ANFIS is used to select most relevant variables for daily soil temperature prediction.
Analysis is performed for 6 depths from 5 cm to 100 cm.
Influence of 8 parameters on soil temperature is evaluated.
Appropriate selection of input variables has a notable effect on prediction.
Considering the most relevant combination of 2 parameters would be more suitable.