Summarizes the number of occurrence records (one row of x =
one occurrence) in each biome, for one or more biome schemes. The
output is a long-format table with one row per (scheme, biome) pair.
Arguments
- x
A data frame returned by
biomes_classify().- value
Character.
"names"(default) tabulates the_namecolumns frombiomes_classify();"ID"tabulates the_valuecolumns.
Value
A data frame with columns scheme, biome, and n (the number
of occurrence records in that biome on that scheme).
Details
This function counts occurrences, not species. To count unique species
per biome, deduplicate by species before tabulating
(e.g. dplyr::distinct(species, biome) after combining classifications
with the original data).
Examples
# Load example occurrence data
data("bombacoideae_occurrences")
# \donttest{
# biomes_classify() downloads and caches the biome raster (~36 MB).
# Tabulate by biome name
classified_names <- biomes_classify(
x = bombacoideae_occurrences,
value = "name"
)
#> no biome file or scheme provided using default biomes
#> Coordinates provided as data.frame, assuming WGS84 as CRS.
#> Classified 17030 record(s) against 31 biome layer(s):
#> - Biome_Inventory_layer_01 (Allen et al., 2020)
#> - Biome_Inventory_layer_02 (Buchhorn et al., 2019)
#> - Biome_Inventory_layer_03 (Beck et al., 2018)
#> - Biome_Inventory_layer_04 (Hengl et al., 2018)
#> - Biome_Inventory_layer_05 (Dinerstein et al., 2017)
#> - Biome_Inventory_layer_06 (Zhang et al., 2017)
#> - Biome_Inventory_layer_07 (Netzel & Stepinski, 2016a)
#> - Biome_Inventory_layer_08 (Netzel & Stepinski, 2016b)
#> - Biome_Inventory_layer_09 (Higgins et al., 2016)
#> - Biome_Inventory_layer_10 (Pfadenhauer & Klötzli, 2014)
#> - Biome_Inventory_layer_11 (Zhang & Yan, 2014)
#> - Biome_Inventory_layer_12 (Metzger et al., 2013)
#> - Biome_Inventory_layer_13 (Food and Agriculture Organization of the United Nations, 2012)
#> - Biome_Inventory_layer_14 (Tateishi et al., 2011; Tateishi et al., 2014; Kobayashi et al., 2017)
#> - Biome_Inventory_layer_15 (Defries et al., 2010)
#> - Biome_Inventory_layer_16 (Ellis et al., 2010)
#> - Biome_Inventory_layer_17 (European Space Agency, 2010)
#> - Biome_Inventory_layer_18 (Friedl et al., 2010)
#> - Biome_Inventory_layer_19 (The Nature Conservancy, 2009)
#> - Biome_Inventory_layer_20 (Peel et al., 2007)
#> - Biome_Inventory_layer_21 (Bartholomé & Belward, 2005)
#> - Biome_Inventory_layer_22 (Kaplan et al., 2003)
#> - Biome_Inventory_layer_23 (Olson et al., 2001)
#> - Biome_Inventory_layer_24 (Loveland et al., 2000)
#> - Biome_Inventory_layer_25 (Ramankutty & Foley, 1999)
#> - Biome_Inventory_layer_26 (Leemans, 1990)
#> - Biome_Inventory_layer_27 (Schultz, 1988, 1995, 2002, 2008, 2016)
