/kriging-example

Numerical simulation for semivariogram modeling and Ordinary Kriging

Primary LanguagePython

Requirements

  • Python 3.7.3
  • numpy 1.16.2
  • matplotlib 3.0.3

Overview

  • This code tries to construct a gridded heat map via Ordinary Kriging.
  • Measurement samples follow a spatially-correlated Gaussian distribution with no trends (e.g., path loss in wireless channels).
  • Spatial correlation follows an exponential decay model.