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Information × Registration Number 0225U004822, (0124U000289) , R & D reports Title Development of software and hardware of intelligent technologies for sustainable cultivation of agricultural crops in war and post-war times. popup.stage_title Теоретико-прикладні засади створення та використання прикладних інформаційних технологій агротехнічного моніторингу. Head Laktionov Ivan S., Доктор технічних наук Registration Date 19-12-2025 Organization Dnipro University of Technology popup.description1 The main aim of the project is to develop software and hardware for intelligent information technologies for online monitoring of the soil and climatic condition of agricultural production with decision-making support that can be used to substantiate scientific and applied provisions for the rational use of areas and resources, as well as sustainable cultivation of agricultural crops in war and post-war times. popup.description2 The research focuses on developing information-oriented approaches to creating and utilising software and hardware solutions for agromonitoring. Methods, models and components for the comprehensive collection, processing, transformation and interpretation of spatial and temporal data characterising the soil and climatic conditions for growing crops in real time have been substantiated and implemented. The main results include: the conceptual and technological foundations for the creation and use of intelligent agromonitoring systems combining sensor networks, portable devices, satellite data and machine learning algorithms have been substantiated; a decentralised architecture of the complex and predictive analytics models for early detection of diseases and pests have been proposed and verified; geospatial models based on deep processing of satellite images have been developed; digital filtering methods have been improved to increase monitoring accuracy; a prototype of an intelligent system with generative AI modules has been implemented, the effectiveness of which has been confirmed by experiments. The practical value lies in the digital transformation of the agricultural sector, which can be achieved without significant modernisation of the existing hardware infrastructure. Prospects for further research in the direction of implementing explanatory and generative artificial intelligence algorithms, as well as improving the interoperability of agromonitoring components, have been outlined. All this increases the efficiency of crop cultivation, the rational use of land and resources, and contributes to food security and Ukraine's export potential. Product Description popup.authors Viacheslav M. Horiev Vita Y. Kashtan Shedlovska Yana I. Kostiantyn S. Khabarlak Oleksandr S. Zhabko Volodymyr V. Kremnov Artem V. Vizniuk Andrii M. Shamatrinch Hryhorii H. Diachenko Kateryna O. Shyshatska popup.nrat_date 2025-12-19 Close