Monitoring and analysing data on environmental pollution during forest fires and their health impacts in different geographical areas will help to improve the quality of the risks of determining adverse effects on health and identifying vulnerable groups of the population. The algorithm for assessing the potential and realised health risk in a dangerous period includes several consecutive stages. For the algorithmic implementation of methods for assessing the impact of air quality on public health, a service-oriented geoportal system is being created. Specialised original services have been developed. They allow users to perform all the basic operations with the file system on the server through the user's browser only. For web-services effective applying, Jupiter Notebook is used. In addition to standard libraries, it is possible to use WPS services that increase data processing capabilities.
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