Abstract-A LEO-ground infrared laser occultation (LGIO) technique is proposed to retrieve the greenhouse gas (GHG) profiles around a specific location, including the analysis of key factors and practical issues that may affects its efficacy. A harmony search with ensemble consideration (HS-EC) algorithm is applied to retrieve the volume mixing ratio (VMR) profiles of H 2 O and three major GHGs, CO 2 , CH 4 and N 2 O. The vertical resolution of retrieved GHG profiles is 1 km from ground level up to 20 km at height. The errors in VMR of H 2 O, CH 4 , N 2 O and CO 2 are below 10, 5, 5 and 3%, respectively, up to 45 km above ground.