Combining Partial Least Squares and the Gradient-Boosting Method for Soil Property Retrieval Using Visible Near-Infrared Shortwave Infrared Spectra
Soil spectroscopy has experienced a tremendous increase in soil property characterisation, and can be used not only in the laboratory but also from the space (imaging spectroscopy). Partial least squares (PLS) regression is one of the most common approaches for the calibration of soil properties usi...
Main Authors: | Liu, Lanfa, Ji, Min, Buchroithner, Manfred F. |
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Other Authors: | Molecular Diversity Preservation International (MDPI), |
Format: | Article |
Language: | English |
Published: |
Saechsische Landesbibliothek- Staats- und Universitaetsbibliothek Dresden
2018
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Subjects: | |
Online Access: | http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-232271 http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-232271 http://www.qucosa.de/fileadmin/data/qucosa/documents/23227/remotesensing-09-01299.pdf |
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