Abstract and keywords
Abstract (English):
Zoological activity in the forest fund, such as bark beetles and animal damage, poses a significant threat to forest health and productivity. Traditional monitoring methods are often time-consuming and limited in scope. This paper presents a method for automated detection and classification of objects of zoological activity using spatiotemporal data obtained using an unmanned aerial vehicle (UAV) and intelligent analysis.

Keywords:
UAVs, zoological activity, forest fund, data mining
References

1. Alekseenko, N.A. Opyt ispol'zovaniya bespilotnyh letatel'nyh apparatov v biogeograficheskih issledovaniyah na territorii zapovednika «Belogor'e» / N.A. Alekseenko, A.A. Medvedev, I.A. Karpenko // InterKarto/InterGIS-20: Ustoychivoe razvitie territoriy: kartografo-geoinformacionnoe obespechenie : Mat-ly mezhdun. konf., Belgorod, Har'kov (Ukraina), Kigali (Ruanda) i Nayrobi (Keniya), 23 iyulya-8 avgusta 2014 g. Belgorod: «Konstanta», 2014. S. 69-80.

2. Belov M.L., Belov A.M., Gorodnichev V.A., Al'kov S.V. Analiz vozmozhnostey mul'tispektral'nogo opticheskogo metoda monitoringa lesnyh territoriy. Vestnik MGTU im. N.E. Baumana. Ser. Priborostroenie. 2022. № 4 (141). S. 56-69.

3. Volkov D.M., Savel'ev A.I. Metod fil'tracii shumov v signale giroskopicheskogo datchika na osnove adaptivnogo al'fa-beta-fil'tra kalmana// Sankt-Peterburgskiy Federal'nyy issledovatel'skiy centr Rossiyskoy akademii nauk, g. Sankt-Peterburg, Rossiyskaya Federaciya // Vestnik YuUrGU. Seriya «Matematika. Mehanika. Fizika». 2024. Tom 16. № 4. S. 16–23.

4. Lidar. URL: https://ru.wikipedia.org/wiki/%D0%9B%D0%B8%D0%B4%D0%B0%D1%80 (data obrascheniya 27.08.2025).

5. Lyapin A.D. SRAVNITEL'NYY ANALIZ ALGORITMOV SVM (SUPPORT VECTOR MACHINE) I RF (RANDOM FOREST) // Mezhdunarodnyy nauchnyy zhurnal «VESTNIK NAUKI». № 6 (87). Tom 3. IYuN' 2025. S. 1816-1823.

6. Medvedev A.A., Alekseenko N.A., Karpenko I.O. Monitoring zhivotnogo mira na osobo ohranyaemyh territoriyah s pomosch'yu bespilotnyh letatel'nyh apparatov // Izvestiya Samarskogo nauchnogo centra Rossiyskoy akademii nauk. Tom 17. № 6. 2015. S. 304-309.

7. Ortotransformirovanie (ortokorrekciya) izobrazheniya (snimka). URL: https://tochno-rostov.ru/useful/slovar-geodeziya/o/ortotransformirovanie-ortokorrektsiya-izobrazheniya-snimka.html (data obrascheniya 27.08.2025).

8. Radiometricheskaya korrekciya. URL: http://geol.irk.ru/baikal/dzz/pr_us/rad_corr.htm (data obrascheniya 27.08.2025)

9. Cvetovoe prostranstvo RGB prostymi slovami. URL: https://doprof.ru/professii/tsvetovoe-prostranstvo-rgb-prostymi-slovami/?utm_referrer=https%3A%2F%2Fwww.google.com%2F (data obrascheniya 26.08.2025).

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