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Null model approaches to evaluating the relative role of different assembly processes in shaping ecological communities
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Assessing the scale-specific importance of niches and other spatial processes on beta diversity: a case study from a temperate forest
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Spatial and environmental factors contributing to patterns in arboreal and terrestrial oribatid mite diversity across spatial scales
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Is there an ecological basis for species abundance distributions?
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Biotic homogenization and differentiation of soil faunal communities in the production forest landscape: taxonomic and functional perspectives
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Community and species responses by birds to group retention in a coastal temperate forest on Vancouver Island, British Columbia
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The case for ecological neutral theory
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Stochastic and deterministic processes interact in the assembly of desert microbial communities on a global scale
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Turnover of soil bacterial diversity driven by wide-scale environmental heterogeneity
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Niche tradeoffs, neutrality, and community structure: A stochastic theory of resource competition, invasion, and community assembly
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A latitudinal diversity gradient in planktonic marine bacteria
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Temperature dependence, spatial scale, and tree species diversity in eastern Asia and North America
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Conversion of the Amazon rainforest to agriculture results in biotic homogenization of soil bacterial communities
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Comparing Classical Community Models: Theoretical Consequences for Patterns of Diversity
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Advances, challenges and a developing synthesis of ecological community assembly theory
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Disentangling the importance of ecological niches from stochastic processes across scales
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Contrasting changes in taxonomic, phylogenetic and functional diversity during a long‐term succession: insights into assembly processes
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Undersampling and the measurement of beta diversity
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Beta‐diversity in temperate and tropical forests reflects dissimilar mechanisms of community assembly
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Drivers of β-diversity along latitudinal gradients revisited
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Community assembly processes shape an altitudinal gradient of forest biodiversity
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Relative role of deterministic and stochastic determinants of soil animal community: a spatially explicit analysis of oribatid mites
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Testing the spatial phylogenetic structure of local communities: statistical performances of different null models and test statistics on a locally neutral community
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The stratification theory for plant coexistence promoted by one‐sided competition
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Interspecific differences in determinants of plant species distribution and the relationships with functional traits
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Using functional traits and phylogenetic trees to examine the assembly of tropical tree communities
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Neutral theory and community ecology
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A new statistical approach for assessing similarity of species composition with incidence and abundance data
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Species abundance distributions: moving beyond single prediction theories to integration within an ecological framework
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The implicit assumption of symmetry and the species abundance distribution
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Coexistence through spatio‐temporal heterogeneity and species sorting in grassland plant communities
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Loss of functional diversity under land use intensification across multiple taxa
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Navigating the multiple meanings of β diversity: a roadmap for the practicing ecologist
inferredcites →https://doi.org/10.1111/j.1461-0248.2011.01663.xopenalex-snapshot
Community assembly: alternative stable states or alternative transient states?
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Intensive agriculture erodes β‐diversity at large scales
