We present the retrieval of temperature and O-3 volume mixing ratio profiles in the middle atmosphere from a single strong O-3 line. We performed the study using simulated limb-sounding measurements in the flame of the submillimeter radiometer (slum) instrument that will be carried by the Odin satellite that is due to be launched in early 2001. This study is interesting for the Odin SMR data analysis because we first provide additional temperature measurements, and second reduce significantly the O-3 retrieval error that is due to the temperature and pressure uncertainties, Nonlinear retrievals are performed to retrieve the O-3, CO, H2O, and temperature profiles simultaneously from the spectral band 576.27-576.67 GHz. The pressure profile is deduced from the hydrostatic equilibrium equation after each iteration. Temperature and O-3 can be retrieved throughout the stratosphere from 15-50 and 20-50 km, respectively, with a vertical resolution of 3 km. The altitude domain corresponds to the parts of the atmosphere where the signal intensity saturates in some spectrometer channels. A total error of 4-6 K has been found in the temperature profile, mainly because of the instrumental thermal noise and to a lesser extent the calibration. The total error in the O-3 profile is 5-10% and is dominated by the O-3 line-broadening parameter. The total error on the retrieved pressure profile is 2-10% because of the errors in calibration and reference pressure. (C) 2001 Optical Society of America.