Table 4 Local spatial regression results between the spatial density pattern and its main driving factors.
Parameter | GWR | OLS | ||||||
---|---|---|---|---|---|---|---|---|
GDP | Urbanization | Road density | Temperature | Precipitation | Elevation | average | ||
Bandwidth | 0.463 | 0.463 | 0.463 | 0.463 | 0.463 | 0.463 | - | - |
AICc | 588.9999 | 457.0231 | 433.8665 | 72.1294 | 34.9520 | 547.5581 | - | 1157.7319 |
Sigma | 0.5764 | 0.5895 | 0.4499 | 0.3705 | 0.3414 | 0.5363 | - | - |
R2 | 0.9283 | 0.9079 | 0.9555 | 0.7448 | 0.9570 | 0.9385 | 0.9053 | 0.3416 |
Adj. R2 | 0.9284 | 0.8770 | 0.9434 | 0.7282 | 0.9446 | 0.9207 | 0.8904 | 0.3287 |