Beyond kriging: Dealing with discontinuous spatial data fields using adaptive prior information and Bayesian partition modelling
The technique of kriging is widely known to be limited by its assumption of stationarity, and performs poorly when the data involve localized effects such as discontinuities or nonlinear trends. A Bayesian partition model (BPM) is compared with results from ordinary kriging for various synthetic dis...
| Main Authors: | , , |
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| Format: | Journal article |
| Language: | English |
| Published: |
2004
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