Self organizing ozone model for Empty Quarter of Saudi Arabia: Group method data handling based modeling approach

► Investigation of ozone levels at the Empty Quarter, Saudi Arabia. ► Development of self organizing abductive network using group method data handling. ► Use of meteorological data, NO and NO2 concentrations as input. ► Models built for specific period of day are simpler than the generic model. ► Investigation of ensemble modeling approach.