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GEOG 213/313: Advanced Geospatial Analytics with Python
Introduction
Syllabus
Team
Schedule
Assessment
Resources
Policies
Lectures
1. Intro to Unix and Bash
2. Intro to Version Control and Git
3. Python Environments
4. Intro to JupyterLab
5. Xarray Fundamentals
6. Advanced Xarray Operations
7. Geospatial Landscape
8. Review of CRS
9. CRS and Projections in Python
10. Intro to Docker
11. Searching a STAC Catalog
12. Intro to Dask & Dask Array
13. Scaling stackstac w Dask
14. Into to Dask DataFrame
15. Review of Raster Data
16. Raster Data in Python
17. Raster Data Processing
18. Review of Vector Data
19. Vector Data in Python
20. Intro to Dask-GeoPandas
21. Scalable Vector Analysis
Assignments
Assignment 1
Assignment 2
Assignment 3
Assignment 4
Assignment 5
Appendices
License
References
Repository
Open issue
Index
