Multiple count if style "queries"
Hi Kay, Thanks very much for this - the workaround works fine. The problem i had ( i think) was that the text formatting was odd - a lot of the eco_names had accents which got messed up ( sure there is a technical term!) when i extracted them from the GIS database into excel. Thanks again to you and Eduard Chris
On 23 May 2011, at 12:32, Kay Cecil Cichini wrote:
Hi,
for curiosity i tried your full dataset:
and cast() works well in my case!
you can also do this "by hand" - and will get the same result.
best,
kay
###
require(reshape)
dfm<- melt(data2, id = "ECO_NAME")
dfc<- cast(dfm, ECO_NAME~variable, function(x) length(unique(x)))
# by hand -
# make new variable of ECO_NAME*variable combinations:
dfm$variable2 <- as.factor(paste(dfm$variable, dfm$ECO_NAME, sep = " - "))
# make vector to collect results for all unique ECO_NAME*variable combinations:
Ns <- data.frame(count = rep(NA, length(unique(dfm$variable2))),
row.names = unique(dfm$variable2))
# loop through all unique ECO_NAME*variable combinations:
for (i in levels(dfm$variable2)){
subset = dfm$value[dfm$variable2 == i]
Ns[i, "count"] <- length(unique(subset))
}
# put counts in matrix/table, Ns$count is in order of taxonomy
# levels (= "variable"), so I have to fill by cols (byrow = F),
# as the matrix/table colums are chosen to be the taxonomy levels:
result <- matrix(Ns$count,
nrow = length(levels(dfm$ECO_NAME)),
ncol = length(levels(dfm$variable)),
dimnames = list(levels(dfm$ECO_NAME), levels(dfm$variable)),
byrow = F)
print(results)
###
Zitat von Chris Mcowen <chrismcowen at gmail.com>:
Eduard,
Thanks, thats is exactly what i wanted. One last question / problem if you don't mind
The data i sent originally was just a small subset of my data. When i use the same code for the entire data frame i get
dfm<- melt(data2, id = "ECO_NAME")
dfc<- cast(dfm, ECO_NAME~variable, function(x) length(unique(x)))
#Error in nchar(rowsi, allowNA = FALSE) : invalid multibyte string 7
But the data is structured in exactly the same way?
Thanks
data3 <- structure(list(ECO_NAME = structure(c(1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 2L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
3L, 3L, 4L, 4L, 5L, 5L, 6L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 9L, 9L,
9L, 10L, 10L, 10L, 10L, 10L, 11L, 11L, 12L, 12L, 12L, 13L, 13L,
14L, 14L, 14L, 15L, 15L, 15L, 16L, 16L, 16L, 16L, 16L, 16L, 16L,
16L, 16L, 16L, 16L, 16L, 16L, 16L, 17L, 17L, 18L, 18L, 18L, 18L,
18L, 18L, 18L, 18L, 18L, 18L, 18L, 18L, 19L, 19L, 19L, 19L, 20L,
20L, 20L, 20L, 20L, 20L, 20L, 20L, 20L, 20L, 20L, 20L, 20L, 21L,
21L, 21L, 21L, 21L, 21L, 22L, 22L, 22L, 23L, 23L, 23L, 24L, 24L,
24L, 25L, 25L, 25L, 25L, 25L, 25L, 25L, 25L, 25L, 25L, 25L, 25L,
25L, 25L, 25L, 25L, 25L, 25L, 26L, 26L, 26L, 26L, 26L, 26L, 26L,
26L, 26L, 26L, 26L, 26L, 26L, 26L, 26L, 26L, 26L, 26L, 27L, 27L,
27L, 27L, 27L, 27L, 27L, 27L, 27L, 27L, 28L, 28L, 28L, 28L, 28L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 30L, 30L, 30L, 31L, 31L, 31L, 31L, 32L, 32L, 33L, 33L,
34L, 34L, 35L, 35L, 36L, 36L, 36L, 36L, 36L, 36L, 36L, 37L, 37L,
37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L,
37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 37L, 38L,
38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L,
38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L, 38L,
38L, 38L, 38L, 38L, 38L, 39L, 39L, 39L, 39L, 39L, 39L, 39L, 39L,
39L, 39L, 39L, 40L, 40L, 40L, 41L, 41L, 41L, 42L, 42L, 42L, 42L,
42L, 42L, 42L, 43L, 43L, 43L, 43L, 43L, 43L, 43L, 43L, 43L, 43L,
43L, 43L, 43L, 43L, 43L, 43L, 43L, 44L, 44L, 44L, 44L, 44L, 45L,
45L, 45L, 45L, 45L, 45L, 45L, 45L, 46L, 46L, 46L, 46L, 46L, 46L,
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48L, 48L, 48L, 48L, 48L, 49L, 49L, 49L, 49L, 49L, 49L, 49L, 49L,
50L, 50L, 50L, 50L, 50L, 51L, 51L, 51L, 52L, 52L, 52L, 53L, 53L,
53L, 53L, 54L, 54L, 54L, 54L, 54L, 54L, 54L, 54L, 55L, 55L, 56L,
56L, 57L, 57L, 57L, 57L, 57L, 57L, 58L, 58L, 58L, 58L, 58L, 58L,
58L, 58L, 58L, 58L, 58L, 58L, 58L, 58L, 58L, 58L, 58L, 58L, 58L,
58L, 59L, 59L, 59L, 59L, 60L, 60L, 60L, 61L, 61L, 61L, 61L, 61L,
61L, 61L, 61L, 62L, 62L, 62L, 62L, 62L, 62L, 62L, 62L, 62L, 63L,
63L, 63L, 63L, 63L, 63L, 63L, 63L, 63L, 63L, 64L, 64L, 64L, 64L,
64L, 64L, 64L, 64L, 64L, 64L, 64L, 64L, 64L, 64L, 64L, 64L, 64L,
64L, 64L, 64L, 64L, 65L, 65L, 65L, 65L, 66L, 66L, 67L, 67L, 67L,
67L, 67L, 67L, 67L, 67L, 68L, 68L, 68L, 68L, 68L, 68L, 68L, 69L,
69L, 70L, 70L, 70L, 71L, 71L, 71L, 71L, 71L, 71L, 71L, 72L, 72L,
72L, 72L, 72L, 72L, 72L, 72L, 73L, 73L, 74L, 74L, 74L, 74L, 74L,
74L, 74L, 75L, 75L, 75L, 75L, 75L, 75L, 75L, 75L, 75L, 75L, 75L,
75L, 75L, 75L, 75L, 75L, 75L, 75L, 75L, 76L, 76L, 77L, 77L, 77L,
77L, 77L, 77L, 77L, 77L, 77L, 77L, 77L, 77L, 77L, 77L, 78L, 78L,
78L, 79L, 79L, 79L, 79L, 79L, 79L, 79L, 79L, 79L, 79L, 79L, 79L,
79L, 79L, 79L, 79L, 79L, 79L, 79L, 80L, 80L, 80L, 80L, 80L, 80L,
81L, 81L, 81L, 81L, 81L, 81L, 82L, 82L, 83L, 83L, 83L, 83L, 83L,
84L, 84L, 84L, 84L, 84L, 84L, 84L, 84L, 84L, 84L, 84L, 84L, 84L,
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148L, 148L, 148L, 148L, 148L, 148L, 148L, 149L, 149L, 150L, 150L,
151L, 151L, 151L, 152L, 152L, 152L, 152L, 153L, 153L, 153L, 154L,
154L, 154L, 155L, 155L, 155L, 155L, 156L, 156L, 157L, 157L, 157L,
157L, 158L, 158L, 159L, 159L, 159L, 159L, 159L, 159L, 159L, 159L,
159L, 159L, 159L, 159L, 159L, 160L, 160L, 160L, 160L, 160L, 160L,
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162L, 162L, 162L, 162L, 162L, 162L, 162L, 162L, 162L, 162L, 162L,
162L, 162L, 163L, 163L, 163L, 163L, 163L, 163L, 163L, 163L, 163L,
163L, 163L, 163L, 163L, 163L, 163L, 164L, 164L, 164L, 165L, 165L,
165L, 165L, 166L, 166L, 166L, 166L, 167L, 167L, 168L, 168L, 168L,
168L, 169L, 169L, 169L, 170L, 170L, 170L, 170L, 171L, 171L, 171L,
171L, 171L, 171L, 171L, 172L, 172L, 172L, 172L, 173L, 173L, 173L,
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175L, 175L, 175L, 175L, 175L, 175L, 175L, 175L, 175L, 176L, 176L,
176L, 176L, 176L, 177L, 177L, 177L, 177L, 177L, 177L, 177L, 177L,
177L, 177L, 177L, 178L, 178L, 178L, 178L, 178L, 179L, 179L, 179L,
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321L, 321L, 321L, 322L, 322L, 323L, 323L, 324L, 324L, 325L, 325L,
325L, 326L, 326L, 326L, 327L, 327L, 327L, 327L, 327L, 327L, 328L,
328L, 328L, 328L, 329L, 329L, 329L, 329L, 329L, 329L, 329L, 329L,
330L, 330L, 331L, 331L, 332L, 332L, 333L, 333L, 334L, 334L, 334L,
334L, 334L, 334L, 334L, 334L, 335L, 335L, 335L, 336L, 336L, 336L,
336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L,
336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L, 336L,
336L, 336L, 336L, 336L, 336L, 336L, 337L, 337L, 337L, 338L, 338L,
338L, 338L, 338L, 339L, 339L, 339L, 339L, 339L, 339L, 339L, 340L,
340L, 340L, 340L, 340L, 340L, 340L, 340L, 340L, 340L, 341L, 341L,
341L, 341L, 341L, 341L, 341L, 341L, 341L, 342L, 342L, 342L, 342L,
342L, 342L, 343L, 343L, 344L, 344L, 344L, 345L, 345L, 346L, 346L,
346L, 346L, 347L, 347L, 347L, 347L, 347L, 347L, 348L, 348L, 348L,
348L, 348L, 348L, 348L, 348L, 348L, 349L, 349L, 349L, 349L, 349L,
350L, 350L, 351L, 351L, 351L, 351L, 352L, 352L, 352L, 352L, 352L,
352L, 352L, 352L, 352L, 352L, 352L, 352L, 352L, 352L, 352L, 353L,
353L, 353L, 353L, 353L, 353L, 353L, 353L, 353L, 353L, 353L, 353L,
353L, 353L, 353L, 353L, 354L, 354L, 355L, 355L, 356L, 356L, 356L,
356L, 356L, 356L, 357L, 357L, 357L, 357L, 357L, 357L, 357L, 357L,
357L, 357L, 357L, 357L, 358L, 358L, 358L, 358L, 358L, 358L, 358L,
358L, 358L, 358L, 358L, 358L, 359L, 359L, 359L, 359L, 359L, 359L,
359L, 359L, 359L, 359L, 359L, 359L, 359L, 360L, 360L, 360L, 360L,
360L, 360L, 360L, 360L, 360L, 360L, 360L, 361L, 361L, 361L, 361L,
361L, 362L, 362L, 362L, 362L, 362L, 363L, 363L, 363L, 363L, 364L,
364L, 364L, 364L, 364L, 364L, 365L, 365L, 365L, 365L, 365L, 366L,
366L, 366L, 366L, 366L, 366L, 366L, 366L, 366L, 367L, 367L, 367L,
367L, 367L, 367L, 368L, 368L, 368L, 368L, 368L, 368L, 369L, 369L,
369L, 369L, 369L, 370L, 370L, 371L, 371L, 371L, 371L, 371L, 371L,
371L, 372L, 372L, 372L, 372L, 372L, 372L, 372L, 373L, 373L, 374L,
374L, 374L, 374L, 375L, 375L, 376L, 376L, 376L, 376L, 377L, 377L,
377L, 377L, 377L, 377L, 377L, 377L, 377L, 377L, 377L, 377L, 377L,
377L, 377L, 378L, 378L, 378L, 379L, 379L, 379L, 379L, 379L, 379L,
379L, 379L, 380L, 380L, 380L, 380L, 380L, 380L, 380L, 380L, 380L,
380L, 380L, 380L, 380L, 381L, 381L, 381L, 381L, 381L, 381L, 381L,
381L, 381L, 381L, 381L, 381L, 382L, 382L, 382L, 383L, 383L, 383L,
384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L,
384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L, 384L,
385L, 385L, 385L, 385L, 385L, 386L, 386L, 386L, 386L, 386L, 387L,
387L, 388L, 388L, 389L, 389L, 389L, 389L, 390L, 390L, 390L, 390L,
390L, 390L, 390L, 390L, 390L, 390L, 390L, 390L, 390L, 390L, 391L,
391L, 391L, 391L, 391L, 391L, 391L, 391L, 392L, 392L, 392L, 392L,
392L, 392L, 393L, 393L, 393L, 393L, 393L, 393L, 393L, 393L, 393L,
393L, 394L, 394L, 394L, 395L, 395L, 395L, 395L, 396L, 396L, 396L,
396L, 396L, 396L, 396L, 397L, 397L, 397L, 397L, 397L, 397L, 397L,
397L, 397L, 397L, 397L, 398L, 398L, 399L, 399L, 399L, 400L, 400L,
400L, 401L, 401L, 402L, 402L, 402L, 402L, 402L, 403L, 403L, 403L,
