UAV PHOTOGRAMMETRY TECHNIQUES FOR PRECISION AGRICULTURE

被引:0
|
作者
Raeva, Paulina [1 ]
Sedina, Jaroslav [1 ]
Dlesk, Adam [1 ]
机构
[1] Czech Tech Univ, Fac Civil Engn, Dept Geomat, Thakurova 2077-7, Prague 16629 6, Czech Republic
关键词
Unmanned aerial vehicle; photogrammetry; precision agriculture; vegetation indices;
D O I
暂无
中图分类号
P9 [自然地理学]; K9 [地理];
学科分类号
0705 ; 070501 ;
摘要
The following article aims at presenting a new photogrammetric application for precision agriculture. Photogrammetry has been used for numerous engineering tasks and for the past decade the UAV photogrammetry, in particular, has proved to be applicable in the sphere of agriculture. Better techniques and solutions have been sought by scientists in order to improve yields, preserve the environment and therefore increase the potential of agriculture. The chosen study field has been monitored for the past two years. It regards a corn and rye fields, surrounded by grass and forests. The area is located in the west part of the Czech Republic, near the village of Vysoke Sedliste. The location has been chosen for its historical and archaeological significance as it was fortified in the past and numerous battles took place in the 17th century. The purpose of the study is to analyse the development of certain crops. It has been claimed by agronomists that there might be still water causing drainage to some crops. The survey was carried out by an Unmanned Aerial Vehicle (UAV) eBee by senseFly owned by the Department of Geomatics. The agricultural fields were mapped in April, June and July. The images were captured by multispectral and a thermal camera and later processed in Pix4Dmapper. The results of the study are calculated Digital Surface Model and index maps respectively for each month.
引用
收藏
页码:842 / 856
页数:15
相关论文
共 50 条
  • [1] UAV application for precision agriculture
    Perz, Rafal
    Wronowski, Kacper
    [J]. AIRCRAFT ENGINEERING AND AEROSPACE TECHNOLOGY, 2019, 91 (02): : 257 - 263
  • [2] Unsupervised detection of vineyards by 3D point-cloud UAV photogrammetry for precision agriculture
    Comba, Lorenzo
    Biglia, Alessandro
    Aimonino, Davide Ricauda
    Gay, Paolo
    [J]. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2018, 155 : 84 - 95
  • [3] UAV Technology and Machine Learning Techniques applied to the Yield Improvement in Precision Agriculture
    Alberto Arroyo, Jaen
    Gomez-Castaneda, Cecilia
    Ruiz, Elias
    Munoz de Cote, Enrique
    Gavi, Francisco
    Enrique Sucar, Luis
    [J]. 2017 IEEE MEXICAN HUMANITARIAN TECHNOLOGY CONFERENCE (MHTC), 2017, : 137 - 143
  • [4] UAV trajectory optimization for Precision Agriculture
    Munoz, Cristhian S.
    Corredor, Juan S.
    Patino, Diego A.
    Colorado, Julian D.
    [J]. 2020 VIRTUAL SYMPOSIUM IN PLANT OMICS SCIENCES (OMICAS), 2020,
  • [5] A compilation of UAV applications for precision agriculture
    Radoglou-Grammatikis, Panagiotis
    Sarigiannidis, Panagiotis
    Lagkas, Thomas
    Moscholios, Ioannis
    [J]. COMPUTER NETWORKS, 2020, 172
  • [6] Satellite and UAV data for Precision Agriculture Applications
    Mancini, Adriano
    Frontoni, Emanuele
    Zingaretti, Primo
    [J]. 2019 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS' 19), 2019, : 491 - 497
  • [7] FORENSIC ENGINEERING SURVEYS WITH UAV PHOTOGRAMMETRY AND LASER SCANNING TECHNIQUES
    Cappelletti, C.
    Boniardi, M.
    Casaroli, A.
    De Gaetani, C. I.
    Passoni, D.
    Pinto, L.
    [J]. 8TH INTERNATIONAL WORKSHOP 3D-ARCH: 3D VIRTUAL RECONSTRUCTION AND VISUALIZATION OF COMPLEX ARCHITECTURES, 2019, 42-2 (W9): : 227 - 234
  • [8] Integration between TLS and UAV photogrammetry techniques for forestry applications
    Aicardi, Irene
    Dabove, Paolo
    Lingua, Andrea Maria
    Piras, Marco
    [J]. IFOREST-BIOGEOSCIENCES AND FORESTRY, 2017, 10 : 41 - 47
  • [9] A Review on UAV-Based Applications for Precision Agriculture
    Tsouros, Dimosthenis C.
    Bibi, Stamatia
    Sarigiannidis, Panagiotis G.
    [J]. INFORMATION, 2019, 10 (11)
  • [10] UAV for Precision Agriculture in Vineyards: A Case Study in Calabria
    Bilotta, Giuliana
    Bernardo, Ernesto
    [J]. GEOMATICS AND GEOSPATIAL TECHNOLOGIES, ASITA 2021, 2022, 1507 : 28 - 42