Source code in the R programming language, belonging with: Model based geostatistics from a Bayesian perspective: Investigating area‐to‐point kriging with small datasets
datasetposted on 28.10.2019 by L. (Luc) Steinbuch, T.G. (Thomas) Orton, D.J. (Dick) Brus
Datasets usually provide raw data for analysis. This raw data often comes in spreadsheet form, but can be any collection of data, on which analysis can be performed.
Area-to-point kriging (ATPK) is a geostatistical method for creating maps of high resolution using data of much lower resolution. These R-scripts compare prediction uncertainty using different ATPK methods, using simulations and a real world case concerning crop yields in Burkina Faso.