#> - Biome_Inventory_layer_28 (Müller-Hohenstein, 1981)
#> - Biome_Inventory_layer_29 (Schmithüsen, 1976)
#> - Biome_Inventory_layer_30 (Whittaker, 1975)
#> - Biome_Inventory_layer_31 (Walter, 1964, 1968; Walter & Breckle, 1970; Breckle & Rafiqpoor, 2019)
biomes_tab(classified_names, value = "names")
#> scheme
#> 1 Biome_Inventory_layer_01
#> 2 Biome_Inventory_layer_01
#> 3 Biome_Inventory_layer_01
#> 4 Biome_Inventory_layer_01
#> 5 Biome_Inventory_layer_01
#> 6 Biome_Inventory_layer_01
#> 7 Biome_Inventory_layer_01
#> 8 Biome_Inventory_layer_01
#> 9 Biome_Inventory_layer_01
#> 10 Biome_Inventory_layer_01
#> 11 Biome_Inventory_layer_01
#> 12 Biome_Inventory_layer_01
#> 13 Biome_Inventory_layer_01
#> 14 Biome_Inventory_layer_01
#> 15 Biome_Inventory_layer_01
#> 16 Biome_Inventory_layer_01
#> 17 Biome_Inventory_layer_02
#> 18 Biome_Inventory_layer_02
#> 19 Biome_Inventory_layer_02
#> 20 Biome_Inventory_layer_02
#> 21 Biome_Inventory_layer_02
#> 22 Biome_Inventory_layer_02
#> 23 Biome_Inventory_layer_02
#> 24 Biome_Inventory_layer_02
#> 25 Biome_Inventory_layer_02
#> 26 Biome_Inventory_layer_02
#> 27 Biome_Inventory_layer_02
#> 28 Biome_Inventory_layer_02
#> 29 Biome_Inventory_layer_02
#> 30 Biome_Inventory_layer_02
#> 31 Biome_Inventory_layer_02
#> 32 Biome_Inventory_layer_02
#> 33 Biome_Inventory_layer_03
#> 34 Biome_Inventory_layer_03
#> 35 Biome_Inventory_layer_03
#> 36 Biome_Inventory_layer_03
#> 37 Biome_Inventory_layer_03
#> 38 Biome_Inventory_layer_03
#> 39 Biome_Inventory_layer_03
#> 40 Biome_Inventory_layer_03
#> 41 Biome_Inventory_layer_03
#> 42 Biome_Inventory_layer_03
#> 43 Biome_Inventory_layer_03
#> 44 Biome_Inventory_layer_03
#> 45 Biome_Inventory_layer_03
#> 46 Biome_Inventory_layer_03
#> 47 Biome_Inventory_layer_03
#> 48 Biome_Inventory_layer_03
#> 49 Biome_Inventory_layer_04
#> 50 Biome_Inventory_layer_04
#> 51 Biome_Inventory_layer_04
#> 52 Biome_Inventory_layer_04
#> 53 Biome_Inventory_layer_04
#> 54 Biome_Inventory_layer_04
#> 55 Biome_Inventory_layer_04
#> 56 Biome_Inventory_layer_04
#> 57 Biome_Inventory_layer_04
#> 58 Biome_Inventory_layer_04
#> 59 Biome_Inventory_layer_04
#> 60 Biome_Inventory_layer_04
#> 61 Biome_Inventory_layer_04
#> 62 Biome_Inventory_layer_04
#> 63 Biome_Inventory_layer_04
#> 64 Biome_Inventory_layer_05
#> 65 Biome_Inventory_layer_05
#> 66 Biome_Inventory_layer_05
#> 67 Biome_Inventory_layer_05
#> 68 Biome_Inventory_layer_05
#> 69 Biome_Inventory_layer_05
#> 70 Biome_Inventory_layer_05
#> 71 Biome_Inventory_layer_05
#> 72 Biome_Inventory_layer_05
#> 73 Biome_Inventory_layer_05
#> 74 Biome_Inventory_layer_05
#> 75 Biome_Inventory_layer_05
#> 76 Biome_Inventory_layer_05
#> 77 Biome_Inventory_layer_05
#> 78 Biome_Inventory_layer_06
#> 79 Biome_Inventory_layer_06