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Partitioning the turnover and nestedness components of beta diversity
inferredcites →https://doi.org/10.1111/j.1466-8238.2011.00682.xopenalex-snapshot
The quest for trait convergence and divergence in community assembly: are null‐models the magic wand?
inferredcites →https://doi.org/10.1111/j.1466-8238.2011.00694.xopenalex-snapshot
Determining the relative roles of species replacement and species richness differences in generating beta‐diversity patterns
inferredcites →https://doi.org/10.1111/j.1466-8238.2012.00770.xopenalex-snapshot
The variation of tree beta diversity across a global network of forest plots
inferredcites →https://doi.org/10.1111/j.1466-8238.2012.00780.xopenalex-snapshot
Stochastic and deterministic drivers of spatial and temporal turnover in breeding bird communities
inferredcites →https://doi.org/10.1111/j.1469-185x.2011.00187.xopenalex-snapshot
Ecological assembly rules in plant communities—approaches, patterns and prospects
inferredcites →https://doi.org/10.1111/j.1600-0587.2013.00329.xopenalex-snapshot
Introducing the biogeographic species pool
inferredcites →https://doi.org/10.1111/j.1600-0706.2009.16753.xopenalex-snapshot
Spatial distributions of tree species in a subtropical forest of China
inferredcites →https://doi.org/10.1111/j.1600-0706.2011.20301.xopenalex-snapshot
Statistical challenges in null model analysis
inferredcites →https://doi.org/10.1126/science.1187820openalex-snapshot
Stochastic Community Assembly Causes Higher Biodiversity in More Productive Environments
inferredcites →https://doi.org/10.1126/science.1208584openalex-snapshot
Disentangling the Drivers of β Diversity Along Latitudinal and Elevational Gradients
inferredcites →https://doi.org/10.1126/science.1215182openalex-snapshot
Global Correlations in Tropical Tree Species Richness and Abundance Reject Neutrality
inferredcites →https://doi.org/10.1126/science.1216393openalex-snapshot
Comment on “Disentangling the Drivers of β Diversity Along Latitudinal and Elevational Gradients”
inferredcites →https://doi.org/10.1126/science.1216450openalex-snapshot
Comment on “Disentangling the Drivers of β Diversity Along Latitudinal and Elevational Gradients”
inferredcites →https://doi.org/10.1126/science.288.5470.1414openalex-snapshot
Spatial Patterns in the Distribution of Tropical Tree Species
inferredcites →https://doi.org/10.1890/0012-9658(2000)081[2606:nmaosc]2.0.co;2openalex-snapshot
NULL MODEL ANALYSIS OF SPECIES CO-OCCURRENCE PATTERNS
inferredcites →https://doi.org/10.1890/0012-9658(2002)083[1771:tuntob]2.0.co;2openalex-snapshot
The Unified Neutral Theory of Biodiversity and Biogeography
inferredcites →https://doi.org/10.1890/07-0270.1openalex-snapshot
DIVERSITY–INVASIBILITY ACROSS AN EXPERIMENTAL DISTURBANCE GRADIENT IN APPALACHIAN FORESTS
inferredcites →https://doi.org/10.1890/09-2157.1openalex-snapshot
Null model analysis of species associations using abundance data
inferredcites →https://doi.org/10.1890/11-0402.1openalex-snapshot
Phylogenetic and functional alpha and beta diversity in temperate and tropical tree communities
inferredcites →https://doi.org/10.1890/11-0944.1openalex-snapshot
Quantifying the importance of local niche‐based and stochastic processes to tropical tree community assembly
inferredcites →https://doi.org/10.1890/11-1180.1openalex-snapshot
Temporal turnover in the composition of tropical tree communities: functional determinism and phylogenetic stochasticity
inferredcites →https://doi.org/10.1890/12-1620.1openalex-snapshot
Bee diversity effects on pollination depend on functional complementarity and niche shifts
inferredcites →https://doi.org/10.2307/177478openalex-snapshot
Null Model Analysis of Species Co-Occurrence Patterns
inferredcites →https://doi.org/10.2307/1930989openalex-snapshot
The Commonness, And Rarity, of Species
inferredcites →https://doi.org/10.2307/2261230openalex-snapshot
Size-Structured Tree Populations in Gap-Dynamic Forest--The Forest Architecture Hypothesis for the Stable Coexistence of Species
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Contrasting Drivers of Soil Bacterial, Fungal, and Nematode Diversity Along a Litter Stoichiometry Gradient
inferred← citeshttps://doi.org/10.1002/eap.2244openalex-snapshot
Environment shapes the spatial organization of tree diversity in fragmented forests across a human‐modified landscape
inferred← citeshttps://doi.org/10.1002/eap.2803openalex-snapshot
Changes in plant community assembly from patchy degradation of grasslands and grazing by different‐sized herbivores
inferred← citeshttps://doi.org/10.1002/ece3.11492openalex-snapshot
Dispersal limitation and environmental filtering effects: The taxonomic and functional beta diversity of ground beetles along the altitudinal gradient in Chinese warm‐temperature forests
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Comparison Between Environmental DNA Metabarcoding and Traditional Survey Method to Identify Community Composition and Assembly of Stream Fish
inferred← citeshttps://doi.org/10.1002/ece3.8884openalex-snapshot
Similar fish species composition despite larger environmental heterogeneity during severe hypoxia in a coastal ecosystem
inferred← citeshttps://doi.org/10.1002/ecm.1588openalex-snapshot
Rarefaction and extrapolation with beta diversity under a framework of H ill numbers: The iNEXT . beta3D standardization
