Multivariable geostatistics in S: The gstat package

Computers and Geosciences

Volumn 30, Issue 7, 2004, Pages 683-691

  Pebesma, Edzer J ^a  

^a UTRECHT UNIVERSITY   (Netherlands)

Author keywords

Cokriging; Kriging; Linear model of coregionalisation; Open source software; S language; Stochastic simulation

Indexed keywords

COMPUTER SIMULATION; COMPUTER SOFTWARE; SAMPLING; STATISTICAL METHODS; VISUALIZATION;

CROSS VARIOGRAM MODELING; GEOSTATISTICS;

GEOLOGIC MODELS;

GEOSTATISTICS; KRIGING; SOFTWARE;

EID: 3342878970     PISSN: 00983004     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cageo.2004.03.012     Document Type: Article

References (26)

1. Abrahamsen P. Espen Benth F. Kriging with inequality constraints Mathematical Geology 33 6 2001 719-744
2. Becker R.A. Chambers J.M. Wilks A.R. The New S Language 1988 Chapman - Hall London 702pp
3. Bivand R.S. Using the R statistical data analysis language on GRASS 5.0 GIS data base files Computers - Geosciences 26 2000 1043-1052
4. Bivand, R.S., 2003. Approaches to classes for spatial data in R. In: Hornik, K., Leisch, F. (Eds.), Proceedings of the Third International Workshop on Distributed Statistical Computing (DSC 2003), March 20-22, Vienna, Austria. ISSN 1609-395X; available from DSC2003: http://www.ci.tuwien.ac.at/Conferences/DSC-2003/ http://www.ci.tuwien.ac.at/Conferences/DSC-2003/
5. Burrough P.A. McDonnell R.A. Principles of Geographical Information Systems 1998 Oxford University Press New York, NY 431pp
6. Chambers J.M. Programming with Data 1998 Springer New York 469pp
7. Chambers J.M. Hastie T.J. Statistical Models in S 1992 Chapman - Hall London 428pp
8. Cressie, N.A.C., 1993. Statistics for Spatial Data, Revised Edn. Wiley, New York. 900 pp.
9. Diggle P.J. Tawn J.A. Moyeed R.A. Model-based geostatistics Applied Statistics 47 3 1998 299-350
10. Goovaerts P. Geostatistics for Natural Resources Evaluation 1997 Oxford University Press New York, NY 483pp
11. Gómez-Hernández J.J. Journel A.G. Joint sequential simulation of multiGaussian fields Soares A. Geostatistics Tróia Vol. 92 1993 85-94 Kluwer Dordrecht
12. Gotway C.A. Stroup W.W. A generalized linear model approach to spatial data analysis and prediction Journal of Agricultural, Biological and Environmental Statistics 2 2 1997 157-178
13. Hjaltason, G., Samet, H., 1995. Ranking in spatial databases. In: Egenhofer, M.J., Herring, J.R. (Eds.), Advances in Spatial Databases-Fourth Symposium, SSD'95, Lecture Notes in Computer Science, Vol. 951. Springer, Berlin, pp. 83-95. See also Quadtree demos: http://www.cs.umd.edu/∼brabec/quadtree/index.html http://www.cs.umd.edu/∼brabec/quadtree/index.html
14. Ihaka R. Gentleman R. R: a language for data analysis and graphics Journal of Computational and Graphical Statistics 5 3 1996 299-314
15. Isaaks E. Srivastava R.M. An Introduction to Applied Geostatistics 1989 Oxford University Press New York, NY 561pp
16. Johnson M.E. Multivariate Statistical Simulation 1987 Wiley New York 230pp
17. Journel A.G. Huijbregts Ch.J. Mining Geostatistics 1978 Academic Press London 600pp
18. Moyeed R.A. Papritz A. An empirical comparison of kriging methods for nonlinear spatial point prediction Mathematical Geology 34 4 2002 365-386
19. Pebesma E.J. Heuvelink G.B.M. Latin hypercube sampling of Gaussian random fields Technometrics 41 4 1999 303-312
20. Pebesma E.J. Wesseling C.G. Gstat, a program for geostatistical modelling, prediction and simulation Computers - Geosciences 24 1 1998 17-31
21. Ripley B.D. Spatial statistics in R R News 1 2 2001 14-15
22. Rivoirard J. On the structural link between variables in kriging with external drift Mathematical Geology 34 7 2002 797-808
23. Stein M.L. Interpolation of Spatial Data: Some Theory for Kriging 1999 Springer New York, NY 247pp
24. Stewart, D.E., Leyk, Z., 1994. Meschach: matrix computations in C. Proceedings of the Centre for Mathematics and its Applications, Vol. 32. Australian National University 240pp. See also Meschach home page: http://www.math.uiowa.edu/∼dstewart/meschach/ http://www.math.uiowa.edu/∼dstewart/meschach/
25. Ver Hoef J.M. Cressie N.A.C. Multivariable spatial prediction Mathematical Geology 25 2 1993 219-240
26. Wackernagel H. Multivariate Geostatistics; An Introduction with Applications, 2nd Edition 1998 Springer Berlin 291pp