For citations:

Gibadullin R.R., Shakurova Z.M. A multi-layer big data platform for intelligent monitoring and diagnostics of agrocoenosis parameters based on hybrid machine learning methods. Agrarian science. 2026;(5):153-159. (In Russ.) https://doi.org/10.32634/0869-8155-2026-406-05-153-159