Fast and Robust In-Situ Quantitative Mineral Analysis of Carbonate Rocks with AI-Driven Hyperspectral Unmixing Approach

Earth and Planetary Sciences

• Carbonate Rock 100%
• Spectroradiometers 100%
• Artificial Intelligence 100%
• X Ray Diffraction 50%
• Outcrop 50%
• Data Acquisition 50%
• Machine Learning 50%
• Electromagnetic Radiation 50%
• Calcite 50%
• Determination Method 50%
• Spectral Unmixing 50%
• Geology 50%
• Measuring Instrument 50%
• Mineralogy 50%
• Dolomite 50%
• Abundance Estimation 50%

Physics

• Artificial Intelligence 100%
• Data Acquisition 50%
• Electromagnetic Radiation 50%
• Machine Learning 50%
• X Ray Diffraction 50%
• Measuring Instrument 50%
• Mineralogy 50%
• Calcite 50%