Related Experiment Video
Updated: Jun 5, 2025

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
expowo: An R package for mining global plant diversity and distribution data
Débora C Zuanny1, Bruno Vilela1, Peter W Moonlight2,3
1Instituto de Biologia Universidade Federal da Bahia, Rua Barão de Jeremoabo s.n., Ondina Salvador 40170-115 Bahia Brazil.
Expowo is a new R package that simplifies accessing botanical data from Plants of the World Online (POWO). It helps researchers easily extract taxonomic and distribution information for plants, aiding biodiversity research.
Area of Science:
- Biodiversity informatics
- Plant taxonomy
- Bioinformatics
Background:
- Online biodiversity databases like Plants of the World Online (POWO) are growing rapidly.
- Accessing and processing this vast amount of plant data requires advanced bioinformatic tools.
- Existing tools may not adequately cater to users with limited R programming expertise.
Purpose of the Study:
- To introduce expowo, an open-source R package designed for extracting and utilizing botanical data from POWO.
- To provide bioinformatic tools that facilitate the processing of massive biodiversity data for scientific applications.
- To make botanical data more accessible to researchers with varying levels of R programming proficiency.
Main Methods:
- The expowo package is implemented in R and covers the entire vascular plant tree of life.
- It offers functions to extract taxonomic and distributional data for plant families, genera, and species.
- Outputs include species lists, original publications, synonyms, distributions, species richness maps, and discovery curves.
Main Results:
- Expowo can generate comprehensive lists of species within any plant family, including synonyms and distribution data.
- The package produces global maps of species richness and visualizations of species-discovery accumulation and nomenclatural changes.
- Empirical examples demonstrate the package's utility with biodiverse countries and important angiosperm families.
Conclusions:
- Expowo empowers users, even those with limited R programming skills, to efficiently extract specific botanical information from online databases.
- The package aids in the interpretation of biogeographic and taxonomic patterns through generated maps and graphics.
- Expowo enhances the accessibility and usability of large-scale botanical data for scientific research.
More Related Videos
Related Concept Videos
GIS Software, Hardware, and Sources of GIS Data
Distributions to Estimate Population Parameter
Extraction: Partition and Distribution Coefficients
For extracting a solute from an aqueous phase into an...
Introduction to R
Selected Data About Geographic Locations
Econometric Views (EViews)

