Cleaning heterogeneous coordinates, species names and site codes.
This package relies on regular expressions to modify text strings, whether coordinates, species names or site codes roughly copy-pasted from papers or gathered fron various data sets. - raw latitude and longitude values copy-pasted together. - species names with many common misprints, heterogeneous abbreviations (Sp, sp, sp. ; msp, msp., Morph1...), abbreviated genus names, etc. - site codes generally follow different patterns between studies and an homogenisation may be needed before sharing and publishing a data set.
The coordinate cleaning function is complementary with CoordinateCleaner
and biogeo
packages. It is especially useful when
coordinates are stored in a single column and the delimiter is absent or not consistent.
The species name cleaning function is complementary with taxize
functions that check whether species names are correct or
deprecated.
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