Improving the kriging of a soil variable using slope gradient as external drift

European Journal of Soil Science

Volumn 47, Issue 4, 1996, Pages 473-483

  Bourennane, H ^a   King, D ^a   Chery P ^a   Bruand, A ^a  

^a CEMAGREF   (France)

Author keywords

[No Author keywords available]

Indexed keywords

DEM; KRIGING; SLOPE GRADIENT; SOIL THICKNESS;

FRANCE, CENTRE, BEAUCE;

EID: 0030392339     PISSN: 13510754     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1365-2389.1996.tb01847.x     Document Type: Article

References (31)

1. Ahmed, S. & De Marsily, G. 1987. Comparison of geostatistical methods for estimating transmissivity using data on transmissivity and specific capacity. Water Resources Research, 23, 1717-1737.
2. Batschelet, E. 1981. Circular Statistics in Biology. Academic Press, London.
3. Burt, T.P. & Butcher, D.P. 1985. Topographic controls of soil moisture distributions. Journal of Soil Science, 36, 469-486.
4. Chauvet, P. & Galli, A. 1982. Universal Kriging. Publication C-96, Centre de Géostatistique, Ecole des Mines de Paris, Fontainebleau.
5. Chéry, P. 1995. Variation de l'épaisseur de la couverture de sol: conséquence pour le bilan hydrique hivernal sur un secteur de Petite Beauce. Thèse de troisième cycle, Université de Nancy, Nancy.
6. Chilès, J.P. 1991. Application du krigeage avec dérive externe à l'implantation d'un réseau de mesures piézométriques. Sciences de la Terre, Série Informatique, 30, 131-147.
7. Cressie, N. 1991. Statistics for Spatial Data. John Wiley & Sons, New York.
8. Creutin, J.D. & Obled, C. 1982. Objective analyses and mapping techniques for rainfall fields: an objective comparison. Water Resources Research, 18, 413-431.
9. Daniels, W.L., Everett, C.J. & Zelazny, L.W. 1987. Virgin hardwood forest soils of the southern Appalachian mountains. I. Soil morphology and geomorphology. Soil Science Society of America Journal, 51, 722-729.
10. Delhomme, J.P. 1978. Kriging in the hydrosciences. Advances in Water Resources. 1, 251-266.
11. Duval, O. & Isambert, M. 1992. Etude pédologique du secteur de Villamblain (Beauce). Rapport interne, Unité Science du Sol. Institut National de la Recherche Agronomique, Orléans.
12. Evans, I.S. 1980. An integrated terrain analysis and slope mapping. Zeitschrift für Geomorphologie, 36, 274-295.
13. Franzmeier, D.P., Pederson, E.J., Longwell, T.J., Byrne, J.G. & Losche, C.K. 1969. Properties of some soils in the Cumberland plateau as related to slope aspect, and position. Soil Science Society of America Proceedings, 33, 755-761.
14. Galli, A. & Meunier, G. 1987. Study of a gas reservoir using the external drift method. In: Geostatistical Case Studies (eds G. Matheron & M. Armstrong), pp. 105-119. D. Reidel, Dordrecht.
15. Hudson, G. & Wackernagel, H. 1994. Mapping temperature using kriging with external drift: theory and an example from Scotland. International Journal of Climatology, 14, 77-91.
16. Journel, A.G. & Huijbregts, C.J. 1978. Mining Geostatistics Academic Press, London.
17. Laslett, G.M., McBratney, A.B., Pahl, P.J. & Hutchinson, M.F. 1987. Comparison of several spatial prediction methods for soil pH. Journal of Soil Science, 38, 325-341.
18. Leenaers, H., Okx, J.P. & Burrough, P.A. 1990. Employing elevation data for efficient mapping of soil pollution on floodplains. Soil Use and Management, 6, 105-114.
19. Macaire, J.M. 1971 Etude sédimentologique des formations superficielles sur le tracé de l'autoroute A10 entre Artenay et Meung sur Loire. Thèse de Docteur Ingénieur, Université d'Orléans, Orléans.
20. Mardia, K.V. 1972. Statistics of Directional Data. Academic Press, London.
21. Moore, I.D., Grayson, R.B. & Ladson, A.R. 1991. Digital terrain modelling: A review of hydrological, geomorphological, and biological applications. Hydrological Processes, 5, 3-30.
22. Moore, I.D., Gessler, P.E., Nielsen, G.A. & Peterson, G.A. 1993. Soil attribute prediction using terrain analysis. Soil Science Society of America Journal, 57, 443-452
23. Odeh, I O.A., McBratney, A.B. & Chittleborough, D.J. 1994. Spatial prediction of soil properties from landform attributes derived from a digital elevation model. Geoderma, 63, 197-214.
24. Renard, D. & Nai-Hsien, M. 1988. Utilisation de dérives externes multiples. Sciences de la Terre. Série Informatique, 28, 281-301.
25. Troeh, F.R. 1964. Landform parameters correlated to soil drainage. Soil Science Society of America Proceedings, 28, 808-812.
26. Van Kuilenburg, J., De Gruijter, J.J., Marsman, B.A. & Bouma, J. 1982. Accuracy of interpolation between point data on soil moisture supply capacity, compared with estimates from mapping units. Geoderma, 27, 311-325.
27. Voltz, M. & Goulard, M. 1994. Spatial interpolation of soil moisture retention curves. Geoderma, 62, 109-123.
28. Voltz, M. & Webster, R. 1990. A comparison of kriging, cubic splines and classification for predicting soil properties from sample information. Journal of Soil Science, 41, 473-490.
29. Wackernagel, H. 1995. Multivariate Geostatistics. Springer-Verlag, Berlin.
30. Webster, R. 1977. Canonical correlation in pedology: how useful? Journal of Soil Science, 28, 196-221.
31. Webster, R. & Oliver, M.A. 1990. Statistical Methods in Soil Land Resource Survey. Oxford University Press, Oxford.