IKONOS imagery to estimate surface soil property variability in two Alabama physiographies

Soil Science Society of America Journal

Volumn 69, Issue 6, 2005, Pages 1789-1798

  Sullivan, Dana G ^a   Shaw, J N ^b   Rickman, D ^c  

^a SOUTHEAST WATERSHED RESEARCH LABORATORY   (United States)

^b AUBURN UNIVERSITY   (United States)

^c NASA MARSHALL SPACE FLIGHT CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; FUZZY SETS; IMAGE PROCESSING; KAOLIN; REGRESSION ANALYSIS; SURFACE PROPERTIES;

MULTISPECTRAL DATA; NUTRIENTS; SOIL PROPERTIES; SOIL-MAPPING TOOLS;

SOIL SURVEYS;

IKONOS; REMOTE SENSING; SOIL PROPERTY;

ALABAMA; NORTH AMERICA; UNITED STATES; WESTERN HEMISPHERE; WORLD;

EID: 27644478749     PISSN: 03615995     EISSN: None     Source Type: Journal    
DOI: 10.2136/sssaj2005.0071     Document Type: Article

References (35)

1. Al-Abbas, A.H., P.H. Swain, and M.F. Baumgardner. 1972. Relating organic matter and clay content to multispectral radiance. Soil Sci. 114:477-485.
2. Agassi, M.J., I. Shainberg, and J. Morin. 1981. Effect of electrolyte concentration and soil sodicity on the infiltration rate and crust formation. Soil Sci. Soc. Am. J. 45:848-851.
3. Ahn, C.W., M.F. Baumgardner, and L.L. Biehl. 1999. Delineation of soil variability using geostatistics and fuzzy clustering analyses of hyperspectral data. Soil Sci. Soc. Am. J. 63:142-150.
4. Atkinson, P.M., R. Webster, and P.J. Curran. 1994. Co-kriging with airborne MSS. Remote Sens. Environ. 50:335-345.
5. Baumgardner, M.F., S.J. Kristof, C.J. Johannsen, and A.L. Zachary. 1970. Effects of organic matter on the multispectral properties of soil. Proc. Indiana Acad. Sci. 79:413-422.
6. Barnes, E.M., and M.G. Baker. 2000. Multispectral data for mapping soil texture: Possibilities and limitations. Appl. Eng. Agric. 16:731-741.
7. Ben-Dor, E., N. Goldshleger, Y. Benyamini, M. Agassi, and D.G. Blumberg. 2003. The spectral reflectance properties of soil structural crusts in the 1.2- to 2.5-μm spectral region. Soil Sci. Soc. Am. J. 67:289-299.
8. Bishop, T.F.A., and A.B. McBratney. 2001. A comparison of prediction methods for the creation of field-extent soil property maps. Geoderma 103:149-160.
9. Cambardella, C.A., T.B. Moorman, J.M. Novak, T.B. Parkin, D.L. Karlen, R.F. Tuco, and A.E. Konopka. 1994. Field-scale variability of soil properties in Central Iowa soils. Soil Sci. Soc. Am. J. 58:1501-1511.
10. Campbell, C.R. 1992. Plant analysis and reference procedures for the southern region of the United States. Southern Coop. Ser. Bull. 368. The Georgia Agricultural Experiment Stations College of Agricultural and Environmental Sciences, Athens, GA.
11. Coleman, L., and O.L. Montgomery. 1987. Soil moisture, organic matter, and iron content effect on the spectral characteristics of selected vertisols and alfisols in Alabama. Am. Soc. Photogramm. 53:1659-1663.
12. ERDAS. 2002. ERDAS Imagine 8.6 Online Manuals. Leica Geosystems GIS & Mapping, LLC, Atlanta, GA.
13. Eshel, G., G.J. Levy, and M.J. Singer. 2004. Spectral reflectance properties of crusted soils under solar illumination. Soil Sci. Soc. Am. J. 68:1982-1991.
14. Franzen, D.W., and T.R. Peck. 1995. Field soil sampling density for variable rate fertilization. J. Prod. Agric. 8:568-574.
15. Franzen, D.W., A.D. Halvorson, J. Krupinsky, V.L. Hofman, and L.J. Cihacek. 1998. Directed sampling using topography as a logical basis. p. 1559-1568. In P.C. Robert et al. (ed.) Precision Agriculture, Proc. Of the 4th International Conference, St Paul, MN. 19-22 July. 1998. ASA, CSSA, and SSSA, Madison, WI.
