Journal of Animal Ecology · 2018 · 18 citations · 48 references
Life SciencesEcologyZoologyCommunity EcologyFish EcologyPopulation EcologyFish Spatial EcologyMarine Community EcologyMarine Population DynamicsSize StructureTemporal Community DynamicsAggregationBody Size DistributionsCommunity Temporal DynamicsFish Aggregation MechanismsHydrographic StructureMarine Fish Community StructureSize-based Community StructureTemporal Data Series Analysis
Taylor's power law (TPL) describes the relationship between the mean and variance in abundance of populations, with the power law exponent considered a measure of aggregation. However, the usefulness of TPL exponents as an ecological metric has been questioned, largely due to its apparent ubiquity in various complex systems. The aim of this study was to test whether TPL exponents vary systematically with potential drivers of animal aggregation in time and space and therefore capture useful ecological information of the system of interest. We derived community TPL exponents from a long-term, standardised and spatially dense data series of abundance and body size data for a strongly size-structured fish community in the North Sea. We then compared TPL exponents between regions of contrasting environmental characteristics. We find that, in general, TPL exponents vary more than expected under random conditions in the North Sea for size-based populations compared to communities considered by species. Further, size-based temporal TPL exponents are systematically higher (implying more temporally aggregated distributions) along hydrographic boundaries. Time series of size-based spatial TPL exponents also differ between hydrographically distinct basins. These findings support the notion that TPL exponents contain ecological information, capturing community spatio-temporal dynamics as influenced by external drivers.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
The Split-Apply-Combine Strategy for Data Analysis
Hadley Wickham · Journal of Statistical Software · 2011 · 2.9K citations · Full text
Aggregation, Variance and the Mean
L. R. Taylor · Nature · 1961 · 2.5K citations
The statistical analysis of the Canadian Lynx cycle.
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