Research Article
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 |
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