Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций
Конференция: International Joint Conference on Rough Sets (IJCRS); Univ Quy Nhon, Quy Nhon, VIETNAM; Univ Quy Nhon, Quy Nhon, VIETNAM
Год издания: 2018
Идентификатор DOI: 10.1007/978-3-319-99368-3_8
Ключевые слова: Evaluating the natural and anthropogenic safety, Multidimensional data analysis, Prevention of emergencies, Principal component analysis, Territorial management
Аннотация: This paper presents an approach to evaluating the natural and technogenic safety of the one of the largest regions in Siberia through the comprehensive analysis of territorial indicators. In order to explore geographical variations and patterns in occurrence of emergencies the multidimensional data analysis technique is applied to Показать полностьюdata of the Territory Safety Passports. For data modeling, principal components are selected and interpreted taking account of the contribution of the data attributes to the principal components. Data distribution on the principal components is analyzed at different levels of the territory detail: municipal areas and settlements. The results of this analysis have allowed to identify the high-risk areas and rank the territories according to danger degree of occurrence of the natural and technogenic emergencies. It gives the basis for decision making and makes it possible for authorities to allocate the forces and means for territory protection more efficiently and develop a system of measures to prevent and mitigate the consequences of emergencies in the large region. © Springer Nature Switzerland AG 20118.
Журнал: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Выпуск журнала: Vol. 11103 LNAI
Номера страниц: 101-109
Издатель: International Joint Conference on Rough Sets, IJCRS 2018