Click "Run Processing" to generate the image
Venus SAR Analysis Pipeline
Data flow: SAR data from NASA/USGS Magellan mission is preprocessed (normalization, despeckling), then texture features are extracted using GLCM/Haralick methods. K-Means clustering groups similar texture patches into surface units. PCA projects the feature space to 2D for visualization.
This is unsupervised exploration - no geological labels are assigned. The tool proposes preliminary surface units based on texture similarity.