Chao2 Estimator

Estimate total species richness from incidence data across samples using the Chao2 estimator.

Description

Estimate total species richness from incidence data across samples using the Chao2 estimator.

Chao2 Estimator applies one documented biological calculation to the values you provide. Estimate total species richness from incidence data across samples using the Chao2 estimator.1

When to use Chao2 Estimator

Use this biodiversity measure when counts or incidences were collected with comparable sampling effort and the estimator matches the study design. It can summarize richness, dominance, evenness, or compositional difference.

Observed species
An integer count greater than or equal to 1, expressed in species.
Sample count
An integer count greater than or equal to 2, expressed in samples.
Uniques
An integer count greater than or equal to 0, expressed in species.
Doubletons
An integer count greater than or equal to 0, expressed in species.

How Chao2 Estimator calculates the result

The implementation follows this calculation rule: Estimate total species richness from incidence data across samples using the Chao2 estimator.

Chao2 estimate
The calculated chao2 estimate in species.

Limitations of Chao2 Estimator

Different diversity indices weight rare and common taxa differently. Detection probability, sample coverage, taxonomic resolution, zero counts, and unequal effort can dominate comparisons; proxy estimators are not interchangeable with their full published forms. The output is explicitly an estimate or proxy; preserve that label when reporting it.

Alternative or Complementary measurements

Report observed richness, abundance or incidence data, and sampling effort beside the index. Coverage-based rarefaction, accumulation curves, and more than one Hill-number order provide a fuller view of community structure.

References

  1. Diversity index — Wikipedia contributors

Similar or alternative tools

  • First Order Jackknife

    Estimate species richness with the first order jackknife from unique species across incidence samples.

  • Bootstrap Richness Proxy

    Compute the limited richness proxy Sobs + singletons divided by sample count. A full bootstrap richness estimator requires each species' observed incidence frequency.

  • Chao1 Estimator

    Estimate total species richness from singletons and doubletons in a single sample using the Chao1 estimator.

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