correlation of a variable with itself at different points in timeis known as autocorrelation or serial correlation (Cowpertwaitand Metcalfe, 2009). The autocorrelation function consists of thePearson correlation of a time series with itself with a lag of kyears, thus representing the overall association between pointsthat are k years separated (Zuur et al., 2007).