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January 3, 2018 16:36
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Check some taxa names with Taxonstand & wikitaxa
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# ----------------------------------------------------------------------------- | |
# Example to check some taxa names with Taxonstand & wikitaxa | |
# ----------------------------------------------------------------------------- | |
my_sp <- fread("Output/taxa_to_check_VS.csv") | |
my_sp | |
# taxa | |
# Thereianthus_spicatus | |
# Eriocnema_fulva | |
# Hebe_macrocarpa | |
# Aspalathus_cymbriformis | |
# Aspalathus_uniflora | |
# Silene_stockenii | |
# Cornus_kousa_subsp._kousa | |
# Davidia_involucrata | |
# replace _ with white space | |
my_sp[, taxa := gsub(pattern = "_", replacement = " ", x = taxa)] | |
# gives errors | |
# taxize::classification(x = my_sp$taxa, db = "tol") | |
# Connects to The Plant List (TPL) website and validates the names | |
my_tpl <- data.table(Taxonstand::TPL(splist = my_sp$taxa)) | |
setnames(my_tpl, paste0(names(my_tpl), "_TPL")) | |
my_tpl | |
my_sp <- merge(x = my_sp, | |
y = my_tpl[, c("Taxon_TPL", "Taxonomic.status_TPL", "Family_TPL", "New.Genus_TPL", | |
"New.Species_TPL", "New.Taxonomic.status_TPL", "Typo_TPL")], | |
by.x = "taxa", | |
by.y = "Taxon_TPL", | |
all.x = TRUE, sort = FALSE) | |
my_families <- unique(my_sp$Family_TPL) | |
my_orders <- vector(mode = "character", length = length(my_families)) | |
# Retrieve info from WikiSpecies about orders based on given families. | |
# Had to use WikiSpeceis because TPL does not return order. | |
# Try running several times if NA-s are returned - I guess it depends on the API connection somehow. | |
for (i in 1:length(my_families)){ | |
my_dt <- data.table(wikitaxa::wt_wikispecies(name = my_families[i])$classification) | |
# some cases might not match properly and does not retrieve order information, | |
# so, assign NA for such cases | |
my_ord <- my_dt[rank == "Ordo", name] | |
my_orders[i] <- ifelse(length(my_ord) != 0, my_ord, NA) | |
} | |
my_orders_df <- data.frame(my_families, order_wikitaxa = my_orders) | |
my_sp <- merge(x = my_sp, | |
y = my_orders_df, | |
by.x = "Family_TPL", | |
by.y = "my_families", | |
all.x = TRUE, sort = FALSE) | |
# move "Family_TPL" column from first to last position | |
setcolorder(my_sp, c(setdiff(names(my_sp), "Family_TPL"), "Family_TPL")) | |
writexl::write_xlsx(my_sp, path = "Output/taxa_to_check_TPL_suggest_VS.xlsx") |
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