Geoinformatics: challenges of collecting, processing, analyzing and protecting spatial and spatio-temporal data

Methods for processing spatial and spatio-temporal data, as well as their datasets and streams. Design, implementation, deployment and operation of systems for collecting, storing, processing and analyzing spatial and spatio-temporal data. Ensuring information security of spatial and spatio-temporal data. Principles for building high-load, distributed, decentralized and fault-tolerant geoinformation technologies and services based on them. Development of machine learning models, including those based on artificial neural networks, for interpreting spatial data in various representations and extracting it from primary measurement data.