Resources

Packages

Packages I’ve built and contributed to.

corella

Functions to standardise data according to Darwin Core

delma

Functions to convert metadata statements from R Markdown or Quarto Markdown to Ecological Metadata Language

feathers

Colour palettes inspired by the plumage of Australian birds. For species exhibiting sexual dimorphism, I have used female colours

galah

An interface for accessing biodiversity data hosted by GBIF and other living atlases

galaxias

An interface that simplifies the process of converting biodiversity data into Darwin Core Archives for publishing

koel

Functions that make it easier to retrieve and summarise biodiversity data within spatial and temporal constraints, and email these data as a summary table

Talks

Source code and slide decks from recent talks, built using Quarto. Pressing the S key brings up speaker notes if you’re after the full experience.

Conserving the Unseen: Data Gaps in the Atlas of Living Australia

Ecological Society of Australia 2025

source code • slide deck

Supporting scientists and decision-makers to use biodiversity data

International Congress for Conservation Biology 2025

source code • slide deck

Biosecurity Alerts

GBIF Data Use Club 2024

source code • slide deck

Continental-scale biodiversity data assessment using the Atlas of Living Australia

Victorian Biodiversity Conference 2023

source code • slide deck

EcoAssets: streamlining access to data from Australian environmental research infrastructures

Ecological Society of Australia 2023

source code • slide deck

Tutorials

Posts covering topics on data cleaning, analysis, and visualisation, with a focus on biodiversity data.

An introduction to species distribution modelling using tidysdm & tidymodels

Combining multiple species distributions on one map with hexagons and points

Alternatives to box plots: Using beeswarm and raincloud plots to summarise ecological data

Multiple colour scales in choropleth maps with ggnewscale