403L, 403L, 403L, 403L, 404L, 404L, 404L, 404L, 404L, 404L, 405L,
405L, 405L, 405L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L,
406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L,
406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L, 406L,
407L, 407L, 407L, 407L, 407L, 407L, 408L, 408L, 409L, 409L, 410L,
410L, 410L, 411L, 411L, 411L, 411L, 411L, 411L, 411L, 412L, 412L,
412L, 412L, 412L, 412L, 412L, 412L, 412L, 412L, 412L, 412L, 412L,
412L, 412L, 412L, 413L, 413L, 413L, 413L, 414L, 414L, 414L, 415L,
415L, 416L, 416L, 417L, 417L, 417L, 417L, 417L, 418L, 418L, 418L,
419L, 419L, 419L, 419L, 419L, 419L, 419L, 419L, 420L, 420L, 420L,
420L, 420L, 420L, 420L, 421L, 421L, 421L, 422L, 422L, 422L, 422L,
422L, 423L, 423L, 423L, 423L, 423L, 423L, 423L, 424L, 424L, 424L,
424L, 424L, 424L, 424L, 424L, 424L, 424L, 424L, 424L, 424L, 424L,
424L, 424L, 424L, 424L, 424L, 425L, 425L, 425L, 425L, 425L, 425L,
425L, 425L, 425L, 425L, 425L, 425L, 426L, 426L, 426L, 426L, 426L,
426L, 426L, 426L, 426L, 427L, 427L, 427L, 428L, 428L, 428L, 428L,
428L, 429L, 429L, 429L, 429L, 429L, 429L, 429L, 429L, 429L, 429L,
429L, 429L, 429L, 429L, 430L, 430L, 431L, 431L, 431L, 431L, 431L,
431L, 431L, 431L, 431L, 431L, 431L, 431L, 431L, 431L, 431L, 432L,
432L, 433L, 433L, 434L, 434L, 434L, 434L, 435L, 435L, 436L, 436L,
436L, 436L, 436L, 436L, 436L, 436L, 436L, 436L, 436L, 436L, 436L,
437L, 437L, 437L, 438L, 438L, 438L, 438L, 438L, 438L, 438L, 438L,
439L, 439L, 439L, 439L, 439L, 439L, 439L, 439L, 439L, 439L, 439L,
440L, 440L, 440L, 440L, 440L, 440L, 441L, 441L, 441L, 442L, 442L,
442L, 442L, 443L, 443L, 443L, 443L, 443L, 443L, 443L, 443L, 443L,
443L, 444L, 444L, 444L, 444L, 444L, 444L, 445L, 445L, 445L, 445L,
445L, 445L, 445L, 445L, 446L, 446L, 447L, 447L, 447L, 447L, 448L,
448L, 449L, 449L, 449L, 450L, 450L, 450L, 450L, 451L, 451L, 452L,
452L, 452L, 452L, 452L, 452L, 452L, 452L, 452L, 452L, 452L, 452L,
453L, 453L, 453L, 453L, 453L, 454L, 454L, 454L, 454L, 454L, 454L,
454L, 454L, 454L, 454L, 454L, 454L, 454L, 454L, 454L, 454L, 454L,
455L, 455L, 455L, 456L, 456L, 457L, 457L, 457L, 457L, 457L, 457L,
457L, 457L, 457L, 457L, 458L, 458L), .Label = c("Aegean and Western Turkey sclerophyllous and mixed forests",
"Albany thickets", "Albertine Rift montane forests", "Aleutian Islands tundra",
"Allegheny Highlands forests", "Alps conifer and mixed forests",
"Alto Paran\x88 Atlantic forests", "Amazon-Orinoco-Southern Caribbean mangroves",
"Andaman Islands rain forests", "Angolan Miombo woodlands", "Angolan Mopane woodlands",
"Angolan scarp savanna and woodlands", "Appalachian-Blue Ridge forests",
"Apure-Villavicencio dry forests", "Arabian Desert and East Sahero-Arabian xeric shrublands",
"Araucaria moist forests", "Araya and Paria xeric scrub", "Arnhem Land tropical savanna",
"Atlantic Coast restingas", "Atlantic dry forests", "Atlantic Equatorial coastal forests",
"Australian Alps montane grasslands", "Bahamian pine mosaic",
"Bahamian-Antillean mangroves", "Bahia coastal forests", "Bahia interior forests",
"Baj\xcdo dry forests", "Balkan mixed forests", "Balsas dry forests",
"Baluchistan xeric woodlands", "Belizian pine forests", "Beni savanna",
"Bering tundra", "Biak-Numfoor rain forests", "Blue Mountains forests",
"Bolivian montane dry forests", "Bolivian Yungas", "Borneo lowland rain forests",
"Borneo montane rain forests", "Borneo peat swamp forests", "Brahmaputra Valley semi-evergreen forests",
"Brigalow tropical savanna", "Caatinga", "California interior chaparral and woodlands",
"Cameroonian Highlands forests", "Campos Rupestres montane savanna",
"Cantabrian mixed forests", "Cantebury-Otago tussock grasslands",
"Cape York Peninsula tropical savanna", "Caqueta moist forests",
"Cardamom Mountains rain forests", "Carolines tropical moist forests",
"Carpathian montane forests", "Carpentaria tropical savanna",
"Caspian Hyrcanian mixed forests", "Catatumbo moist forests",
"Cauca Valley dry forests", "Cauca Valley montane forests", "Caucasus mixed forests",
"Central Afghan Mountains xeric woodlands", "Central American Atlantic moist forests",
"Central American dry forests", "Central American montane forests",
"Central American pine-oak forests", "Central Anatolian steppe and woodlands",
"Central Andean dry puna", "Central Andean puna", "Central Andean wet puna",
"Central Asian northern desert", "Central China loess plateau mixed forests",
"Central Congolian lowland forests", "Central Deccan Plateau dry deciduous forests",
"Central European mixed forests", "Central forest-grasslands transition",
"Central Indochina dry forests", "Central Korean deciduous forests",
"Central Mexican matorral", "Central Persian desert basins",
"Central Range montane rain forests", "Central Range sub-alpine grasslands",
"Central Ranges xeric scrub", "Central Tibetan Plateau alpine steppe",
"Central U.S. hardwood forests", "Central Zambezian Miombo woodlands",
"Cerrado", "Changjiang Plain evergreen forests", "Chao Phraya freshwater swamp forests",
"Chao Phraya lowland moist deciduous forests", "Chhota-Nagpur dry deciduous forests",
"Chiapas Depression dry forests", "Chiapas montane forests",
"Chihuahuan desert", "Chilean matorral", "Chiquitano dry forests",
"Choc\x84-Dari_n moist forests", "Colorado Plateau shrublands",
"Colorado Rockies forests", "Comoros forests", "Cordillera Central p\x88ramo",
"Cordillera La Costa montane forests", "Cordillera Oriental montane forests",
"Costa Rican seasonal moist forests", "Crete Mediterranean forests",
"Cross-Sanaga-Bioko coastal forests", "Cuban dry forests", "Cuban moist forests",
"Cuban pine forests", "Cyprus Mediterranean forests", "Daba Mountains evergreen forests",
"Deccan thorn scrub forests", "Dinaric Mountains mixed forests",
"Drakensberg alti-montane grasslands and woodlands", "Drakensberg montane grasslands, woodlands and forests",
"Dry Chaco", "East African mangroves", "East African montane forests",
"East African montane moorlands", "East Central Texas forests",
"East Deccan dry-evergreen forests", "East Saharan montane xeric woodlands",
"East Sudanian savanna", "Eastern Anatolian deciduous forests",
"Eastern Anatolian montane steppe", "Eastern Arc forests", "Eastern Australia mulga shrublands",
"Eastern Australian temperate forests", "Eastern Canadian forests",
"Eastern Congolian swamp forests", "Eastern Cordillera real montane forests",
"Eastern Great Lakes lowland forests", "Eastern Guinean forests",
"Eastern highlands moist deciduous forests", "Eastern Himalayan alpine shrub and meadows",
"Eastern Himalayan broadleaf forests", "Eastern Himalayan subalpine conifer forests",
"Eastern Java-Bali montane rain forests", "Eastern Java-Bali rain forests",
"Eastern Mediterranean conifer-sclerophyllous-broadleaf forests",
"Eastern Miombo woodlands", "Eastern Panamanian montane forests",
"Eastern Zimbabwe montane forest-grassland mosaic", "Ecuadorian dry forests",
"Edwards Plateau savanna", "Elburz Range forest steppe", "Esperance mallee",
"Espinal", "Ethiopian montane forests", "Ethiopian montane grasslands and woodlands",
"Ethiopian montane moorlands", "Fernando de Noronha-Atol das Rocas moist forests",
"Fiji tropical dry forests", "Fiji tropical moist forests", "Gissaro-Alai open woodlands",
"Goadavari-Krishna mangroves", "Great Sandy-Tanami desert", "Great Victoria desert",
"Greater Negros-Panay rain forests", "Guayaquil flooded grasslands",
"Guianan Highlands moist forests", "Guianan moist forests", "Guianan piedmont and lowland moist forests",
"Guianan savanna", "Guinean forest-savanna mosaic", "Guinean mangroves",
"Guinean montane forests", "Guizhou Plateau broadleaf and mixed forests",
"Gulf of Oman desert and semi-desert", "Hainan Island monsoon rain forests",
"Hawaii tropical dry forests", "Hawaii tropical moist forests",
"Hengduan Mountains subalpine conifer forests", "High Monte",
"Highveld grasslands", "Himalayan subtropical broadleaf forests",
"Himalayan subtropical pine forests", "Hispaniolan dry forests",
"Hispaniolan moist forests", "Hispaniolan pine forests", "Hobyo grasslands and shrublands",
"Honshu alpine conifer forests", "Huang He Plain mixed forests",
"Humid Chaco", "Humid Pampas", "Huon Peninsula montane rain forests",
"Iberian sclerophyllous and semi-deciduous forests", "Illyrian deciduous forests",
"Indochina mangroves", "Iquitos varze\x88", "Irrawaddy dry forests",
"Irrawaddy moist deciduous forests", "Isthmian-Atlantic moist forests",
"Isthmian-Pacific moist forests", "Italian sclerophyllous and semi-deciduous forests",
"Jamaican moist forests", "Japur\x88-Solimoes-Negro moist forests",
"Jarrah-Karri forest and shrublands", "Jian Nan subtropical evergreen forests",
"Jos Plateau forest-grassland mosaic", "Juru\x88-Purus moist forests",
"Kalaallit Nunaat low arctic tundra", "Kalahari Acacia-Baikiaea woodlands",
"Kalahari xeric savanna", "Kamchatka-Kurile taiga", "Karakoram-West Tibetan Plateau alpine steppe",
"Kayah-Karen montane rain forests", "Khathiar-Gir dry deciduous forests",
"Kimberly tropical savanna", "Kinabalu montane alpine meadows",
"Klamath-Siskiyou forests", "Kopet Dag woodlands and forest steppe",
"Kuh Rud and Eastern Iran montane woodlands", "KwaZulu-Cape coastal forest mosaic",
"La Costa xeric shrublands", "Lake", "Llanos", "Low Monte", "Lower Gangetic Plains moist deciduous forests",