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Using coverage‐based rarefaction to infer non‐random species distributions
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Disentangling nonrandom structure from random placement when estimating β‐diversity through space or time
inferred← citeshttps://doi.org/10.1002/ecy.1741openalex-snapshot
Herbivore exclusion promotes a more stochastic plant community assembly in a natural grassland
inferred← citeshttps://doi.org/10.1002/ecy.2220openalex-snapshot
Integrating species traits into species pools
inferred← citeshttps://doi.org/10.1002/ecy.2240openalex-snapshot
Nitrogen enrichment suppresses other environmental drivers and homogenizes salt marsh leaf microbiome
inferred← citeshttps://doi.org/10.1002/ecy.2376openalex-snapshot
Beyond neutrality: disentangling the effects of species sorting and spurious correlations in community analysis
inferred← citeshttps://doi.org/10.1002/ecy.4104openalex-snapshot
Assessing the importance of species and their assemblages for the biodiversity‐ecosystem multifunctionality relationship
inferred← citeshttps://doi.org/10.1002/rra.4223openalex-snapshot
Unraveling trait‐based fish community assembly in tropical reservoirs
inferred← citeshttps://doi.org/10.1007/s00442-021-04861-7openalex-snapshot
From forest to fragment: compositional differences inside coastal forest moth assemblages and their environmental correlates
inferred← citeshttps://doi.org/10.1007/s10531-018-1590-2openalex-snapshot
Contrasting patterns and drivers in taxonomic versus functional diversity, and community assembly of aquatic plants in subtropical lakes
inferred← citeshttps://doi.org/10.1007/s11258-019-00957-6openalex-snapshot
Multiple processes at different spatial scales determine beta diversity patterns in a mountainous semi-arid rangeland of Khorassan-Kopet Dagh floristic province, NE Iran
inferred← citeshttps://doi.org/10.1007/s11629-020-6055-xopenalex-snapshot
Species composition and diversity of woody communities along an elevational gradient in tropical Dwarf Cloud Forest
inferred← citeshttps://doi.org/10.1007/s13225-024-00537-8openalex-snapshot
Selection dictates the distance pattern of similarity in trees and soil fungi across forest ecosystems
inferred← citeshttps://doi.org/10.1016/j.actao.2024.104033openalex-snapshot
Seasonal changes in altitudinal patterns of bird species richness in a temperate low-elevation mountain
inferred← citeshttps://doi.org/10.1016/j.ecolind.2021.108261openalex-snapshot
Patterns of diversity and community assembly change across local to regional scales: An evidence of deterministic assembly processes along resource availability gradient at temperate forest
inferred← citeshttps://doi.org/10.1016/j.ecolind.2022.109459openalex-snapshot
Deterministic process shape coexistence of alpine meadow species based on DNA barcode sequences
inferred← citeshttps://doi.org/10.1016/j.jenvman.2024.123638openalex-snapshot
Soil carbon fractions drive microbial community assembly processes during forest succession
inferred← citeshttps://doi.org/10.1016/j.marenvres.2025.107611openalex-snapshot
Variational microeukaryotic community diversity through wide-bound Antarctic water masses
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2021.146724openalex-snapshot
Land cover alteration shifts ecological assembly processes in floodplain lakes: Consequences for fish community dynamics
inferred← citeshttps://doi.org/10.1016/j.tree.2015.11.005openalex-snapshot
How Should Beta-Diversity Inform Biodiversity Conservation?
inferred← citeshttps://doi.org/10.1016/j.tree.2018.04.012openalex-snapshot
β-Diversity, Community Assembly, and Ecosystem Functioning
inferred← citeshttps://doi.org/10.1038/s41467-020-19228-4openalex-snapshot
Local community assembly mechanisms shape soil bacterial β diversity patterns along a latitudinal gradient
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Environmental molecular physiology
inferred← citeshttps://doi.org/10.1093/ee/nvaa045openalex-snapshot
Functional and Taxonomic Beta Diversity of Saproxylic Beetles in Mediterranean Forests: On What Factors Do They Depend?
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Using functional trait diversity to infer community assembly mechanisms: an exclosure experiment as an example
inferred← citeshttps://doi.org/10.1098/rsos.181168openalex-snapshot
Spatial scale changes the relationship between beta diversity, species richness and latitude
inferred← citeshttps://doi.org/10.1101/2021.02.19.432043openalex-snapshot
Letters: Complex response of beta diversity to dispersal in meta-community models
inferred← citeshttps://doi.org/10.1101/2023.09.19.558467openalex-snapshot
Disentangling non-random structure from random placement when estimating β-diversity through space or time
inferred← citeshttps://doi.org/10.1101/2025.08.30.673209openalex-snapshot
Old growth attributes by chain saw: how between-patch heterogeneity changes the metacommunities of beetles in temperate forests
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Effect of Industrial Activities Vis-à-Vis Ecological Imbalance–Sustainability Perspective
inferred← citeshttps://doi.org/10.1111/1365-2656.13843openalex-snapshot
Drivers of community assembly change during succession in wood‐decomposing beetle communities
