New land monitoring technologies based on UAV imagery, OpenDroneMap and the DINOv3 neural network model | Gavrilovskaya | Timiryazev Biological Journal

Timiryazev Biological Journal

ISSN 2949-4710 (Online)

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Gavrilovskaya N.V., Myakshin N.А., Benin D.М., Kuzina O.M. New land monitoring technologies based on UAV imagery, OpenDroneMap and the DINOv3 neural network model. Timiryazev Biological Journal. 2026;4(2):602. (In Russ.) https://doi.org/10.26897/2949-4710-2026-4-2-6-02

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ISSN 2949-4710 (Online)

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About the Authors

Nadezhda V. Gavrilovskaya
Russian State Agrarian University – Moscow Timiryazev Agricultural Academy
Russian Federation

CSc (Eng), Associate Professor, Acting Head of the Department of Computer-Aided Design Systems and Engineering Analysis

Nikolay А. Myakshin
Russian State Agrarian University – Moscow Timiryazev Agricultural Academy

Assistant at the Department of Computer-Aided Design Systems and Engineering Analysis

Dmitriy М. Benin
Russian State Agrarian University – Moscow Timiryazev Agricultural Academy
Russian Federation

CSc (Eng), Associate Professor, Associate Professor at the Department of Agricultural Water Supply, Sanitation, Pumps and Pumping Stations

Oksana M. Kuzina
Russian State Agrarian University – Moscow Timiryazev Agricultural Academy

Senior Lecturer at the Department of Agricultural Land Reclamation

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