Compare Mixing Proportions Between Data Streams

This function generates a plot to compare the mixing proportions between two data streams (e.g., chemical tracers and eDNA) for synthetic datasets with agreement and disagreement.

compare_mixing_proportions(synth_list_d, synth_list_c, mu_tab)

Arguments

synth_list_d

A list representing the synthetic dataset with divergent mixing proportions.

synth_list_c

A list representing the synthetic dataset with convergent mixing proportions.

mu_tab

A data frame containing the mean tracer signatures for each source. The first column should be named source, and the remaining columns should contain numeric tracer values.

Value

A ggplot object visualizing the comparison of mixing proportions between the two data streams.

Details

The function compares the mixing proportions from two data streams (stream_1_props and df_stream_2) for both divergent and convergent synthetic datasets. It reshapes and aligns the data based on the reference order provided in mu_tab, and then creates a scatter plot with points representing the proportions from each data stream. The plot includes facets for each source and highlights agreement or disagreement between the datasets.

See also

synthetic_df_divergent, synthetic_df_convergent

Examples

library(MixMustR)
compare_mixing_proportions(
  synth_list_d = synthetic_df_divergent,
  synth_list_c = synthetic_df_convergent,
  mu_tab = tracer_parameters$mus
)