UAV application for precision agriculture

被引:36
|
作者
Perz, Rafal [1 ]
Wronowski, Kacper [1 ]
机构
[1] Warsaw Univ Technol, Inst Aeronaut & Appl Mech, Warsaw, Poland
来源
关键词
UAV; Drone; Agriculture flights; Precision agriculture; AIRCRAFT;
D O I
10.1108/AEAT-01-2018-0056
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Purpose - The purpose of this study is to show the potentials of a cost-effective unmanned aerial vehicles (UAV) system for agriculture industry. The current population growth rate is so vast that farming industry must be highly efficient and optimized. As a response for high quality food demands, the new branch of the agriculture industry has been formed - the precision agriculture. It supports farming process with sensors, automation and innovative technologies. The UAV advantages over regular aviation are withering. Not only they can fly at lower altitude and are more precise but also offer same high quality and are much cheaper. Design/methodology/approach - The main objective of this project was to implement an exemplary cost-effective UAV system with electronic camera stabilizer for gaining useful data for agriculture. The system was based on small, unmanned flying wing able to perform fully autonomous missions, a commercially available camera and an own-design camera stabilizer. The research plan was to integrate the platform and run numerous experimental flights over farms, fields and woods collecting aerial pictures. All the missions have been planned to serve for local farming and forest industries and cooperated with local business authorities. Findings - In preliminary flight tests, the variety of geodetic, forest and agriculture data have been acquired, placed for post processing and applied for the farming processes. The results of the research were high quality orthophoto maps, 3D maps, digital surface models and images mosaics with normalized difference vegetation index. The end users were astonished with the high-quality results and claimed the high importance for their business. Originality/value - The case study results proved that this kind of a small UAV system is exceptional to manage and optimize processes at innovative farms. So far only professional, high-cost UAV platforms or traditional airships have been applied for agriculture industry. This paper shows that even simple, commercially available equipment could be used for professional applications.
引用
收藏
页码:257 / 263
页数:7
相关论文
共 50 条
  • [1] UAV trajectory optimization for Precision Agriculture
    Munoz, Cristhian S.
    Corredor, Juan S.
    Patino, Diego A.
    Colorado, Julian D.
    2020 VIRTUAL SYMPOSIUM IN PLANT OMICS SCIENCES (OMICAS), 2020,
  • [2] UAV PHOTOGRAMMETRY TECHNIQUES FOR PRECISION AGRICULTURE
    Raeva, Paulina
    Sedina, Jaroslav
    Dlesk, Adam
    7TH INTERNATIONAL CONFERENCE ON CARTOGRAPHY AND GIS, VOLS 1 AND 2, 2018, : 842 - 856
  • [3] A compilation of UAV applications for precision agriculture
    Radoglou-Grammatikis, Panagiotis
    Sarigiannidis, Panagiotis
    Lagkas, Thomas
    Moscholios, Ioannis
    COMPUTER NETWORKS, 2020, 172
  • [4] An intelligent WSN-UAV-based IoT framework for precision agriculture application
    Singh, Pradeep Kumar
    Sharma, Amit
    COMPUTERS & ELECTRICAL ENGINEERING, 2022, 100
  • [5] Satellite and UAV data for Precision Agriculture Applications
    Mancini, Adriano
    Frontoni, Emanuele
    Zingaretti, Primo
    2019 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS' 19), 2019, : 491 - 497
  • [6] A Review on UAV-Based Applications for Precision Agriculture
    Tsouros, Dimosthenis C.
    Bibi, Stamatia
    Sarigiannidis, Panagiotis G.
    INFORMATION, 2019, 10 (11)
  • [7] UAV for Precision Agriculture in Vineyards: A Case Study in Calabria
    Bilotta, Giuliana
    Bernardo, Ernesto
    GEOMATICS AND GEOSPATIAL TECHNOLOGIES, ASITA 2021, 2022, 1507 : 28 - 42
  • [8] Sensors and Their Application in Precision Agriculture
    Jurisic, Mladen
    Plascak, Ivan
    Barac, Zeljko
    Radocaj, Dorijan
    Zimmer, Domagoj
    TEHNICKI GLASNIK-TECHNICAL JOURNAL, 2021, 15 (04): : 529 - 533
  • [9] Sensor Planning for a Symbiotic UAV and UGV system for Precision Agriculture
    Tokekar, Pratap
    Vander Hook, Joshua
    Mulla, David
    Isler, Volkan
    2013 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2013, : 5321 - 5326
  • [10] WEED DETECTION IN WHEAT CROP USING UAV for PRECISION AGRICULTURE
    Mateen, Ahmed
    Zhu, Qingsheng
    PAKISTAN JOURNAL OF AGRICULTURAL SCIENCES, 2019, 56 (03): : 809 - 817