inferred← citeshttps://doi.org/10.1111/1365-2656.13868openalex-snapshot
Tree dissimilarity determines multi‐dimensional beta‐diversity of herbivores and carnivores via bottom‐up effects
inferred← citeshttps://doi.org/10.1111/1365-2745.13130openalex-snapshot
Local and biogeographic determinants and stochasticity of tree population demography
inferred← citeshttps://doi.org/10.1111/1440-1703.12172openalex-snapshot
Spatial hierarchical partitioning of macrobenthic diversity of clam ( Ruditapes ) fishing grounds over a large geographical range of Japan
inferred← citeshttps://doi.org/10.1111/ecog.02809openalex-snapshot
Beta‐diversity of central European forests decreases along an elevational gradient due to the variation in local community assembly processes
inferred← citeshttps://doi.org/10.1111/ecog.05937openalex-snapshot
Complex relationships between beta diversity and dispersal in meta‐community models
inferred← citeshttps://doi.org/10.1111/ecog.07490openalex-snapshot
Multitrophic assembly influences β‐diversity across a tripartite system of flowering plants, bees, and bee‐gut microbiomes
inferred← citeshttps://doi.org/10.1111/ele.70228openalex-snapshot
Marine Benthic Community Assembly Is Taxonomically Stochastic but Functionally Deterministic in a Dynamic Coastal Sea
inferred← citeshttps://doi.org/10.1111/gcb.14090openalex-snapshot
Anthropogenic disturbance homogenizes seagrass fish communities
inferred← citeshttps://doi.org/10.1111/gcb.16564openalex-snapshot
Enhancing the structural diversity between forest patches—A concept and real‐world experiment to study biodiversity, multifunctionality and forest resilience across spatial scales
inferred← citeshttps://doi.org/10.1111/jvs.12482openalex-snapshot
The promise and pitfalls of β‐diversity in ecology and conservation
inferred← citeshttps://doi.org/10.1111/oik.02803openalex-snapshot
Differentiating between niche and neutral assembly in metacommunities using null models of β‐diversity
inferred← citeshttps://doi.org/10.1111/oik.03969openalex-snapshot
Resource availability determines the importance of niche‐based versus stochastic community assembly in grasslands
inferred← citeshttps://doi.org/10.1111/oik.04345openalex-snapshot
Biodiversity–ecosystem function relationships change through primary succession
inferred← citeshttps://doi.org/10.1128/aem.00349-19openalex-snapshot
Phycosphere Microbial Succession Patterns and Assembly Mechanisms in a Marine Dinoflagellate Bloom
inferred← citeshttps://doi.org/10.1128/mmbr.00002-17openalex-snapshot
Stochastic Community Assembly: Does It Matter in Microbial Ecology?
inferred← citeshttps://doi.org/10.1163/22244662-bja10092openalex-snapshot
Neighborhood competition and spatial patterns of tree species in an evergreen broadleaved forest of Bidoup-Nui Ba National Park, southern Vietnam
inferred← citeshttps://doi.org/10.17520/biods.2020399openalex-snapshot
Taxonomic and phylogenetic diversity of plants in a Castanopsis kawakamiinatural forest
inferred← citeshttps://doi.org/10.21203/rs.3.rs-10936909/v1openalex-snapshot
Turbidity-Driven Collapse of Macrophyte Diversity: Physicochemical Forcing in a Central Indian Tropical Pond
inferred← citeshttps://doi.org/10.22541/au.159493305.57809861openalex-snapshot
Deterministic and stochastic processes in natural and modified floodplain habitats: consequences for fish community temporal dynamics
inferred← citeshttps://doi.org/10.25260/ea.18.28.1.0.622openalex-snapshot
¿Blanco, negro o escala de grises? Determinación de la contribución relativa del nicho ecológico y la teoría neutral en los ensambles de especies
inferred← citeshttps://doi.org/10.3354/meps15089openalex-snapshot
Stochastic processes dominate community assembly at large spatial scales in Patagonian fjord ecosystems
inferred← citeshttps://doi.org/10.3389/fmicb.2020.579072openalex-snapshot
Soil Fungal Community Composition, Not Assembly Process, Was Altered by Nitrogen Addition and Precipitation Changes at an Alpine Steppe
inferred← citeshttps://doi.org/10.3389/fpls.2023.1088643openalex-snapshot
A trait-based framework for seagrass ecology: Trends and prospects
inferred← citeshttps://doi.org/10.3390/d12030101openalex-snapshot
Unimodal Relationships of Understory Alpha and Beta Diversity along Chronosequence in Coppiced and Unmanaged Beech Forests
inferred← citeshttps://doi.org/10.3390/f16010027openalex-snapshot
Unfolding the Roles of Particulate- and Mineral-Associated Organic Carbon in Soil Microbial Communities
inferred← citeshttps://doi.org/10.3390/plants13111537openalex-snapshot
Anthropogenic Disturbances Influenced the Island Effect on Both Taxonomic and Phylogenetic Diversity on Subtropical Islands, Pingtan, China
inferred← citeshttps://doi.org/10.3732/ajb.1500079openalex-snapshot
The beta‐diversity of species interactions: Untangling the drivers of geographic variation in plant–pollinator diversity and function across scales
inferred← citeshttps://doi.org/10.70675/3b4f4cc4zdb34z4ad8za39ez68b54f9ce1c4openalex-snapshot
Bringing methodological light to ecological processes : are ecological scales and constrained null models relevant solutions?
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Beta-Diversity Patterns and Community Assembly across Latitudes
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