Soil phosphorus and potassium mapping using a spatial correlation model incorporating terrain slope gradient

Precision Agriculture

Volumn 3, Issue 4, 2002, Pages 407-417

  Kozar, Brian ^a   Lawrence, Rick ^a   Long, Dan S ^b  

^a MONTANA STATE UNIVERSITY   (United States)

^b MONTANA STATE UNIVERSITY   (United States)

Author keywords

Co kriging; DEM; Soil mapping; Soil properties; Topography

Indexed keywords

DIGITAL ELEVATION MODEL; KRIGING; PHOSPHORUS; POTASSIUM; SLOPE ANGLE; SOIL CHEMISTRY;

TRITICUM AESTIVUM;

EID: 0036944448     PISSN: 13852256     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1021549107075     Document Type: Article

References (21)

1. Bailey, T. C. and Gatrell, A. C. 1995. Interactive Spatial Data Analysis (Addison Wesley Longman Limited. Essex, England), p. 162-166, 176-181, 213-215.
2. Bhatti, A. U., Mulla, D. J. and Frazier, B. E. 1991. Estimation of soil properties and wheat yields on complex eroded hills using geostatistics and Thermatic Mapper images. Remote Sensing of Environment 37, 181-191.
3. Bresler, E. and Laufer, A. 1988. Statistical inferences of soil properties and crop yields as spatial random functions. Soil Sci. Soc. Am. J. 52, 1234-1244.
4. Caprio, J. M., Cooksey, D. I., Jacobsen, J. S., Nielsen, G. A. and Roche, R. R. 1994. MAPS Atlas Version 5.0, Montana State University Extension Bulletin 125, Bozeman, MT.
5. Entz, T. and Chang, C. 1991. Evaluation of soil sampling schemes for geostatistical analyses: A case study for bulk density. Can J. Soil Sci. 71. 165-176.
6. Gessler, P. E., Moore, I. D., McKenzie, N. J. and Ryan, P. J. 1995. Soil-landscape modelling and spatial prediction of soil attributes. Int J. Geog. Inf. Sys. 9(4), 421-432.
7. Gessler, P. E., Chadwick, O. A., Chamran, R., Althouse, L. and Holmes, K. 2000. Modeling soil-landscape and ecosystem properties using terrain attributes. Soil Sci. Soc. Am. J. 64. 2046-2056.
8. Laslett, G. M., McBratney, A. B., Pahl, P. J. and Hutchinson, M. F. 1987. Comparison of several spatial prediction methods for soil pH. J. Soil Sci. 38, 325-341.
9. McKenzie, N. J. and Ryan, P. J. 1999. Spatial prediction of soil properties using environmental correlation. Geoderma 89(1-2), 67-94.
10. Moore, I. D., Gessler, P. E., Nielsen, G. A. and Peterson, G. A. 1993. Soil attribute prediction using terrain analysis. Soil Sci. Soc. Am. J. 57, 443-452.
11. Morkoc, F., Biggar, J. W., Nielsen, D. R. and Myers, D. E. 1987. Kriging with generalized covariances. Soil Sci. Soc. Am. J. 51(5), 1126-1131.
12. Odeh, I. O. A., McBratney, A. B. and Chittleborough, D. J. 1994. Spatial prediction of soil properties from landform attributes derived from a digital elevation model. Geoderma 63(3-4), 197-214.
13. Pozdnyakova, L. and Zhang, R. 1999. Geostatistical analyses of soil salinity in a large field. Precision Agriculture 1(2), 153-165.
14. Tabios, G. Q. and Salas, J. D. 1985. A comparative analysis of techniques for spatial interpolation of precipitation. Water Resources Bulletin 21, 365-380.
15. Trangmar, B. B., Yost, R. S. and Uehara, G. 1986. Spatial dependence and interpolation of soil properties in West Sumatra, Indonesia: II. Co-regionalization and co-kriging. Soil Sci. Soc. Am. J. 50, 1396-1400.
16. Varvel, G. E., Schlemmer, M. R. and Schepers, J. S. 1990. Precision Agriculture 1, 291-300.
17. Veseth, R. and Montagne, C. 1980. Geologic parent material of Montana soils. Montana Agric. Exp. Sta. Bulletin 721 (Montana St. Univ., Bozeman, MT and USDA-SCS, Bozeman, MT).
18. Wollenhaupt, N. C., Wolkowski, R. P. and Clayton, M. K. 1994. Mapping soil test phosphorus and potassium for variable-rate fertilizer application. J. Prod. Agric. 7, 441-448.
19. Wollenhaupt, N. C., Mulla, D. J. and Gotway-Crawford, C. A. 1997. American Society of Agronomy, Crop Science Society of America, and Soil Science Society of America, edited by F. J. Pierce and E. J. Sadler (Madison, WI), p. 19-54.
20. Yates, S. R. and Warrick, A. W. 1987. Estimating soil water content using cokringing. Soil Sci. Soc. Am. J. 51, 23-30.
21. Zhang, R., Shouse, P. and Yates, S. 1997. Use of pseudo-crossvariograms and co-kriging to improve estimates of soil solute concentrations. Soil Sci. Soc. Am. J. 61(5), 1342-1347.