- Research Article
- 10.21055/0370-1069-2025-3-99-107
The Experience of Determining the Natural Boundary between the Precaspian Sandy and Dagestan Plain-Piedmont Natural Plague Foci Using Artificial Intelligence Elements
- Oct 06, 2025
- Problems of Particularly Dangerous Infections
- V M Dubyansky + 3 more +3
The aim of the study was to determine the natural boundary of the focal territory, in particular, the boundary between the Precaspian sandy and Dagestan plain-piedmont natural foci of plague. There are 11 natural plague foci that are fully or partially located on the territory of the Russian Federation, most of which share common borders. However, in many cases, it is not possible to establish a natural boundary of the focus, so a formalized boundary is drawn outside the presumed passage. Such uncertainty can lead to difficulties in organizing the examination of foci, implementing preventive measures, and to misinterpretation of survey results and inappropriate use of predictive models. Objectives: to construct ecological niches of the parasitic systems of both foci and to define the boundary between them. Materials and methods. Archival data from the Stavropol Anti-Plague Institute, Dagestan, Elista, and Astrakhan Plague Control Stations of the Rospotrebnadzor regarding the epizootic manifestations of plague in the foci over the past 35 years were used. Information on abiotic and biotic factors was obtained from open databases on the Internet. Ecological niche models of the foci were constructed using artificial intelligence elements. Results and discussion. The studied area is proposed to be classified as part of the Dagestan plain-piedmont natural focus of plague, and new outlines of the boundary between the foci are put forward.
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