Ch. Wilcox et al., RELATIONSHIP BETWEEN SOIL ORGANIC-CARBON AND LANDSAT TM DATA IN EASTERN WASHINGTON, Photogrammetric engineering and remote sensing, 60(6), 1994, pp. 777-781
Analysis of digital-data from Landsat Thematic Mapper (TM) images has
been proposed as a complementary method for estimating surface organic
carbon levels of soils. Our objective was to establish the relationsh
ip between soil organic carbon (SOC) and a selected transformation of
TM band ratios corresponding to the soil component values in the Palou
se region of eastern Washington State. TM data and surface SOC measure
ments were obtained and evaluated using linear regression methods at f
our field-sites. Results showed that regression models, each pooled wi
th two field-sites (Plaza and Pullman, Thera and St. John) were approp
riate for the data. Significant (P less-than-or-equal-to 0.01) regress
ions between surface SOC and TM data were detected for both functions,
and r2 values (0.88 and 0.71) also indicated a strong linear associat
ion. Plots of TM data and surface SOC showed a general trend toward hi
gher SOC with higher Tm values, suggesting a useful relationship.