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Week - 1 |
Foundations of Spectral Analysis and Field Spectroscopy |
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Week - 2 |
Operating Principles of Spectrometers and Calibration |
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Week - 3 |
Physical and Chemical Basis of Spectral Signatures |
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Week - 4 |
Spectral Sampling Strategies and Field Measurement Techniques |
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Week - 5 |
Spectral Libraries and Standard Data Formats |
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Week - 6 |
Spectral Data Pre-processing and Noise Removal Methods |
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Week - 7 |
Spectral Behavior of Vegetation and Index Analyses |
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Week - 8 |
Soil and Mineral Spectroscopy and Component Identification |
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Week - 9 |
Spectral Characterization of Water and Wetlands |
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Week - 10 |
Hyperspectral Band Analyses and Dimensionality Reduction |
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Week - 11 |
Spectral Unmixing Analysis |
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Week - 12 |
Spectral Matching Algorithms and Classification |
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Week - 13 |
Integration of Field Data with Satellite Imagery |
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Week - 14 |
Advanced Applications in Identification of Field Components |