Universal scaling behaviors of meteorological variables' volatility and relations with original records

► Universal scaling behaviors are found in different volatility records ► The nonlinearity of original series is more pronounced in the magnitude series of fluctuations. ► The relation between long-range correlations in volatility and nonlinearity in original series has been reconfirmed.