ENVIRON 559
Fundamentals of Geospatial Analysis
Patrick N. Halpin, Peter Anton Cada
Description from DukeHub
Fundamental aspects of geographic information systems and satellite remote sensing for environmental applications. Covers concepts of geographic data development, cartography, image processing, and spatial analysis. Gateway into more advanced training in geospatial analysis curriculum. Consent of instructor required.
Skills
- data and statisticsdescription: "remote sensing" and 2 more
- lab workhas a lab component
AI-resilient: 1 of 5
- Yes: Physical, lab or field work · "laboratory"
- No: Live work with people
- No: Judgment someone is accountable for
- No: A craft you practice with your hands or body
- No: Small, in-person format
The checks lean on Microsoft Research, Working with AI (2025), which found generative AI applies least to physical work and hands-on work with people. A signal, not a promise. How the score works
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