Working with Raster Data Using Rasterio
17. Working with Raster Data Using Rasterio
17.1. Introduction
17.1.1. What is Raster Data?
17.1.2. Why Use Rasterio?
17.2. Learning Objectives
17.3. Installing Rasterio
17.4. Reading Raster Data
17.4.1. Opening Raster Files
17.5. Visualizing Raster Data
17.5.1. Basic Raster Visualization
17.5.2. Understanding Color Maps
17.5.4. Visualizing Multiple Bands
17.5.4.1. Single Band Visualization
17.5.4.3. Creating a Multi-Panel Plot
17.5.5. Overlaying Vector Data
17.6. Accessing and Manipulating Raster Bands
17.6.1. Stacking Multiple Bands
17.6.2. Basic Band Math (NDVI Calculation)
17.7. Writing Raster Data
17.8. Clipping Raster Data
17.8.1. Clipping with a Bounding Box
17.8.2. Clipping with a Vector Dataset
17.10. Exercises
17.10.2. Exercise 1: Reading and Exploring Raster Data
17.10.3. Exercise 2: Working with Raster Bands
17.10.4. Exercise 3: Basic Raster Operations
17.10.5. Exercise 4: Writing and Saving Raster Data
17.10.6. Exercise 5: Clipping and Subsetting