Occurrence Data Cleaning
Download occurrence data from the Atlas of Living Australia (ALA)
Query the bee taxonomy and country checklist
Download a country-level checklist of bees from Discover Life
Download a nearly complete taxonomy of bees globally
Parallel estimation of species richness in a community using iChao
Build a chord diagram of duplicate occurrence links
Sets up column names and types
Flag continent-level outliers with a provided checklist.
Flag occurrences with an uncertainty threshold
Match and harmonise country names
Fix country name issues using a user-input list
Flag country-level outliers with a provided checklist.
Build a table of data providers for bee occurrence records
Simple function to save occurrence AND EML data as a list
Find dates in other columns
Find fill-down errors
Set up global directory paths and create folders
Create a compound bar graph of duplicate data sources
Identifies duplicate occurrence records
Finds files within a directory
Flags occurrences that are marked as absent
Flag license protected records
Loads, appends, and saves occurrence flag data
Build a per-species summary for each and all flags
Combine the formatted USGS data with the main dataset
Flags records with GBIF issues
ggplot2 extension for a Chao- and iNEXT-wrapper outputs
Harmonise taxonomy of occurrence data
Attempt to match database_ids from a prior run
Imports the most-recent repoMerge data
Parallel estimation of species richness in a community using iNEXT
Creates interactive html maps for species
Get country names from coordinates
Flags coordinates that are inconsistent with the stated country name
Flags coordinates for imprecision
Identify transposed geographic coordinates
Create figures reporting the results of the bdc/BeeBDC packages
Wraps jbd_coordinates_transposed to identify and fix transposed occurr...
Finds outliers, and their duplicates, as determined by experts
Integrate manually-cleaned data from Paige Chesshire
Generate a plot summarising flagged data
A wrapper for all of the data readr_functions
Find GBIF, ALA, iDigBio, and SCAN files in a directory
Import occurrences from GBIF, ALA, iDigBio, and SCAN downloads
Estimate country, continental, and global species richnesses
Prepare occurrence, taxonomy, and checklist data for richness estimati...
Create or update the .summary flag column
Create country-level summary maps of species and occurrence numbers
Import and convert taxadb taxonomies to BeeBDC format
Find, import, and format USGS data to Darwin Core
Flags and checks occurrence data that are in Darwin Core format. The package includes generic functions and data as well as some that are specific to bees. This package is meant to build upon and be complimentary to other excellent occurrence cleaning packages, including 'bdc' and 'CoordinateCleaner'. This package uses datasets from several sources and particularly from the Discover Life Website, created by Ascher and Pickering (2020). For further information, please see the original publication and package website. Publication - Dorey et al. (2023) <doi:10.1101/2023.06.30.547152> and package website - Dorey et al. (2023) <https://github.com/jbdorey/BeeBDC>.