Remote Sensing
Course Index
40 Lessons · 3 Levels
Complete Remote Sensing roadmap — sensor physics, spectral signatures, SAR, LiDAR, image correction, classification, OBIA, and real Earth observation applications.
40Lessons
3Levels
3Projects
FreeAccess
Level IScience & SensorsLessons 1–13
Lesson 01
What is Remote Sensing?
Lesson 02
Active vs Passive Remote Sensing
Lesson 03
Electromagnetic Radiation Principles
Lesson 04
Spectral Signatures
Lesson 05
Spatial, Spectral & Temporal Resolution
Lesson 06
Aerial Photography & Drones (UAV)
Lesson 07
Multispectral Sensors
Lesson 08
Hyperspectral Sensors
Lesson 09
Thermal Infrared Remote Sensing
Lesson 10
Radar & Microwave Remote Sensing
Lesson 11
SAR: Synthetic Aperture Radar
Lesson 12
LiDAR: Principles & Applications
Lesson 13
GNSS & Positioning Systems
Level IIImage ProcessingLessons 14–28
Lesson 14
Digital Image Fundamentals
Lesson 15
Image Preprocessing
Lesson 16
Radiometric Correction
Lesson 17
Atmospheric Correction
Lesson 18
Geometric Correction
Lesson 19
Image Enhancement
Lesson 20
Image Interpretation & Visual Analysis
Lesson 21
Image Classification Methods
Lesson 22
Accuracy Assessment
Lesson 23
Texture & Pattern Analysis
Lesson 24
Object-Based Image Analysis (OBIA)
Lesson 25
Change Detection Techniques
Lesson 26
SAR Processing with ESA SNAP
Lesson 27
LiDAR Point Cloud Processing
Lesson 28
Hyperspectral Analysis
Level IIIApplications & ProjectsLessons 29–40
Lesson 29
Remote Sensing for Agriculture
Lesson 30
Forest & Vegetation Monitoring
Lesson 31
Water Resource Monitoring
Lesson 32
Urban & Built-Up Area Mapping
Lesson 33
Disaster & Damage Assessment
Lesson 34
Climate & Cryosphere Monitoring
Lesson 35
Coastal & Ocean Remote Sensing
Lesson 36
Machine Learning in Remote Sensing
Lesson 37
Deep Learning for Land Cover
Lesson 38
Build a Crop Health Monitor
Lesson 39
Build a Flood Disaster Assessment
Lesson 40
Build a Land Cover Change Map