Use of Machine Learning Models for Prediction of Organic Carbon and Nitrogen in Soil from Hyperspectral Imagery in Laboratory

Table 4

Bands with moderately high correlations for the soil OC and total N variables.

Transformation	Bands correlated (nm)
Reflectance	566–879
Absorbance	544–934
SNV	495–506, 733–842, 1410, 1415
Detrend	490–550, 652–836, 1377–1426, 2059–2081
MSC	1410, 1415, 1417
1° der SG	528–593, 815, 932, 1923–1933