We report the detection of more than 48 velocity-resolved ground rotational state transitions of H_216O, H_218O, and H_217O - most for the first time - in both emission and absorption toward Orion KL using Herschel/HIFI. We show that a simple fit, constrained to match the known emission and absorption components along the line of sight, is in excellent agreement with the spectral profiles of all the water lines. Using the measured H_218O line fluxes, which are less affected by line opacity than their H_2 16O counterparts, and an escape probability method, the column densities of H_218O associated with each emission component are derived. We infer total water abundances of 7.4 × 10-5, 1.0 × 10-5, and 1.6 × 10-5 for the plateau, hot core, and...