The use of unmanned aerial vehicles in digital agriculture

The use of unmanned aerial vehicles in digital agriculture

The task of forming a system of remote monitoring of soil conditions based on unmanned aerial vehicles was solved by this work. The authors conducted an experimental study that showed the principal possibility of such monitoring. It was shown that the most informative channel is the red one when usi...

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Main Authors: Grishin Igor, Timirgaleeva Rena
Format: Article
Language:English
Published: EDP Sciences 2021-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/61/e3sconf_abr2021_07021.pdf
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spelling doaj-7e36600ec983403fad26b0044ae1bfcf2021-07-07T11:41:52ZengEDP SciencesE3S Web of Conferences2267-12422021-01-012850702110.1051/e3sconf/202128507021e3sconf_abr2021_07021The use of unmanned aerial vehicles in digital agricultureGrishin Igor0Timirgaleeva RenaLomonosov Moscow State University, Department of ProgrammingThe task of forming a system of remote monitoring of soil conditions based on unmanned aerial vehicles was solved by this work. The authors conducted an experimental study that showed the principal possibility of such monitoring. It was shown that the most informative channel is the red one when using a high resolution digital camera. As a result of statistical processing, the experimental regression dependences allowing to estimate the amount of humus in the soil with the error not exceeding the value of 16 percent were received. Experimental plots were laid for conducting experiments for which the soil quality was determined by laboratory methods according to Tyurin. Similar experiments with the use of hyperspectral equipment were defined as further research.https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/61/e3sconf_abr2021_07021.pdf
collection DOAJ
language English
format Article
sources DOAJ
author Grishin Igor
Timirgaleeva Rena
spellingShingle Grishin Igor
Timirgaleeva Rena
The use of unmanned aerial vehicles in digital agriculture
E3S Web of Conferences
author_facet Grishin Igor
Timirgaleeva Rena
author_sort Grishin Igor
title The use of unmanned aerial vehicles in digital agriculture
title_short The use of unmanned aerial vehicles in digital agriculture
title_full The use of unmanned aerial vehicles in digital agriculture
title_fullStr The use of unmanned aerial vehicles in digital agriculture
title_full_unstemmed The use of unmanned aerial vehicles in digital agriculture
title_sort use of unmanned aerial vehicles in digital agriculture
publisher EDP Sciences
series E3S Web of Conferences
issn 2267-1242
publishDate 2021-01-01
description The task of forming a system of remote monitoring of soil conditions based on unmanned aerial vehicles was solved by this work. The authors conducted an experimental study that showed the principal possibility of such monitoring. It was shown that the most informative channel is the red one when using a high resolution digital camera. As a result of statistical processing, the experimental regression dependences allowing to estimate the amount of humus in the soil with the error not exceeding the value of 16 percent were received. Experimental plots were laid for conducting experiments for which the soil quality was determined by laboratory methods according to Tyurin. Similar experiments with the use of hyperspectral equipment were defined as further research.
url https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/61/e3sconf_abr2021_07021.pdf
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AT timirgaleevarena useofunmannedaerialvehiclesindigitalagriculture
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