Table 2.

Land use in Shijiazhuang as determined via binary Logistic regression

Driving factors	Plowland	Forestland	Grassland	Water area	Construction land	Unused land
Elevation	− 18.712	3.514	− 1.012	− 68.452	− 13.229
Slope	− 9.722	5.246	2.789	− 15.775	− 6.276	9.016
Aspect	0.086	0.621	− 0.525	− 0.692	0.196
GDP	− 2.961	− 38.827	− 12.377	− 1.898	1.424
NDVI	11.793	9.081	− 6.729	− 7.644	− 11.883	− 12.180
Temperature	− 4.461	− 5.420	− 6.343	− 23.744	− 6.642
Rainfall	− 3.717	− 7.575	− 2.211	16.960	0.043	6.329
Population density	− 40.272	− 477.199	− 470.841	− 0.880	15.585
Distance to the river	1.840	− 0.228	1.345	− 3.773	− 0.473
Distance to the highway	− 1.227	0.054	− 2.143	1.427	− 1.501
Distance to the railway	1.244	2.279	2.219	5.579	− 0.235	− 7.914
Distance to the local road	− 1.227	0.872	0.129	16.926	− 15.335	6.226
Distance to administrative center	− 0.528	− 4.071	1.252	1.327	− 1.079
Constant	0.000	− 1.079	7.405	31.098	14.777	− 6.372
ROC value	0.930	0.968	0.897	0.953	0.937	0.990