Table 7. Comparison of R2, AIC and Moran’s I values between OLS models and spatial regressions.
Water quality parameters | R2 | AIC | Moran’s I | |
NH4 +-N | OLS | 0.739 | 31.813 | −0.29 |
Spatial lag | 0.745 | 33.546 | −0.28 | |
Spatial error | 0.793 | 29.568 | −0.24 | |
SRP | OLS | 0.716 | −34.402 | −0.31 |
Spatial lag | 0.719 | −32.54 | −0.28 | |
Spatial error | 0.747 | −35.500 | −0.24 | |
CODMn | OLS | 0.711 | 67.929 | −0.25 |
Spatial lag | 0.713 | 69.856 | −0.25 | |
Spatial error | 0.763 | 65.436 | −0.12 | |
NO3 –N | OLS | 0.767 | 50.399 | 0.06 |
Spatial lag | 0.833 | 47.305 | −0.16 | |
Spatial error | 0.846 | 45.967 | 0.12 | |
Cl− | OLS | 0.587 | 113.39 | −0.25 |
Spatial lag | 0.797 | 106.346 | −0.25 | |
Spatial error | 0.707 | 110.047 | 0.05 | |
Na+ | OLS | 0.530 | 93.660 | −0.17 |
Spatial lag | 0.664 | 91.319 | −0.15 | |
Spatial error | 0.647 | 90.483 | −0.08 | |
Mg2+ | OLS | 0.360 | 96.857 | −0.41 |
Spatial lag | 0.365 | 98.766 | −0.39 | |
Spatial error | 0.568 | 92.963 | −0.39 | |
K+ | OLS | 0.774 | 65.727 | 0.09 |
Spatial lag | 0.869 | 60.085 | −0.24 | |
Spatial error | 0.833 | 62.930 | 0.16 |