7.3 Lógica da junção de tabelas
Unir tabelas é uma prática corriqueira com bases de dados. É comum termos dados relacionados em tabelas diferentes, recurso que minimiza a entrada de redundância e portanto de erros nos nossos dados.
É frequente também a necessidade de ter esses dados reunidos em uma só tabela.
Para unir tabelas, é necessário que duas tabelas diferentes possuam uma coluna em comum, a quem vamos chamar de identificador.
Vamos criar aqui uma situação artificial com os dados iris, mas imagine uma situação mais complexa com muitos dados.
# uma tabela com os nomes das especies
spp <- unique(data.frame(
GENUS = "Iris",
SPECIES = iris$Species,
stringsAsFactors = F
))
spp$fullname <- paste(spp$GENUS, spp$SPECIES)
spp| GENUS | SPECIES | fullname | |
|---|---|---|---|
| 1 | Iris | setosa | Iris setosa |
| 51 | Iris | versicolor | Iris versicolor |
| 101 | Iris | virginica | Iris virginica |
Vamos adicionar uns dados ao objeto spp.
Para isso, utilizaremos o pacote taxize (Chamberlain et al. 2020) para buscar nomes de espécies na rede.
Para fazer uso da função tp_search(), é necessário ter uma chave API, que nada mais é que uma senha para que você possa acessar serviços na rede sem a necessidade de um navegador.
Nós utilizamos uma chave obtida junto ao Tropicos.org, base de dados do Jardim Botânico do Missouri (Missouri Botanical Garden).
O pacote taxize oferece uma função chamada use_tropicos() que abre o navegador na página de solicitação da chave API.
Você pode executar o comando, preencher o formulário e aguardar por sua chave:
Para este exemplo, guardamos nossa chave API em um objeto chamado tropicos_key que, por motivos óbvios, não mostraremos aqui o que ele guarda:
# install.packages("taxize")
library("taxize") # instale se nao tiver
sppinfo <- sapply(spp$fullname, tp_search, key = tropicos_key, type = "exact")O resultado de nossa pesquisa foi estocado no objeto sppinfo.
Vamos pegar as colunas obtidas para todos os nomes:
## [1] "author" "displaydate"
## [3] "displayreference" "family"
## [5] "nameid" "nomenclaturestatusname"
## [7] "rankabbreviation" "scientificname"
## [9] "scientificnamewithauthors" "totalrows"Juntemos agora tudo em um único data.frame:
sppinfo <- as.data.frame(do.call(mapply, c(FUN = c, lapply(sppinfo, `[`, keys))), stringsAsFactors = F)
sppinfo| author | displaydate | displayreference | family | nameid | nomenclaturestatusname | rankabbreviation | scientificname | scientificnamewithauthors | totalrows | |
|---|---|---|---|---|---|---|---|---|---|---|
| Iris setosa | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 |
| Iris versicolor1 | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 |
| Iris versicolor2 | Thunb. | 1784 | Fl. Jap. 34 | Iridaceae | 100206951 | Illegitimate | sp. | Iris versicolor | Iris versicolor Thunb. | 2 |
| Iris virginica | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 |
Vamos excluir os nomes ilegítimos:
| author | displaydate | displayreference | family | nameid | nomenclaturestatusname | rankabbreviation | scientificname | scientificnamewithauthors | totalrows | |
|---|---|---|---|---|---|---|---|---|---|---|
| Iris setosa | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 |
| Iris versicolor1 | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 |
| Iris virginica | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 |
Vamos agora criar um identificador compartilhado entre as tabelas:
Vamos bagunçar a ordem dos dados em sppinfo para mostrar como se procede a junção de tabelas:
Agora temos dois conjuntos de dados que em comum possuem a coluna Species, mas apresentam linhas diferentes:
| author | displaydate | displayreference | family | nameid | nomenclaturestatusname | rankabbreviation | scientificname | scientificnamewithauthors | totalrows | Species | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| versicolor | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| virginica | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| setosa | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| Sepal.Length | Sepal.Width | Petal.Length | Petal.Width | Species |
|---|---|---|---|---|
| 5.1 | 3.5 | 1.4 | 0.2 | setosa |
| 4.9 | 3.0 | 1.4 | 0.2 | setosa |
| 4.7 | 3.2 | 1.3 | 0.2 | setosa |
| 4.6 | 3.1 | 1.5 | 0.2 | setosa |
| 5.0 | 3.6 | 1.4 | 0.2 | setosa |
| 5.4 | 3.9 | 1.7 | 0.4 | setosa |
Suponhamos que você queira adicionar à tabela iris uma coluna com informação que está na tabela sppinfo.
Podemos pensar em duas maneiras de executar esta ação.
