TY - BOOK ID - 19376532 TI - Using R for Digital Soil Mapping AU - Malone, Brendan P. AU - Minasny, Budiman. AU - McBratney, Alex B. PY - 2017 SN - 3319443259 3319443275 PB - Cham : Springer International Publishing : Imprint: Springer, DB - UniCat KW - Soil Science & Conservation. KW - Math. Appl. in Environmental Science. KW - Digital soil mapping. KW - Predictive soil mapping KW - Environment. KW - Geographical information systems. KW - Statistics. KW - Environmental sciences. KW - Soil science. KW - Soil conservation. KW - Geographical Information Systems/Cartography. KW - Statistics and Computing/Statistics Programs. KW - R (Computer program language) KW - GNU-S (Computer program language) KW - Domain-specific programming languages KW - Soil mapping KW - Mathematical statistics. KW - Mathematics KW - Statistical inference KW - Statistics, Mathematical KW - Statistics KW - Probabilities KW - Sampling (Statistics) KW - Environmental science KW - Science KW - Geographical information systems KW - GIS (Information systems) KW - Information storage and retrieval systems KW - Conservation of soil KW - Erosion control, Soil KW - Soil erosion KW - Soil erosion control KW - Soils KW - Agricultural conservation KW - Soil management KW - Statistical methods KW - Geography KW - Control KW - Prevention KW - Conservation KW - Statistics . KW - Statistical analysis KW - Statistical data KW - Statistical science KW - Econometrics KW - Pedology (Soil science) KW - Agriculture KW - Earth sciences KW - R (Computer program language). UR - https://www.unicat.be/uniCat?func=search&query=sysid:19376532 AB - 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. ER -