#> 80 Biome_Inventory_layer_06
#> 81 Biome_Inventory_layer_06
#> 82 Biome_Inventory_layer_06
#> 83 Biome_Inventory_layer_06
#> 84 Biome_Inventory_layer_06
#> 85 Biome_Inventory_layer_06
#> 86 Biome_Inventory_layer_06
#> 87 Biome_Inventory_layer_06
#> 88 Biome_Inventory_layer_07
#> 89 Biome_Inventory_layer_07
#> 90 Biome_Inventory_layer_07
#> 91 Biome_Inventory_layer_07
#> 92 Biome_Inventory_layer_07
#> 93 Biome_Inventory_layer_07
#> 94 Biome_Inventory_layer_07
#> 95 Biome_Inventory_layer_07
#> 96 Biome_Inventory_layer_07
#> 97 Biome_Inventory_layer_07
#> 98 Biome_Inventory_layer_07
#> 99 Biome_Inventory_layer_08
#> 100 Biome_Inventory_layer_08
#> 101 Biome_Inventory_layer_08
#> 102 Biome_Inventory_layer_08
#> 103 Biome_Inventory_layer_08
#> 104 Biome_Inventory_layer_08
#> 105 Biome_Inventory_layer_08
#> 106 Biome_Inventory_layer_08
#> 107 Biome_Inventory_layer_08
#> 108 Biome_Inventory_layer_08
#> 109 Biome_Inventory_layer_08
#> 110 Biome_Inventory_layer_08
#> 111 Biome_Inventory_layer_09
#> 112 Biome_Inventory_layer_09
#> 113 Biome_Inventory_layer_09
#> 114 Biome_Inventory_layer_09
#> 115 Biome_Inventory_layer_09
#> 116 Biome_Inventory_layer_09
#> 117 Biome_Inventory_layer_09
#> 118 Biome_Inventory_layer_09
#> 119 Biome_Inventory_layer_09
#> 120 Biome_Inventory_layer_09
#> 121 Biome_Inventory_layer_09
#> 122 Biome_Inventory_layer_09
#> 123 Biome_Inventory_layer_09
#> 124 Biome_Inventory_layer_09
#> 125 Biome_Inventory_layer_09
#> 126 Biome_Inventory_layer_09
#> 127 Biome_Inventory_layer_09
#> 128 Biome_Inventory_layer_10
#> 129 Biome_Inventory_layer_10
#> 130 Biome_Inventory_layer_10
#> 131 Biome_Inventory_layer_10
#> 132 Biome_Inventory_layer_10
#> 133 Biome_Inventory_layer_10
#> 134 Biome_Inventory_layer_10
#> 135 Biome_Inventory_layer_10
#> 136 Biome_Inventory_layer_10
#> 137 Biome_Inventory_layer_10
#> 138 Biome_Inventory_layer_10
#> 139 Biome_Inventory_layer_10
#> 140 Biome_Inventory_layer_10
#> 141 Biome_Inventory_layer_10
#> 142 Biome_Inventory_layer_10
#> 143 Biome_Inventory_layer_10
#> 144 Biome_Inventory_layer_10
#> 145 Biome_Inventory_layer_10
#> 146 Biome_Inventory_layer_10
#> 147 Biome_Inventory_layer_11
#> 148 Biome_Inventory_layer_11
#> 149 Biome_Inventory_layer_11
#> 150 Biome_Inventory_layer_11
#> 151 Biome_Inventory_layer_11
#> 152 Biome_Inventory_layer_11
#> 153 Biome_Inventory_layer_11
#> 154 Biome_Inventory_layer_11
#> 155 Biome_Inventory_layer_11
#> 156 Biome_Inventory_layer_11
#> 157 Biome_Inventory_layer_11
#> 158 Biome_Inventory_layer_12
#> 159 Biome_Inventory_layer_12
#> 160 Biome_Inventory_layer_12
#> 161 Biome_Inventory_layer_12
#> 162 Biome_Inventory_layer_12
#> 163 Biome_Inventory_layer_12
#> 164 Biome_Inventory_layer_12
#> 165 Biome_Inventory_layer_12
