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The monograph contains materials on current areas of application the remotely measured parameters of biological objects for the bioproduction processes analysis and epidemiological threats forecasting. Forecasting and eliminating these threats, as well as solving water supply problems, is a very important strategic factor in controlling the environmental situation. The questions of image analysis, pattern recognition, diagnostic and prognostic models construction are considered in the field of medicine, biology, ecology.