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experiments with terrain

Python 1.61% Jupyter Notebook 98.39%
delaunay-triangulation digital-terrain-model digital-surface-model interpolation-techniques inverse-distance-weighting nearest-neighbors natural-neighors linear-interpolation plane-detection

terrain101's Introduction

terrain101

Experiments in the computation and representation of terrain

  • hw01: interactive Bowyer-Watson delaunay triangulation with voronoi and circumcircle;
  • hw01_a: interpolation techniques (Kd-tree Nearest neighbor, Kd-tree Inverse distance weighting (idw), Delaunay ~ Triangulated Irregular Network (tin) and Kriging (GaussianProcessRegression));
  • hw01_b: AHN3 interpolation techniques;
  • hw02_a: terrain simplification;
  • hw03: ground filtering with dtm and dsm interpolation (idw and tin);
  • hw04_a: plane detection (rooves).

Additional:

  • ch06: topographic features;
  • ch07: runoff modelling;
  • ch08: representation conversions (raster with vector to constrained delaunay (tin));
  • gms260S_MA02: Geomatics 2. Major Assignment 2: Photogrammetric Processing.

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