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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
12.
Change Detection Analysis
12.1.
Change Detection Concepts
12.1.1.
Types of Change
12.1.2.
Temporal Considerations
12.1.3.
Data Requirements
12.2.
Pre-Change Detection Processing
12.2.1.
Image Co-registration
12.2.2.
Radiometric Normalization
12.2.3.
Atmospheric Correction
12.2.4.
Phenological Considerations
12.3.
Change Detection Methods
12.3.1.
Image Differencing
12.3.2.
Image Rationing
12.3.3.
Vegetation Index Differencing
12.3.4.
Principal Component Analysis
12.3.5.
Change Vector Analysis
12.3.6.
Post-Classification Comparison
12.3.7.
Multivariate Alteration Detection
12.4.
Thresholding Techniques
12.4.1.
Manual Thresholding
12.4.2.
Statistical Thresholding
12.4.3.
Otsu's Method
12.4.4.
Adaptive Thresholding
12.5.
Time Series Analysis
12.5.1.
Trend Analysis
12.5.2.
Seasonal Decomposition
12.5.3.
Anomaly Detection
12.5.4.
Harmonic Analysis
12.6.
Change Detection Validation
12.6.1.
Reference Data Requirements
12.6.2.
Accuracy Assessment
12.6.3.
Error Propagation
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13. Advanced Remote Sensing Systems