Table 7 Results of spatial regression models
Variables | Model 4 (OLS) | Model 5 (SLM) | Model 6 (SEM) | ||||||
---|---|---|---|---|---|---|---|---|---|
Coefficient | Std.Error | z-value | Coefficient | Std.Error | z-value | Coefficient | Std.Error | z-value | |
CONSTANT | 3375.76 | 2168.74 | 1.55655 | 3375.67 | 2056.18 | 1.64172 | 3506.81 | 2069.42 | 1.69458 |
GDP | 68.756* | 27.5331 | 2.49721 | 70.8198** | 26.9741 | 2.62548 | 67.9805* | 29.0784 | 2.33784 |
Den_Pop | 1.38793 | 5.60534 | 0.247608 | 1.3285 | 5.32748 | 0.249368 | 0.387998 | 5.23857 | 0.074066 |
Night light | 40.5053 | 31.9514 | 1.26772 | 40.6679 | 30.4059 | 1.3375 | 50.7558 | 29.8036 | 1.70301 |
FVC | –6232.56** | 1998.81 | –3.11813 | –6232.83** | 1895.4 | –3.2884 | –6440.35*** | 1888.4 | –3.41047 |
Forest age | 13.3753** | 4.99533 | 2.67756 | 13.3619** | 4.73686 | 2.82082 | 12.9336** | 5.04136 | 2.56551 |
Forest density | 2.55535 | 385.511 | 0.006628 | 10.4165 | 365.742 | 0.02848 | –38.0904 | 376.842 | –0.10108 |
Elevation | –0.0387689 | 0.203957 | –0.19008 | –0.04286 | 0.193975 | –0.22098 | –0.0545 | 0.213916 | –0.25477 |
Roughness | 7.80679 | 9.40287 | 0.830256 | 7.98674 | 8.91433 | 0.895944 | 4.65681 | 9.35055 | 0.498025 |
NET_year | –33.7205*** | 6.76153 | –4.98711 | –33.6919*** | 6.41232 | –5.25424 | –35.056*** | 6.34402 | –5.52583 |
PLAND_grey | 12620.6*** | 3394.36 | 3.7181 | 12616.9*** | 3223.11 | 3.91452 | 11807.4*** | 3179.8 | 3.71324 |
Den_CH | 53.309** | 16.97 | 3.14137 | 53.05*** | 16.089 | 3.29727 | 58.0577*** | 15.7552 | 3.68499 |
Den_road | –141.587*** | 34.5753 | –4.09504 | –141.87*** | 32.8024 | –4.32498 | –142.995*** | 32.0435 | –4.46254 |
Den_museum | 8.8239 | 55.6738 | 0.158493 | 9.62365 | 52.7912 | 0.182296 | 0.809153 | 51.4714 | 0.01572 |
Den_play | 93.0687 | 159.82 | 0.582336 | 94.453 | 151.538 | 0.623295 | 86.1806 | 148.298 | 0.581133 |
Dist_RS | –0.00355599* | 0.001807 | –1.96773 | –0.00356* | 0.001716 | –2.07295 | –0.0031 | 0.001691 | –1.83154 |
Den_SF | –8687.89** | 3191.78 | –2.72196 | –8668.66** | 3027.57 | –2.86324 | –9627.06** | 2951.64 | –3.26159 |
Natural | 1659.23* | 744.522 | 2.22858 | 1640.69* | 705.841 | 2.32445 | 1945.12** | 697.082 | 2.79038 |
Open | 145.736 | 1386.5 | 0.10511 | 136.423 | 1314.57 | 0.103778 | 225.392 | 1332.93 | 0.169095 |
Cohesive | –24.3321 | 16.6141 | –1.46454 | –23.8593 | 15.7531 | –1.51458 | –32.9361* | 16.1802 | –2.03558 |
Sheltered | –3551.17 | 4104.93 | –0.8651 | –3624.99 | 3894.9 | –0.9307 | –1779.79 | 3846.11 | –0.46275 |
Serene | –0.506536 | 1.7928 | –0.28254 | –0.47874 | 1.69967 | –0.28166 | –0.91446 | 1.6839 | –0.54306 |
Cultivated | 3696.32 | 9155.93 | 0.403708 | 3891.44 | 8680.34 | 0.448305 | 1115.03 | 8654.65 | 0.128836 |
Diverse | 1615.43 | 1441.12 | 1.12096 | 1650.18 | 1367.41 | 1.2068 | 847.889 | 1372.4 | 0.617813 |
W_VD / LAMBDA |  |  |  | –0.04837 | 0.163249 | –0.29632 | 0.389995** | 0.151368 | 2.57648 |
AIC | 4019.26 | Â | Â | 4021.18 | Â | Â | 4015.06 | Â | Â |
SC | 4102.59 | Â | Â | 4107.99 | Â | Â | 4098.4 | Â | Â |
Log likelihood | –1985.63 |  |  | –1985.59 |  |  | –1983.53 |  |  |
R² | 0.524 |  |  | 0.570 |  |  | 0.581 |  |  |