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Information × Registration Number 0221U106734, 0121U114415 , R & D reports Title Information technology for fire danger assessment and fire monitoring in natural ecosystems based on satellite data popup.stage_title Head Kussul Nataliia M., Доктор технічних наук Registration Date 18-12-2021 Organization Space Research Institute of National Academy od Science and State Space Agency of Ukraine popup.description2  Purpose of work – development of information technology for fire danger assessment and fire monitoring based on satellite data with increased accuracy and reliability on the base of new fire danger index, generalized to main types of natural ecosystems, and new probabilistic model for fire detection and spread zones localization based on the land surface temperature maps with increased spatial resolution and on combination of heterogeneous geospatial products with fire danger index maps. Research methods – is a set of methods and information technologies for big data analysis, machine learning methods, cloud processing methods, system analysis, geospatial analysis, statistical analysis. Results and novelty: First: – the method for spatial resolution enhancement of the land surface temperature maps of low spatial resolution is developed – the method for cloud detection on satellite data of high and low spatial resolution is developed – fire danger assessment method for different types of natural ecological systems is developed – probabilistic model for localizing of zones fire detection and spread is developed – working software implementations of the method for spatial resolution enhancement of land surface temperature maps of low spatial resolution, the method for cloud detection on satellite data of high and low spatial resolution, fire danger assessment method for different types of natural ecological systems, probabilistic model for localizing of zones fire detection and spread are developed. Product Description popup.authors Zielyk Yarema Ihorevych Kolos Lyudmyla М Lavreniuk Mykola S. Lukin Volodymyr V. Pidgorodetska Lyudmyla V. Fedorov Oleh P. Chyrkov Artem V. Shelestov Andrii Yu. Yailymov Bohdan Ya. Yailymova Hanna O. popup.nrat_date 2021-12-18 Close