Table 2. The similarities and differences between spatial autocorrelation and spatial cross-correlation.
Item | Spatial autocorrelation | Spatial cross-correlation |
---|---|---|
Correlation property | Intra-sample correlation | Inter-sample correlation |
Correlation coefficient | I x = x T Wx, I y = y T Wy | R xy = x T Wy, R yx = y T Wx |
ISWM | M (xx) = xx T W, M (yy) = yy T W | M (xy) = xy T W, M (yx) = yx T W |
RSWM | M = nW = x T xW = y T yW | M = nW = x T xW = y T yW |
Scatterplot | One plot | Two plots |