This paper presents a new technique based on the wavelet transforms For rem
oving airplane and other transitory echoes in strato-tropospheric (ST) rada
r measurements. This technique provides a time-frequency display of the tim
e series, which is necessary for discriminating the nearly continuous wind
signal from transitory pollution such as airplane echoes. Very encouraging
results obtained with the VHF INSU/Meteo ST radar located at CNRM/Toulouse
have shown practical possibilities for a real-time implementation and for a
pplications related to frequency domain interferometry.