Occupancy Estimation and Modeling: Inferring Patterns and Dynamics of Species Occurrence
暫譯: 佔用估計與建模:推斷物種出現的模式與動態

Darryl I. MacKenzie, James D. Nichols, J. Andrew Royle, Kenneth H. Pollock, Larissa Bailey, James E. Hines

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商品描述

Occupancy Estimation and Modeling is the first book to examine the latest methods in analyzing presence/absence data surveys. Using four classes of models (single-species, single-season; single-species, multiple season; multiple-species, single-season; and multiple-species, multiple-season), the authors discuss the practical sampling situation, present a likelihood-based model enabling direct estimation of the occupancy-related parameters while allowing for imperfect detectability, and make recommendations for designing studies using these models.

* Provides authoritative insights into the latest in estimation modeling
* Discusses multiple models which lay the groundwork for future study designs
* Addresses critical issues of imperfect detectibility and its effects on estimation
* Explores the role of probability in estimating in detail

商品描述(中文翻譯)

佔用率估算與建模 是第一本探討分析存在/缺失數據調查最新方法的書籍。作者使用四類模型(單一物種、單一季節;單一物種、多季節;多物種、單一季節;以及多物種、多季節),討論實際的取樣情況,提出一種基於似然的模型,能夠直接估算與佔用率相關的參數,同時考慮到不完美的可檢測性,並對使用這些模型設計研究提出建議。

* 提供對最新估算建模的權威見解
* 討論多種模型,為未來的研究設計奠定基礎
* 解決不完美可檢測性及其對估算影響的關鍵問題
* 詳細探討概率在估算中的角色