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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EDP Sciences
2020-01-01
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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 |
_version_ |
1721557530157514752 |