"Lowland fynbos and renosterveld", "Luang Prabang montane rain forests",
"Luzon montane rain forests", "Luzon rain forests", "Luzon tropical pine forests",
"Madagascar dry deciduous forests", "Madagascar ericoid thickets",
"Madagascar lowland forests", "Madagascar subhumid forests",
"Madagascar succulent woodlands", "Madeira-Tapaj\x84s moist forests",
"Magdalena Valley dry forests", "Magdalena Valley montane forests",
"Magdalena-Urab\x88 moist forests", "Magellanic subpolar forests",
"Malabar Coast moist forests", "Maputaland coastal forest mosaic",
"Maputaland-Pondoland bushland and thickets", "Mara_\x84n dry forests",
"Maranh?o Baba\x8du forests", "Masai xeric grasslands and shrublands",
"Mascarene forests", "Mato Grosso seasonal forests", "Mediterranean dry woodlands and steppe",
"Mediterranean woodlands and forests", "Meghalaya subtropical forests",
"Meseta Central matorral", "Mesoamerican Gulf-Caribbean mangroves",
"Mesopotamian shrub desert", "Middle Atlantic coastal forests",
"Middle East steppe", "Mindanao-Eastern Visayas rain forests",
"Mindoro rain forests", "Mitchell grass downs", "Mizoram-Manipur-Kachin rain forests",
"Mongolian-Manchurian grassland", "Montane fynbos and renosterveld",
"Monte Alegre varze\x88", "Murray-Darling woodlands and mallee",
"Myanmar Coast mangroves", "Myanmar coastal rain forests", "Nama Karoo",
"Nansei Islands subtropical evergreen forests", "Napo moist forests",
"Narmada Valley dry deciduous forests", "Negro-Branco moist forests",
"New Britain-New Ireland lowland rain forests", "New Caledonia dry forests",
"New Caledonia rain forests", "New England-Acadian forests",
"New Guinea mangroves", "Nigerian lowland forests", "Nihonkai montane deciduous forests",
"North Island temperate forests", "North Saharan steppe and woodlands",
"North Western Ghats moist deciduous forests", "North Western Ghats montane rain forests",
"Northeast India-Myanmar pine forests", "Northeastern coastal forests",
"Northeastern Congolian lowland forests", "Northeastern Himalayan subalpine conifer forests",
"Northeastern Spain and Southern France Mediterranean forests",
"Northern Acacia-Commiphora bushlands and thickets", "Northern Anatolian conifer and deciduous forests",
"Northern Andean p\x88ramo", "Northern Annamites rain forests",
"Northern Congolian forest-savanna mosaic", "Northern dry deciduous forests",
"Northern Indochina subtropical forests", "Northern New Guinea lowland rain and freshwater swamp forests",
"Northern New Guinea montane rain forests", "Northern Thailand-Laos moist deciduous forests",
"Northern Triangle subtropical forests", "Northern Zanzibar-Inhambane coastal forest mosaic",
"Northland temperate kauri forests", "Northwestern Andean montane forests",
"Northwestern Congolian lowland forests", "Northwestern Himalayan alpine shrub and meadows",
"Northwestern thorn scrub forests", "Nujiang Langcang Gorge alpine conifer and mixed forests",
"Oaxacan montane forests", "Orinoco Delta swamp forests", "Panamanian dry forests",
"Pannonian mixed forests", "Pantanal", "Pantepui", "Paropamisus xeric woodlands",
"Patagonian steppe", "Peninsular Malaysian montane rain forests",
"Peninsular Malaysian rain forests", "Pernambuco coastal forests",
"Peruvian Yungas", "Pet_n-Veracruz moist forests", "Pilbara shrublands",
"Pindus Mountains mixed forests", "Piney Woods forests", "Pontic steppe",
"Puerto Rican dry forests", "Puerto Rican moist forests", "Purus-Madeira moist forests",
"Qilian Mountains conifer forests", "Qin Ling Mountains deciduous forests",
"Qionglai-Minshan conifer forests", "Queensland tropical rain forests",
"Red Sea Nubo-Sindian tropical desert and semi-desert", "Registan-North Pakistan sandy desert",
"Richmond temperate forests", "Rio Negro campinarana", "Rodope montane mixed forests",
"Sahara desert", "Saharan flooded grasslands", "Sahelian Acacia savanna",
"Samoan tropical moist forests", "Sao Tome, Principe and Annobon moist lowland forests",
"Scandinavian and Russian taiga", "Scandinavian Montane Birch forest and grasslands",
"Sechura desert", "Serengeti volcanic grasslands", "Serra do Mar coastal forests",
"Sierra de los Tuxtlas", "Sierra Madre de Chiapas moist forests",
"Sierra Madre de Oaxaca pine-oak forests", "Sierra Madre del Sur pine-oak forests",
"Sierra Madre Occidental pine-oak forests", "Sierra Madre Oriental pine-oak forests",
"Sierra Nevada forests", "Simpson desert", "Sin\xec Valley dry forests",
"Solim?es-Japur\x88 moist forests", "Solomon Islands rain forests",
"Somali Acacia-Commiphora bushlands and thickets", "South American Pacific mangroves",
"South Appenine mixed montane forests", "South Central Rockies forests",
"South China-Vietnam subtropical evergreen forests", "South Deccan Plateau dry deciduous forests",
"South Florida rocklands", "South Iran Nubo-Sindian desert and semi-desert",
"South Island montane grasslands", "South Malawi montane forest-grassland mosaic",
"South Western Ghats moist deciduous forests", "South Western Ghats montane rain forests",
"Southeast Australia temperate forests", "Southeast Australia temperate savanna",
"Southeast Tibet shrublands and meadows", "Southeastern conifer forests",
"Southeastern Indochina dry evergreen forests", "Southeastern mixed forests",
"Southeastern Papuan rain forests", "Southern Acacia-Commiphora bushlands and thickets",
"Southern Africa bushveld", "Southern Anatolian montane conifer and deciduous forests",
"Southern Andean steppe", "Southern Andean Yungas", "Southern Atlantic mangroves",
"Southern Cone Mesopotamian savanna", "Southern Congolian forest-savanna mosaic",
"Southern Great Lakes forests", "Southern Mesoamerican Pacific mangroves",
"Southern Miombo woodlands", "Southern New Guinea freshwater swamp forests",
"Southern New Guinea lowland rain forests", "Southern Pacific dry forests",
"Southern Rift montane forest-grassland mosaic", "Southern Vietnam lowland dry forests",
"Southern Zanzibar-Inhambane coastal forest mosaic", "Southwest Amazon moist forests",
"Southwest Australia savanna", "Southwest Australia woodlands",
"Southwest Iberian Mediterranean sclerophyllous and mixed forests",
"Southwestern Arabian foothills savanna", "Southwestern Arabian montane woodlands",
"Sri Lanka dry-zone dry evergreen forests", "Sri Lanka lowland rain forests",
"Sri Lanka montane rain forests", "Succulent Karoo", "Sulawesi lowland rain forests",
"Sulawesi montane rain forests", "Sumatran lowland rain forests",
"Sumatran montane rain forests", "Sumatran peat swamp forests",
"Sunda Shelf mangroves", "Sundaland heath forests", "Sundarbans freshwater swamp forests",
"Swan Coastal Plain Scrub and Woodlands", "Taiheiyo evergreen forests",
"Taiheiyo montane deciduous forests", "Taiwan subtropical evergreen forests",
"Talamancan montane forests", "Tamaulipan matorral", "Tamaulipan mezquital",
"Tapaj\x84s-Xingu moist forests", "Tasmanian Central Highland forests",
"Tehuac\x88n Valley matorral", "Tenasserim-South Thailand semi-evergreen rain forests",
"Terai-Duar savanna and grasslands", "Texas blackland prairies",
"Tian Shan foothill arid steppe", "Tian Shan montane steppe and meadows",
"Tirari-Sturt stony desert", "Tocantins/Pindare moist forests",
"Trans-Mexican Volcanic Belt pine-oak forests", "Trinidad and Tobago moist forests",
"Tumbes-Piura dry forests", "Tyrrhenian-Adriatic Sclerophyllous and mixed forests",
"Uatuma-Trombetas moist forests", "Ucayali moist forests", "Upper Gangetic Plains moist deciduous forests",
"Uruguayan savanna", "Valdivian temperate forests", "Vanuatu rain forests",
"Venezuelan Andes montane forests", "Veracruz dry forests", "Victoria Basin forest-savanna mosaic",
"Victoria Plains tropical savanna", "Vogelkop montane rain forests",
"Vogelkop-Aru lowland rain forests", "Wasatch and Uinta montane forests",
"West Sudanian savanna", "Western Australian Mulga shrublands",
"Western Congolian forest-savanna mosaic", "Western Ecuador moist forests",
"Western Guinean lowland forests", "Western Gulf coastal grasslands",
"Western Himalayan alpine shrub and Meadows", "Western Himalayan broadleaf forests",
"Western Himalayan subalpine conifer forests", "Western Java montane rain forests",
"Western Java rain forests", "Western short grasslands", "Wyoming Basin shrub steppe",
"Xingu-Tocantins-Araguaia moist forests", "Yarlung Tsangpo arid steppe",
"Yucat\x88n moist forests", "Yunnan Plateau subtropical evergreen forests",
"Zagros Mountains forest steppe", "Zambezian and Mopane woodlands",
"Zambezian Baikiaea woodlands", "Zambezian Cryptosepalum dry forests",
"Zambezian flooded grasslands", "Zambezian halophytics"), class = "factor"),
Order = structure(c(1L, 2L, 2L, 2L, 5L, 7L, 7L, 7L, 2L, 2L,
7L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 2L,
7L, 7L, 7L, 2L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 1L, 1L, 1L, 1L, 2L, 2L, 7L, 7L, 1L, 7L,
8L, 1L, 2L, 2L, 5L, 7L, 2L, 2L, 2L, 5L, 7L, 7L, 7L, 2L, 2L,
7L, 2L, 2L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L,
7L, 7L, 7L, 2L, 7L, 1L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 8L, 2L, 2L, 2L, 7L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 8L, 7L, 7L, 7L, 2L, 7L,
