Lesson 1: Imagery in ArcGIS Pro
- Satellite sensor raster types
- The electromagnetic Spectrum:
Lesson 2 and 3: Visualizing and Analyzing Oblique Imagery
- Work with imagery in perspective mode
Lesson 4: Change detection for Operations
- What are Raster Functions?
- Types of Raster functions
- Types of Change Detection
- Change detection workflow:
- Preprocessing rasters for change detection
Lesson 5: Principles of Image Classification
- Defining image classification
- Describing image classification outputs
- Image Classification types and methods
- Help topic: Overview of image classification—ArcGIS Pro | Documentation This help topic provides concise descriptions of commonly used image classification terms and tools, and discusses supervised vs. unsupervised classification and the object-based vs pixel-based approaches.
- GISGeography Article: Image Classification Techniques in Remote Sensing This article provides a discussion of different image classification techniques, as well as some background on the timeline of when they were developed.
- USGS website: National Land Cover Database | U.S. Geological Survey This website provides an overview and description of the National Land Cover Database (NLCD) and their landcover categories.
- Video: ArcGIS Pro: Image Segmentation, Classification and Machine Learning
- Help topic: List of ArcGIS Image Analyst raster functions—ArcGIS Pro | Documentation This help topic provides a starting point for studying the Classification functions, especially Classify.
- Chapter 10: Image Classification of Imagery and GIS: Best Practices for Extracting Information from Imagery, Green, Kass, Congalton, Rus... by Kass Green, Russel G. Congalton, and Mark Tukman
- Semiautomated Image Classification: p. 275-276
Lesson 6: Performing Pixel-based Unsupervised Classification
- Image classification workflows
- Classifying a raster with the Image classification wizard
Lesson 7: Performing Object-based Supervised Classification
Lesson 8: Motion Imagery Analysis