PPE_Kriging

Codes for Kriging interpolation

for project parameter estimation (PPE) course (HS2020) @ ETHZ

Group member: Yue Pan & Fandré Josianne

Supervisor: Dr. Jemil Avers Butt

Link to project I of PPE: TLS calibration

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Goal: Implement the Kriging interpolation with various semivariogram models

Environment and Prerequisites: Matlab (2019 or higher)

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Implementation details:

TODO

Codes architecture:

TODO

Demo:

DEM dataset:

Semi-variogram:

Interpolation results:

Dense dataset:

Interpolation results:

Interpolation error:

Sparse dataset:

Interpolation error:

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Reference:

Cressie 1990 Kriging:

Cressie, Noel. "The origins of kriging." Mathematical geology 22.3 (1990): 239-252.