7L, 1L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 6L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L,
5L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 7L, 7L, 2L, 2L, 2L, 4L, 5L,
5L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 5L, 7L, 2L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 7L, 7L, 2L, 2L, 2L, 7L, 7L,
7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L,
1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 4L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L,
8L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 2L, 2L, 7L,
3L, 7L, 7L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L,
2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 5L, 7L,
7L, 8L, 1L, 2L, 2L, 2L, 2L, 2L, 8L, 8L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 6L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 2L, 2L, 3L, 7L, 7L, 7L, 7L, 8L, 1L, 4L, 7L,
7L, 7L, 1L, 2L, 7L, 2L, 7L, 8L, 2L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 5L, 7L, 2L, 2L, 2L, 3L, 6L, 7L, 7L, 7L,
1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 3L, 7L, 7L, 7L, 5L, 7L, 7L, 7L, 5L, 5L, 7L, 2L, 2L, 2L,
2L, 2L, 2L, 7L, 7L, 2L, 2L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 2L,
2L, 2L, 2L, 2L, 2L, 3L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 3L, 4L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
1L, 2L, 5L, 7L, 7L, 7L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 2L,
2L, 2L, 2L, 2L, 7L, 7L, 2L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L,
7L, 7L, 8L, 2L, 2L, 2L, 4L, 7L, 7L, 8L, 8L, 2L, 2L, 7L, 7L,
7L, 7L, 7L, 7L, 8L, 1L, 1L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 1L, 7L, 2L, 2L, 2L, 2L,
2L, 2L, 4L, 5L, 5L, 7L, 7L, 7L, 7L, 7L, 2L, 5L, 5L, 1L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 8L,
8L, 8L, 2L, 2L, 2L, 7L, 7L, 8L, 2L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
8L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 4L, 4L, 6L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 1L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 7L, 1L, 1L,
1L, 1L, 2L, 2L, 4L, 7L, 7L, 7L, 8L, 1L, 2L, 2L, 3L, 7L, 7L,
7L, 7L, 2L, 2L, 3L, 5L, 7L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 4L, 7L, 2L, 2L,
1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L, 7L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 1L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 1L, 2L, 1L, 2L,
2L, 5L, 8L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 7L,
7L, 7L, 7L, 2L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 7L, 1L, 2L, 2L,
2L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 8L, 2L, 7L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L,
7L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L,
2L, 7L, 7L, 7L, 1L, 2L, 7L, 8L, 7L, 7L, 7L, 2L, 4L, 7L, 7L,
7L, 7L, 7L, 8L, 8L, 2L, 2L, 5L, 2L, 2L, 2L, 2L, 2L, 2L, 7L,
7L, 7L, 8L, 8L, 2L, 2L, 2L, 5L, 7L, 1L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 8L, 8L, 7L, 7L, 7L, 7L,
2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 7L, 7L,
2L, 2L, 7L, 7L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 4L, 6L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 5L, 7L, 8L, 8L, 1L, 2L,
2L, 2L, 3L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 1L,
2L, 2L, 2L, 7L, 7L, 1L, 1L, 2L, 2L, 2L, 4L, 7L, 7L, 7L, 7L,
7L, 8L, 1L, 2L, 2L, 2L, 2L, 2L, 7L, 2L, 4L, 5L, 7L, 1L, 2L,
2L, 2L, 2L, 2L, 5L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 7L, 7L, 2L,
2L, 2L, 2L, 2L, 2L, 7L, 7L, 8L, 1L, 2L, 2L, 7L, 7L, 7L, 7L,
7L, 7L, 5L, 5L, 7L, 2L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 5L,
7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 5L, 7L, 7L, 2L, 7L, 7L,
7L, 2L, 7L, 7L, 2L, 2L, 7L, 7L, 2L, 2L, 7L, 2L, 2L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 1L, 1L, 2L, 2L, 1L, 6L, 1L, 1L, 1L, 1L,
2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 1L, 1L, 1L, 1L, 1L, 1L,
2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L,
2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 4L, 5L, 7L, 7L, 7L, 7L, 7L,
8L, 2L, 4L, 7L, 2L, 2L, 8L, 8L, 2L, 7L, 7L, 7L, 2L, 2L, 3L,
7L, 7L, 7L, 7L, 7L, 8L, 4L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L,
7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 7L, 2L,
7L, 7L, 8L, 8L, 1L, 1L, 2L, 3L, 7L, 7L, 7L, 7L, 7L, 8L, 2L,
2L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L,
2L, 2L, 2L, 7L, 7L, 2L, 3L, 7L, 2L, 7L, 7L, 7L, 7L, 7L, 7L,
2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L,
7L, 7L, 8L, 2L, 2L, 7L, 2L, 2L, 2L, 7L, 7L, 1L, 1L, 1L, 2L,
7L, 8L, 1L, 2L, 6L, 6L, 7L, 7L, 8L, 7L, 7L, 7L, 8L, 8L, 1L,
2L, 2L, 7L, 7L, 7L, 8L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 6L, 6L, 7L, 7L, 7L, 7L, 1L, 1L, 1L, 1L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 2L, 6L,
7L, 7L, 1L, 2L, 2L, 7L, 7L, 2L, 2L, 7L, 7L, 1L, 7L, 7L, 7L,
7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 7L, 2L, 4L, 7L, 7L, 2L, 2L,
7L, 7L, 2L, 2L, 7L, 7L, 7L, 1L, 5L, 7L, 7L, 7L, 1L, 1L, 1L,
2L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 8L,
2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 5L, 5L, 7L, 5L, 5L, 2L,
2L, 2L, 2L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 7L, 7L,
7L, 7L, 7L, 8L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
1L, 2L, 3L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 1L, 4L, 7L, 7L, 8L, 2L,
2L, 7L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 2L,
2L, 2L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 4L, 7L, 8L, 8L, 2L, 2L,
2L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L,
7L, 7L, 7L, 8L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 4L, 7L, 7L, 7L, 8L, 2L, 4L, 5L, 8L, 2L, 2L, 2L, 2L, 2L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L,
4L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 2L, 2L, 2L, 3L, 7L,
8L, 8L, 8L, 2L, 2L, 7L, 7L, 8L, 2L, 2L, 2L, 7L, 2L, 2L, 3L,
7L, 8L, 7L, 7L, 2L, 2L, 2L, 7L, 7L, 2L, 2L, 7L, 7L, 7L, 7L,
7L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 7L, 1L, 1L, 2L, 2L, 7L,
7L, 7L, 7L, 7L, 2L, 2L, 2L, 5L, 7L, 7L, 2L, 7L, 7L, 7L, 7L,
7L, 7L, 2L, 2L, 7L, 7L, 7L, 2L, 7L, 2L, 3L, 7L, 2L, 2L, 2L,
7L, 7L, 7L, 7L, 7L, 2L, 4L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L,
7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L,
7L, 7L, 2L, 2L, 7L, 2L, 7L, 7L, 7L, 7L, 7L, 8L, 4L, 7L, 7L,
8L, 7L, 7L, 7L, 7L, 8L, 2L, 2L, 2L, 7L, 2L, 4L, 7L, 7L, 7L,
1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 6L,
6L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 1L, 2L, 2L, 3L, 7L, 7L, 7L,
8L, 1L, 1L, 2L, 2L, 2L, 4L, 7L, 7L, 1L, 2L, 7L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 7L, 7L, 7L, 1L, 7L, 2L, 2L, 8L, 2L, 7L, 7L,
7L, 2L, 7L, 7L, 7L, 7L, 2L, 2L, 7L, 8L, 8L, 8L, 8L, 2L, 2L,
3L, 4L, 7L, 7L, 8L, 8L, 8L, 8L, 2L, 7L, 8L, 7L, 7L, 7L, 7L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 8L, 8L, 1L, 7L,
7L, 2L, 2L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 8L, 1L,
2L, 2L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 7L, 7L, 7L,
7L, 7L, 7L, 2L, 7L, 7L, 1L, 1L, 2L, 2L, 2L, 2L, 4L, 5L, 7L,
7L, 7L, 7L, 7L, 8L, 2L, 7L, 7L, 7L, 1L, 1L, 1L, 1L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 8L,
1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 8L, 1L, 2L, 2L, 2L, 2L,
2L, 7L, 8L, 2L, 7L, 7L, 8L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 5L,
7L, 7L, 7L, 7L, 7L, 7L, 8L, 7L, 7L, 1L, 1L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 6L, 6L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 1L, 2L, 2L, 2L, 2L,
2L, 2L, 3L, 7L, 8L, 5L, 7L, 7L, 7L, 7L, 1L, 7L, 7L, 7L, 7L,
1L, 2L, 2L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 7L,
2L, 2L, 7L, 2L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 6L, 7L,
7L, 7L, 7L, 7L, 2L, 5L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 1L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 4L, 4L, 5L, 7L, 7L, 7L, 7L, 8L, 2L,
2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 4L,
4L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
2L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 7L, 1L, 2L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 7L, 7L, 2L, 2L,
2L, 3L, 7L, 7L, 2L, 7L, 5L, 7L, 7L, 7L, 2L, 4L, 7L, 7L, 7L,
7L, 2L, 2L, 2L, 7L, 7L, 7L, 2L, 2L, 5L, 7L, 2L, 2L, 2L, 5L,
7L, 7L, 7L, 7L, 2L, 7L, 2L, 8L, 7L, 7L, 7L, 7L, 2L, 2L, 7L,
7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L, 1L, 1L, 1L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 2L, 2L, 2L, 2L, 2L, 7L,
7L, 7L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 2L, 7L,
7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 2L, 2L,
2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 4L, 1L, 2L, 6L, 7L,
2L, 2L, 2L, 2L, 2L, 7L, 2L, 2L, 2L, 3L, 4L, 5L, 7L, 7L, 7L,
1L, 1L, 3L, 7L, 7L, 2L, 2L, 5L, 7L, 7L, 7L, 1L, 2L, 2L, 2L,
3L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 1L, 2L, 2L, 2L,
2L, 4L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 8L, 2L, 7L, 2L,
5L, 2L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 4L, 7L,
7L, 7L, 7L, 8L, 2L, 2L, 2L, 2L, 2L, 4L, 4L, 5L, 7L, 8L, 8L,
8L, 1L, 1L, 2L, 2L, 2L, 7L, 7L, 7L, 8L, 8L, 8L, 8L, 8L, 2L,
2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 7L,
2L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 4L, 5L, 8L,
