Spatial information has inherent complexities like spatial dependence, heterogeneity, and scale effects. A new integrated analysis model was developed to handle these challenges more effectively than traditional methods. This model distinguishes between different spatial factors and can provide more accurate results in multidimensional spatial analysis.