Drones in Plant Disease Assessment, Efficient Monitoring, and Detection: A Way Forward to Smart Agriculture
Karakoram International University · ZheJiang Academy of Agricultural Sciences · +7 more institutions
Abstract
Plant diseases are one of the major threats to global food production. Efficient monitoring and detection of plant pathogens are instrumental in restricting and effectively managing the spread of the disease and reducing the cost of pesticides. Traditional, molecular, and serological methods that are widely used for plant disease detection are often ineffective if not applied during the initial stages of pathogenesis, when no or very weak symptoms appear. Moreover, they are almost useless in acquiring spatialized diagnostic results on plant diseases. On the other hand, remote sensing (RS) techniques utilizing drones are very effective for the rapid identification of plant diseases in their early stages.…
Citation impact
- FWCI
- 49.45
- Percentile
- 100%
- References
- 88
Authors
13- AAAqleem Abbas
Karakoram International University, ZheJiang Academy of Agricultural Sciences
- ZZZhenhao Zhang
ZheJiang Academy of Agricultural Sciences
- HZHongxia Zheng
ZheJiang Academy of Agricultural Sciences
- MMMohammad Murtaza Alami
Huazhong Agricultural University
- AFAbdulmajeed F. Alrefaei
Umm al-Qura University
Topics & keywords
- Drone
- Computer science
- Precision agriculture
- Artificial intelligence
- Plant disease
- Identification (biology)
- Agriculture
- Biotechnology
- Zero hunger