7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 8L, 1L,
2L, 2L, 2L, 7L, 7L, 2L, 2L, 2L, 2L, 3L, 7L, 1L, 2L, 2L, 5L,
7L, 7L, 7L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 7L,
7L, 7L, 7L, 7L, 2L, 2L, 2L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 1L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 8L, 2L,
7L, 7L, 2L, 2L, 2L, 2L, 7L, 7L, 8L, 8L, 2L, 2L, 2L, 2L, 2L,
5L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 7L,
7L, 7L, 7L, 7L, 8L, 1L, 2L, 7L, 4L, 7L, 7L, 1L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 6L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 2L, 2L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 7L, 2L, 7L,
2L, 7L, 2L, 2L, 7L, 7L, 2L, 2L, 2L, 2L, 3L, 5L, 7L, 7L, 7L,
7L, 7L, 7L, 8L, 8L, 2L, 3L, 7L, 7L, 7L, 7L, 8L, 8L, 2L, 2L,
7L, 7L, 7L, 8L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 5L, 7L, 7L, 2L,
2L, 7L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 7L, 7L, 7L, 1L, 2L,
2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 2L, 8L, 2L, 2L, 8L, 2L,
2L, 7L, 2L, 7L, 2L, 2L, 7L, 7L, 7L, 5L, 7L, 7L, 7L, 7L, 7L,
7L, 5L, 7L, 7L, 7L, 7L, 7L, 1L, 7L, 7L, 7L, 1L, 1L, 1L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 4L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 5L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 7L, 7L,
7L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 3L, 5L, 7L, 7L, 7L, 7L,
7L, 8L, 1L, 2L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 2L, 2L,
7L, 7L, 7L, 2L, 2L, 7L, 2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 2L,
2L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 7L, 1L, 2L, 2L, 2L, 2L, 1L,
2L, 2L, 2L, 2L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 3L, 4L, 6L, 7L, 7L, 7L, 8L, 8L, 1L, 2L, 2L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L, 2L, 7L, 7L, 7L, 7L,
7L, 4L, 7L, 7L, 2L, 2L, 2L, 2L, 7L, 1L, 1L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 3L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 2L, 2L,
2L, 7L, 8L, 7L, 7L, 2L, 2L, 2L, 2L, 3L, 4L, 5L, 7L, 7L, 7L,
7L, 8L, 8L, 7L, 7L, 7L, 2L, 2L, 2L, 3L, 7L, 7L, 8L, 8L, 1L,
2L, 2L, 2L, 2L, 3L, 6L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 5L,
8L, 7L, 7L, 7L, 1L, 2L, 7L, 7L, 1L, 1L, 4L, 5L, 7L, 7L, 7L,
7L, 7L, 7L, 1L, 1L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L, 2L,
2L, 7L, 1L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 2L, 2L, 2L, 2L,
7L, 8L, 2L, 4L, 1L, 2L, 2L, 2L, 2L, 5L, 7L, 7L, 7L, 8L, 8L,
8L, 2L, 2L, 2L, 5L, 7L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 5L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 8L, 2L, 2L, 1L, 1L,
2L, 2L, 2L, 2L, 7L, 7L, 7L, 8L, 2L, 2L), .Label = c("Alismatales",
"Asparagales", "Commelinales", "Dioscoreales", "Liliales",
"Pandanales", "Poales", "Zingiberales"), class = "factor"),
Family = structure(c(6L, 4L, 7L, 23L, 11L, 30L, 30L, 30L,
22L, 23L, 16L, 5L, 18L, 29L, 29L, 29L, 29L, 17L, 16L, 16L,
16L, 16L, 16L, 31L, 29L, 30L, 16L, 30L, 4L, 29L, 6L, 6L,
6L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 9L, 8L, 8L, 8L, 16L, 16L, 16L, 19L, 30L, 30L,
30L, 30L, 30L, 6L, 6L, 6L, 6L, 29L, 29L, 16L, 30L, 6L, 16L,
35L, 6L, 7L, 29L, 20L, 16L, 7L, 29L, 29L, 20L, 16L, 16L,
30L, 29L, 29L, 19L, 7L, 7L, 30L, 23L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 8L, 8L, 8L, 19L, 30L, 30L, 29L, 16L, 6L, 12L,
16L, 16L, 30L, 30L, 30L, 30L, 30L, 30L, 30L, 35L, 29L, 29L,
29L, 30L, 29L, 29L, 29L, 29L, 8L, 8L, 8L, 16L, 19L, 30L,
30L, 30L, 30L, 6L, 18L, 18L, 29L, 29L, 35L, 16L, 16L, 30L,
29L, 30L, 30L, 6L, 8L, 30L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 8L, 8L, 8L, 8L, 8L, 8L, 16L, 30L, 30L, 6L,
29L, 29L, 29L, 29L, 29L, 29L, 33L, 8L, 8L, 16L, 16L, 19L,
30L, 30L, 30L, 30L, 34L, 29L, 29L, 29L, 29L, 29L, 24L, 16L,
30L, 30L, 30L, 6L, 4L, 23L, 30L, 30L, 29L, 29L, 29L, 17L,
24L, 24L, 8L, 8L, 8L, 8L, 16L, 30L, 30L, 30L, 30L, 6L, 24L,
30L, 29L, 8L, 16L, 34L, 8L, 30L, 30L, 30L, 6L, 29L, 16L,
30L, 3L, 7L, 29L, 8L, 8L, 8L, 30L, 3L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 12L,
8L, 8L, 8L, 16L, 16L, 30L, 30L, 30L, 30L, 30L, 6L, 6L, 6L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 9L, 17L, 16L, 16L, 16L, 19L, 30L,
30L, 30L, 30L, 35L, 35L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 30L, 29L, 29L, 16L, 12L, 16L, 30L, 29L, 16L,
16L, 30L, 30L, 30L, 30L, 6L, 29L, 29L, 29L, 29L, 29L, 29L,
8L, 8L, 8L, 8L, 8L, 16L, 16L, 19L, 30L, 30L, 32L, 24L, 30L,
30L, 35L, 6L, 29L, 29L, 29L, 29L, 29L, 28L, 35L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 33L, 33L, 8L, 8L, 8L, 16L,
30L, 34L, 4L, 16L, 16L, 16L, 30L, 30L, 30L, 30L, 29L, 29L,
12L, 16L, 30L, 30L, 30L, 35L, 6L, 9L, 8L, 30L, 34L, 6L, 29L,
16L, 29L, 30L, 35L, 4L, 30L, 30L, 30L, 16L, 16L, 30L, 30L,
30L, 30L, 30L, 30L, 24L, 30L, 29L, 29L, 29L, 12L, 15L, 8L,
8L, 16L, 6L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 12L, 8L, 8L, 19L, 24L, 30L,
30L, 30L, 24L, 24L, 30L, 29L, 29L, 29L, 29L, 29L, 29L, 8L,
30L, 29L, 29L, 12L, 8L, 8L, 16L, 30L, 30L, 30L, 29L, 29L,
29L, 29L, 29L, 29L, 12L, 8L, 8L, 30L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 12L, 17L, 15L, 8L, 8L, 8L,
16L, 30L, 30L, 30L, 30L, 6L, 7L, 11L, 30L, 16L, 30L, 3L,
3L, 8L, 8L, 16L, 16L, 30L, 30L, 3L, 29L, 29L, 29L, 29L, 8L,
8L, 7L, 30L, 16L, 30L, 30L, 5L, 18L, 29L, 16L, 30L, 30L,
35L, 5L, 29L, 29L, 17L, 16L, 16L, 35L, 35L, 4L, 29L, 16L,
16L, 16L, 30L, 30L, 30L, 35L, 6L, 6L, 29L, 29L, 29L, 29L,
17L, 16L, 16L, 16L, 16L, 16L, 30L, 30L, 30L, 30L, 35L, 35L,
35L, 6L, 30L, 29L, 29L, 29L, 29L, 29L, 29L, 17L, 24L, 24L,
8L, 30L, 30L, 30L, 30L, 23L, 24L, 24L, 6L, 25L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 12L, 10L, 16L, 16L, 19L, 30L, 30L,
35L, 35L, 35L, 29L, 29L, 29L, 10L, 30L, 35L, 29L, 16L, 30L,
30L, 30L, 30L, 30L, 30L, 16L, 16L, 16L, 30L, 30L, 6L, 6L,
5L, 5L, 5L, 5L, 7L, 18L, 18L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 17L, 16L, 16L, 16L, 16L, 16L,
16L, 16L, 16L, 16L, 16L, 16L, 16L, 19L, 30L, 30L, 30L, 30L,
35L, 6L, 3L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 9L, 17L, 33L, 33L, 8L,
8L, 8L, 8L, 8L, 8L, 8L, 8L, 16L, 16L, 16L, 16L, 16L, 16L,
16L, 19L, 19L, 19L, 30L, 30L, 30L, 30L, 30L, 30L, 34L, 34L,
6L, 16L, 16L, 16L, 16L, 30L, 30L, 6L, 16L, 6L, 6L, 6L, 6L,
29L, 29L, 17L, 16L, 30L, 30L, 35L, 6L, 5L, 29L, 12L, 16L,
16L, 30L, 30L, 29L, 29L, 12L, 24L, 8L, 29L, 29L, 1L, 29L,
30L, 30L, 30L, 30L, 30L, 8L, 30L, 30L, 29L, 29L, 8L, 8L,
8L, 16L, 16L, 30L, 30L, 30L, 34L, 6L, 6L, 6L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 8L, 8L, 8L, 8L, 8L, 19L, 30L,
16L, 16L, 30L, 30L, 16L, 16L, 29L, 17L, 16L, 29L, 29L, 6L,
6L, 29L, 29L, 29L, 29L, 29L, 29L, 9L, 8L, 8L, 30L, 30L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 12L, 6L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 8L,
8L, 30L, 30L, 6L, 7L, 6L, 18L, 29L, 11L, 35L, 29L, 8L, 19L,
30L, 30L, 30L, 30L, 29L, 29L, 29L, 8L, 30L, 30L, 30L, 30L,
29L, 30L, 30L, 30L, 6L, 7L, 7L, 23L, 30L, 6L, 29L, 29L, 29L,
16L, 30L, 30L, 6L, 5L, 29L, 29L, 16L, 16L, 16L, 30L, 35L,
4L, 30L, 23L, 29L, 29L, 7L, 22L, 23L, 23L, 29L, 29L, 29L,
29L, 17L, 16L, 16L, 16L, 16L, 7L, 8L, 16L, 30L, 30L, 30L,
30L, 30L, 16L, 30L, 6L, 5L, 18L, 29L, 29L, 16L, 16L, 19L,
6L, 5L, 16L, 35L, 16L, 16L, 30L, 5L, 17L, 16L, 16L, 16L,
16L, 16L, 35L, 35L, 29L, 29L, 11L, 5L, 5L, 18L, 29L, 29L,
29L, 16L, 16L, 30L, 35L, 35L, 2L, 23L, 2L, 24L, 30L, 6L,
5L, 18L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 16L, 16L,
19L, 31L, 28L, 35L, 16L, 30L, 30L, 30L, 29L, 29L, 29L, 29L,
29L, 16L, 16L, 16L, 16L, 30L, 30L, 34L, 35L, 16L, 16L, 18L,
29L, 16L, 30L, 6L, 6L, 6L, 6L, 6L, 3L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 12L, 9L, 15L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
8L, 8L, 8L, 8L, 8L, 8L, 8L, 19L, 30L, 30L, 16L, 16L, 30L,
5L, 18L, 18L, 29L, 11L, 16L, 35L, 35L, 6L, 5L, 29L, 29L,
12L, 17L, 16L, 16L, 16L, 30L, 30L, 30L, 30L, 35L, 35L, 35L,
6L, 2L, 2L, 29L, 30L, 30L, 6L, 6L, 29L, 29L, 29L, 17L, 16L,
16L, 30L, 30L, 30L, 35L, 6L, 29L, 29L, 29L, 29L, 29L, 30L,
29L, 17L, 11L, 30L, 6L, 7L, 7L, 18L, 23L, 23L, 11L, 30L,
30L, 6L, 7L, 18L, 29L, 29L, 29L, 29L, 29L, 16L, 16L, 16L,
16L, 16L, 16L, 19L, 30L, 29L, 29L, 29L, 8L, 8L, 30L, 7L,
7L, 29L, 29L, 29L, 29L, 16L, 19L, 35L, 6L, 29L, 29L, 8L,
8L, 8L, 30L, 16L, 30L, 24L, 24L, 30L, 29L, 30L, 30L, 30L,
6L, 7L, 18L, 29L, 29L, 11L, 16L, 16L, 16L, 30L, 6L, 5L, 7L,
7L, 18L, 11L, 16L, 16L, 18L, 16L, 16L, 30L, 29L, 30L, 30L,
29L, 29L, 30L, 30L, 7L, 7L, 30L, 5L, 29L, 16L, 16L, 30L,
30L, 30L, 16L, 30L, 6L, 6L, 29L, 29L, 6L, 15L, 6L, 6L, 6L,
6L, 29L, 29L, 29L, 29L, 8L, 8L, 8L, 16L, 30L, 6L, 6L, 6L,
6L, 6L, 6L, 29L, 29L, 29L, 29L, 29L, 29L, 16L, 16L, 16L,
16L, 19L, 30L, 30L, 30L, 6L, 29L, 29L, 29L, 29L, 29L, 9L,
8L, 8L, 8L, 8L, 16L, 16L, 16L, 30L, 30L, 30L, 34L, 6L, 29L,
29L, 29L, 29L, 29L, 29L, 16L, 16L, 16L, 16L, 19L, 30L, 30L,
5L, 5L, 18L, 29L, 29L, 29L, 12L, 17L, 11L, 16L, 16L, 16L,
30L, 30L, 28L, 5L, 17L, 30L, 18L, 29L, 28L, 35L, 29L, 16L,
16L, 30L, 7L, 23L, 12L, 16L, 16L, 16L, 30L, 30L, 35L, 17L,
30L, 30L, 30L, 6L, 1L, 2L, 29L, 29L, 16L, 30L, 8L, 16L, 30L,
30L, 5L, 7L, 7L, 22L, 29L, 29L, 12L, 16L, 29L, 16L, 30L,
35L, 35L, 6L, 6L, 29L, 12L, 16L, 16L, 30L, 30L, 30L, 35L,
29L, 29L, 8L, 30L, 30L, 6L, 29L, 29L, 29L, 29L, 8L, 8L, 30L,
