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Military Geography / Militre geografie - 344
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Remote Sensing 344
Announcements
LESSON 1: MODULE OUTLINE AND INTRODUCTION TO THE REMOTE SENSING
LESSON 2: FUNDAMENTALS OF REMOTE SENSING
LESSON 3: ELECTROMAGNETIC SPECTRUM & PRINCIPLES
AF1 (Class Assessment) - Find Wavelength & Frequency (Calculations Exercise)
LESSON 4: HISTORY OF REMOTE SENSING - MAPPING CAMERAS & DIGITAL IMAGERY
LESSON 5: LAND OBSERVATION SATELLITES
AF2 (Class Assessment) - Land Observation Satellites
LESSON 6: RADAR & LiDAR IMAGERY
LESSON 7: THERMAL & HYPERSPECTRAL IMAGERY
AF3 (Class Assessment) - Thermal & Hyperspectral Imagery
LESSON 8: PRE-PROCESSING
LESSON 9: IMAGE CLASSIFICATION
LESSON 10: ACCURACY ASSESSMENT
LESSON 11: REMOTE SENSING APPLICATIONS
AF4 (Class Assessment) - Remote Sensing Applications
LESSON 12: REMOTE SENSING INTEGRATION WITH GIS AND FUTURE TRENDS
LESSON 13: ETHICAL CONSIDEARTIONS RELATED TO REMOTE SENSING
LESSON 14: GEOINT, IMINT & IMAGE INTERPRETATION
ERDAS IMAGINE PRACTICAL GUIDE
THEORETICAL & PRACTICAL WORK
ASSESSMENTS
Practical Assessment
Practical Examination
OLD TEST & EXAM PAPERS
Videos (URL)
STUDENT LIST, MARKS-TO-DATE (MTD) & FINAL MARKS
A1 AP1 & AP2 Online Assessment Tests
A1 AP1 Assessment - GEO344 Remote Sensing, Test 1: Online Alternative Sitting
A1 AP2 Assessment - GEO344 Remote Sensing, Test 2: Online Alternative Sitting
DEMARCATIONS
ERDAS PRACTICAL DATA
A1 Practical Assessment (Semester Practical Test) – ERDAS IMAGINE
A1 Practical Assessment Semester Test Submission
A2 Practical Assessment (Practical Examination) – ERDAS IMAGINE
A2 Practical Assessment Examination Submission
PRACTICALS - GOOGLE EARTH ENGINE (GEE)
START HERE - INFORMATION AND GUIDELINES
First-session access check
Practical 1 — Getting Started with Google Earth Engine (GEE)
1.2 Class notes — Introduction to Google Earth Engine
1.3 Guided exercise — Your first Earth Engine workflow
1.6 Practical 1 self-check quiz
1.7 Practical 1 evidence submission
Practical 2 — Exploring and Visualising Sentinel-2 Data
2.2 Class notes — Sentinel-2 bands and image visualisation
2.3 Guided exercise — Exploring multispectral imagery
2.6 Practical 2 self-check quiz
2.7 Practical 2 evidence submission
Practical 3 — Pixel-level Cloud Masking and Compositing
3.2 Class notes — Cloud masking and compositing
3.3 Guided exercise — Pixel-level cloud masking
3.6 Practical 3 self-check quiz
3.7 Practical 3 evidence submission
Practical 4 — Spectral Analysis, Image Enhancement and Raster Operations
`4.2 Class notes — Spectral indices and raster analysis
4.3 Guided exercise — Spectral analysis and raster operations
4.6 Practical 4 self-check quiz
4.7 Practical 4 evidence submission
Practical 5 — Unsupervised Classification and Cluster Interpretation
5.2 Class notes — Unsupervised classification and k-means clustering
5.3 Guided exercise — Create and interpret spectral clusters
5.6 Practical 5 self-check quiz
5.7 Practical 5 evidence submission
Practical 6 — Supervised Classification and Accuracy Assessment
6.2 Class notes — Supervised classification and accuracy assessment
6.3 Guided exercise — Train and assess a Random Forest classifier
6.6 Practical 6 self-check quiz
6.7 Practical 6 evidence submission
Practical 7 — Multi-temporal NDVI Change Detection
7.2 Class notes — Multi-temporal comparison and change detection
7.3 Guided exercise — Detect and interpret NDVI change
7.6 Practical 7 self-check quiz
7.7 Practical 7 evidence submission
Practical 8 — Seasonal Time-series Analysis
8.2 Class notes — Monthly composites and spectral-index time series
8.3 Guided exercise — Building and interpreting a 2024 Sentinel-2 time series
8.6 Practical 8 self-check quiz
8.7 Practical 8 evidence submission
Practical 9 — Integrated Analysis and Export
9.2 Class notes — Reproducible products, projections and exports
9.3 Guided exercise — Exporting a Cape Town spectral product
9.6 Practical 9 self-check quiz
9.7 Practical 9 evidence submission
GEE Final Assessment
GEE Examination Quiz — Practicals 1–9
GEE Practical Examination - Submission
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2026
Economic and Management Sciences
African Centre For Hiv Aids Management in The World of Work
Business Management
Centre for Sustainability Transitions
Economic and Management Sciences (General)
Economics
EMS Seasonal Schools
Industrial Psychology
Logistics
Postdoctoral Economic and Management Sciences
Postdoctoral Economic and Management Sciences - SPL
School of Accountancy
School of Public Leadership
Statistics and Actuarial Science
Military Sciences
Accounting (Mil) and Auditing (Mil)
Aeronautical Science (Mil)
Computer information Systems (Mil)
Economics (Mil)
Industrial Psychology (Mil)
Mathematics (Mil)
Mercantile Law (Mil) and Criminal Law (Mil)
Military Geography
Military History
Military Management
Military Technology
Nautical Science (Mil)
Physics (Mil)
Political Science (Mil)
Postdoctoral Military Science
Public and Development Management (Mil)
School For Security and Africa Studies
Strategic Studies (Mil)
Training & Miscellaneous Courses
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2026-22969-344 Military Geography / Militre geografie - 344
Facilitator:
LOUIS MICHAEL Du Toit
Facilitator:
Ivan Henrico
