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bdvis

About

Biodiversity Data Visualizations using R. This package offers a set of functions to visualize biodiversity occurrence data through R. Please check the paper describing the package Barve, V., and J. Otegui. 2016. bdvis: visualizing biodiversity data in R. Bioinformatics:btw333. https://academic.oup.com/bioinformatics/article/32/19/3049/2196391

The development of the package started as a Google Summer of Code project.

Installation

install.packages("bdvis") 
require(bdvis) 

Packages bdvis suggests

(for the purpose of building examples) + [rinat] (https://github.com/ropensci/rinat)

Functions currently available

For the sake of examples, we will work with some data obtained using the package rinat

install.packages("rinat") 
require(rinat)  # Data download might take some time
inat <- get_inat_obs_project("reptileindia") 
inat <- format_bdvis(inat,source='rinat')
inat <- inat[,c("id","Date_collected", "Latitude", "Longitude", 
                "Scientific_name", "Cell_id", "Centi_cell_id")]

bdsummary

bdsummary(inat) 

mapgrid

mapgrid(inat,ptype="records",bbox=c(60,100,5,40)) 
mapgrid(inat,ptype="records",bbox=c(60,100,5,40),gridscale=0.1) 

tempolar

tempolar(inat, color="green", title="iNaturalist daily", plottype="r", timescale="d") 
tempolar(inat, color="blue", title="iNaturalist weekly", plottype="p", timescale="w") 
tempolar(inat, color="red", title="iNaturalist monthly", plottype="r", timescale="m") 

taxotree

inat=gettaxo(inat) 
taxotree(inat) 

chronohorogram

chronohorogram(inat) 

bdcomplete

comp=bdcomplete(inat,recs=5)
mapgrid(comp,ptype="complete",bbox=c(60,100,5,40))

distrigraph

distrigraph(inat,ptype="cell",col="tomato") 
distrigraph(inat,ptype="species",ylab="Species") 
distrigraph(inat,ptype="efforts",col="red") 
distrigraph(inat,ptype="efforts",col="red",type="s") 
distrigraph(inat,ptype="efforts",col="red",cumulative=T,type="l")
distrigraph(inat,ptype="effortspecies",col="red",cumulative=T,type="l")

bdcalendarheat

bdcalendarheat(inat) 

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.