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Physics
Applied and Interdisciplinary Physics
Remote Sensing
1. Fundamentals of Remote Sensing
2. Physical Principles of Remote Sensing
3. Remote Sensing Platforms
4. Remote Sensing Sensors
5. Remote Sensing Data Characteristics
6. Data Formats and Standards
7. Digital Image Processing Fundamentals
8. Image Pre-processing
9. Image Enhancement Techniques
10. Image Transformations
11. Image Classification and Analysis
12. Change Detection Analysis
13. Advanced Remote Sensing Systems
14. Remote Sensing Applications
Change Detection Analysis
Change Detection Concepts
Types of Change
Temporal Considerations
Data Requirements
Pre-Change Detection Processing
Image Co-registration
Radiometric Normalization
Atmospheric Correction
Phenological Considerations
Change Detection Methods
Image Differencing
Image Rationing
Vegetation Index Differencing
Principal Component Analysis
Change Vector Analysis
Post-Classification Comparison
Multivariate Alteration Detection
Thresholding Techniques
Manual Thresholding
Statistical Thresholding
Otsu's Method
Adaptive Thresholding
Time Series Analysis
Trend Analysis
Seasonal Decomposition
Anomaly Detection
Harmonic Analysis
Change Detection Validation
Reference Data Requirements
Accuracy Assessment
Error Propagation
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11. Image Classification and Analysis
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13. Advanced Remote Sensing Systems