Published in Paper presented at the ICCS 2021, 2021
Optimization of water consumption in agriculture is necessary to preserve freshwater reserves and reduce the environment’s burden.
Recommended citation: Gasanov M., et al, 2021 https://link.springer.com/chapter/10.1007/978-3-030-77970-2_7
Published in Paper presented at the ICCS 2020, 2020
In this research, we perform a sensitivity analysis of soil parameters which play an essential role in plant growth for the MONICA agro-ecosystem model. We utilize Sobol sensitivity indices to estimate the importance of main soil parameters for several crop cultures (soybeans, sugar beet and spring barley).
Recommended citation: Gasanov M., et al, 2020 https://link.springer.com/chapter/10.1007%2F978-3-030-50436-6_54
Published in Paper in Eurasian Soil Science, 2020
Interest in studying the effect of commercial humic products (HPs) on the biological activity of soils is dictated by the environmental safety of their use (HPs are produced from natural raw materials), low market value, and high efficiency.
Recommended citation: Pozdnyakov L. A. et al., 2020 https://link.springer.com/article/10.1134/S1064229320050117
Published in Paper presented at the ICLR 2020 Workshop on Computer Vision for Agriculture (CV4A), 2020
Machine learning (ML) methods and neural networks (NN) are widely implemented for crop types recognition and classification based on satellite images.
Recommended citation: Matvienko I., et al, 2020 https://arxiv.org/abs/2004.03468