On the temperature derivative market, modeling temperature volatility is an important issue for pricing and hedging. In … describe the volatility process well. Therefore, we consider a local adaptive modeling approach to find at each time point, an … optimal smoothing parameter to locally estimate the seasonality and volatility. Our approach provides a more flexible and …