Week 5: More Geospatial Analysis: Street Networks & Raster Data

Content for lectures 5A and 5B

  View materials:   MUSA-550-Fall-2023/week-5

  HTML slides:   Lecture 5A   Lecture 5B

  Executable slides:   Lecture 5A   Lecture 5B

Topics

• Analyzing OpenStreetMap data with osmnx and pandana
• Working with raster data in Python with rasterio

Reference & Additional Readings

• OSMnx
  • GitHub
  • Introductory Blog Post
  • Jupyter Notebook Examples
  • Documentation
  • Street orientation example
• Pandana
  • GitHub
  • Jupyter Notebook Examples
  • Documentation
• OpenStreetMap
  • OSM Wikipedia
  • List of OSM feature types
  • List of OSM amenities
• Bounding box tool
• Rasterio documentation
• EarthPy examples gallery
• Plotting with rasterio
• LandSat bands
• Tutorial on Landsat data
• Xarray overview