组装图是生态组装的罗塞塔石碑

IF 4.3 2区 生物学 Q2 MICROBIOLOGY Environmental microbiology Pub Date : 2025-01-13 DOI:10.1111/1462-2920.70030
Chuliang Song
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引用次数: 0

摘要

生态集合--通过物种引入形成生态群落的过程--最近在动态、信息和概率方法方面取得了令人振奋的理论进展。然而,非理论学家往往无法理解这些理论,也缺乏统一的视角。在此,我介绍装配图,作为连接这些新兴理论的整合工具。组装图直观地表示组装动态,其中节点表示物种组合,边表示物种引入驱动的过渡。通过集合图的视角,我回顾了生态过程如何减少随机物种到达的不确定性(信息方法),确定了保证物种共存的图形属性,并研究了动态模型如何约束集合图的拓扑结构(动态方法),以及在信息不完全的情况下量化过渡概率(概率方法)。为了便于实证检验,我还回顾了将复杂的集合图分解成更小的、可测量的组成部分的方法,以及得出实证集合图的计算工具。总之,这篇数学之光对理论进展的回顾,旨在促进实证研究,以实现对生态组装的预测性理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Assembly Graph as the Rosetta Stone of Ecological Assembly

Ecological assembly—the process of ecological community formation through species introductions—has recently seen exciting theoretical advancements across dynamical, informational, and probabilistic approaches. However, these theories often remain inaccessible to non-theoreticians, and they lack a unifying lens. Here, I introduce the assembly graph as an integrative tool to connect these emerging theories. The assembly graph visually represents assembly dynamics, where nodes symbolise species combinations and edges represent transitions driven by species introductions. Through the lens of assembly graphs, I review how ecological processes reduce uncertainty in random species arrivals (informational approach), identify graphical properties that guarantee species coexistence and examine how the class of dynamical models constrain the topology of assembly graphs (dynamical approach), and quantify transition probabilities with incomplete information (probabilistic approach). To facilitate empirical testing, I also review methods to decompose complex assembly graphs into smaller, measurable components, as well as computational tools for deriving empirical assembly graphs. In sum, this math-light review of theoretical progress aims to catalyse empirical research towards a predictive understanding of ecological assembly.

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来源期刊
Environmental microbiology
Environmental microbiology 环境科学-微生物学
CiteScore
9.90
自引率
3.90%
发文量
427
审稿时长
2.3 months
期刊介绍: Environmental Microbiology provides a high profile vehicle for publication of the most innovative, original and rigorous research in the field. The scope of the Journal encompasses the diversity of current research on microbial processes in the environment, microbial communities, interactions and evolution and includes, but is not limited to, the following: the structure, activities and communal behaviour of microbial communities microbial community genetics and evolutionary processes microbial symbioses, microbial interactions and interactions with plants, animals and abiotic factors microbes in the tree of life, microbial diversification and evolution population biology and clonal structure microbial metabolic and structural diversity microbial physiology, growth and survival microbes and surfaces, adhesion and biofouling responses to environmental signals and stress factors modelling and theory development pollution microbiology extremophiles and life in extreme and unusual little-explored habitats element cycles and biogeochemical processes, primary and secondary production microbes in a changing world, microbially-influenced global changes evolution and diversity of archaeal and bacterial viruses new technological developments in microbial ecology and evolution, in particular for the study of activities of microbial communities, non-culturable microorganisms and emerging pathogens
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