#> 166 Biome_Inventory_layer_12
#> 167 Biome_Inventory_layer_12
#> 168 Biome_Inventory_layer_12
#> 169 Biome_Inventory_layer_12
#> 170 Biome_Inventory_layer_12
#> 171 Biome_Inventory_layer_12
#> 172 Biome_Inventory_layer_13
#> 173 Biome_Inventory_layer_13
#> 174 Biome_Inventory_layer_13
#> 175 Biome_Inventory_layer_13
#> 176 Biome_Inventory_layer_13
#> 177 Biome_Inventory_layer_13
#> 178 Biome_Inventory_layer_13
#> 179 Biome_Inventory_layer_13
#> 180 Biome_Inventory_layer_13
#> 181 Biome_Inventory_layer_13
#> 182 Biome_Inventory_layer_13
#> 183 Biome_Inventory_layer_13
#> 184 Biome_Inventory_layer_13
#> 185 Biome_Inventory_layer_13
#> 186 Biome_Inventory_layer_14
#> 187 Biome_Inventory_layer_14
#> 188 Biome_Inventory_layer_14
#> 189 Biome_Inventory_layer_14
#> 190 Biome_Inventory_layer_14
#> 191 Biome_Inventory_layer_14
#> 192 Biome_Inventory_layer_14
#> 193 Biome_Inventory_layer_14
#> 194 Biome_Inventory_layer_14
#> 195 Biome_Inventory_layer_14
#> 196 Biome_Inventory_layer_14
#> 197 Biome_Inventory_layer_14
#> 198 Biome_Inventory_layer_14
#> 199 Biome_Inventory_layer_14
#> 200 Biome_Inventory_layer_14
#> 201 Biome_Inventory_layer_14
#> 202 Biome_Inventory_layer_14
#> 203 Biome_Inventory_layer_14
#> 204 Biome_Inventory_layer_15
#> 205 Biome_Inventory_layer_15
#> 206 Biome_Inventory_layer_15
#> 207 Biome_Inventory_layer_15
#> 208 Biome_Inventory_layer_15
#> 209 Biome_Inventory_layer_15
#> 210 Biome_Inventory_layer_15
#> 211 Biome_Inventory_layer_15
#> 212 Biome_Inventory_layer_15
#> 213 Biome_Inventory_layer_15
#> 214 Biome_Inventory_layer_15
#> 215 Biome_Inventory_layer_15
#> 216 Biome_Inventory_layer_15
#> 217 Biome_Inventory_layer_16
#> 218 Biome_Inventory_layer_16
#> 219 Biome_Inventory_layer_16
#> 220 Biome_Inventory_layer_16
#> 221 Biome_Inventory_layer_16
#> 222 Biome_Inventory_layer_16
#> 223 Biome_Inventory_layer_16
#> 224 Biome_Inventory_layer_16
#> 225 Biome_Inventory_layer_16
#> 226 Biome_Inventory_layer_16
#> 227 Biome_Inventory_layer_16
#> 228 Biome_Inventory_layer_16
#> 229 Biome_Inventory_layer_16
#> 230 Biome_Inventory_layer_16
#> 231 Biome_Inventory_layer_16
#> 232 Biome_Inventory_layer_16
#> 233 Biome_Inventory_layer_16
#> 234 Biome_Inventory_layer_16
#> 235 Biome_Inventory_layer_16
#> 236 Biome_Inventory_layer_16
#> 237 Biome_Inventory_layer_17
#> 238 Biome_Inventory_layer_17
#> 239 Biome_Inventory_layer_17
#> 240 Biome_Inventory_layer_17
#> 241 Biome_Inventory_layer_17
#> 242 Biome_Inventory_layer_17
#> 243 Biome_Inventory_layer_17
#> 244 Biome_Inventory_layer_17
#> 245 Biome_Inventory_layer_17
#> 246 Biome_Inventory_layer_17
#> 247 Biome_Inventory_layer_17
#> 248 Biome_Inventory_layer_17
#> 249 Biome_Inventory_layer_17
#> 250 Biome_Inventory_layer_17
