Spatial modeling of day-within-year temperature time series: an examination of daily maximum temperatures in Aragón, Spain
年内日温度序列的空间建模:西班牙阿拉贡日最高温研究
Acknowledging a considerable literature on modeling daily temperature data, we propose a multi-level spatio-temporal model which introduces several innovations in order to explain the daily maximum temperature in the summer period over 60 years in a region containing Aragón, Spain. The model operates over continuous space but adopts two discrete temporal scales, year and day within year. It captures temporal dependence through autoregression on days within year and also on…