7.3.1 Maneira 1 - função match()
Pegaremos as linhas da tabela sppinfo com correspondência a cada linha da tabela iris.
Para isso, devemos ter o índice da tabela sppinfo segundo o valor da coluna Species, que é o identificador em comum entre as duas tabelas:
Guardamos esta correspondência no vetor idxinfo, que possui o mesmo comprimento que o número de linhas que iris e contem o número das linhas (os índices!) da tabela sppinfo:
# assim, seguindo indexacao numerica eu posso pegar informacoes da tabela sppinfo e colocar na tabela iris
iris$speciesComAutor <- sppinfo$scientificnamewithauthors[idxinfo]
head(iris)| Sepal.Length | Sepal.Width | Petal.Length | Petal.Width | Species | speciesComAutor |
|---|---|---|---|---|---|
| 5.1 | 3.5 | 1.4 | 0.2 | setosa | Iris setosa Pall. ex Link |
| 4.9 | 3.0 | 1.4 | 0.2 | setosa | Iris setosa Pall. ex Link |
| 4.7 | 3.2 | 1.3 | 0.2 | setosa | Iris setosa Pall. ex Link |
| 4.6 | 3.1 | 1.5 | 0.2 | setosa | Iris setosa Pall. ex Link |
| 5.0 | 3.6 | 1.4 | 0.2 | setosa | Iris setosa Pall. ex Link |
| 5.4 | 3.9 | 1.7 | 0.4 | setosa | Iris setosa Pall. ex Link |
Agora, vamos unir as duas tabelas:
| Sepal.Length | Sepal.Width | Petal.Length | Petal.Width | Species | speciesComAutor | author | displaydate | displayreference | family | nameid | nomenclaturestatusname | rankabbreviation | scientificname | scientificnamewithauthors | totalrows | Species | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| setosa | 5.1 | 3.5 | 1.4 | 0.2 | setosa | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.1 | 4.9 | 3.0 | 1.4 | 0.2 | setosa | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.2 | 4.7 | 3.2 | 1.3 | 0.2 | setosa | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.3 | 4.6 | 3.1 | 1.5 | 0.2 | setosa | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.4 | 5.0 | 3.6 | 1.4 | 0.2 | setosa | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.5 | 5.4 | 3.9 | 1.7 | 0.4 | setosa | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
7.3.2 Maneira 2 - índices nominais
A tabela sppinfo contem nomes de linhas que correspondem aos valores que estão na coluna iris$Species.
Portanto, para fazer a mesma coisa que fizemos na maneira 1, nós poderíamos simplesmente filtrar através dos nomes das linhas da tabela sppinfo:
iris$speciesComAutor <- sppinfo[iris$Species, ]$scientificnamewithauthors
# juntando as duas tabelas completas
novoiris <- cbind(iris, sppinfo[iris$Species, ])
novoiris| Sepal.Length | Sepal.Width | Petal.Length | Petal.Width | Species | speciesComAutor | author | displaydate | displayreference | family | nameid | nomenclaturestatusname | rankabbreviation | scientificname | scientificnamewithauthors | totalrows | Species | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| versicolor | 5.1 | 3.5 | 1.4 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.1 | 4.9 | 3.0 | 1.4 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.2 | 4.7 | 3.2 | 1.3 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.3 | 4.6 | 3.1 | 1.5 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.4 | 5.0 | 3.6 | 1.4 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.5 | 5.4 | 3.9 | 1.7 | 0.4 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.6 | 4.6 | 3.4 | 1.4 | 0.3 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.7 | 5.0 | 3.4 | 1.5 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.8 | 4.4 | 2.9 | 1.4 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.9 | 4.9 | 3.1 | 1.5 | 0.1 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.10 | 5.4 | 3.7 | 1.5 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.11 | 4.8 | 3.4 | 1.6 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.12 | 4.8 | 3.0 | 1.4 | 0.1 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.13 | 4.3 | 3.0 | 1.1 | 0.1 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.14 | 5.8 | 4.0 | 1.2 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.15 | 5.7 | 4.4 | 1.5 | 0.4 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.16 | 5.4 | 3.9 | 1.3 | 0.4 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.17 | 5.1 | 3.5 | 1.4 | 0.3 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.18 | 5.7 | 3.8 | 1.7 | 0.3 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.19 | 5.1 | 3.8 | 1.5 | 0.3 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.20 | 5.4 | 3.4 | 1.7 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.21 | 5.1 | 3.7 | 1.5 | 0.4 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.22 | 4.6 | 3.6 | 1.0 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.23 | 5.1 | 3.3 | 1.7 | 0.5 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.24 | 4.8 | 3.4 | 1.9 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.25 | 5.0 | 3.0 | 1.6 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.26 | 5.0 | 3.4 | 1.6 | 0.4 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.27 | 5.2 | 3.5 | 1.5 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.28 | 5.2 | 3.4 | 1.4 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.29 | 4.7 | 3.2 | 1.6 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.30 | 4.8 | 3.1 | 1.6 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.31 | 5.4 | 3.4 | 1.5 | 0.4 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.32 | 5.2 | 4.1 | 1.5 | 0.1 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.33 | 5.5 | 4.2 | 1.4 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.34 | 4.9 | 3.1 | 1.5 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.35 | 5.0 | 3.2 | 1.2 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.36 | 5.5 | 3.5 | 1.3 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.37 | 4.9 | 3.6 | 1.4 | 0.1 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.38 | 4.4 | 3.0 | 1.3 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.39 | 5.1 | 3.4 | 1.5 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.40 | 5.0 | 3.5 | 1.3 | 0.3 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.41 | 4.5 | 2.3 | 1.3 | 0.3 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.42 | 4.4 | 3.2 | 1.3 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.43 | 5.0 | 3.5 | 1.6 | 0.6 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.44 | 5.1 | 3.8 | 1.9 | 0.4 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.45 | 4.8 | 3.0 | 1.4 | 0.3 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.46 | 5.1 | 3.8 | 1.6 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.47 | 4.6 | 3.2 | 1.4 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.48 | 5.3 | 3.7 | 1.5 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| versicolor.49 | 5.0 | 3.3 | 1.4 | 0.2 | setosa | Iris versicolor L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600268 | No opinion | sp. | Iris versicolor | Iris versicolor L. | 2 | versicolor |
| virginica | 7.0 | 3.2 | 4.7 | 1.4 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.1 | 6.4 | 3.2 | 4.5 | 1.5 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.2 | 6.9 | 3.1 | 4.9 | 1.5 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.3 | 5.5 | 2.3 | 4.0 | 1.3 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.4 | 6.5 | 2.8 | 4.6 | 1.5 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.5 | 5.7 | 2.8 | 4.5 | 1.3 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.6 | 6.3 | 3.3 | 4.7 | 1.6 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.7 | 4.9 | 2.4 | 3.3 | 1.0 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.8 | 6.6 | 2.9 | 4.6 | 1.3 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.9 | 5.2 | 2.7 | 3.9 | 1.4 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.10 | 5.0 | 2.0 | 3.5 | 1.0 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.11 | 5.9 | 3.0 | 4.2 | 1.5 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.12 | 6.0 | 2.2 | 4.0 | 1.0 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.13 | 6.1 | 2.9 | 4.7 | 1.4 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.14 | 5.6 | 2.9 | 3.6 | 1.3 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.15 | 6.7 | 3.1 | 4.4 | 1.4 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.16 | 5.6 | 3.0 | 4.5 | 1.5 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.17 | 5.8 | 2.7 | 4.1 | 1.0 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.18 | 6.2 | 2.2 | 4.5 | 1.5 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.19 | 5.6 | 2.5 | 3.9 | 1.1 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.20 | 5.9 | 3.2 | 4.8 | 1.8 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.21 | 6.1 | 2.8 | 4.0 | 1.3 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.22 | 6.3 | 2.5 | 4.9 | 1.5 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.23 | 6.1 | 2.8 | 4.7 | 1.2 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.24 | 6.4 | 2.9 | 4.3 | 1.3 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.25 | 6.6 | 3.0 | 4.4 | 1.4 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.26 | 6.8 | 2.8 | 4.8 | 1.4 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.27 | 6.7 | 3.0 | 5.0 | 1.7 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.28 | 6.0 | 2.9 | 4.5 | 1.5 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.29 | 5.7 | 2.6 | 3.5 | 1.0 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.30 | 5.5 | 2.4 | 3.8 | 1.1 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.31 | 5.5 | 2.4 | 3.7 | 1.0 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.32 | 5.8 | 2.7 | 3.9 | 1.2 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.33 | 6.0 | 2.7 | 5.1 | 1.6 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.34 | 5.4 | 3.0 | 4.5 | 1.5 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.35 | 6.0 | 3.4 | 4.5 | 1.6 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.36 | 6.7 | 3.1 | 4.7 | 1.5 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.37 | 6.3 | 2.3 | 4.4 | 1.3 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.38 | 5.6 | 3.0 | 4.1 | 1.3 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.39 | 5.5 | 2.5 | 4.0 | 1.3 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.40 | 5.5 | 2.6 | 4.4 | 1.2 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.41 | 6.1 | 3.0 | 4.6 | 1.4 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.42 | 5.8 | 2.6 | 4.0 | 1.2 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.43 | 5.0 | 2.3 | 3.3 | 1.0 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.44 | 5.6 | 2.7 | 4.2 | 1.3 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.45 | 5.7 | 3.0 | 4.2 | 1.2 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.46 | 5.7 | 2.9 | 4.2 | 1.3 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.47 | 6.2 | 2.9 | 4.3 | 1.3 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.48 | 5.1 | 2.5 | 3.0 | 1.1 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| virginica.49 | 5.7 | 2.8 | 4.1 | 1.3 | versicolor | Iris virginica L. | L. | 1753 | Sp. Pl. 1: 39 | Iridaceae | 16600544 | No opinion | sp. | Iris virginica | Iris virginica L. | 1 | virginica |