#> 251 Biome_Inventory_layer_17
#> 252 Biome_Inventory_layer_17
#> 253 Biome_Inventory_layer_17
#> 254 Biome_Inventory_layer_17
#> 255 Biome_Inventory_layer_17
#> 256 Biome_Inventory_layer_17
#> 257 Biome_Inventory_layer_17
#> 258 Biome_Inventory_layer_17
#> 259 Biome_Inventory_layer_18
#> 260 Biome_Inventory_layer_18
#> 261 Biome_Inventory_layer_18
#> 262 Biome_Inventory_layer_18
#> 263 Biome_Inventory_layer_18
#> 264 Biome_Inventory_layer_18
#> 265 Biome_Inventory_layer_18
#> 266 Biome_Inventory_layer_18
#> 267 Biome_Inventory_layer_18
#> 268 Biome_Inventory_layer_18
#> 269 Biome_Inventory_layer_18
#> 270 Biome_Inventory_layer_18
#> 271 Biome_Inventory_layer_18
#> 272 Biome_Inventory_layer_18
#> 273 Biome_Inventory_layer_18
#> 274 Biome_Inventory_layer_19
#> 275 Biome_Inventory_layer_19
#> 276 Biome_Inventory_layer_19
#> 277 Biome_Inventory_layer_19
#> 278 Biome_Inventory_layer_19
#> 279 Biome_Inventory_layer_19
#> 280 Biome_Inventory_layer_19
#> 281 Biome_Inventory_layer_19
#> 282 Biome_Inventory_layer_19
#> 283 Biome_Inventory_layer_19
#> 284 Biome_Inventory_layer_19
#> 285 Biome_Inventory_layer_19
#> 286 Biome_Inventory_layer_19
#> 287 Biome_Inventory_layer_19
#> 288 Biome_Inventory_layer_19
#> 289 Biome_Inventory_layer_20
#> 290 Biome_Inventory_layer_20
#> 291 Biome_Inventory_layer_20
#> 292 Biome_Inventory_layer_20
#> 293 Biome_Inventory_layer_20
#> 294 Biome_Inventory_layer_20
#> 295 Biome_Inventory_layer_20
#> 296 Biome_Inventory_layer_20
#> 297 Biome_Inventory_layer_20
#> 298 Biome_Inventory_layer_20
#> 299 Biome_Inventory_layer_20
#> 300 Biome_Inventory_layer_20
#> 301 Biome_Inventory_layer_20
#> 302 Biome_Inventory_layer_20
#> 303 Biome_Inventory_layer_20
#> 304 Biome_Inventory_layer_20
#> 305 Biome_Inventory_layer_21
#> 306 Biome_Inventory_layer_21
#> 307 Biome_Inventory_layer_21
#> 308 Biome_Inventory_layer_21
#> 309 Biome_Inventory_layer_21
#> 310 Biome_Inventory_layer_21
#> 311 Biome_Inventory_layer_21
#> 312 Biome_Inventory_layer_21
#> 313 Biome_Inventory_layer_21
#> 314 Biome_Inventory_layer_21
#> 315 Biome_Inventory_layer_21
#> 316 Biome_Inventory_layer_21
#> 317 Biome_Inventory_layer_21
#> 318 Biome_Inventory_layer_21
#> 319 Biome_Inventory_layer_21
#> 320 Biome_Inventory_layer_21
#> 321 Biome_Inventory_layer_21
#> 322 Biome_Inventory_layer_21
#> 323 Biome_Inventory_layer_21
#> 324 Biome_Inventory_layer_22
#> 325 Biome_Inventory_layer_22
#> 326 Biome_Inventory_layer_22
#> 327 Biome_Inventory_layer_22
#> 328 Biome_Inventory_layer_22
#> 329 Biome_Inventory_layer_22
#> 330 Biome_Inventory_layer_22
#> 331 Biome_Inventory_layer_22
#> 332 Biome_Inventory_layer_22
#> 333 Biome_Inventory_layer_22
#> 334 Biome_Inventory_layer_22
#> 335 Biome_Inventory_layer_22
