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• W2501011259 abstract "This chapter looks at predictive soil mapping, a growing branch of soil science. Vasily Dokuchaev explicitly defined the central idea and statement of the problem of predictive digital soil mapping n 1886. In predictive soil mapping, it is common to use morphometric variables as key predictors of soil properties. We briefly review predictive soil-mapping methods developed in the precomputer era. Then we present a classification and a brief review of predictive soil-mapping methods based on digital terrain modeling and various mathematical approaches (i.e., multiple regression analysis, hybrid geostatistical approaches, fuzzy logic, discriminant analysis, artificial neural networks, decision trees, etc.). We also discuss problems of small-scale soil prediction and upscaling of relationships in the “topography–soil” system. Finally, we describe our approach to mapping the spatial distribution of physical, chemical, and biological soils based on digital terrain modeling and multiple regression analysis." @default.
• W2501011259 created "2016-08-23" @default.
• W2501011259 creator A5020287784 @default.
• W2501011259 date "2012-01-01" @default.
• W2501011259 modified "2023-09-26" @default.
• W2501011259 title "Predictive Soil Mapping" @default.
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