Table 4 MGWR with OLS and GWR model parameter comparison.
Model accuracy | WY | CS | SR | HQ | CESI | |
|---|---|---|---|---|---|---|
OLS | AICc | 2906.3536 | 144.3765 | 1555.6365 | − 624.2709 | − 1181.9974 |
R2 | 0.4427 | 0.9207 | 0.9057 | 0.9158 | 0.5423 | |
Adjusted R2 | 0.4287 | 0.9184 | 0.9030 | 0.9134 | 0.5292 | |
GWR | AICc | 2646.1258 | 83.6474 | 1428.4418 | − 754.9975 | − 1344.954 |
R2 | 0.8086 | 0.9454 | 0.9484 | 0.9546 | 0.7792 | |
Adjusted R2 | 0.7822 | 0.9376 | 0.9412 | 0.9481 | 0.7479 | |
MGWR | AICc | 2476.5226 | − 47.4825 | 1359.0155 | − 844.1769 | − 1434.3544 |
R2 | 0.9220 | 0.975 | 0.963 | 0.9700 | 0.8460 | |
Adjusted R2 | 0.9020 | 0.968 | 0.956 | 0.9640 | 0.8250 | |
