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1. Introduction to Remote Sensing
1.1. Course Overview
1.2 What is Remote Sensing?
1.3. Applications of Remote Sensing
2. Electromagnetic Radiation and Electromagnetic Spectrum
2.1. Characteristics of a Remote Sensing System
2.2. Radiation and Remote Sensing
3. Energy Interactions with the Atmosphere and Earth’s Surface
3.1. Sources of Electromagnetic Radiation
3.2. Energy Interactions with the Atmosphere
3.3. Energy Interactions with the Earth’s Surface
4. Electromagnetic Interactions with the Earth’s Surface
4.1. Electromagnetic Radiation and Plants
4.2. Electromagnetic Radiation, Soil and Water
4.3. Electromagnetic Radiation and Earth’s Surface Activity
5. Sensor Technology
5.1. Types of Sensor
5.2. Types of Platform
5.3. Resolution of Sensors
5.4. Spatial Resolution
5.5. Spectral Resolution
5.6. Radiometric and Temporal Resolution
6. Major Remote Sensing Systems
6.1. Overview of Satellite Systems
6.2. The Landsat Programme
6.3. The SPOT Programme
6.4. Further Satellite Systems for Earth Observation
6.5. Assignment 1: Major Remote Sensing Systems
7. Image Processing Part 1
7.1. What is a Digital Image?
7.2. Image Display and Enhancement
7.3. Image Pre-processing
7.4. Radiometric Calibration
8. Image Processing Part 2
8.1. Atmospheric Correction
8.2. Geometric Correction
8.3. Low Pass Filters
8.4. High Pass Filters
9. Earth Surface Properties
9.1. Vegetation Indices
10. Image Classification
10.1 What is Classification?
10.2. Image Classification Types
10.3. Unsupervised Classification
10.4. Supervised Classification
10.5 Object based classification
10.6. Assignment 2 – Comparison of classification algorithms
11. Land Cover Mapping and Accuracy Assessment
11.1. Reference Data Accuracy Assessment
11.2. Accuracy Assessment – Error Matrices
11.3. Land Cover Mapping
11.4. Land Cover Monitoring
12. Applications: Hazards
12.1. Hazards, Disasters, Flooding and Earthquakes
12.2. Climate Change
Assignments
Assignment 1 – Major Remote Sensing Systems
Assignment 2 – Comparison of classification algorithms
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