Diagnostic prediction of the radiation characteristics of solar flares from electromagnetic radiation parameters

Physics

Scientific paper

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Electromagnetic Radiation, Prediction Analysis Techniques, Radiation Distribution, Solar Cosmic Rays, Solar Flares, Radiation Dosage, Regression Analysis, Solar Protons

Scientific paper

A method based on multidimensional regression analysis is developed for the multistep diagnostics of the radiation characteristics of solar cosmic rays from electromagnetic radiation parameters. Consideration is given to the diagnostics of radiation dose levels, estimation of dose magnitudes, and estimation of proton spectrum rigidity indices. Optimal sets of predictors for each step of diagnostics are identified, and the accuracy of the approach is evaluated.

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