Abstract. A significantly improved technique for temporally interpolating radiosonde profiles of potential temperature and water vapor mixing ratio (WVMR) during daytime is introduced. The key innovation of this technique is its operation on a height grid normalized with the planetary boundary layer height (PBLH). This study utilized a three-month dataset of three-hourly soundings from the Atmospheric Radiation Measurement Program's (ARM) Southern Great Plains (SGP) site. The technique was evaluated for convective boundary layer (CBL) cases, with the necessary PBLH data obtained from a ground-based infrared spectrometer. A total of 79 comparisons were conducted between reference soundings and interpolated profiles that did and did not employ height normalization (HN). The results demonstrated a substantial improvement in the representation of interpolated profiles using the new technique, characterized by enhanced correlation, improved amplitude representation, and reduced bias for potential temperature, as well as improved correlation and reduced bias for WVMR.
Klitzing et al. (Thu,) studied this question.