Support Vector Machine Regression

Use of Different Chemometric Approaches for an Estimation of Soil Properties at Field Scale with near Infrared Spectroscopy
Abstract Visible and near infrared spectroscopy (vis-NIRS) may be useful for an estimation of soil properties in arable fields, but the …
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Multi-Method Ensemble Selection of Spectral Bands Related to Leaf Biochemistry
Multi-method ensembles are generally believed to return more reliable results than the application of one method alone. Here, we test …
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Comparing Different Multivariate Calibration Methods for the Determination of Soil Organic Carbon Pools with Visible to near Infrared Spectroscopy
A successful determination of spectrally active soil components with visible and near infrared reflectance spectroscopy (VIS-NIRS, …
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