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Remote Sensing · Cloud Computing
Cloud-Based Remote Sensing with Google Earth Engine
Multiple Authors (Open Access) · 2024
🆓 FreeIntermediate★★★★★500 pages
Free, open-access textbook covering Google Earth Engine for remote sensing analysis. Includes JavaScript code for every technique.
Why you should read this
The only comprehensive free GEE textbook. Learn to process petabytes of satellite data in the cloud — the future of RS.
The only comprehensive free GEE textbook. Learn to process petabytes of satellite data in the cloud — the future of RS.
Key Topics
Chapters (6)
1Introduction to Earth Engine10 key concepts
Platform overview, code editor, data catalog
2Image Manipulation14 key concepts
Bands, indices, composites
3Image Collections12 key concepts
Filtering, mapping, reducing collections
4Classification16 key concepts
Training data, classifiers, accuracy
5Time Series14 key concepts
Trend analysis, phenology, change detection
6Advanced Topics18 key concepts
Deep learning, SAR, big data workflows
Real-World Applications
- Global forest change monitoring
- Flood mapping at scale
- Agricultural productivity analysis
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