03264nam 22006495 450 991101177070332120250624130248.0978303188161910.1007/978-3-031-88161-9(CKB)39449924800041(MiAaPQ)EBC32176045(Au-PeEL)EBL32176045(OCoLC)1525430921(DE-He213)978-3-031-88161-9(EXLCZ)993944992480004120250624d2025 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierAdvanced Statistical Analysis for Soil Scientists /by Tancredo Souza1st ed. 2025.Cham :Springer Nature Switzerland :Imprint: Springer,2025.1 online resource (165 pages)9783031881602 PERMANOVA -- Analysis of Similarities (ANOSIM) -- Multiple Regression -- Principal component analysis (PCA) -- Redundancy analysis (RDA) -- Non-metric muldimensional scaling (NMDS) -- Canonical correspondence analysis (CCA) -- Structural equation modelling (SEM).In the evolving field of soil science, advanced statistical analysis has become essential for understanding complex soil processes. Handbook of Advanced Statistical Analysis Applied offers a comprehensive guide to modern statistical methods such as PERMANOVA, ANOSIM, PCA, NMDS, RDA, and SEM, tailored specifically for soil science research.Through practical examples and case studies, the book demonstrates how these techniques can be applied to analyze complex datasets, identify patterns, and model interactions within soil ecosystems. It provides step-by-step guidance on data preparation, analysis, and interpretation, making it a valuable resource for students, early-career researchers, and professionals in soil science. By combining theoretical foundations with practical applications, Handbook of Advanced Statistical Analysis Applied presentes analytical tools needed to conduct rigorous research, contribute to scientific knowledge, and address challenges in sustainable land management. This book serves as a critical resource for mastering advanced statistical approaches in soil science.Soil scienceArtificial intelligenceData processingMultivariate analysisStatisticsRobust statisticsSoil ScienceData ScienceMultivariate AnalysisStatistical Theory and MethodsSystem RobustnessSoil science.Artificial intelligenceData processing.Multivariate analysis.Statistics.Robust statistics.Soil Science.Data Science.Multivariate Analysis.Statistical Theory and Methods.System Robustness.631.4Souza Tancredo1060399MiAaPQMiAaPQMiAaPQBOOK9911011770703321Advanced Statistical Analysis for Soil Scientists4400395UNINA