Research Article

Exploring the Variations of Redbed Badlands and Their Driving Forces in the Nanxiong Basin, Southern China: A Geographically Weighted Regression with Gridded Data

Table 3

Descriptive statistical analysis of the regression coefficients of the GWR model.

Independent variableMinimum25% quantileMedian75% quantileMaximum

Constant term-0.3700.3040.5720.8284.689
Lithology0.6433010.6433880.643410.6434350.643474
Average density of residential locations0.2147470.2149410.2150.2150430.215113
Average density of garden plots-0.105454-0.105435-0.105417-0.1054-0.105337
Average aspect0.2178060.2178590.217910.217960.21814
Average slope0.1217260.1218460.1219310.1220230.122358
Average distance of water system0.0719380.0721420.0721960.0722490.07232
Average road distance0.29400.2940140.2940240.2940340.29407
Proportion of the forestland area-0.00806-0.008056-0.008055-0.008055-0.008055
0.587
Adjusted 0.576
Local 0.587
AICc443.348
Bandwidth569385.634