Journal article
Beyond kriging: Dealing with discontinuous spatial data fields using adaptive prior information and Bayesian partition modelling
- Abstract:
-
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 discontinuous 1-D functions, as well as for 1986 precipitation data from Switzerland. This latter dataset has been analysed during a comparison of spatial interpolation techniques, and has been interp...
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- Publisher copy:
- 10.1144/GSL.SP.2004.239.01.13
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Authors
Bibliographic Details
- Journal:
- Geological Society Special Publication
- Volume:
- 239
- Issue:
- 1
- Pages:
- 195-209
- Publication date:
- 2004-01-01
- DOI:
- EISSN:
-
2041-4927
- ISSN:
-
0305-8719
- Source identifiers:
-
104782
Item Description
- Language:
- English
- Pubs id:
-
pubs:104782
- UUID:
-
uuid:2375c84c-579c-4441-b3e5-32e9e50d291e
- Local pid:
- pubs:104782
- Deposit date:
- 2012-12-20
Terms of use
- Copyright date:
- 2004
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