30L, 30L, 34L, 29L, 29L, 29L, 8L, 30L, 5L, 12L, 30L, 29L,
30L, 16L, 16L, 30L, 30L, 30L, 29L, 29L, 16L, 19L, 30L, 30L,
30L, 30L, 30L, 30L, 30L, 29L, 29L, 29L, 29L, 10L, 30L, 35L,
4L, 7L, 30L, 4L, 7L, 23L, 30L, 30L, 6L, 6L, 6L, 29L, 16L,
35L, 6L, 29L, 15L, 15L, 8L, 19L, 27L, 30L, 30L, 30L, 35L,
35L, 6L, 29L, 29L, 30L, 30L, 30L, 35L, 6L, 6L, 6L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 15L, 15L, 8L,
30L, 30L, 30L, 6L, 6L, 6L, 6L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 8L, 8L, 8L, 16L,
30L, 30L, 30L, 30L, 30L, 30L, 4L, 29L, 29L, 16L, 29L, 15L,
30L, 30L, 6L, 29L, 29L, 8L, 30L, 29L, 29L, 30L, 34L, 6L,
16L, 16L, 16L, 30L, 30L, 30L, 5L, 5L, 29L, 29L, 29L, 16L,
29L, 9L, 30L, 30L, 7L, 29L, 16L, 30L, 7L, 29L, 31L, 16L,
30L, 6L, 24L, 16L, 30L, 30L, 6L, 6L, 6L, 29L, 29L, 29L, 29L,
29L, 29L, 17L, 16L, 16L, 30L, 30L, 35L, 35L, 35L, 35L, 5L,
16L, 30L, 10L, 16L, 30L, 30L, 30L, 30L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 10L, 19L, 30L, 30L, 30L, 30L, 24L,
24L, 30L, 24L, 24L, 22L, 23L, 29L, 29L, 16L, 16L, 16L, 16L,
6L, 29L, 29L, 29L, 29L, 29L, 8L, 8L, 16L, 19L, 19L, 35L,
5L, 29L, 29L, 16L, 16L, 16L, 30L, 30L, 6L, 5L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 8L, 16L, 30L, 30L, 34L, 30L,
30L, 30L, 6L, 29L, 12L, 17L, 16L, 16L, 16L, 30L, 30L, 30L,
35L, 4L, 7L, 7L, 23L, 23L, 23L, 23L, 23L, 16L, 16L, 16L,
30L, 31L, 6L, 17L, 30L, 30L, 35L, 29L, 29L, 30L, 6L, 6L,
29L, 29L, 29L, 29L, 29L, 16L, 30L, 30L, 30L, 30L, 29L, 29L,
29L, 30L, 30L, 29L, 29L, 29L, 29L, 29L, 17L, 16L, 35L, 35L,
29L, 29L, 29L, 30L, 31L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 16L, 16L, 30L, 31L, 35L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 17L, 30L, 30L,
31L, 35L, 29L, 17L, 11L, 35L, 29L, 29L, 29L, 29L, 29L, 19L,
30L, 30L, 30L, 30L, 34L, 34L, 29L, 29L, 3L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 12L, 17L, 8L, 8L, 19L, 19L, 30L, 29L,
16L, 16L, 30L, 5L, 29L, 29L, 12L, 16L, 35L, 35L, 35L, 29L,
29L, 16L, 16L, 35L, 4L, 23L, 23L, 16L, 3L, 29L, 12L, 30L,
27L, 30L, 30L, 5L, 7L, 29L, 16L, 16L, 29L, 29L, 16L, 19L,
19L, 19L, 30L, 7L, 22L, 23L, 6L, 6L, 4L, 7L, 22L, 16L, 6L,
6L, 29L, 29L, 16L, 19L, 30L, 30L, 30L, 1L, 7L, 29L, 24L,
30L, 30L, 29L, 16L, 16L, 19L, 30L, 30L, 34L, 7L, 22L, 30L,
30L, 30L, 7L, 30L, 29L, 12L, 30L, 29L, 29L, 29L, 10L, 19L,
16L, 30L, 30L, 29L, 17L, 16L, 16L, 30L, 30L, 30L, 2L, 16L,
30L, 30L, 4L, 7L, 7L, 7L, 23L, 23L, 23L, 23L, 23L, 29L, 16L,
16L, 16L, 30L, 31L, 31L, 29L, 29L, 34L, 29L, 10L, 16L, 19L,
30L, 30L, 35L, 17L, 16L, 16L, 35L, 16L, 16L, 30L, 30L, 35L,
23L, 23L, 23L, 30L, 29L, 9L, 16L, 16L, 16L, 6L, 6L, 6L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 12L, 15L, 15L,
8L, 8L, 8L, 8L, 8L, 30L, 27L, 6L, 5L, 29L, 12L, 16L, 19L,
30L, 35L, 6L, 6L, 29L, 29L, 29L, 9L, 16L, 19L, 6L, 29L, 16L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 16L, 16L, 30L, 6L, 30L,
18L, 29L, 35L, 29L, 16L, 30L, 30L, 29L, 16L, 30L, 30L, 30L,
7L, 22L, 16L, 35L, 35L, 35L, 35L, 29L, 29L, 12L, 17L, 16L,
16L, 35L, 35L, 35L, 35L, 29L, 30L, 35L, 16L, 16L, 30L, 30L,
5L, 18L, 18L, 18L, 29L, 29L, 29L, 16L, 16L, 30L, 30L, 28L,
35L, 6L, 16L, 30L, 4L, 7L, 16L, 16L, 6L, 5L, 18L, 29L, 29L,
16L, 16L, 30L, 35L, 6L, 7L, 23L, 30L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 12L, 8L, 8L, 8L, 8L, 19L, 30L, 29L, 16L,
30L, 6L, 6L, 5L, 18L, 29L, 29L, 17L, 11L, 16L, 16L, 16L,
16L, 16L, 28L, 29L, 16L, 16L, 30L, 6L, 6L, 6L, 6L, 5L, 29L,
29L, 29L, 29L, 29L, 29L, 16L, 16L, 16L, 16L, 30L, 30L, 35L,
35L, 35L, 35L, 6L, 6L, 29L, 29L, 29L, 29L, 29L, 29L, 12L,
35L, 6L, 29L, 29L, 29L, 29L, 29L, 16L, 35L, 29L, 16L, 16L,
35L, 5L, 29L, 29L, 29L, 29L, 29L, 29L, 11L, 16L, 16L, 16L,
30L, 30L, 30L, 35L, 16L, 30L, 6L, 6L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 12L,
15L, 15L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 19L, 19L, 30L,
30L, 6L, 6L, 18L, 18L, 29L, 29L, 29L, 29L, 12L, 16L, 35L,
24L, 16L, 30L, 30L, 30L, 6L, 16L, 16L, 30L, 30L, 6L, 2L,
29L, 16L, 30L, 30L, 29L, 8L, 8L, 8L, 16L, 30L, 29L, 29L,
19L, 29L, 29L, 30L, 4L, 30L, 30L, 8L, 30L, 6L, 29L, 29L,
29L, 29L, 15L, 8L, 8L, 19L, 30L, 30L, 7L, 24L, 30L, 30L,
30L, 29L, 29L, 29L, 16L, 6L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 17L, 17L, 11L, 16L, 16L, 16L, 16L, 26L, 29L, 29L, 6L,
6L, 3L, 3L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 15L, 8L, 8L, 8L, 8L, 8L,
8L, 8L, 19L, 30L, 30L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 12L, 9L, 17L, 15L, 8L, 8L, 8L, 8L, 16L,
30L, 30L, 30L, 30L, 34L, 16L, 16L, 30L, 4L, 30L, 16L, 30L,
30L, 16L, 30L, 6L, 30L, 6L, 29L, 16L, 30L, 30L, 30L, 34L,
19L, 34L, 30L, 30L, 16L, 30L, 29L, 29L, 29L, 30L, 30L, 30L,
29L, 29L, 29L, 12L, 30L, 30L, 7L, 16L, 24L, 30L, 30L, 30L,
29L, 9L, 16L, 30L, 30L, 30L, 7L, 7L, 22L, 16L, 30L, 30L,
5L, 29L, 11L, 16L, 5L, 5L, 29L, 11L, 16L, 16L, 16L, 30L,
29L, 30L, 29L, 14L, 30L, 30L, 30L, 30L, 29L, 29L, 8L, 8L,
19L, 30L, 30L, 30L, 5L, 16L, 16L, 6L, 6L, 6L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 8L, 8L, 8L, 8L, 8L, 16L, 19L, 19L, 30L, 30L, 21L,
29L, 29L, 29L, 29L, 29L, 8L, 30L, 30L, 7L, 29L, 29L, 8L,
8L, 16L, 30L, 29L, 29L, 29L, 29L, 29L, 8L, 8L, 8L, 8L, 30L,
29L, 29L, 29L, 29L, 8L, 30L, 30L, 30L, 30L, 7L, 29L, 29L,
8L, 8L, 30L, 30L, 30L, 16L, 30L, 30L, 29L, 9L, 6L, 29L, 15L,
8L, 29L, 29L, 29L, 29L, 29L, 30L, 5L, 29L, 29L, 12L, 17L,
11L, 16L, 16L, 30L, 6L, 6L, 12L, 8L, 30L, 4L, 29L, 24L, 16L,
16L, 30L, 6L, 29L, 29L, 29L, 12L, 13L, 16L, 16L, 16L, 16L,
16L, 30L, 30L, 30L, 35L, 6L, 5L, 29L, 29L, 29L, 17L, 17L,
16L, 16L, 16L, 16L, 16L, 16L, 16L, 35L, 35L, 29L, 34L, 23L,
24L, 29L, 16L, 30L, 30L, 30L, 30L, 6L, 7L, 29L, 29L, 29L,
29L, 17L, 16L, 16L, 16L, 31L, 35L, 5L, 29L, 29L, 29L, 29L,
17L, 17L, 11L, 16L, 35L, 35L, 35L, 6L, 6L, 5L, 29L, 29L,
16L, 16L, 16L, 35L, 35L, 35L, 35L, 35L, 7L, 29L, 29L, 29L,
29L, 10L, 16L, 16L, 16L, 30L, 30L, 29L, 10L, 16L, 30L, 30L,
29L, 33L, 30L, 30L, 30L, 16L, 30L, 30L, 34L, 6L, 29L, 29L,
17L, 11L, 35L, 16L, 16L, 30L, 30L, 30L, 29L, 29L, 29L, 29L,
10L, 16L, 19L, 30L, 35L, 6L, 5L, 18L, 29L, 16L, 16L, 7L,
23L, 23L, 29L, 12L, 16L, 6L, 7L, 23L, 11L, 30L, 16L, 30L,
29L, 8L, 8L, 8L, 30L, 30L, 30L, 29L, 29L, 29L, 8L, 8L, 30L,
30L, 19L, 30L, 5L, 18L, 29L, 16L, 16L, 30L, 29L, 8L, 8L,
16L, 6L, 7L, 7L, 22L, 29L, 29L, 29L, 29L, 29L, 29L, 16L,
16L, 16L, 16L, 35L, 29L, 16L, 30L, 25L, 29L, 29L, 29L, 16L,
19L, 35L, 35L, 29L, 29L, 29L, 29L, 29L, 24L, 8L, 8L, 8L,
8L, 16L, 30L, 30L, 6L, 18L, 29L, 29L, 29L, 29L, 16L, 16L,
16L, 16L, 19L, 35L, 6L, 29L, 16L, 17L, 16L, 16L, 6L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 15L,
8L, 8L, 8L, 16L, 30L, 30L, 30L, 30L, 29L, 29L, 30L, 31L,
31L, 29L, 10L, 30L, 30L, 34L, 4L, 16L, 29L, 16L, 7L, 23L,
16L, 16L, 29L, 29L, 29L, 29L, 12L, 11L, 16L, 16L, 16L, 16L,
16L, 16L, 35L, 35L, 29L, 12L, 16L, 16L, 16L, 30L, 35L, 35L,
29L, 29L, 16L, 16L, 30L, 35L, 4L, 5L, 7L, 23L, 23L, 23L,
23L, 20L, 30L, 31L, 29L, 29L, 16L, 29L, 29L, 29L, 29L, 6L,
29L, 29L, 29L, 10L, 30L, 30L, 6L, 29L, 29L, 29L, 29L, 29L,
10L, 16L, 30L, 30L, 30L, 29L, 35L, 29L, 29L, 35L, 29L, 29L,
30L, 29L, 16L, 29L, 29L, 10L, 30L, 31L, 24L, 16L, 16L, 30L,
30L, 30L, 30L, 24L, 16L, 30L, 30L, 30L, 30L, 6L, 16L, 30L,
30L, 6L, 6L, 6L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 29L, 9L,
15L, 8L, 8L, 19L, 30L, 30L, 30L, 24L, 8L, 8L, 8L, 30L, 30L,
30L, 30L, 30L, 30L, 10L, 16L, 16L, 1L, 7L, 29L, 29L, 30L,
30L, 30L, 6L, 6L, 6L, 6L, 18L, 29L, 29L, 29L, 12L, 11L, 16L,
16L, 16L, 16L, 30L, 35L, 6L, 29L, 16L, 30L, 16L, 16L, 30L,
7L, 30L, 30L, 30L, 7L, 29L, 10L, 30L, 30L, 29L, 29L, 30L,
29L, 29L, 29L, 8L, 8L, 30L, 30L, 30L, 29L, 29L, 16L, 16L,
16L, 19L, 30L, 6L, 3L, 30L, 6L, 4L, 7L, 22L, 23L, 6L, 29L,
29L, 29L, 29L, 30L, 30L, 6L, 3L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 29L, 12L, 9L, 15L, 8L, 30L, 30L, 27L, 27L,
6L, 5L, 29L, 16L, 19L, 30L, 30L, 30L, 30L, 30L, 30L, 30L,
29L, 29L, 29L, 29L, 8L, 8L, 16L, 16L, 19L, 17L, 30L, 30L,
29L, 29L, 29L, 29L, 30L, 6L, 6L, 29L, 29L, 29L, 29L, 29L,
29L, 29L, 29L, 12L, 16L, 19L, 30L, 8L, 30L, 6L, 5L, 29L,
29L, 29L, 29L, 29L, 29L, 16L, 16L, 16L, 16L, 19L, 30L, 30L,
30L, 30L, 29L, 29L, 29L, 29L, 10L, 35L, 16L, 16L, 5L, 5L,
5L, 29L, 12L, 17L, 11L, 16L, 16L, 16L, 30L, 28L, 35L, 16L,
30L, 31L, 5L, 7L, 18L, 12L, 16L, 30L, 28L, 35L, 6L, 29L,
29L, 29L, 29L, 12L, 15L, 8L, 19L, 30L, 30L, 6L, 5L, 18L,
18L, 11L, 35L, 16L, 16L, 30L, 6L, 2L, 30L, 30L, 6L, 6L, 17L,
24L, 16L, 16L, 16L, 30L, 30L, 30L, 6L, 6L, 16L, 16L, 30L,
30L, 6L, 29L, 29L, 29L, 29L, 29L, 29L, 30L, 6L, 16L, 16L,
16L, 30L, 30L, 16L, 16L, 6L, 29L, 29L, 2L, 2L, 30L, 35L,
29L, 17L, 6L, 2L, 29L, 29L, 29L, 11L, 16L, 16L, 30L, 35L,
35L, 35L, 2L, 7L, 23L, 24L, 30L, 7L, 22L, 29L, 29L, 29L,
29L, 29L, 11L, 16L, 16L, 16L, 16L, 16L, 16L, 16L, 16L, 30L,
7L, 16L, 35L, 29L, 29L, 6L, 6L, 7L, 18L, 29L, 29L, 16L, 16L,
30L, 35L, 7L, 29L), .Label = c("Agavaceae", "Alliaceae",
"Alstroemeriaceae", "Amaryllidaceae", "Anthericaceae", "Araceae",
"Asphodelaceae", "Bromeliaceae", "Burmanniaceae", "Centrolepidaceae",
"Colchicaceae", "Commelinaceae", "Convallariaceae", "Costaceae",
"Cyclanthaceae", "Cyperaceae", "Dioscoreaceae", "Dracaenaceae",
"Eriocaulaceae", "Eriospermaceae", "Heliconiaceae", "Hyacinthaceae",
"Iridaceae", "Liliaceae", "Lomandraceae", "Lowiaceae", "Marantaceae",
"Musaceae", "Orchidaceae", "Poaceae", "Restionaceae", "Themidaceae",
