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Ecological Trait Abundance Contribution

Return one explicit abundance-weighted trait contribution without aggregating or imputing other taxa.

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Description

Calculate one taxon's abundance-weighted trait contribution.

Ecological records need explicit sampling units, detection states, effort denominators, interval geometry and trait/abundance bases. Nondetection differs from absence, and shared sampling-unit labels do not alone diagnose pseudoreplication. A one-axis overlap or single weighted contribution is only a limited component of a broader ecological analysis.

Calculate one taxon's abundance-weighted trait contribution.

When to use this tool

Use Ecological Trait Abundance Contribution when you already have traitValue, taxonAbundance, totalAbundance and need to calculate one taxon's abundance-weighted trait contribution.

How to use the tool and how it works

  1. Enter traitValue, taxonAbundance, totalAbundance. Use the units and conventions below.
  2. Run the tool. Correct any format, range, or cross-field input error before interpreting the output.
  3. Read relativeAbundance, weightedTraitContribution. Use the output convention below.

Require totalAbundance>0 and taxonAbundance within total; return taxon/total and traitValue*taxon/total.1

Input fieldMeaning and unitsAccepted input
traitValueTrait ValueRequired. Finite number.
taxonAbundanceTaxon AbundanceRequired. Finite number; minimum 0.
totalAbundanceTotal AbundanceRequired. Finite number; strictly above 0.
Output fieldInterpretationReturned shape
relativeAbundanceRelative AbundanceRequired. Finite number.
weightedTraitContributionOne traitValue*taxonAbundance/totalAbundance contribution, not the full community mean.Required. Finite number.
json
{
  "input": {
    "traitValue": 12,
    "taxonAbundance": 20,
    "totalAbundance": 100
  },
  "output": {
    "relativeAbundance": 0.2,
    "weightedTraitContribution": 2.4
  }
}

Limitations and assumptions

  • Trait values may be signed. This is one contribution, not a complete community-weighted mean or an estimate of unobserved abundance or trait distribution.
  • Inputs must satisfy both the field types and the cross-field conditions above. Invalid input causes an error; a successful false flag or documented placeholder is a different result.
  • Numeric calculations use binary floating point unless exact decimal-integer arithmetic is explicitly stated. No hidden measurement tolerance or decimal rounding is added; nonfinite or out-of-contract results are rejected. Numeric signed-zero results are exported as zero.

Alternative or Complementary methods

Review original survey records, sampling design, specimens and calibration definitions for an ecological conclusion. Use complete detection, population, community or process models as appropriate; local count rates and source labels do not infer unobserved states or ecological mechanisms.

References

  1. Calculation and input contract: ecology/ecological-trait-abundance-contribution — tool.io

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