Drone technology has instigated a transformative impact on precision agriculture, particularly regarding its applications in crop surveillance and pesticide application. Significant advancements in drone design, sensor capabilities, and the integration of artificial intelligence have collectively augmented the operational efficiency and efficacy of agricultural methodologies. The evolution from conventional RGB cameras to sophisticated multispectral imaging systems is underscored, illustrating their pivotal role in enhancing data accuracy and facilitating precise evaluations of crop vitality. The burgeoning adoption of diverse drone types, including multi-copters for targeted spraying and unmanned helicopters for expansive applications, is further examined, highlighting their advantages in optimizing resource allocation and fostering environmental sustainability. Despite these advancements, several obstacles impede broader adoption, such as exorbitant initial costs, limited battery life, and the requisite for user training in the application of technology. Continued research and development are imperative to augment the accessibility and effectiveness of drone technology in agriculture. By harnessing the insights provided by drones, agricultural professionals can refine management practices, culminating in substantial economic and environmental benefits and paving the way for a more sustainable future in farming.

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Agricultural Drones: An Eye in the Sky for Smart Agriculture

  • Mohamed Nejib El Melki,
  • Amel Yahyaoui,
  • Khadeijah Yahya Faqeih,
  • Jameel M. Al-Khayri

摘要

Drone technology has instigated a transformative impact on precision agriculture, particularly regarding its applications in crop surveillance and pesticide application. Significant advancements in drone design, sensor capabilities, and the integration of artificial intelligence have collectively augmented the operational efficiency and efficacy of agricultural methodologies. The evolution from conventional RGB cameras to sophisticated multispectral imaging systems is underscored, illustrating their pivotal role in enhancing data accuracy and facilitating precise evaluations of crop vitality. The burgeoning adoption of diverse drone types, including multi-copters for targeted spraying and unmanned helicopters for expansive applications, is further examined, highlighting their advantages in optimizing resource allocation and fostering environmental sustainability. Despite these advancements, several obstacles impede broader adoption, such as exorbitant initial costs, limited battery life, and the requisite for user training in the application of technology. Continued research and development are imperative to augment the accessibility and effectiveness of drone technology in agriculture. By harnessing the insights provided by drones, agricultural professionals can refine management practices, culminating in substantial economic and environmental benefits and paving the way for a more sustainable future in farming.