Dear Luca,
Have a look at Blangiarde & Cameletti (2015) Spatial and
Spatio-temporal Bayesian Models with R - INLA ISBN: 978-1-118-32655-8
They describe how you can tackle this problem with mixed models with
correlated random effects.
Best regards,
ir. Thierry Onkelinx
Instituut voor natuur- en bo
Starting from environmental and metereological data, I have defined an
annual count variable (number of favourable events, raster type object).
The purpose of the analysis is to predict the next year favourable events
raster, given the time series (last 15 years).
Working at the pixel level, it wou