Matlab Code for Kriging

I have the average wind speed for several locations and want to use the kriging method to predict the wind speed at some random position and finally develop the wind map. Can anyone provide me with the details of how to do this in matlab because i am totally new with matlab. Attached is the data and map of the region. Thank You.

[Alfred Ruff]

hi Kaushal Kishore,

i am currently working on somthing very similar, did you by any chance manage to get a kriging model to work?

Best regards.

Answer 1

[mizuki]

Load Wind data.txt and use fitrgp to create estimation model.

The first example in the following sample code set is similar to your case. https://jp.mathworks.com/matlabcentral/fileexchange/59844

[Hofa]

Hi can you be more specific? Because it's in Japanese I am not sure what is the first example you refer to...(and the first is not using the fitrgp at all....)

[Hofa]

Plus if I have data arranged in 180*360 like a map how do I use fitrpg to get Krigeage interpolation?