Development of precision methods for remote monitoring of weeds

As a result of hyperspectral measurements carried out on the test plots of the All-Russian Research Institute of Biological Plant Protection, we obtained the reflection spectra of individual cultivated and weed species. Along with the ground-based measurements, trials of the GEOSCAN drone equipped w...

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Main Authors: Danilov Roman, Zelensky Roman, Ponomarev Artyom, Ivanisova Mariya, Gasiyan Kseniya
Format: Article
Language:English
Published: EDP Sciences 2020-01-01
Series:BIO Web of Conferences
Online Access:https://www.bio-conferences.org/articles/bioconf/full_html/2020/05/bioconf_bpp2020_00003/bioconf_bpp2020_00003.html
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spelling doaj-8e5c8df4b0ed4ac191f90d6990adac7e2021-04-02T16:12:52ZengEDP SciencesBIO Web of Conferences2117-44582020-01-01210000310.1051/bioconf/20202100003bioconf_bpp2020_00003Development of precision methods for remote monitoring of weedsDanilov RomanZelensky RomanPonomarev ArtyomIvanisova MariyaGasiyan KseniyaAs a result of hyperspectral measurements carried out on the test plots of the All-Russian Research Institute of Biological Plant Protection, we obtained the reflection spectra of individual cultivated and weed species. Along with the ground-based measurements, trials of the GEOSCAN drone equipped with a Gamaya hyperspectral camera were organized. We developed a database of spectral characteristics of weeds. The change in the shape of the spectral signatures of the reflectivity of plant objects depending on their actual condition, taken into account during field surveys, was analyzed. An analysis of the spectral curves showed that the results of field spectrometry are in good agreement with aerial survey data.https://www.bio-conferences.org/articles/bioconf/full_html/2020/05/bioconf_bpp2020_00003/bioconf_bpp2020_00003.html
collection DOAJ
language English
format Article
sources DOAJ
author Danilov Roman
Zelensky Roman
Ponomarev Artyom
Ivanisova Mariya
Gasiyan Kseniya
spellingShingle Danilov Roman
Zelensky Roman
Ponomarev Artyom
Ivanisova Mariya
Gasiyan Kseniya
Development of precision methods for remote monitoring of weeds
BIO Web of Conferences
author_facet Danilov Roman
Zelensky Roman
Ponomarev Artyom
Ivanisova Mariya
Gasiyan Kseniya
author_sort Danilov Roman
title Development of precision methods for remote monitoring of weeds
title_short Development of precision methods for remote monitoring of weeds
title_full Development of precision methods for remote monitoring of weeds
title_fullStr Development of precision methods for remote monitoring of weeds
title_full_unstemmed Development of precision methods for remote monitoring of weeds
title_sort development of precision methods for remote monitoring of weeds
publisher EDP Sciences
series BIO Web of Conferences
issn 2117-4458
publishDate 2020-01-01
description As a result of hyperspectral measurements carried out on the test plots of the All-Russian Research Institute of Biological Plant Protection, we obtained the reflection spectra of individual cultivated and weed species. Along with the ground-based measurements, trials of the GEOSCAN drone equipped with a Gamaya hyperspectral camera were organized. We developed a database of spectral characteristics of weeds. The change in the shape of the spectral signatures of the reflectivity of plant objects depending on their actual condition, taken into account during field surveys, was analyzed. An analysis of the spectral curves showed that the results of field spectrometry are in good agreement with aerial survey data.
url https://www.bio-conferences.org/articles/bioconf/full_html/2020/05/bioconf_bpp2020_00003/bioconf_bpp2020_00003.html
work_keys_str_mv AT danilovroman developmentofprecisionmethodsforremotemonitoringofweeds
AT zelenskyroman developmentofprecisionmethodsforremotemonitoringofweeds
AT ponomarevartyom developmentofprecisionmethodsforremotemonitoringofweeds
AT ivanisovamariya developmentofprecisionmethodsforremotemonitoringofweeds
AT gasiyankseniya developmentofprecisionmethodsforremotemonitoringofweeds
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