Averaging multiple spatial datasets to get "average krige"?

06-05-2020 01:40 PM
New Contributor


We have data that looks at spatial abundance of pest populations within several farms. We have this across 7 farms, each varying in size (1-4 acres) and shape. We have at least 400 data points for each farm. 

Each of these farms has very similar spatial distribution with a very strong edge effect (more pests at the edge of the farm). For analysis purposes, we would like to create a "theoretical" farm using combined data from these 7 farms to do kriging (using EBK). I have looked around and I can't find any other publication/online resource that does this - is it possible? Essentially, we want to create a model using all of the data together to put out a predicted kriged surface. 

Any help or points in the right direction would be greatly appreciated. Thank you! 


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