How to Use Python to Create and Analyze DEM Surfaces

The Essential Surface Tools in Python for DEM — Part 1

Abdishakur
Spatial Data Science
3 min readAug 30, 2023

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Surface Analysis of DEM — Image by the Author.

Surface analysis is a set of techniques to extract information about a terrain's surface. It can be used for various purposes, such as Natural Resource Management, Transportation Planning and Environmental Monitoring.

In this article, we will use Python to perform surface analysis of a Digital Elevation Model (DEM). Before jumping into the code, let us explain what surface analysis techniques exist.

Surface Analysis Techniques

Several different techniques can be used to extract information about a terrain's surface for surface analysis, including:

  • Slope: Slope is a measure of the steepness of a surface. It is calculated by measuring the change in elevation over a specific distance.
  • Aspect: Aspect measures the direction in which a surface faces. It is calculated by measuring the direction of the steepest slope.
  • Hillshade: Hillshade is a measure of the amount of sunlight that a surface receives. It is calculated by considering the sun's position in the sky, the surface's slope, and the surface's aspect.
  • Curvature: Curvature measures the degree to which a surface is curved…

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Abdishakur
Spatial Data Science

Writing about Geospatial Data Science, AI, ML, DL, Python, SQL, GIS | Top writer | 1m views.