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Reproducible Research Compendium for "Improving Models to Predict Holocellulose and Klason Lignin Contents for Peat Soil Organic Matter with Mid-Infrared Spectra" and "The need to reinterpret Hodgkins et al. (2018)".
We explored various approaches to deal with high-dimensional data in this study, and we compared them using simulation and soil datasets. We discovered that grouping had a significant impact on model correctness and error reduction. For the core projection step, we first looked at the properties of all the algorithms and how they function to com…
SAMUEL-ROSA, A.; MOURA-BUENO, J. M.; DALMOLIN, R. S. D. Replacing the (inefficient) manual runoff sampling method used in Brazil – a prototype sample splitter. Scientia Agricola, v. 78, n. 4, p. e20190117, 2021.