"Velloziaceae", "Xyridaceae", "Zingiberaceae"), class = "factor"),
Genus = structure(c(139L, 168L, 39L, 174L, 98L, 305L, 284L,
261L, 141L, 165L, 79L, 88L, 137L, 135L, 31L, 135L, 161L,
321L, 119L, 145L, 303L, 286L, 119L, 288L, 266L, 284L, 79L,
178L, 168L, 193L, 70L, 259L, 259L, 345L, 93L, 253L, 253L,
316L, 123L, 188L, 236L, 308L, 270L, 113L, 188L, 270L, 152L,
325L, 143L, 229L, 327L, 291L, 291L, 119L, 158L, 221L, 92L,
96L, 254L, 131L, 32L, 259L, 70L, 70L, 188L, 313L, 119L, 44L,
26L, 164L, 110L, 337L, 17L, 31L, 159L, 286L, 17L, 188L, 161L,
159L, 67L, 79L, 178L, 169L, 219L, 246L, 39L, 39L, 304L, 76L,
220L, 253L, 188L, 345L, 113L, 152L, 308L, 4L, 327L, 229L,
158L, 92L, 131L, 316L, 303L, 337L, 226L, 164L, 67L, 117L,
160L, 311L, 311L, 155L, 131L, 155L, 110L, 188L, 308L, 188L,
252L, 93L, 152L, 253L, 66L, 229L, 143L, 149L, 205L, 320L,
249L, 96L, 221L, 249L, 109L, 137L, 137L, 272L, 66L, 7L, 79L,
241L, 271L, 236L, 252L, 27L, 32L, 327L, 252L, 179L, 278L,
298L, 236L, 253L, 345L, 239L, 239L, 113L, 4L, 107L, 229L,
107L, 340L, 229L, 303L, 252L, 92L, 259L, 113L, 188L, 188L,
278L, 253L, 179L, 47L, 143L, 229L, 67L, 291L, 320L, 249L,
252L, 92L, 96L, 341L, 204L, 150L, 124L, 217L, 53L, 75L, 286L,
225L, 225L, 5L, 139L, 168L, 174L, 305L, 261L, 150L, 49L,
239L, 134L, 75L, 75L, 327L, 189L, 327L, 327L, 303L, 105L,
252L, 131L, 5L, 35L, 167L, 225L, 268L, 51L, 303L, 341L, 327L,
96L, 71L, 260L, 196L, 62L, 79L, 192L, 55L, 39L, 219L, 186L,
327L, 327L, 105L, 55L, 220L, 216L, 147L, 215L, 219L, 82L,
152L, 316L, 235L, 234L, 239L, 220L, 219L, 235L, 243L, 74L,
186L, 327L, 51L, 303L, 342L, 290L, 294L, 155L, 5L, 96L, 34L,
196L, 299L, 322L, 125L, 322L, 12L, 336L, 12L, 95L, 333L,
126L, 330L, 210L, 126L, 62L, 330L, 33L, 330L, 258L, 68L,
321L, 241L, 218L, 164L, 158L, 133L, 46L, 223L, 287L, 54L,
25L, 126L, 330L, 62L, 210L, 95L, 126L, 336L, 33L, 330L, 12L,
287L, 62L, 12L, 218L, 226L, 164L, 46L, 69L, 67L, 79L, 311L,
117L, 56L, 155L, 259L, 188L, 239L, 93L, 276L, 66L, 152L,
340L, 229L, 143L, 107L, 327L, 286L, 303L, 320L, 221L, 252L,
60L, 166L, 162L, 192L, 25L, 337L, 272L, 66L, 135L, 66L, 66L,
151L, 7L, 179L, 152L, 93L, 253L, 313L, 188L, 188L, 188L,
47L, 47L, 143L, 229L, 143L, 67L, 221L, 341L, 3L, 79L, 79L,
338L, 87L, 11L, 284L, 11L, 339L, 157L, 226L, 164L, 160L,
155L, 311L, 110L, 32L, 68L, 186L, 197L, 341L, 302L, 322L,
79L, 66L, 223L, 110L, 168L, 261L, 305L, 162L, 164L, 164L,
155L, 56L, 117L, 311L, 155L, 160L, 167L, 11L, 152L, 298L,
263L, 74L, 80L, 327L, 264L, 303L, 32L, 316L, 122L, 289L,
152L, 306L, 207L, 152L, 188L, 316L, 220L, 207L, 239L, 89L,
138L, 273L, 74L, 327L, 264L, 246L, 167L, 304L, 261L, 11L,
167L, 167L, 304L, 220L, 310L, 220L, 316L, 2L, 313L, 51L,
197L, 58L, 331L, 335L, 327L, 51L, 119L, 96L, 252L, 155L,
316L, 58L, 217L, 331L, 310L, 313L, 335L, 327L, 195L, 252L,
2L, 58L, 331L, 316L, 217L, 188L, 220L, 310L, 268L, 217L,
335L, 134L, 80L, 327L, 327L, 51L, 119L, 155L, 96L, 252L,
5L, 139L, 39L, 98L, 11L, 342L, 277L, 20L, 55L, 285L, 327L,
342L, 79L, 105L, 5L, 55L, 219L, 239L, 235L, 21L, 285L, 285L,
156L, 277L, 79L, 148L, 271L, 88L, 137L, 66L, 303L, 56L, 131L,
7L, 88L, 339L, 339L, 134L, 145L, 164L, 110L, 110L, 168L,
289L, 79L, 79L, 79L, 105L, 27L, 178L, 25L, 35L, 26L, 66L,
322L, 171L, 116L, 134L, 79L, 145L, 79L, 164L, 303L, 294L,
160L, 160L, 78L, 110L, 110L, 175L, 35L, 279L, 239L, 204L,
152L, 217L, 316L, 150L, 134L, 75L, 75L, 327L, 225L, 131L,
252L, 5L, 174L, 167L, 167L, 196L, 101L, 324L, 125L, 339L,
66L, 66L, 125L, 125L, 226L, 84L, 214L, 145L, 158L, 301L,
271L, 19L, 110L, 25L, 125L, 324L, 217L, 84L, 271L, 25L, 295L,
67L, 271L, 56L, 117L, 46L, 148L, 318L, 79L, 79L, 79L, 27L,
178L, 337L, 319L, 88L, 88L, 88L, 88L, 17L, 137L, 137L, 236L,
272L, 135L, 188L, 188L, 135L, 161L, 135L, 31L, 161L, 66L,
161L, 321L, 67L, 286L, 203L, 119L, 303L, 119L, 14L, 119L,
119L, 119L, 67L, 119L, 158L, 131L, 155L, 131L, 131L, 7L,
259L, 20L, 232L, 93L, 188L, 253L, 253L, 188L, 188L, 308L,
77L, 236L, 345L, 123L, 188L, 188L, 113L, 179L, 68L, 134L,
47L, 47L, 327L, 143L, 143L, 149L, 143L, 143L, 229L, 61L,
67L, 145L, 119L, 303L, 67L, 291L, 291L, 158L, 320L, 158L,
96L, 221L, 131L, 294L, 252L, 92L, 341L, 341L, 35L, 79L, 79L,
164L, 164L, 279L, 271L, 26L, 119L, 26L, 26L, 26L, 26L, 66L,
322L, 134L, 119L, 78L, 223L, 110L, 337L, 88L, 339L, 226L,
303L, 164L, 91L, 155L, 217L, 53L, 335L, 75L, 327L, 58L, 316L,
8L, 204L, 225L, 225L, 5L, 315L, 105L, 129L, 202L, 63L, 215L,
239L, 129L, 327L, 61L, 67L, 303L, 185L, 155L, 96L, 341L,
32L, 32L, 259L, 122L, 181L, 220L, 244L, 243L, 289L, 313L,
220L, 169L, 327L, 292L, 264L, 264L, 186L, 328L, 197L, 79L,
79L, 225L, 105L, 79L, 79L, 201L, 321L, 119L, 316L, 219L,
259L, 32L, 316L, 220L, 236L, 188L, 313L, 152L, 187L, 264L,
4L, 238L, 105L, 310L, 263L, 239L, 270L, 188L, 181L, 219L,
220L, 122L, 169L, 74L, 70L, 316L, 2L, 138L, 270L, 248L, 219L,
198L, 289L, 331L, 207L, 48L, 58L, 340L, 327L, 92L, 252L,
139L, 39L, 109L, 137L, 31L, 177L, 7L, 313L, 327L, 328L, 27L,
131L, 252L, 252L, 313L, 132L, 220L, 327L, 252L, 252L, 252L,
131L, 313L, 27L, 252L, 131L, 37L, 39L, 39L, 174L, 284L, 35L,
72L, 23L, 120L, 79L, 279L, 271L, 337L, 88L, 339L, 339L, 286L,
164L, 145L, 279L, 194L, 168L, 305L, 130L, 103L, 135L, 64L,
141L, 165L, 130L, 161L, 135L, 103L, 135L, 134L, 119L, 286L,
81L, 67L, 39L, 327L, 119L, 290L, 105L, 155L, 131L, 254L,
145L, 155L, 337L, 88L, 137L, 135L, 66L, 67L, 119L, 158L,
337L, 88L, 119L, 7L, 79L, 79L, 178L, 88L, 134L, 119L, 79L,
286L, 164L, 164L, 344L, 110L, 188L, 31L, 177L, 88L, 88L,
137L, 31L, 272L, 135L, 303L, 119L, 71L, 7L, 7L, 15L, 174L,
15L, 167L, 11L, 337L, 88L, 137L, 272L, 161L, 135L, 188L,
66L, 161L, 135L, 31L, 119L, 67L, 158L, 288L, 151L, 7L, 67L,
36L, 117L, 56L, 283L, 283L, 283L, 295L, 69L, 119L, 79L, 111L,
164L, 117L, 155L, 341L, 110L, 79L, 145L, 137L, 66L, 303L,
300L, 32L, 32L, 32L, 70L, 32L, 55L, 316L, 211L, 316L, 142L,
234L, 316L, 152L, 152L, 316L, 147L, 273L, 316L, 289L, 220L,
316L, 152L, 265L, 219L, 90L, 82L, 89L, 2L, 219L, 219L, 219L,
220L, 213L, 270L, 181L, 188L, 74L, 187L, 41L, 327L, 264L,
340L, 327L, 327L, 186L, 327L, 264L, 327L, 264L, 327L, 4L,
186L, 285L, 285L, 327L, 246L, 105L, 5L, 79L, 79L, 178L, 88L,
137L, 137L, 31L, 177L, 303L, 7L, 7L, 337L, 88L, 339L, 171L,
226L, 321L, 303L, 164L, 164L, 155L, 252L, 91L, 36L, 110L,
110L, 110L, 35L, 15L, 15L, 66L, 271L, 160L, 337L, 35L, 66L,
266L, 66L, 134L, 303L, 164L, 225L, 271L, 46L, 190L, 35L,
66L, 262L, 258L, 262L, 125L, 200L, 280L, 321L, 177L, 86L,
37L, 39L, 39L, 137L, 174L, 106L, 98L, 271L, 261L, 337L, 17L,
137L, 31L, 334L, 135L, 272L, 161L, 303L, 67L, 67L, 119L,
145L, 119L, 158L, 155L, 268L, 140L, 313L, 186L, 186L, 252L,
17L, 17L, 135L, 188L, 272L, 161L, 119L, 158L, 7L, 32L, 289L,
142L, 285L, 327L, 327L, 105L, 145L, 105L, 167L, 167L, 11L,
283L, 117L, 271L, 131L, 337L, 17L, 137L, 188L, 161L, 177L,
119L, 119L, 67L, 56L, 337L, 88L, 17L, 17L, 137L, 177L, 67L,
119L, 137L, 119L, 119L, 252L, 217L, 301L, 155L, 125L, 217L,
301L, 155L, 156L, 156L, 192L, 88L, 339L, 164L, 67L, 56L,
271L, 117L, 67L, 117L, 108L, 108L, 326L, 210L, 32L, 41L,
70L, 32L, 259L, 70L, 239L, 298L, 234L, 310L, 228L, 228L,
59L, 119L, 252L, 259L, 32L, 70L, 32L, 70L, 259L, 152L, 243L,
298L, 310L, 236L, 220L, 119L, 119L, 291L, 303L, 328L, 252L,
252L, 96L, 32L, 298L, 313L, 234L, 207L, 234L, 187L, 340L,
209L, 59L, 264L, 303L, 119L, 119L, 197L, 185L, 294L, 341L,
259L, 207L, 236L, 234L, 310L, 234L, 243L, 303L, 119L, 291L,
291L, 328L, 294L, 96L, 88L, 88L, 137L, 236L, 135L, 272L,
28L, 321L, 177L, 303L, 203L, 145L, 155L, 5L, 151L, 88L, 321L,
155L, 137L, 31L, 151L, 7L, 250L, 164L, 164L, 148L, 39L, 174L,
226L, 79L, 303L, 145L, 46L, 301L, 110L, 321L, 301L, 27L,
46L, 35L, 8L, 15L, 72L, 242L, 79L, 148L, 285L, 342L, 271L,
105L, 88L, 17L, 64L, 141L, 135L, 135L, 100L, 286L, 339L,
164L, 160L, 110L, 190L, 337L, 35L, 157L, 226L, 79L, 164L,
18L, 91L, 225L, 190L, 281L, 208L, 327L, 131L, 252L, 32L,
127L, 281L, 313L, 208L, 327L, 327L, 252L, 27L, 252L, 341L,
127L, 208L, 281L, 327L, 131L, 88L, 100L, 56L, 266L, 296L,
164L, 164L, 271L, 279L, 148L, 253L, 236L, 145L, 158L, 254L,
284L, 155L, 96L, 131L, 271L, 131L, 322L, 102L, 324L, 176L,
84L, 271L, 269L, 3L, 39L, 43L, 168L, 39L, 174L, 305L, 261L,
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62L, 84L, 110L, 79L, 79L, 88L, 88L, 88L, 188L, 28L, 321L,
177L, 145L, 303L, 203L, 155L, 151L, 7L, 67L, 231L, 128L,
88L, 17L, 137L, 247L, 303L, 300L, 151L, 7L, 32L, 270L, 94L,
289L, 220L, 74L, 41L, 327L, 328L, 105L, 197L, 109L, 88L,
137L, 137L, 177L, 7L, 79L, 79L, 56L, 35L, 15L, 225L, 318L,
35L, 337L, 134L, 167L, 164L, 79L, 79L, 225L, 18L, 318L, 35L,
337L, 79L, 79L, 225L, 18L, 302L, 85L, 262L, 12L, 33L, 280L,
262L, 131L, 302L, 303L, 79L, 79L, 225L, 56L, 79L, 79L, 32L,
243L, 188L, 15L, 15L, 271L, 25L, 236L, 134L, 35L, 15L, 230L,
116L, 339L, 177L, 164L, 164L, 56L, 25L, 190L, 25L, 15L, 39L,
174L, 167L, 11L, 17L, 141L, 161L, 135L, 135L, 188L, 161L,
177L, 303L, 163L, 286L, 286L, 119L, 119L, 203L, 119L, 131L,
17L, 119L, 7L, 188L, 272L, 319L, 337L, 17L, 137L, 161L, 31L,
119L, 286L, 131L, 7L, 17L, 161L), .Label = c("Acanthochlamys",
"Acianthera", "Acis", "Aechmea", "Aegopogon", "Aeranthes",
"Aframomum", "Agave", "Aglaonema", "Agropyron", "Agrostis",
"Agrostophyllum", "Alexgeorgea", "Alinula", "Allium", "Alocasia",
"Aloe", "Alopecurus", "Alpinia", "Alstroemeria", "Altensteinia",
