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An analytic theory of the time-averaged ion distribution function (IDF) in the self-consistent sheath field of a low pressure capacitively coupled rf discharge is developed. A reliable simple quantitative description of the ion energy spectra formation is obtained and test calculations of charge exchange cross section reconstructions from IDFs are presented.