GeoStat-Framework / PyKrige

Kriging Toolkit for Python
https://pykrige.readthedocs.io
BSD 3-Clause "New" or "Revised" License
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General question #177

Closed ghost closed 3 years ago

ghost commented 3 years ago

Hi, I am Civil Engineering graduate student, I would like to use kriging to obtain the correlation and the surface between 2 laboratory input data and one laboratory result output data. However, I do not have a strong statistics background. I was wondering, if you can give some kind of guidance on what to do.

My problem is about experimental centrifuge soil models, there I can define two input data of the model and then I performed the test and I obtained an output result. The thing is that I do not have a lot of tests (about 20).

Any suggestion on how to start will be really appreciated.

MuellerSeb commented 3 years ago

Could you provide some more information?

If you want to interpolate measured data, kriging is totally fine and you could for example start with this tutorial: https://geostat-framework.readthedocs.io/projects/pykrige/en/stable/examples/00_ordinary.html#sphx-glr-examples-00-ordinary-py

If you just want to obtain correlation I think you could use variogram estimation provided by GSTools.