Unmanned Aerial Vehicles (UAV) in Precision Agriculture: Applications and Challenges

Беспилотные летательные аппараты (БПЛА) в точном земледелии: применение и проблемы
Muhammad Shafiq, V. Parthasarathy, Santhosh Rajendran, Rakesh Kumar Mahendran, Salman Naseer, Jin‐Ghoo Choi
2021-12-29

crop disease surveillancepest infestation detectionprecision agricultureremote sensingunmanned aerial vehicles
Agriculture is the primary source of income in developing countries like India. Agriculture accounts for 17 percent of India’s total GDP, with almost 60 percent of the people directly or indirectly employed. While researchers and planters focus on a variety of elements to boost productivity, crop loss due to disease is one of the most serious issues they confront. Crop growth monitoring and early detection of pest infestations are still a problem. With the expansion of cultivation to wider fields, manual intervention to monitor and diagnose insect and pest infestations is becoming increasingly difficult. Failure to apply on time fertilizers and pesticides results in more crop loss and so lower output. Farmers are putting in greater effort to conserve crops, but they are failing most of the time because they are unable to adequately monitor the crops when they are infected by pests and insects. Pest infestation is also difficult to predict because it is not evenly distributed. In the recent past, modern equipment, tools, and approaches have been used to replace manual involvement. Unmanned aerial vehicles serve a critical role in crop disease surveillance and early detection in this setting. This research attempts to give a review of the most successful techniques to have precision-based crop monitoring and pest management in agriculture fields utilizing unmanned aerial vehicles (UAVs) or unmanned aircraft. The researchers’ reports on the various types of UAVs and their applications to early detection of agricultural diseases are rigorously assessed and compared. This paper also discusses the deployment of aerial, satellite, and other remote sensing technologies for disease detection, as well as their Quality of Service (QoS).
1
The paper also examines aerial, satellite, and other remote-sensing technologies for disease detection, including their Quality of Service (QoS).
2
The review evaluates and compares UAV types and their applications for early agricultural disease detection and pest management.
3
Timely UAV-enabled detection may support faster fertilizer and pesticide application, potentially reducing disease-related crop losses and improving productivity.
4
UAV-based monitoring can help address the limitations of manual crop inspection across expanding agricultural fields.
5
UAVs are identified as critical tools for crop disease surveillance, growth monitoring, and early detection of pest infestations in precision agriculture.

Unmanned aerial vehicles (UAVs) used in precision agriculture for crop monitoring and pest and disease detection

The applications, effectiveness, and Quality of Service (QoS) of UAV-based crop disease surveillance, early pest detection, and precision pest management

Publication Details
Publication Date
2021-12-29
Journal
Publisher
ISSN
Cited by
305
Access Type
Author Information
Authors
Muhammad Shafiq
V. Parthasarathy
Santhosh Rajendran
Rakesh Kumar Mahendran
Salman Naseer
Jin‐Ghoo Choi
Explore further
Open the scid.ai AI chat with a ready-made request: it will find papers on a similar topic and help build a literature review.
Find similar papers in the chat
Make a presentation
100%