Source code in the R programming language, belonging with: Model based geostatistics from a Bayesian perspective: Investigating area‐to‐point kriging with small datasets

L. Steinbuch, T.G. Orton, D.J. Brus

Research output: Non-textual formSoftwareOther research output

Abstract

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.
Original languageEnglish
PublisherWageningen University & Research
Media of outputOnline
Size6,1 MB
DOIs
Publication statusPublished - 28 Oct 2019

Keywords

  • area-to-point kriging
  • Bayesian statistics
  • geostatistics
  • prediction uncertainty
  • prediction variance
  • spatial disaggregation
  • spatial statistics

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