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The main goal of this work is to investigate the skills of Eta weather forecast model in forecasting precipitations, temperature and sea level pressure. The model domain extends from 6˚W to 29˚E and 6˚S to 21˚N. The model is run with a horizontal resolution of 48 km with 45 vertical levels and initial and boundary conditions were given by National Centers for Environmental Prediction (NCEP) 00UTC operational analysis. All the forecasts are for period of 48 hours. They were compared to thedoi:10.4236/acs.2012.24048 fatcat:vfjcz74terckfnwn3vmfbetwy4