In this paper, the turbulent kinetic energy (TKE) value was estimated and calculated as animportant indicator of turbulence. The directional distribution of the TKE value was observed fordifferent directions of the location. The relationship between variables of different turbulentcharacteristics (e.g. Turbulence for horizontal wind velocity, Horizontal Momentum Flux MF, airtemperature and density) and kinetic energy induced by horizontal wind turbulence, has been tested. Andfinding a mathematical formula describing this relationship.The data recording process in the city of Baghdad continued for a whole month from 1/7/2016 to31/7/2016 using fast-response wind velocity measuring instruments. The records included the threecomponents of wind velocity (u, v, w) and temperature and sound speed, recorded observations of thetimes 3: 00.6: 00.9: 00.12: According to local time Baghdad. Also, air pressure was recorded on hourlybasis for the same day through the automatic weather station (Davis vantage pro 2).