| setosa | 6.3 | 3.3 | 6.0 | 2.5 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.1 | 5.8 | 2.7 | 5.1 | 1.9 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.2 | 7.1 | 3.0 | 5.9 | 2.1 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.3 | 6.3 | 2.9 | 5.6 | 1.8 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.4 | 6.5 | 3.0 | 5.8 | 2.2 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.5 | 7.6 | 3.0 | 6.6 | 2.1 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.6 | 4.9 | 2.5 | 4.5 | 1.7 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.7 | 7.3 | 2.9 | 6.3 | 1.8 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.8 | 6.7 | 2.5 | 5.8 | 1.8 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.9 | 7.2 | 3.6 | 6.1 | 2.5 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.10 | 6.5 | 3.2 | 5.1 | 2.0 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.11 | 6.4 | 2.7 | 5.3 | 1.9 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.12 | 6.8 | 3.0 | 5.5 | 2.1 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.13 | 5.7 | 2.5 | 5.0 | 2.0 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.14 | 5.8 | 2.8 | 5.1 | 2.4 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.15 | 6.4 | 3.2 | 5.3 | 2.3 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.16 | 6.5 | 3.0 | 5.5 | 1.8 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.17 | 7.7 | 3.8 | 6.7 | 2.2 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.18 | 7.7 | 2.6 | 6.9 | 2.3 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.19 | 6.0 | 2.2 | 5.0 | 1.5 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.20 | 6.9 | 3.2 | 5.7 | 2.3 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.21 | 5.6 | 2.8 | 4.9 | 2.0 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.22 | 7.7 | 2.8 | 6.7 | 2.0 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.23 | 6.3 | 2.7 | 4.9 | 1.8 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.24 | 6.7 | 3.3 | 5.7 | 2.1 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.25 | 7.2 | 3.2 | 6.0 | 1.8 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.26 | 6.2 | 2.8 | 4.8 | 1.8 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.27 | 6.1 | 3.0 | 4.9 | 1.8 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.28 | 6.4 | 2.8 | 5.6 | 2.1 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.29 | 7.2 | 3.0 | 5.8 | 1.6 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.30 | 7.4 | 2.8 | 6.1 | 1.9 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.31 | 7.9 | 3.8 | 6.4 | 2.0 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.32 | 6.4 | 2.8 | 5.6 | 2.2 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.33 | 6.3 | 2.8 | 5.1 | 1.5 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.34 | 6.1 | 2.6 | 5.6 | 1.4 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.35 | 7.7 | 3.0 | 6.1 | 2.3 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.36 | 6.3 | 3.4 | 5.6 | 2.4 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.37 | 6.4 | 3.1 | 5.5 | 1.8 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.38 | 6.0 | 3.0 | 4.8 | 1.8 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.39 | 6.9 | 3.1 | 5.4 | 2.1 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.40 | 6.7 | 3.1 | 5.6 | 2.4 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.41 | 6.9 | 3.1 | 5.1 | 2.3 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.42 | 5.8 | 2.7 | 5.1 | 1.9 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.43 | 6.8 | 3.2 | 5.9 | 2.3 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.44 | 6.7 | 3.3 | 5.7 | 2.5 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.45 | 6.7 | 3.0 | 5.2 | 2.3 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.46 | 6.3 | 2.5 | 5.0 | 1.9 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.47 | 6.5 | 3.0 | 5.2 | 2.0 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.48 | 6.2 | 3.4 | 5.4 | 2.3 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
| setosa.49 | 5.9 | 3.0 | 5.1 | 1.8 | virginica | Iris setosa Pall. ex Link | Pall. ex Link | 1820 | Jahrb. Gewächsk. 1(3): 71 | Iridaceae | 16600262 | No opinion | sp. | Iris setosa | Iris setosa Pall. ex Link | 1 | setosa |
Referências
Chamberlain, Scott, Eduard Szoecs, Zachary Foster, e Zebulun Arendsee. 2020. taxize: Taxonomic Information from Around the Web. https://CRAN.R-project.org/package=taxize.