Radon concentrations were measured in an apparatus at different temperatures and pressures.Radon dissolution coefficient was calculated at corresponding temperature and pressure.ANFIS model was established to predict radon dissolution coefficient at different temperatures and pressures.The results show that radon dissolution coefficient in water decreases with pressure

but increases with decreasing temperatures.The ANFIS model can predict the radon dissolution coefficient accurately.