Separability of soils in a tallgrasss prairie using SPOT and DEM data

作者: H SU , E KANEMASU , M RANSOM , S YANG

DOI: 10.1016/0034-4257(90)90027-J

关键词: Digital elevation modelRemote sensingData processingSatellite imagerySatelliteGeologyImage processingSoil surveySoil scienceSoil waterSoil map

摘要: Abstract A sufficient transformation technique is important in using computer-aided soil pattern recognition to interpret soils surveys. This study was conducted the Systeme Probatoire d'Observation de le Terre (SPOT) satellite images and Digital Elevation Model (DEM) data separate five major a tallgrass prairie near Manhattan, Kansas. The high resolution SPOT were integrated with DEM data. sampled classified conventional survey procedures. canonical used extract features from pairwise transformed divergence analysis also evaluate several variables order sufficiently soils. Consequently, two derived training samples selected. Our results suggest that canonically superior combined High can be aid second-order surveys grasslands.

参考文章(23)
Kyoo-seock Lee, G. B. Lee, E. J. Tyler, Thematic Mapper and Digital Elevation Modeling of Soil Characteristics in Hilly Terrain Soil Science Society of America Journal. ,vol. 52, pp. 1104- 1107 ,(1988) , 10.2136/SSSAJ1988.03615995005200040039X
Haiping Su, M. D. Ransom, E. T. Kanemasu, Detecting Soil Information on a Native Prairie Using Landsat TM and SPOT Satellite Data Soil Science Society of America Journal. ,vol. 53, pp. 1479- 1483 ,(1989) , 10.2136/SSSAJ1989.03615995005300050030X
R. A. Weismiller, I. D. Persinger, O. L. Montgomery, Soil Inventory From Digital Analysis of Satellite Scanner and Topographic Data1 Soil Science Society of America Journal. ,vol. 41, pp. 1166- 1170 ,(1977) , 10.2136/SSSAJ1977.03615995004100060031X
David R. Thompson, Keith E. Henderson, Evaluation of Thematic Mapper for Detecting Soil Properties Under Grassland Vegetation IEEE Transactions on Geoscience and Remote Sensing. ,vol. GE-22, pp. 319- 323 ,(1984) , 10.1109/TGRS.1984.350627
Barry Haack, Nevin Bryant, Steven Adams, An assessment of Landsat MSS and TM data for urban and near-urban land-cover digital classification Remote Sensing of Environment. ,vol. 21, pp. 201- 213 ,(1987) , 10.1016/0034-4257(87)90053-8
R.L. Weiser, G. Asrar, G.P. Miller, E.T. Kanemasu, Assessing grassland biophysical characteristics from spectral measurements Remote Sensing of Environment. ,vol. 20, pp. 141- 152 ,(1986) , 10.1016/0034-4257(86)90019-2
P. J. Sellers, F. G. Hall, G. Asrar, D. E. Strebel, R. E. Murphy, The First ISLSCP Field Experiment (FIFE) Bulletin of the American Meteorological Society. ,vol. 69, pp. 22- 27 ,(1988) , 10.1175/1520-0477(1988)069<0022:TFIFE>2.0.CO;2
Frederick C. Westin, C. J. Frazee, LANDSAT-1 data, its use in a soil survey program Soil Science Society of America Journal. ,vol. 40, pp. 81- 89 ,(1976) , 10.2136/SSSAJ1976.03615995004000010024X
D. R. Thompson, R. H. Haas, M. H. Milford, Evaluation of Landsat Multispectral Scanner data for mapping vegetated soil landscapes Soil Science Society of America Journal. ,vol. 45, pp. 91- 95 ,(1981) , 10.2136/SSSAJ1981.03615995004500010020X
D. R. Thompson, K. E. Henderson, Detecting Soils under Cultural Vegetation Using Digital Landsat Thematic Mapper Data1 Soil Science Society of America Journal. ,vol. 48, pp. 1316- 1319 ,(1984) , 10.2136/SSSAJ1984.03615995004800060023X