Use of disjunctive cokriging to estimate soil organic matter from landsat thematic mapper image

International Journal of Remote Sensing

Volumn 20, Issue 8, 1999, Pages 1549-1565

  Ishida, T ^a   Ando, H ^b  

^a KAGAWA UNIVERSITY   (Japan)

^b YAMAGATA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CROPS; MAPPING; SAMPLING; SOILS;

LANDSAT THEMATIC MAPPER IMAGE; SOIL ORGANIC MATTER;

REMOTE SENSING;

AGRICULTURAL APPLICATION; KRIGING; LANDSAT THEMATIC MAPPER; ORGANIC MATTER; SOIL;

AIDU BASIN; HONSHU; JAPAN;

EID: 0033586917     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/014311699212605     Document Type: Article

References (25)

1. Abramowitz, M and Stegun A. 1965, Handbook of Mathematical Functions (New York: Dover Publications Inc.).
2. Baumgardner, M. F., Silva, L. F., Biehl, L. L., and Stoner, E. R., 1985, Reflectance properties of soils. Advances in Agronomy, 38, 1-44.
3. 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 thematic mapper images. Remote Sensing of Environment, 37, 181-191.
4. Cohen, W. B., Spies, T. a., and Bradshaw, G. A., 1990. Semivariograms of digital imagery for analysis of confier canopy structure. Remote Sensing of Environment, 34, 167-178.
5. DCJZK, 1991 Nihonno Kouchi Dojyo no Jittai to Taisaku (Tokyo: Hakuyusha) (in Japanese).
6. FAO-UNESCO, 1987, Soil Map of the World, Revised Legend, World Soil Resource Report 60 (amended 4th draft) (Paris: UNESCO).
7. Frazier, B. E., and Cheng, Y., 1989, Remote sensing of soils in the Eastern Palouse region with Landsat thematic mapper. Remote Sensing of Environment, 28, 317-325.
8. Gohin, F., and Langlois, G., 1993, Using geostatistics to merge in situ measurements and remotely-sensed observations of sea surface temperature. International Journal of Remote Sensing, 14, 9-19.
9. Hoshi, T., and Ishida, T., 1984, Experimental study on the spectral reflectance of paddy soils. Proceeding of the 5th Asian Conference on Remote Sensing, held in Katmandu, Nepal, on 15-18 November 1984 (Tokyo: Asian Association or Remote Sensing), pp. 31-39.
10. Hoyer, B. E., Hallberg, G. R., and Taranlk, J. V., 1974, Summary of Multispectral Flood Inundataion Mapping in Iowa, Public information circular 7 (Iowa: Iowa Geological Survey).
11. Ishida, T., and Ando, H., 1994a, Computer-assisted mapping of paddy-field soils I. Production of closely spaced data from sparse data on soil chemical properties. Soil Science and Plant Nutrition, 40, 391-402.
12. Ishida, T., and Ando, H., 1994b, Computer-assisted mapping of paddy-field soils II. Classification, mapping and significance. Soil Science and Plant Nutrition, 40, 403-414.
13. Ishida, T., Ando, H., and Fukuhara, M., 1991, Estimation of complex refractive index of soil particles and its dependence on soil chemical properties. Remote Sensing of Environment, 38, 173-182.
14. Journel, A. G., and Huijbregts, C. J., 1978, Mining Geostatistics (New York: Academic Press).
15. Jupp, D. L. B., Strahler, A. H., and Woodoook, C. E., 1988, Autocorrelation and egularis-ation in digital images I. Basic theory. IEEE Transactions of Geoscience and Remote Sensing, 26, 463-473.
16. Kneizys, F. X., Shettle, E. P., Abreu, L. W., Chetwynd, J. H., Anderson, G. P., Gallery, W. O., Selby, J. E. A., and Clough, S. A., 1988, Users Guide to LOWTRAN 7. Technical Report AFGL-TR-88-0177, Optical/Infrared Technology Division (Massachusetts: U.S. Air Force Geophysics Laboratory, Hascom Air Force Base).
17. MoBratney, A. B., and Webster, R., 1986, Choosing functions for semivariograms of soil properties and fitting them to sampling estimates. Journal of Soil Science, 37, 617-639.
18. Myers, D. E., 1982, Matrix formulation of co-kriging. Mathematical Geology, 14, 249-257.
19. R amstein, G., and R affy, M., 1989, Analysis of the structure of radiometric remotely-sensed images. International Journal of Remote Sensing, 10, 1049-1073.
20. Rendu, J. M., 1980, Disjunctive kriging: comparison of theory with actual results. Mathematical Geology, 12, 305- 321.
21. Shiga, H., Fukuhara, M., and Ogawa, S., 1989, Mapping soil organic matter of submerged paddy using Landsat TM data. Japanese Journal of Soil Science and Plant Nutrition, 60, 432- 436. (in Japanese with English summary)
22. Wada, G., Aragones, R. C., and Ando, H., 1991, Effect of slow release fertilizer (Meister) on the nitrogen uptake and yield of the rice plant in the tropics. Japanese Journal of Crop Science, 60, 101-106.
23. Woodoook, C. E., Strahler, A. H., and Jupp, D. L. B., 1988, The use of variograms in remote sensing. I. Scene models and simulated images. Remote Sensing of Environment, 25, 323-348.
24. Woodoook, C. E., Strahler, A. H., and Jupp, D. L. B., 1988, The use of variograms in remote sensing. II. Real digital images. Remote Sensing of Environment, 25, 349- 379.
25. Yates, S. R., 1986, Disjunctive kriging, 3, Cokriging. Water Resource Research, 22, 1371-1376.