Constraints of commercially available seed diversity in restoration: Implications for plant functional diversity
  • Description

    Description: Data and code used to generate all major analyses in a continental study on the effects of seed availability in commercial markets on the restoration of functionally diverse species assemblages for use in restoration plantings.

    Woodlands have been used as a model vegetation type when "running analyses" to generated simulated planting assemblages and compute functional dispersion across planting assemblages of varying species richness in the seed_available pool (constrained by market availability) versus the total species pool (seed_available + not_available). Woodlands have also been included as a model vegetation type when generating trait-infortmed species selection methods to maximise functional dispersion within the pool of market-available seed.

    Modifications to the users directory may be required when running code to generate these analyses. A nested structure was used such as:

    "Data/Info_and_outputs/Woodlands/sensitivity_output"

    *Woodlands->folder containing R.Data simulation files of outputs for both species pools and richness levels

    *sensitivity_output->folder containing the R.Data file of simulated planting assemblages generated using the trait-informed species selection approach

    Data consists of two primary datasets

    full_dataset_clean.csv

    -consists of plant taxa "taxon_name", and their associated traits ("plant_height", "seed_mass", and "leaf_mass_per_area" grouped into vegetation assemblages "veg_group" based on seed availability "seed_available"

    Fdis_output.csv

    -consists of the output of functional dispersion "FDis" associated with 1,000 random simulations across each vegetation group "veg_type", species richness level "pool", and species assemblage scenario "study" (seed available vs. Total).


    • Data publication title Constraints of commercially available seed diversity in restoration: Implications for plant functional diversity
    • Description

      Description: Data and code used to generate all major analyses in a continental study on the effects of seed availability in commercial markets on the restoration of functionally diverse species assemblages for use in restoration plantings.

      Woodlands have been used as a model vegetation type when "running analyses" to generated simulated planting assemblages and compute functional dispersion across planting assemblages of varying species richness in the seed_available pool (constrained by market availability) versus the total species pool (seed_available + not_available). Woodlands have also been included as a model vegetation type when generating trait-infortmed species selection methods to maximise functional dispersion within the pool of market-available seed.

      Modifications to the users directory may be required when running code to generate these analyses. A nested structure was used such as:

      "Data/Info_and_outputs/Woodlands/sensitivity_output"

      *Woodlands->folder containing R.Data simulation files of outputs for both species pools and richness levels

      *sensitivity_output->folder containing the R.Data file of simulated planting assemblages generated using the trait-informed species selection approach

      Data consists of two primary datasets

      full_dataset_clean.csv

      -consists of plant taxa "taxon_name", and their associated traits ("plant_height", "seed_mass", and "leaf_mass_per_area" grouped into vegetation assemblages "veg_group" based on seed availability "seed_available"

      Fdis_output.csv

      -consists of the output of functional dispersion "FDis" associated with 1,000 random simulations across each vegetation group "veg_type", species richness level "pool", and species assemblage scenario "study" (seed available vs. Total).


    • Data type dataset
    • Keywords
      • Biodiversity
      • Conservation
      • Data simulation
      • Functional dispersion
      • Nature repair
      • Regeneration
      • Restoration prioritisation
      • Seed supply
      • Restoration ecology
      • Reforestation
      • Climate change
      • Hawkesbury Institute for the Environment
    • Funding source
      • Australian Research Council
    • Grant number(s)
      • - LP 200200688
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    • Statement of rights in data Copyright Western Sydney University
      Citation Andres, Samantha (2024): Constraints of commercially available seed diversity in restoration: Implications for plant functional diversity. osf. https://doi.org/10.17605/OSF.IO/VAQY2