Sampling in precision agriculture: A software for navigation in field activities

被引:0
|
作者
Lamb, Juliano Rodrigo [1 ,2 ]
Araujo, Everton Coimbra [1 ]
Bazzi, Claudio Leones [1 ]
Maggi, Marcio Furlan [2 ]
机构
[1] Fed Univ Technol Parana UTFPR, Dept Comp Sci, Medianeira, Parana, Brazil
[2] Western Parana State Univ UNIOESTE, Technol & Exact Sci Ctr, PGEAGRI, Cascavel, Parana, Brazil
关键词
Precision agriculture; Android; Smartphones; Agriculture technology; SOIL; INTERPOLATION; TECHNOLOGY; SENSOR;
D O I
10.1016/j.suscom.2022.100804
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The use of mobile devices in agricultural activities (such as smartphones and tablets) is still incipient; however, they can be used in several field activities, such as land demarcation, data recording and sample point location in Precision Agriculture (PA) due to their processing capacity, mobility and integrated geolocation systems. In addition to their lower cost compared to commercial low-cost GNSS equipment used for this purpose, these devices present more attractive features and resources. This study aimed to develop an application for mobile devices to generate paths for the location of georeferenced sample points by importing data in text format. Two algorithms were evaluated to generate the walking paths (Greedy and Simulated Annealing) and a path gener-ated by an expert. To ensure the accuracy of the results, the precision of a smartphone and a low-cost GNSS equipment were evaluated using an RTK station. The tests with the application proved the similarity of the smartphone with other commercial low-precision devices. The device accuracy can used in data collection ac-tivities for PA, especially when working with Management Zones (MZs) where precision is not a limiting factor because it is a method that aims to make PA concepts viable, even using machines and equipment from con-ventional agriculture.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Towards an Open Software Platform for Field Robots in Precision Agriculture
    Jensen, Kjeld
    Larsen, Morten
    Nielsen, Soren H.
    Larsen, Leon B.
    Olsen, Kent S.
    Jorgensen, Rasmus N.
    ROBOTICS, 2014, 3 (02): : 207 - 234
  • [2] Precision navigation for benthic surveying and sampling
    McKeown, DL
    Heffler, DE
    OCEANS '97 MTS/IEEE CONFERENCE PROCEEDINGS, VOLS 1 AND 2, 1997, : 386 - 390
  • [3] FastMapping: Software to create field maps and identify management zones in precision agriculture
    Paccioretti, P.
    Cordoba, M.
    Balzarini, M.
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 175 (175)
  • [4] Integrated RTK/INS Navigation for Precision Agriculture
    Lan, Haiyu
    Elsheikh, Mohamed
    Abdelfatah, Walid
    Wandan, Ahmed
    El-Sheimy, Naser
    PROCEEDINGS OF THE 32ND INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS+ 2019), 2019, : 4076 - 4086
  • [5] Field effect transistors in precision agriculture
    Sudhölter, EJR
    de Smet, LCPM
    Zuilhof, H
    Precision Livestock Farming '05, 2005, : 17 - 23
  • [6] Field effect transistors in precision agriculture
    Sudhölter, EJR
    de Smet, LCPM
    Zuilhof, H
    Precision Agriculture 05, 2005, : 23 - 29
  • [7] Adaptive Sampling and Actuation for POMDPs: Application to Precision Agriculture
    Antunes, D. J.
    Beumer, R. M.
    De Molengraft, M. J. G. Van
    Heemels, W. P. M. H.
    2022 IEEE 61ST CONFERENCE ON DECISION AND CONTROL (CDC), 2022, : 2399 - 2404
  • [8] Soil sampling with drones and augmented reality in precision agriculture
    Huuskonen, Janna
    Oksanen, Timo
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2018, 154 : 25 - 35
  • [9] Comparison of Kriging Interpolation Precision With Different Soil Sampling Intervals for Precision Agriculture
    Liu Guo-Shun
    Jiang Hou-Long
    Liu Shu-Duan
    Wang Xin-Zhong
    Shi Hong-Zhi
    Yang Yong-Feng
    Yang Xia-Meng
    Hu Hong-Chao
    Liu Qing-Hua
    Gu Jian-Guo
    SOIL SCIENCE, 2010, 175 (08) : 405 - 415
  • [10] Web software to create thematic maps for precision agriculture
    Borges, Ligia Francielle
    Bazzi, Claudio Leones
    de Souza, Eduardo Godoy
    Graziano Magalhaes, Paulo Sergio
    Michelon, Gabriela Karoline
    PESQUISA AGROPECUARIA BRASILEIRA, 2020, 55