With the intake oxygen replaced by water or nitrogen, the soot emission reduces, which is due to these simulations being in part load condition. With no intake oxygen replaced, the air fuel ratio is 32.175, which means that the in-cylinder oxygen is sufficient, so the soot generation is mainly depended on incylinder combustion temperature.