Remote flight monitoring of winter wheat and corn crops using cameras is a relevant methodology and a specific problem in Russia. Studying how to use modern technical systems and tools to determine the dynamics of crops requires trained specialists. The use of satellite imagery, unmanned aerial vehicles (UAVs), and modern crop navigation systems allows for greater access to digital tools for crop maturity, as the use of steppe lands in agriculture is based on the current index of plant use. This study examines the results of remote monitoring of winter wheat and corn crops using a matrix-based platform based on the use of UAVs and relevant satellite imagery.
winter wheat, corn for grain, agricultural land, crop monitoring
1. Arhipov A.G., Kosogor S.N., Motorin O.A. Cifrovaya transformaciya sel'skogo hozyaystva Rossii. M.: Rosinfor-magroteh, 2019. 80 s.
2. Vybor i razmeschenie sel'skohozyaystvennoy kul'tury s ispol'zovaniem iskusstvennogo intellekta / V. K. Kalichkin, R. A. Koryakin, T. A. Luzhnyh i dr. // Dostizheniya nauki i tehniki APK. 2019. №10. S. 67-70.
3. Golosnoy, E.V. Izuchenie vliyaniya sistem udobreniya postroennyh na razlichnyh principah na dinamiku agrohimicheskih pokazateley chernozema vyschelochennogo i produktivnost' ozimoy pshenicy / E.V. Golosnoy, M.S. Sigida, A.I. Podkolzin, A.F. Doncov, V.G. Sychev, A.A. Kucenko // Vestnik APK Stavropol'ya. – 2016. – № 1 (21). – S. 167-171.
4. Loginov N. A., Sabirzyanov A. M. Razrabotka metodiki operativnoy ocenki sostoyaniya posevov ozimyh kul'tur v rannevesenniy period s primeneniem BPLA // Vestnik Kazanskogo gosudarstvennogo agrarnogo universiteta. 2018. T. 13. № 4 (51). S. 56-60.
5. Modeli produktivnosti rasteniy kukuruzy v zavisimosti ot podkormok kompleksnymi udobreniyami pri vyraschivanii v Central'noy zone Krasnodarskogo kraya / A. H. Sheudzhen, O. A. Podkolzin, D. K. Marchenko // Agrohimicheskiy vestnik. 2025. № 3. S. 3-7. DOIhttps://doi.org/10.24412/1029-2551-2025-3-001.
6. Monitoring razvitiya rasteniy ozimoy pshenicy na chernozeme vyschelochennom s ispol'zovaniem ne invazivnyh i tradicionnyh metodov opredeleniya soderzhaniya azota pochva - rasteniya / V. N. Sitnikov, A. N. Esaulko, E. A. Ustimenko, E.V. Pis'mennaya, A.S. Kotova // International Agricultural Journal. 2024. T. 67, № 6. DOIhttps://doi.org/10.55186/25880209_2024_8_6_32.
7. Revyakin E.L. Resursrsberegayuschie tehnologii: sostoyanie, perspektivy, effektivnost' / E.L. Revyakin, A.T. Tabashnikov, E.M. Samoylenko, V.I. Dragaycev.- M.: FGBNU «Rosinformagroteh», 2011.- 156 s.
8. Chulok A. APK buduschego. Vzglyad na sel'skoe hozyaystvo skvoz' prizmu analiza bol'shih dannyh // Agroinvestor. 2019. № 3.