#> 336 Biome_Inventory_layer_22
#> 337 Biome_Inventory_layer_22
#> 338 Biome_Inventory_layer_22
#> 339 Biome_Inventory_layer_22
#> 340 Biome_Inventory_layer_22
#> 341 Biome_Inventory_layer_22
#> 342 Biome_Inventory_layer_22
#> 343 Biome_Inventory_layer_22
#> 344 Biome_Inventory_layer_22
#> 345 Biome_Inventory_layer_22
#> 346 Biome_Inventory_layer_22
#> 347 Biome_Inventory_layer_23
#> 348 Biome_Inventory_layer_23
#> 349 Biome_Inventory_layer_23
#> 350 Biome_Inventory_layer_23
#> 351 Biome_Inventory_layer_23
#> 352 Biome_Inventory_layer_23
#> 353 Biome_Inventory_layer_23
#> 354 Biome_Inventory_layer_23
#> 355 Biome_Inventory_layer_23
#> 356 Biome_Inventory_layer_23
#> 357 Biome_Inventory_layer_23
#> 358 Biome_Inventory_layer_23
#> 359 Biome_Inventory_layer_23
#> 360 Biome_Inventory_layer_23
#> 361 Biome_Inventory_layer_23
#> 362 Biome_Inventory_layer_24
#> 363 Biome_Inventory_layer_24
#> 364 Biome_Inventory_layer_24
#> 365 Biome_Inventory_layer_24
#> 366 Biome_Inventory_layer_24
#> 367 Biome_Inventory_layer_24
#> 368 Biome_Inventory_layer_24
#> 369 Biome_Inventory_layer_24
#> 370 Biome_Inventory_layer_24
#> 371 Biome_Inventory_layer_24
#> 372 Biome_Inventory_layer_24
#> 373 Biome_Inventory_layer_24
#> 374 Biome_Inventory_layer_24
#> 375 Biome_Inventory_layer_24
#> 376 Biome_Inventory_layer_24
#> 377 Biome_Inventory_layer_24
#> 378 Biome_Inventory_layer_25
#> 379 Biome_Inventory_layer_25
#> 380 Biome_Inventory_layer_25
#> 381 Biome_Inventory_layer_25
#> 382 Biome_Inventory_layer_25
#> 383 Biome_Inventory_layer_25
#> 384 Biome_Inventory_layer_25
#> 385 Biome_Inventory_layer_25
#> 386 Biome_Inventory_layer_25
#> 387 Biome_Inventory_layer_25
#> 388 Biome_Inventory_layer_25
#> 389 Biome_Inventory_layer_25
#> 390 Biome_Inventory_layer_26
#> 391 Biome_Inventory_layer_26
#> 392 Biome_Inventory_layer_26
#> 393 Biome_Inventory_layer_26
#> 394 Biome_Inventory_layer_26
#> 395 Biome_Inventory_layer_26
#> 396 Biome_Inventory_layer_26
#> 397 Biome_Inventory_layer_26
#> 398 Biome_Inventory_layer_26
#> 399 Biome_Inventory_layer_26
#> 400 Biome_Inventory_layer_26
#> 401 Biome_Inventory_layer_26
#> 402 Biome_Inventory_layer_26
#> 403 Biome_Inventory_layer_26
#> 404 Biome_Inventory_layer_26
#> 405 Biome_Inventory_layer_26
#> 406 Biome_Inventory_layer_26
#> 407 Biome_Inventory_layer_26
#> 408 Biome_Inventory_layer_26
#> 409 Biome_Inventory_layer_26
#> 410 Biome_Inventory_layer_26
#> 411 Biome_Inventory_layer_26
#> 412 Biome_Inventory_layer_26
#> 413 Biome_Inventory_layer_26
#> 414 Biome_Inventory_layer_26
#> 415 Biome_Inventory_layer_26
#> 416 Biome_Inventory_layer_26
#> 417 Biome_Inventory_layer_26
#> 418 Biome_Inventory_layer_26
#> 419 Biome_Inventory_layer_26
#> 420 Biome_Inventory_layer_26
