Soil spectral inference with R analysing digital soil spectra using the R programming environment / [electronic resource] :

• 其他作者：
  • Wadoux, Alexandre M.J.-C.
  • SpringerLink (Online service)
• 其他題名：
  • Progress in soil science.
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： Progress in soil science,
• 主題： Soils--Analysis. , Spectrum analysis--Computer programs. , Agriculture. , Environmental monitoring. , Earth sciences. , Agriculture. , Monitoring/Environmental Analysis. , Environment, general. , Earth Sciences, general.
• ISBN： 9783030648961 (electronic bk.) 、 9783030648954 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: 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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• 摘要註: This book provides a didactic overview of techniques for inferring information from soil spectroscopic data, and the codes in the R programming language for performing such analyses. It is intended for students, researchers and practitioners looking to infer soil information from spectroscopic data, focusing mainly on, but not restricted to, the infrared range of the electromagnetic spectrum. Little prior knowledge of the R programming language or digital soil spectra is required. We work through the steps to process spectroscopic data systematically.
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