Data-driven models for atmospheric air temperature forecasting at a continental climate region

1. Collecting the daily data for air temperature from a continental climate. In this study, Crary station is selected. 2. Converting the temperature values from Fahrenheit to Celsius using the following formula. TC ¼ 5 9 ðTF 32Þ ð20Þ TC and TF are temperatures measured in degrees Celsius and Fahrenheit. 3. Computing the mean weekly temperatures. 4. Selecting the best lags using ACF, and PACF for both scales (weekly and daily). Fig 3. Daily and hourly air temperature measured in Crary station over the period from 2000 to 2021. https://doi.org/10.1371/journal.pone.0277079.g003 PLOS ONE Air temperature forecasting: Mutli-time scale PLOS ONE | https://doi.org/10.1371/journal.pone.0277079 November 3, 2022 11 / 31