Using R for digital soil mapping

• 作者： Malone, Brendan P., author.
• 其他作者：
  • Minasny, Budiman, author.
  • McBratney, Alex B., author.
  • 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： Digital soil mapping. , R (Computer program language) , Environment. , Soil Science & Conservation. , Geographical Information Systems/Cartography. , Math. Appl. in Environmental Science. , Statistics and Computing/Statistics Programs.
• ISBN： 9783319443270 (electronic bk.) 、 9783319443256 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Digital soil mapping -- R literacy for digital soil mapping -- Getting spatial in R-. Preparatory and exploratory data analysis for digital soil mapping -- Continuous soil attribute modeling and mapping -- Categorical soil attribute modeling and mapping -- Some methods for the quantification of prediction uncertainties for digital soil mapping -- Using digital soil mapping to update, harmonize and disaggregate legacy soil maps -- Combining continuous and categorical modeling: Digital soil mapping of soil horizons and their depths -- Digital soil assessment: A simple enterprise suitability example.
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• 摘要註: This book describes and provides many detailed examples of implementing Digital Soil Mapping (DSM) using R. The work adheres to Digital Soil Mapping theory, and presents a strong focus on how to apply it. DSM exercises are also included and cover procedures for handling and manipulating soil and spatial data in R. The book also introduces the basic concepts and practices for building spatial soil prediction functions, and then ultimately producing digital soil maps.
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