Determination of Important Topographic Factors for Landslide Mapping Analysis Using MLP Network

Table 2

Weight based on classification accuracy method.

	Number of test										SD	Mean	Weight
	1	2	3	4	5	6	7	8	9	10
Slope aspect	76.69	76.64	76.34	76.72	76.73	76.40	76.68	76.29	76.68	76.34	0.1829	76.55	1.261
Surface area	74.76	74.74	74.72	74.77	74.86	74.77	74.75	74.71	74.71	74.70	0.0458	74.75	1.231
Slope angle	77.48	77.43	77.48	77.47	77.64	77.51	77.31	77.41	77.54	77.33	0.0980	77.46	1.280
Tangent curvature	61.04	61.05	61.11	61.00	61.04	61.02	61.00	61.04	61.07	61.01	0.0341	61.04	1.009
Rugosity	72.50	72.48	72.51	72.50	72.56	72.50	72.56	72.45	72.54	72.54	0.0342	72.51	1.191
Profile curvature	70.87	70.79	70.93	70.80	70.89	70.81	70.88	70.75	70.84	70.83	0.0534	70.84	1.171
Longitude curvature	76.32	76.29	76.30	76.31	76.38	76.30	76.35	76.26	76.32	76.25	0.0385	76.31	1.262
Roughness	60.44	60.44	60.46	60.41	60.53	60.42	60.57	60.43	60.41	60.45	0.0532	60.46	1.000
Diagonal length	72.20	72.15	72.19	72.23	72.24	72.16	72.26	72.13	72.24	72.16	0.0441	72.20	1.194
Cross curvature	67.97	67.97	68.01	68.03	68.04	67.99	67.99	67.94	67.96	67.92	0.0366	67.98	1.122
Plan curvature	60.67	60.60	60.63	60.59	60.70	60.67	60.68	60.65	60.65	60.65	0.0343	60.65	1.003
Elevation	72.88	72.86	72.88	72.92	72.97	72.93	72.92	72.80	72.89	72.86	0.0472	72.89	1.201
General curvature	69.60	69.53	69.67	69.59	69.65	69.59	69.63	69.58	69.62	69.62	0.0387	69.61	1.153

The bold values represents the minimum and the maximum values (factors).