Table 4. Results of the adjustment of the logistic regression using the 500-m random growth model according to variable blocks.    Model parameters Model† AIC‡ R²§ Variable β(i) Standard error Wald P (A) Distance variables only m1d 595.7 0.1729 Distance from urban road network –0.0030 0.0006 28.29 <0.00001 Distance from urban perimeter –0.0005 0.0001 16.99 0.00004 Soil type –0.1790 0.0514 12.13 0.00050 β0 1.6829 0.2464 46.63 <0.00001   (B) Neighborhood variables only, with fixed scale m2e5 571.9 0.2300 Density of urban road network at 150 m 7.9491 1.5460 26.44 <0.00001 Density of urban area at 150 m 11.6128 3.0429 14.56 0.00014 Soil type –0.1776 0.0537 10.93 0.00095 β0 –0.0091 0.2020 0.00 0.96412 m3e10 570.6 0.2329 Density of urban road network at 300 m 13.5780 2.4692 30.24 <0.00001 Density of urban area at 300 m 5.9422 1.4281 17.31 0.00003 Soil type –0.1856 0.0539 11.86 0.00057 β0 –0.3294 0.2202 2.24 0.13479 m4e20 614.8 0.1250 Density of urban road network at 600 m 10.5500 4.3290 5.94 0.01481 Density of urban area at 600 m 2.3884 0.9157 6.80 0.00910 Soil type –0.1994 0.0512 15.13 0.00010 β0 –0.1183 0.2511 0.22 0.63773 m5e30 615.6 0.1230 Density of urban road network at 900 m 16.8090 5.2836 10.12 0.00147 Density of upper middle-class neighborhoods at 900 m 11.5866 5.6784 4.16 0.04130 Soil type –0.2080 0.0510 16.62 0.00005 β0 –0.2930 0.3075 0.91 0.34070 m6e40 599.4 0.1638 Density of urban road network at 1200 m 19.1889 6.6552 8.31 0.00394 Density of upper middle-class neighborhoods at 1200 m 16.1304 6.8802 5.50 0.01905 Soil type –0.2014 0.0520 15.00 0.00011 β0 –0.4766 0.3546 1.81 0.17897   (C) Distance variables and neighborhood variables, with fixed scale m7de05 562.9 0.2691 Density of urban road network at 150 m 8.6128 1.6024 28.89 <0.00001 Density of urban area at 150 m 10.1741 2.9501 11.89 0.00056 Distance from access roads –0.0004 0.0001 13.01 0.00031 Distance from urban roads –0.0002 0.0001 4.66 0.03083 Soil type –0.1825 0.0544 11.26 0.00079 β0 0.6118 0.2731 5.02 0.02504 m8de10 565.9 0.2577 Density of urban road network at 300 m 14.5090 2.5187 33.18 <0.00001 Density of urban area at 300 m 5.4364 1.4090 14.89 0.00011 Distance from access roads –0.0003 0.0001 9.96 0.00160 Soil type –0.1772 0.0538 10.86 0.00098 β0 –0.0815 0.2339 0.12 0.72755 m9de20 593.2 0.1838 Density of urban area at 600 m 1.9142 0.9414 4.13 0.04202 Distance from urban road network –0.0028 0.0006 24.18 0.00000 Distance from urban perimeter –0.0003 0.0001 5.48 0.01922 Soil type –0.1745 0.0515 11.47 0.00071 β0 1.3189 0.2983 19.55 0.00001 m10de30 589.3 0.1934 Density of upper middle-class neighborhoods at 900 m 13.9404 5.4899 6.45 0.01111 Distance from urban road network –0.0029 0.0006 26.52 <0.00001 Distance from urban perimeter –0.0004 0.0001 11.27 0.00079 Soil type –0.1798 0.0519 12.03 0.00052 β0 1.5086 0.2529 35.58 <0.00001 m11de40 581.5 0.2216 Density of upper middle-class neighborhoods at 1200 m 25.4850 5.9750 18.19 0.00002 Distance from urban road network –0.0027 0.0006 22.96 <0.00001 Distance from access roads –0.0003 0.0001 6.53 0.01058 Soil type –0.1860 0.0525 12.54 0.00040 β0 1.2578 0.2446 26.44 <0.00001   (D) Mixed scales m12de10/40 545.5 0.3031 Density of urban road network at 300 m 14.8692 2.5883 33.00 <0.00001 Density of urban area at 300 m 4.9017 1.5274 10.30 0.00133 Density of upper middle-class neighborhoods at 1200 m 30.8957 8.2085 14.17 0.00017 Density of industrial area at 1200 m –8.0127 4.0362 3.94 0.04712 Distance from access roads –0.0003 0.0001 9.71 0.00183 Soil type –0.1917 0.0559 11.74 0.00061 β0 0.0134 0.2767 0.00 0.96132   †Models: mid, models adjusted using distance variables; miej, models adjusted using neighborhood variables by scale; midej, models adjusted using distance and neighborhood variables; midej/k, models adjusted using distance and neighborhood variables with combined scales; i is the model number and j and k are scale identifiers, with j and k = 150, 300, 600, 900, or 1200 m. ‡Akaike information criterion. §Nagelkerke's R².