Advanced Statistical Analysis for Soil Scientists
暫譯: 土壤科學家的進階統計分析
Souza, Tancredo
- 出版商: Springer
- 出版日期: 2025-06-25
- 售價: $5,390
- 貴賓價: 9.5 折 $5,121
- 語言: 英文
- 頁數: 143
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031881605
- ISBN-13: 9783031881602
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相關分類:
機率統計學 Probability-and-statistics
海外代購書籍(需單獨結帳)
相關主題
商品描述
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.
商品描述(中文翻譯)
在不斷發展的土壤科學領域，先進的統計分析已成為理解複雜土壤過程的必要工具。《應用先進統計分析手冊》提供了現代統計方法的全面指南，如 PERMANOVA、ANOSIM、PCA、NMDS、RDA 和 SEM，專門針對土壤科學研究。透過實際範例和案例研究，本書展示了如何應用這些技術來分析複雜數據集、識別模式以及建模土壤生態系統中的互動。它提供了數據準備、分析和解釋的逐步指導，對於學生、早期職業研究者和土壤科學專業人士來說，都是一個寶貴的資源。
通過將理論基礎與實際應用相結合，《應用先進統計分析手冊》提供了進行嚴謹研究所需的分析工具，促進科學知識的貢獻，並應對可持續土地管理中的挑戰。本書是掌握土壤科學中先進統計方法的重要資源。
作者簡介
Tancredo Souza is a Visiting Professor at the Department of Agriculture, Federal University of Paraiba, Brazil. His research focuses on the effects of land use on the diversity of soil organisms in tropical and subtropical ecosystems. He is particularly interested in plant-soil interactions, the ecology of mycorrhizal fungi, and biogeochemistry. Additionally, he has expertise in multivariate statistical analysis, applying techniques such as PCA, CCA, RDA, NMDS, and SEM to interpret complex soil data. He holds a Bachelor's degree in Agronomy, a Master's degree in Soil and Water Management and Conservation, and a Ph.D. in Soil Sciences from the Federal University of Paraíba, Brazil, and the University of Coimbra, Portugal.
Affiliation: Federal University of Paraiba, Department of Agriculture, Campus III, Bananeiras, Paraiba, Brazil
作者簡介(中文翻譯)
Tancredo Souza 是巴西帕拉伊巴聯邦大學農業系的訪問教授。他的研究專注於土地使用對熱帶和亞熱帶生態系統中土壤生物多樣性的影響。他特別對植物-土壤互動、菌根真菌的生態學以及生物地球化學感興趣。此外，他在多變量統計分析方面具有專業知識，應用主成分分析（PCA）、典型相關分析（CCA）、冗餘分析（RDA）、非度量多維尺度分析（NMDS）和結構方程模型（SEM）等技術來解釋複雜的土壤數據。他擁有巴西帕拉伊巴聯邦大學的農學學士學位、土壤與水資源管理與保護的碩士學位，以及來自巴西帕拉伊巴聯邦大學和葡萄牙科英布拉大學的土壤科學博士學位。
隸屬機構：巴西帕拉伊巴聯邦大學農業系，第三校區，巴納內拉斯，帕拉伊巴，巴西
