Modern methods for assessing the occurrence of grain crops

The lodging of crops significantly reduces the yield and quality of grain, as well as the efficiency of mechanized harvesting. Regular monitoring of crops allows you to determine the lodging of plants in time and take preventive measures to reduce future lodging. The use of deep learning neural networks makes it possible to automate the process of detecting the location of crops on images and digital maps from unmanned aircraft.

Authors

Publication Details

Journal
Sel skohozjajstvennaja tehnika obsluzhivanie i remont (Agricultural Machinery Service and Repair)
Published
2025-03-26
DOI
https://doi.org/10.33920/sel-10-2503-04
Primary Topic
Agriculture and Biological Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

Modern methods for assessing the occurrence of grain crops

N. I. Zakharova, Stanislav Krivko
Sel skohozjajstvennaja tehnika obsluzhivanie i remont (Agricultural Machinery Service and Repair)
Agriculture and Biological Studies
article

Modern methods for assessing the occurrence of grain crops

N. I. Zakharova, Stanislav Krivko
article en

Abstract

The lodging of crops significantly reduces the yield and quality of grain, as well as the efficiency of mechanized harvesting. Regular monitoring of crops allows you to determine the lodging of plants in time and take preventive measures to reduce future lodging. The use of deep learning neural networks makes it possible to automate the process of detecting the location of crops on images and digital maps from unmanned aircraft.

Sel skohozjajstvennaja tehnika obsluzhivanie i remont (Agricultural Machinery Service and Repair)(3)
Openalex Percentile: Top 91%
Agriculture and Biological Studies
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Modern methods for assessing the occurrence of grain crops — N. I. Zakharova, Stanislav Krivko · Sel skohozjajstvennaja tehnika obsluzhivanie i remont (Agricultural Machinery Service and Repair) (2025) | TGRS Research Map | TGRS