The pruned exact linear time change point detection method (PELT) and the disturbance lag model (DLM) were used to understand the detailed ecological coverage status and time lag relationships between the EVI and climatic factors. The results indicate the following. (1) At the whole regional ...
This a spatiotemporal changepoint method that utilises a generalised additive model (GAM) dependent on the 2D spatial location and the observation time to account for the underlying spatio-temporal process. The full likelihood of the GAM is used in conjunction with the Pruned Linear Exact Time (...
GAM.PELT has been designed to utilise generalised additive models (GAMs) in conjunction with the Pruned Linear Exact Time (PELT) changepoint detection algorithm to detect spatio-temporal changepoints in datasets. This a spatiotemporal changepoint method that utilises a generalised additive model (GAM...