#> 421 Biome_Inventory_layer_26
#> 422 Biome_Inventory_layer_26
#> 423 Biome_Inventory_layer_26
#> 424 Biome_Inventory_layer_27
#> 425 Biome_Inventory_layer_27
#> 426 Biome_Inventory_layer_27
#> 427 Biome_Inventory_layer_27
#> 428 Biome_Inventory_layer_27
#> 429 Biome_Inventory_layer_27
#> 430 Biome_Inventory_layer_27
#> 431 Biome_Inventory_layer_27
#> 432 Biome_Inventory_layer_27
#> 433 Biome_Inventory_layer_27
#> 434 Biome_Inventory_layer_27
#> 435 Biome_Inventory_layer_28
#> 436 Biome_Inventory_layer_28
#> 437 Biome_Inventory_layer_28
#> 438 Biome_Inventory_layer_28
#> 439 Biome_Inventory_layer_28
#> 440 Biome_Inventory_layer_28
#> 441 Biome_Inventory_layer_28
#> 442 Biome_Inventory_layer_28
#> 443 Biome_Inventory_layer_28
#> 444 Biome_Inventory_layer_28
#> 445 Biome_Inventory_layer_28
#> 446 Biome_Inventory_layer_28
#> 447 Biome_Inventory_layer_28
#> 448 Biome_Inventory_layer_28
#> 449 Biome_Inventory_layer_29
#> 450 Biome_Inventory_layer_29
#> 451 Biome_Inventory_layer_29
#> 452 Biome_Inventory_layer_29
#> 453 Biome_Inventory_layer_29
#> 454 Biome_Inventory_layer_29
#> 455 Biome_Inventory_layer_29
#> 456 Biome_Inventory_layer_29
#> 457 Biome_Inventory_layer_29
#> 458 Biome_Inventory_layer_29
#> 459 Biome_Inventory_layer_29
#> 460 Biome_Inventory_layer_29
#> 461 Biome_Inventory_layer_29
#> 462 Biome_Inventory_layer_29
#> 463 Biome_Inventory_layer_29
#> 464 Biome_Inventory_layer_29
#> 465 Biome_Inventory_layer_29
#> 466 Biome_Inventory_layer_29
#> 467 Biome_Inventory_layer_29
#> 468 Biome_Inventory_layer_30
#> 469 Biome_Inventory_layer_30
#> 470 Biome_Inventory_layer_30
#> 471 Biome_Inventory_layer_30
#> 472 Biome_Inventory_layer_30
#> 473 Biome_Inventory_layer_30
#> 474 Biome_Inventory_layer_30
#> 475 Biome_Inventory_layer_30
#> 476 Biome_Inventory_layer_30
#> 477 Biome_Inventory_layer_30
#> 478 Biome_Inventory_layer_30
#> 479 Biome_Inventory_layer_31
#> 480 Biome_Inventory_layer_31
#> 481 Biome_Inventory_layer_31
#> 482 Biome_Inventory_layer_31
#> 483 Biome_Inventory_layer_31
#> 484 Biome_Inventory_layer_31
#> 485 Biome_Inventory_layer_31
#> 486 Biome_Inventory_layer_31
#> 487 Biome_Inventory_layer_31
#> 488 Biome_Inventory_layer_31
#> 489 Biome_Inventory_layer_31
#> 490 Biome_Inventory_layer_31
#> 491 Biome_Inventory_layer_31
#> 492 Biome_Inventory_layer_31
#> 493 Biome_Inventory_layer_31
#> biome
#> 1 Boreal evergreen needleleaf forest
#> 2 Boreal parkland
#> 3 Boreal summergreen broadleaf forest
#> 4 Desert
#> 5 Savanna
#> 6 Semidesert
#> 7 Steppe
#> 8 Temperate broadleaf evergreen forest
#> 9 Temperate needleleaf evergreen forest
#> 10 Temperate parkland
#> 11 Temperate shrubland
#> 12 Tropical evergreen forest
#> 13 Tropical grassland
#> 14 Tropical raingreen forest
