This work was conduced with the goal of to estimate the potentiality of eight variables: gray levels of 3, 4 and 5 band of TM/Landsat -5, numeric model of the terrain and 1 st , 2 nd , 3 rd and 4 th order channels lenghts using a multivariate analysis. It were generated, throught of cluster analysis, graphics with dendograms forms. Combined with data integration: IHS/RGB of TM/Landsat - image transformation, numeric terrain models and drainage. All these elements allowed to separate the physiographics units, after field works, and th soils map generation.Pages: 27-2