Splines - more than just a smooth interpolator

Geoderma

Volumn 62, Issue 1-3, 1994, Pages 45-67

  Hutchinson, M F ^a   Gessler, P E ^b  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

^b CSIRO LAND AND WATER   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

KRIGING; SPLINE; VARIOGRAM;

EID: 0028192974     PISSN: 00167061     EISSN: None     Source Type: Journal    
DOI: 10.1016/0016-7061(94)90027-2     Document Type: Article

References (35)

1. Problems with universal kriging
2. Computational methods for generalized cross-validation with large data sets
3. Gcvpack – routines for generalized cross validation
4. Optimal interpolation and isarithmic mapping of soil properties II Block kriging
5. Smoothing noisy data with spline functions
6. Uses and abuses of cross-validation in geostatistics
7. ON SPLINE SMOOTHING WITH AUTOCORRELATED ERRORS
8. Two methods with different objectives: splines and kriging
9. Cross-validation of kriging in a unique neighbourhood
10. Comparing splines with kriging
11. Linear estimation of non-stationary spatial phenomena
12. A note on the computation of the generalized cross-validation for ill-conditioned least squares problems
13. A fast “Monte-Carlo cross-validation” procedure for large least squares problems with noisy data
14. Some surface fitting and contouring programs for noisy data
15. A Stochastic Estimator of the Trace of the Influence Matrix for Laplacian Smoothing Splines
16. The application of thin plate smoothing splines to continent-wide data assimilation
17. Smoothing noisy data with spline functions
18. Further comparison of spatial methods for predicting soil pH
19. Comparison of several spatial prediction methods for soil pH
20. General variational approach to the interpolation problem
21. Splines and kriging: their formal equivalence
22. Choosing functions for semi-variograms of soil properties and fitting them to sampling estimates
23. Kriging with generalized covariances
24. Interpolation with positive definite functions
25. On variogram estimation
26. Economical spatial survey to estimate variograms
27. A theoretical study of the estimation of the correlation scale in spatially variable fields: 2. Nonstationary fields
28. Some aspects of the spline smoothing approach to non-parametric regression curve fitting
29. Bayesian “confidence intervals” for the cross-validated smoothing spline
30. Spline Models for Observational Data
31. Some New Mathematical Methods for Variational Objective Analysis Using Splines and Cross Validation
32. Smoothing and interpolation by kriging and with splines
33. Geostatistical analysis of soil chemical properties of large land areas II Kriging
34. A comparison of spatial semivariogram estimators and corresponding ordinary kriging predictors