26 UV-Vis spectra of U(VI) samples in the pH range 2.4 to 4.8 and U(VI) concentration range 6 · 10"' M to 2 · 10" 4 M in 0.1 M aqueous Perchlorate solutions are analyzed simultaneously by model free techniques, e.g. factor analysis, target rotation and non-parametric statistics. Within the investigated range of conditions, three factors only are found to be significantly contributing. UOHaq), (U0 2 ) 2 (0H)r and (U0 2 ),(0H)í are found as the relevant species. A single component spectrum of the (U0 2 )I(0H)Î species is derived with a molar absorption of ε, 5 = 474±7 1 mor' cm"' at the absorption maximum at 429.0 nm of the low-energy electronic transition of uranium(VI). The complete set of 26 spectra is simultaneously interpreted by Target Factor Analysis. The evaluated formation constants are lg K22 = -6.14,±0.08« of (U0 2 ) 2 (0H)r from 21 observations and lg K', 5 = -17.14 2 ±0.13" of (U0 2 ) 3 (0H)J from 14 observations. Owing to the importance of pH determination in evaluating thermodynamic data of hydrolysis species, a rigorous statistical approach to the evaluation of pH by a multistandard calibration procedure is chosen.