"Ambrosina", "Amitostigma", "Ammochloa", "Amomum", "Amorphophallus",
"Andropogon", "Aneilema", "Angraecum", "Anguloa", "Ansellia",
"Anthurium", "Appendicula", "Aridarum", "Arisaema", "Aristida",
"Arum", "Arundinella", "Asphodelus", "Aspidistra", "Asplundia",
"Aulotandra", "Avena", "Axonopus", "Babiana", "Bambusa",
"Barbacenia", "Barbosella", "Barkeria", "Benthamia", "Billbergia",
"Bipinnula", "Bletia", "Boesenbergia", "Bomarea", "Brachiaria",
"Brachycorythis", "Brassia", "Brewcaria", "Brodiaea", "Bromelia",
"Bromheadia", "Bromus", "Bulbine", "Bulbinella", "Bulbophyllum",
"Bulbostylis", "Burmannia", "Caladenia", "Caladium", "Calamagrostis",
"Calanthe", "Calathea", "Callisia", "Calochortus", "Calydorea",
"Campylocentrum", "Capillipedium", "Carex", "Carludovica",
"Carpha", "Catasetum", "Caulokaempferia", "Centrolepis",
"Ceratostylis", "Chionachne", "Chionochloa", "Chlorophytum",
"Chondrorhyncha", "Chrysocycnis", "Chrysopogon", "Chusquea",
"Cleistes", "Cochleanthes", "Coelogyne", "Coelorachis", "Cohniella",
"Colchicum", "Coleochloa", "Commelina", "Cordyline", "Corybas",
"Corycium", "Costus", "Cottea", "Crocus", "Cryptanthus",
"Cryptocoryne", "Culcasia", "Curcuma", "Cyathochaeta", "Cyathocoma",
"Cyclopogon", "Cycnoches", "Cymbidiella", "Cymbidium", "Cymbopogon",
"Cynorkis", "Cyperus", "Cypripedium", "Cyrtanthus", "Cyrtochilum",
"Cyrtopodium", "Deiregyne", "Dendrobium", "Dendrochilum",
"Dendrophylax", "Desmocladus", "Deuterocohnia", "Dierama",
"Digitaria", "Dilomilis", "Dinochloa", "Dioscorea", "Disa",
"Dovea", "Dracaena", "Dracula", "Dracunculus", "Dresslerella",
"Drimia", "Dryadella", "Dyckia", "Echeandia", "Eleocharis",
"Elettariopsis", "Elleanthus", "Elymus", "Encholirium", "Encyclia",
"Ensete", "Epidendrum", "Epipactis", "Eragrostiella", "Eragrostis",
"Eremurus", "Eria", "Eriocaulon", "Eriospermum", "Eulalia",
"Eulophia", "Festuca", "Ficinia", "Fimbristylis", "Freesia",
"Fritillaria", "Gagea", "Galanthus", "Galeottia", "Geissorhiza",
"Geodorum", "Geostachys", "Gethyllis", "Gladiolus", "Globba",
"Glomera", "Gloriosa", "Glyceria", "Gomesa", "Gonatostylis",
"Gongora", "Gorgonidium", "Govenia", "Grosourdya", "Guadua",
"Guzmania", "Gymnosiphon", "Habenaria", "Hechtia", "Hedychium",
"Heliconia", "Helictotrichon", "Himantoglossum", "Hitchenia",
"Hohenbergiopsis", "Homalomena", "Homolepis", "Huntleya",
"Hypolytrum", "Isachne", "Jumellea", "Koeleria", "Kyllinga",
"Laelia", "Lagenocarpus", "Lemurella", "Lepanthes", "Lepanthopsis",
"Lindmania", "Liparis", "Lueddemannia", "Luisia", "Lycaste",
"Machaerina", "Macradenia", "Macroclinium", "Malaxis", "Mapania",
"Masdevallia", "Maxillaria", "Mesosetum", "Micraira", "Microstegium",
"Monotagma", "Muhlenbergia", "Murdannia", "Nastus", "Navia",
"Neoregelia", "Neottia", "Neurachne", "Notylia", "Oberonia",
"Octomeria", "Odontoglossum", "Oeceoclades", "Oeonia", "Olyra",
"Oncidium", "Orchidantha", "Oreobolus", "Oreorchis", "Orleanesia",
"Ornithocephalus", "Oxygyne", "Paepalanthus", "Palisota",
"Palmorchis", "Panicum", "Panisea", "Paphiopedilum", "Paspalum",
"Pelexia", "Pennisetum", "Pentaschistis", "Peristylus", "Phaius",
"Phalaenopsis", "Philodendron", "Phippsia", "Phleum", "Pholidota",
"Phragmipedium", "Pitcairnia", "Pityphyllum", "Platanthera",
"Platylepis", "Platystele", "Pleuranthodium", "Pleurothallis",
"Poa", "Polystachya", "Porroglossum", "Prasophyllum", "Pristiglottis",
"Promenaea", "Psathyrostachys", "Pseudolaelia", "Pseudoraphis",
"Pseudovanilla", "Psychilis", "Pteroceras", "Pterostylis",
"Puccinellia", "Puya", "Pycreus", "Racemobambos", "Restio",
"Restrepia", "Rhipidocladum", "Rhynchospora", "Ronnbergia",
"Saccharum", "Sacciolepis", "Sarcochilus", "Sasa", "Scaphosepalum",
"Scaphyglottis", "Schismatoglottis", "Schizachyrium", "Schizostachyum",
"Scindapsus", "Scleria", "Sclerochloa", "Sesleria", "Sigmatostalix",
"Sirhookera", "Skeptrostachys", "Sobennikoffia", "Sobralia",
"Sorghum", "Spathoglottis", "Specklinia", "Spodiopogon",
"Sporobolus", "Stelis", "Steudnera", "Stipa", "Stylochaeton",
"Syngonanthus", "Tacca", "Taeniophyllum", "Telipogon", "Thelymitra",
"Thismia", "Thrixspermum", "Tillandsia", "Tonina", "Tragus",
"Trichoglottis", "Trichopilia", "Trichosalpinx", "Trichotosia",
"Tridactyle", "Tripogandra", "Tropidia", "Typhonium", "Uncinia",
"Vanda", "Vriesea", "Xyris", "Zameioscirpus", "Zeuxine",
"Zingiber", "Zygopetalum"), class = "factor")), .Names = c("ECO_NAME",
"Order", "Family", "Genus"), row.names = c(NA, 3200L), class = "data.frame")
On 20 May 2011, at 23:49, Eduard Sz?cs wrote:
Like this?
dfc2 <- cast(dfm, ECO_NAME ~ variable + value, length)
Eduard
Am 21.05.2011 00:39, schrieb Chris Mcowen:
Hi Eduard,
That is a handy package, i hadn't come across.
The ouput from dcf is perfect.
But for dfm:
ECO_NAME Order Family
134 Central Range montane rain forests Zingiberales Zingiberaceae
269 Central Range montane rain forests Zingiberales Zingiberaceae
364 Biak-Numfoor rain forests Asparagales Orchidaceae
500 Central Range montane rain forests Asparagales Orchidaceae
566 Central Range montane rain forests Poales Centrolepidaceae
567 Huon Peninsula montane rain forests Poales Centrolepidaceae
755 Central Range montane rain forests Asparagales Lomandraceae
906 Huon Peninsula montane rain forests Asparagales Orchidaceae
1079 Central Range montane rain forests Zingiberales Zingiberaceae
1175 Central Range montane rain forests Asparagales Orchidaceae
1271 Central Range montane rain forests Poales Cyperaceae
1421 Central Range montane rain forests Poales Eriocaulaceae
1581 Huon Peninsula montane rain forests Asparagales Orchidaceae
1621 Biak-Numfoor rain forests Alismatales Araceae
1622 Central Range montane rain forests Alismatales Araceae
1811 Central Range montane rain forests Poales Cyperaceae
1928 Central Range montane rain forests Commelinales Commelinaceae
2141 Central Range montane rain forests Poales Poaceae
2142 Huon Peninsula montane rain forests Poales Poaceae
2276 Central Range montane rain forests Poales Poaceae
2391 Huon Peninsula montane rain forests Asparagales Orchidaceae
2525 Central Range montane rain forests Asparagales Orchidaceae
2526 Huon Peninsula montane rain forests Asparagales Orchidaceae
2660 Central Range montane rain forests Asparagales Orchidaceae
I would want to count how many time a order appears in each eco_name and then how many times a family appears in each eco_name and how many times a genus appears in each eco_name.
For example to ask the question: How many Zingiberaceae family are there in Central Range montane rain forests? But to query this for each eco_name.
I hope this makes sense.
Chris
On 20 May 2011, at 23:23, Eduard Sz?cs wrote:
Using the reshape package:
require(reshape)
dfm<- melt(data2, id = "ECO_NAME")
dfc<- cast(dfm, ECO_NAME~variable, function(x) length(unique(x)))
Eduard
Am 20.05.2011 23:19, schrieb Chris Mcowen:
Dear List, I am looking to calculate two things from my data frame and was after some advice. For the example below i want to know. 1. How many unique Orders/Families and Genera there are per eco-name 2. How many incidences are there for each Order/Family and Genus there are per eco-region I have 650 econame. I.e for Biak-Numfoor rain forests there are 2 orders, 2 families and two genera. Also, Alismatales are represented once, Asparagales once etc etc. Thanks for any advice. Chris ECO_NAME Order Family Genus Biak-Numfoor rain forests Alismatales Araceae Homalomena Biak-Numfoor rain forests Asparagales Orchidaceae Bromheadia Central Range montane rain forests Alismatales Araceae Homalomena Central Range montane rain forests Asparagales Lomandraceae Cordyline Central Range montane rain forests Asparagales Orchidaceae Thelymitra Central Range montane rain forests Asparagales Orchidaceae Dendrobium Central Range montane rain forests Asparagales Orchidaceae Vanda Central Range montane rain forests Asparagales Orchidaceae Bulbophyllum Central Range montane rain forests Asparagales Orchidaceae Bulbophyllum Central Range montane rain forests Asparagales Orchidaceae Dendrobium Central Range montane rain forests Asparagales Orchidaceae Dendrobium Central Range montane rain forests Commelinales Commelinaceae Murdannia Central Range montane rain forests Poales Centrolepidaceae Centrolepis Central Range montane rain forests Poales Cyperaceae Machaerina Central Range montane rain forests Poales Cyperaceae Eleocharis Central Range montane rain forests Poales Eriocaulaceae Eriocaulon Central Range montane rain forests Poales Poaceae Schizostachyum Central Range montane rain forests Poales Poaceae Poa Central Range montane rain forests Zingiberales Zingiberaceae Alpinia Central Range montane rain forests Zingiberales Zingiberaceae Curcuma Central Range montane rain forests Zingiberales Zingiberaceae Amomum Huon Peninsula montane rain forests Asparagales Orchidaceae Taeniophyllum Huon Peninsula montane rain forests Asparagales Orchidaceae Corybas Huon Peninsula montane rain forests Asparagales Orchidaceae Thelymitra Huon Peninsula montane rain forests Asparagales Orchidaceae Glomera Huon Peninsula montane rain forests Poales Centrolepidaceae Centrolepis Huon Peninsula montane rain forests Poales Poaceae Poa
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