Temporally detrended global and local spatio-temporal Moran's indexes are defined.
Effects of timescale and timelag on spatio-temporal Moran's index are analyzed.
Moran's scatter plot is extended.
Statistical test of temporally detrended spatio-temporal Moran's index is taken.