Title

Simple spatial prediction - least squares prediction, simple kriging, and conditional expectation of normal vector

Journal title

Geodesy and Cartography

Yearbook

2010

Volume

vol. 59

Issue

No 2

Authors

Ligas, Marcin ; Kulczycki, Marek

Keywords

least squares prediction ; kriging ; semivariogram ; covariance function ; random field

Divisions of PAS

Nauki Techniczne

Publisher

Polska Akademia Nauk/ Komitet Geodezji Polskiej Akademii Nauk; Polish Academy of Sciences / Commitee on Geodesy Polish Academy of Sciences

Date

2010

Type

Artykuły / Articles

Identifier

DOI: 10.2478/v10277-012-0002-0 ; ISSN 2080-6736

Source

Geodesy and Cartography; 2010; vol. 59; No 2

References

Adler R. (1981), The geometry of Random Fields. ; Armstrong M. (1998), Basic linear geostatistics, doi.org/10.1007/978-3-642-58727-6 ; Chiles J. (1999), Geostatistics - modeling spatial uncertainty, doi.org/10.1002/9780470316993 ; Christakos G. (1992), Random field models in earth sciences. ; Cressie N. (1990), The origins of kriging, Mathematical Geology, 22, 3, 239, doi.org/10.1007/BF00889887 ; Cressie N. (1993), Statistics for spatial data, doi.org/10.1002/9781119115151 ; Deutsch R. (1969), Estimation Theory. ; Heiskanen A. (1967), Physical Geodesy. ; Journel A. (2003), Mining geostatistics. ; Kitanidis P. (1997), Introduction to geostatistics - applications in hydrogeology, doi.org/10.1017/CBO9780511626166 ; Krarup T. (1969), A contribution to the mathematical foundation of physical geodesy. ; Lauritzen S. (1973), The probabilistic background of some statistical methods in physical geodesy. ; Matheron G. (1971), The theory of regionalized variables and its application. ; Matheron G. (1973), The intrinsic random functions and their applications, Adv. Appl. Prob, 5, 439, doi.org/10.2307/1425829 ; Morrison D. (1990), Multivariate statistical methods. ; Rao C. (1999), Linear models - least squares and alternatives. ; Schabenberger O. (2005), Statistical methods for spatial data analysis. ; Stein L. (1999), Interpolation of spatial data - some theory for kriging, doi.org/10.1007/978-1-4612-1494-6 ; VanMarcke E. (1988), Random Fields. ; Webster R. (2007), Geostatistics for environmental scientists, doi.org/10.1002/9780470517277

Aims and scope

The Advances in Geodesy and Geoinformation (formerly “Geodesy and Cartography”) is an open access international journal (semiannual) concerned with the study of scientific problems in the field of geodesy, geoinformation and their related interdisciplinary sciences. The journal has a rigorous peer–review process to ensure the best research publications. It is publishing peer–reviewed original articles on theoretical or modelling studies, and on results of experiments associated with geodesy and geodynamics, geoinformation, cartography and GIS, cadastre and land management, photogrammetry, remote sensing and related disciplines. Besides original research articles, the Advances in Geodesy and Geoinformation also accepts review articles on topical subjects, short notes/letters and communication of a great importance to the readers, and special issues arising from the national/international conferences as well as collection of articles that concentrates on a hot topical research area that falls within the scope of the journal.

Content of Advances in Geodesy and Geoinformation is archived with a long-term preservation service by the National Library of Poland.