Multiwavelength micropulse lidar (MML) designed for continuous optical sounding of the atmosphere is presented. A
specific signal processing technique applying two directional Kalman filtering is introduced in order to enhance signal
to noise ratio. Application of this technique is illustrated with profiles collected in course of COAST 2009 and
WRNP 2010 research campaigns.