Soil salinity mapping using spatio-temporal kriging and Bayesian maximum entropy with interval soft data

Geoderma

Volumn 128, Issue 3-4 SPEC. ISS., 2005, Pages 234-248

  Douaik, Ahmed ^a,b   Van Meirvenne, Marc ^a   Tóth, Tibor ^c  

^a GHENT UNIVERSITY   (Belgium)

^b Institut National de la Recherche Agronomique   (Morocco)

^c INSTITUTE OF EXPERIMENTAL MEDICINE   (Hungary)

Author keywords

Bayesian maximum entropy; Kriging; Soft data; Soil salinity; Space time

Indexed keywords

ELECTRIC CONDUCTIVITY; ENTROPY; SALINITY MEASUREMENT;

BAYESIAN MAXIMUM ENTROPY (BME); KRIGING; SOFT DATA; SOIL SALINITY;

SOILS;

GEOSTATISTICS; SALINITY;

EID: 23744482646     PISSN: 00167061     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.geoderma.2005.04.006     Document Type: Conference Paper

References (23)

1. G. Christakos A Bayesian/maximum entropy view to the spatial estimation problem Mathematical Geology 22 1990 763 776
2. G. Christakos Random Field Models in Earth Sciences 1992 Academic Press San Diego
3. G. Christakos Spatiotemporal information systems in soil and environmental sciences Geoderma 85 1998 141 179
4. G. Christakos Modern Spatiotemporal Geostatistics 2000 Oxford University Press New York
5. G. Christakos, and X. Li Bayesian maximum entropy analysis and mapping: a farewell to kriging estimators Mathematical Geology 30 1998 435 462
6. G. Christakos, P. Bogaert, and M.L. Serre Temporal GIS 2002 Springer-Verlag New York
7. D. D'Or, and P. Bogaert Continuous-valued map reconstruction with the Bayesian maximum entropy Geoderma 112 2003 169 178
8. A. Douaik, M. Van Meirvenne, and T. Tóth Spatio-temporal kriging of soil salinity rescaled from bulk soil electrical conductivity X. Sanchez-Vila J. Carrera J. Gomez-Hernandez GeoEnv IV: Geostatistics for Environmental Applications 2004 Kluwer Academic Publishers Dordrecht, The Netherlands 413 424
9. P. Goovaerts Geostatistics for Natural Resources Evaluation 1997 Oxford University Press New York
10. K. Kobayachi, and M. Us Salam Comparing simulated and measured values using mean squared deviation and its components Agronomy Journal 92 2000 345 352
11. Y.-M. Lee, and J.H. Ellis On the equivalence of kriging and maximum entropy estimators Mathematical Geology 29 1997 131 151
12. S.M. Lesch, D.J. Strauss, and J.D. Rhoades Spatial prediction of soil salinity using electromagnetic induction techniques: 2. An efficient spatial sampling algorithm suitable for multiple linear regression model identification and estimation Water Resources Research 31 1995 387 398
13. S.M. Lesch, J. Herrero, and J.D. Roades Monitoring for temporal changes in soil salinity using electromagnetic induction techniques Soil Science Society of America Journal 62 1998 232 242
14. MathWorks Using Matlab, Version 5 1999 The MathWorks Inc. Natick, MA
15. J.D. McNeil Electromagnetic Terrain Conductivity Measurement at Low Induction Numbers: Technical Note TN-6 1980 GEONICS Limited Ontario, Canada 15 pp.
16. J.D. Rhoades, and J. van Schilfgaarde An electrical conductivity probe for determining soil salinity Soil Science Society of America Journal 40 1976 647 651
17. M.L. Serre, and G. Christakos Modern geostatistics: computational BME in the light of uncertain physical knowledge-the Equus beds study Stochastic Environmental Research and Risk Assessment 13 1/2 1999 1 26
18. C.E. Shannon A mathematical theory of communication Bell System Technical Journal 27 1948 379 423
19. Soil and Plant Analysis Council Handbook on Reference Methods for Soil Analysis 1992 Georgia University Station Athens, Georgia
20. I. Szabolcs Salt-affected Soils 1989 CRC Press Florida
21. T. Tóth, and K. Rajkai Soil and plant correlations in a solonetzic grassland Soil Science 157 1994 253 262
22. T. Tóth, and G. Jozefaciuk Physicochemical properties of a solonetzic toposequence Geoderma 106 2002 137 159
23. T. Tóth, F. Csillag, L.L. Biehl, and E. Micheli Characterization of semi-vegetated salt-affected soils by means of field remote sensing Remote Sensing of Environment 37 1991 167 180