehicles Imagem de sensor Stress de planta Drone Crop Orchard Unmanned aerial systems Agricultura de Precisão Stress Precision agriculture Unmanned aerial vehicles BARBEDO, J. G. A. A review on the use of Unmanned Aerial Vehicles and imaging sensors for monitoring and assessing plant stresses. |
| description |
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. |
| author2 |
JAYME GARCIA ARNAL BARBEDO, CNPTIA. |
| author_facet |
JAYME GARCIA ARNAL BARBEDO, CNPTIA. BARBEDO, J. G. A. |
| format |
Artigo de periódico |
| topic_facet |
Imagem de sensor Stress de planta Drone Crop Orchard Unmanned aerial systems Agricultura de Precisão Stress Precision agriculture Unmanned aerial vehicles |
| author |
BARBEDO, J. G. A. |
| author_sort |
BARBEDO, J. G. A. |
| title |
A review on the use of Unmanned Aerial Vehicles and imaging sensors for monitoring and assessing plant stresses. |
| title_short |
A review on the use of Unmanned Aerial Vehicles and imaging sensors for monitoring and assessing plant stresses. |
| title_full |
A review on the use of Unmanned Aerial Vehicles and imaging sensors for monitoring and assessing plant stresses. |
| title_fullStr |
A review on the use of Unmanned Aerial Vehicles and imaging sensors for monitoring and assessing plant stresses. |
| title_full_unstemmed |
A review on the use of Unmanned Aerial Vehicles and imaging sensors for monitoring and assessing plant stresses. |
| title_sort |
review on the use of unmanned aerial vehicles and imaging sensors for monitoring and assessing plant stresses. |
| publishDate |
2019-05-03 |
| url |
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1108655 |
| work_keys_str_mv |
AT barbedojga areviewontheuseofunmannedaerialvehiclesandimagingsensorsformonitoringandassessingplantstresses AT barbedojga reviewontheuseofunmannedaerialvehiclesandimagingsensorsformonitoringandassessingplantstresses |
| _version_ |
1756025916616605696 |