The Use of Aster data for carbonate and silicate minerals exploration in the North region of Cameroon using Spectral Angle Mapper

The identification and characterization of strategic mineral resources remain a critical challenge for developing countries such as Cameroon, where large portions of the territory are still insufficiently explored. This situation is particularly evident in the northern region, which hosts significant occurrences of carbonate minerals (e.g., calcite, dolomite) and silicate minerals (e.g., quartz, feldspars), both of which are of considerable importance for industrial applications. This study evaluated the effectiveness of ASTER (Advanced Spaceborne Thermal Emission and Reflection Radiometer) satellite imagery in combination with the Spectral Angle Mapper (SAM) algorithm for detecting and mapping carbonate and silicate minerals in Northern Cameroon. The supervised SAM classifier was calibrated using spectral signatures from the ENVI 5.6 spectral library. The results confirmed that the method successfully identified and spatially delineated calcite, albite, and magnetite within the selected regions. These findings provide a valuable contribution to mineral exploration by improving knowledge of regional mineral distribution while simultaneously reducing the time and cost associated with conventional field-based surveys.