Mapping seasonal impervious surface dynamics in Wuhan urban agglomeration, China from 2000 to 2016.

•A new methodology was developed for mapping impervious surface dynamics at a seasonal time scale.•Regression model was developed to extract temporal characteristics.•Semi-supervised SVM and seasonal scale temporal filtering enhanced classification.•Helpful to monitor time-intensive impervious surfaces at a regional scale.