Soil Spectral Inference with R

Soil Spectral Inference with R

Analysing Digital Soil Spectra using the R Programming Environment

Fajardo, Mario; McBratney, Alex B.; Malone, Brendan; Wadoux, Alexandre M.J.-C.; Minasny, Budiman

Springer Nature Switzerland AG

02/2021

247

Dura

Inglês

9783030648954

15 a 20 dias

565

Descrição não disponível.
1. Introduction.- 2. Getting Started with R.- 3. Material.- 4. Data Handling of Spectra.- 5. Pre-Processing of Spectra.- 6. Similarity between Spectra and the Detection of Outlier.- 7. Selection of the Calibration Sample.- 8. Estimating Soil Properties and Classes from Spectra.- 9. Spectral Transformation.
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Numerous step-by-step tutorials to process soil spectral data;Fully reproducible figures and results presented in the book;Simple and intuitive explanations on using soil spectral data;Include data from past authors research;Beginner to advanced processing of soil infrared data