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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EDP Sciences
2021-01-01
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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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