articleAgronomyMay 31, 2023GOLD OA

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

Indexed incrossrefdoaj

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

213
total citations
FWCI
49.45
Percentile
100%
References
88
Citations per year

Authors

13

Topics & keywords

Keywords
  • Drone
  • Computer science
  • Precision agriculture
  • Artificial intelligence
  • Plant disease
  • Identification (biology)
  • Agriculture
  • Biotechnology
UN Sustainable Development Goals
  • Zero hunger
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