Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.13091/2427
Title: | A Comprehensive Survey of the Recent Studies with UAV for Precision Agriculture in Open Fields and Greenhouses | Authors: | Aslan, Muhammet Fatih Durdu, Akif Sabancı, Kadir Ropelewska, Ewa Gültekin, Seyfettin Sinan |
Keywords: | indoor and outdoor environments greenhouse precision agriculture SLAM UAV Unmanned Aerial Vehicle Wireless Sensor Network Simultaneous Localization Multispectral Uav Weed Detection Imagery System Robot Odometry Season |
Publisher: | Mdpi | Abstract: | The increasing world population makes it necessary to fight challenges such as climate change and to realize production efficiently and quickly. However, the minimum cost, maximum income, environmental pollution protection and the ability to save water and energy are all factors that should be taken into account in this process. The use of information and communication technologies (ICTs) in agriculture to meet all of these criteria serves the purpose of precision agriculture. As unmanned aerial vehicles (UAVs) can easily obtain real-time data, they have a great potential to address and optimize solutions to the problems faced by agriculture. Despite some limitations, such as the battery, load, weather conditions, etc., UAVs will be used frequently in agriculture in the future because of the valuable data that they obtain and their efficient applications. According to the known literature, UAVs have been carrying out tasks such as spraying, monitoring, yield estimation, weed detection, etc. In recent years, articles related to agricultural UAVs have been presented in journals with high impact factors. Most precision agriculture applications with UAVs occur in outdoor environments where GPS access is available, which provides more reliable control of the UAV in both manual and autonomous flights. On the other hand, there are almost no UAV-based applications in greenhouses where all-season crop production is available. This paper emphasizes this deficiency and provides a comprehensive review of the use of UAVs for agricultural tasks and highlights the importance of simultaneous localization and mapping (SLAM) for a UAV solution in the greenhouse. | URI: | https://doi.org/10.3390/app12031047 https://hdl.handle.net/20.500.13091/2427 |
ISSN: | 2076-3417 |
Appears in Collections: | Mühendislik ve Doğa Bilimleri Fakültesi Koleksiyonu Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collections WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collections |
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applsci-12-01047 (1).pdf | 5.58 MB | Adobe PDF | View/Open |
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