16. Fridgen, J.J., C.W. Fraisse, N.R. Kitchen, and K.A. Sudduth. 2000. Delineation and analysis of site-specific management zones. p. 402-410. In Second International Conference on Geospatial Information in Agriculture and Forestry, Lake Buena Vista, FL. 10-12 Jan. 2000.
17. Fridgen, J.J., N.R. Kitchen, K.A. Sudduth, S.T. Drummond, W.J. Wiebold, and C.W. Fraisse. 2004. Management zone analyst (MZA): Software for subfield management zone delineation. Agron. J. 96:100-108.
18. Henderson, T.L., M.F. Baumgardner, D.P. Franzmeier, D.E. Scott, and D.C. Coster. 1992. High dimensional reflectance analysis of soil organic matter. Soil Sci. Soc. Am. J. 56:865-872.
19. Jackson, M.L. 1975. Soil chemical analysis- advanced course. M.L. Jackson, Madison, WI.
20. Johnson, R.J., P.G. Lucey, K.A. Horton, and E.M. Winter. 1998. Infrared measurements of pristine and disturbed soils 1. Spectral contrast differences between field and laboratory data. Remote Sens. Environ. 64:34-46.
21. Kilmer, V.J., and L.T. Alexander. 1949. Methods of making mechanical analysis of soils. Soil Sci. 68:1-24.
22. Kruse, F.A. 1988. Use of airborne imaging spectrometer data to map minerals associated with hydothermically altered rocks in the northern Grapevine Mountains, Nevada and California. Remote Sens. Environ. 24:31-51.
23. Mathews, H.L., R.L. Cunningham, and G.W. Petersen. 1973. Spectral reflectance of selected Pennsylvania soils. Soil Sci. Soc. Am. J. 37:421-424.
24. Matthias, A.D., A. Fimbres, E.E. Sano, D.F. Post, L. Accioly, A.K. Batchily, and L.G. Ferreira. 2000. Surface roughness effects on soil albedo. Soil Sci. Soc. Am. J. 64:1035-1041.
25. Odeh, I.O.H., A.B. McBratney, and D.J. Chittleborough. 1995. Further results on prediction of soil properties from terrain attributes: Heterotropic co-kriging and regression/kriging. Geoderma 67:215-225.
26. Salisbury, J.W., and D.M. D'Aria. 1992. Infrared (8-14 μm) remote sensing of soil particle size. Remote Sens. Environ. 42:157-165.
27. Shaw, J.N., D.W. Reeves, and C.C. Truman. 2003. Iron and Aluminum Clay mineralogy and dispersibility of soil and sediment derived from Rhodic Paleudults. Soil Sci. 168:168:209-217.
28. Shaw, J.N., C.C. Truman, and D.W. Reeves. 2002. Mineralogy of eroded sediments derived from highly weathered soils. Soil Tillage Res. 68:59-69.
29. Stoner, E.R., and M.F. Baumgardner. 1981. Characteristic variations in reflectance of surface soils. Soil Sci. Soc. Am. J. 45:1161-1165.
30. Sudduth, K.A., and J.W. Hummel. 1991. Evaluation of reflectance methods for soil organic matter sensing. Trans. Am. Soc. Agric. Eng. 34:1900-1909.
31. Thomasson, J.A., R. Sui, M.S. Cox, and A. Al-Rajehy. 2001. Soil reflectance sensing for determining soil properties in precision agriculture. Trans. Am. Soc. Agric. Eng. 44:1445-1453.
32. Triantafilis, J., W.T. Ward, I.O.A. Odeh, and A.B. McBratney. 2001. Creation and interpolation of the continuous soil layer classes in the lower Naomi Valley. Soil Sci. Soc. Am. J. 65:403-413.
33. Young, F.J., and R.D. Hammer. 2000. Defining geographic soil bodies by landscape position, soil taxonomy, and cluster analysis. Soil Sci. Soc. Am. J. 64:989-998.
34. Zamudio, J.A., and W.W. Atkinson. 1990. Analysis of AVIRIS data for spectral discrimination of geologic materials in the Dolly Varden Mountains, Nevada. p. 162-166. In Proc. The 2nd Airborne Visible/Infrared Imaging Spectrometer (AVIRIS) Workshop, JPL Publication 90-54, Jet Propulsion Laboratory, Pasadena, CA.
35. Zhang, R., A.W. Warrick, and D.E. Meyers. 1992. Improvement of the prediction of particle size fractions using spectral indices. Geoderma 52:223-234.