#> 15 Warm temperate woodland
#> 16 no_biome
#> 17 Bare soil/sparse vegetation
#> 18 Closed forest (deciduous broadleaf)
#> 19 Closed forest (evergreen broadleaf)
#> 20 Closed forest (evergreen needleleaf)
#> 21 Closed forest (mixed)
#> 22 Closed forest (unknown)
#> 23 Cultivated and managed vegetation/agriculture (cropland)
#> 24 Herbaceous vegetation
#> 25 Herbaceous wetland
#> 26 Inland water
#> 27 Open forest (deciduous broadleaf)
#> 28 Open forest (evergreen needleleaf)
#> 29 Open forest (unknown)
#> 30 Shrubs
#> 31 Urban
#> 32 no_biome
#> 33 Af - Tropical rainforest
#> 34 Am - Tropical monsoon
#> 35 Aw - Tropical savanna
#> 36 BSh - Arid steppe hot
#> 37 BSk - Arid steppe cold
#> 38 BWh - Arid desert hot
#> 39 BWk - Arid desert cold
#> 40 Cfa - Temperate no dry season hot summer
#> 41 Cfb - Temperate no dry season warm summer
#> 42 Csa - Temperate dry summer hot summer
#> 43 Csb - Temperate dry summer warm summer
#> 44 Cwa - Temperate dry winter hot summer
#> 45 Cwb - Temperate dry winter warm summer
#> 46 Dsb - Cold dry summer warm summer
#> 47 ET - Polar tundra
#> 48 no_biome
#> 49 Cold evergreen needleleaf forest
#> 50 Cool evergreen needleleaf forest
#> 51 Cool mixed forest
#> 52 Cool temperate rainforest
#> 53 Desert
#> 54 Steppe
#> 55 Temperate deciduous broadleaf forest
#> 56 Temperate evergreen needleleaf open woodland
#> 57 Tropical deciduous broadleaf forest and woodland
#> 58 Tropical evergreen broadleaf forest
#> 59 Tropical savanna
#> 60 Tropical semi-evergreen broadleaf forest
#> 61 Warm temperate evergreen and mixed forest
#> 62 Xerophytic woodland scrub
#> 63 no_biome
#> 64 Deserts and xeric shrubland
#> 65 Flooded grassland and savanna
#> 66 Mangrove
#> 67 Mediterranean forest woodland and scrub
#> 68 Montane grassland and shrubland
#> 69 Rock and ice
#> 70 Temperate broadleaf and mixed forest
#> 71 Temperate conifer forest
#> 72 Temperate grassland savanna and shrubland
#> 73 Tropical and subtropical coniferous forest
#> 74 Tropical and subtropical dry broadleaf forest
#> 75 Tropical and subtropical grassland savanna and shrubland
#> 76 Tropical and subtropical moist broadleaf forest
#> 77 no_biome
#> 78 Polar frost
#> 79 Temperate continental climate with deciduous forest
#> 80 Temperate desert
#> 81 Temperate grassland
#> 82 Tropical Sahel and semiarid grassland
#> 83 Tropical desert
#> 84 Tropical forest
#> 85 Tropical grassland
#> 86 Tropical monsoon forest
#> 87 no_biome
#> 88 Cluster 10
#> 89 Cluster 11
#> 90 Cluster 12
#> 91 Cluster 13
#> 92 Cluster 3
#> 93 Cluster 5
#> 94 Cluster 6
#> 95 Cluster 7
#> 96 Cluster 8
#> 97 Cluster 9
#> 98 no_biome
#> 99 Cluster 10
#> 100 Cluster 11
#> 101 Cluster 12
#> 102 Cluster 13
#> 103 Cluster 2
#> 104 Cluster 3
#> 105 Cluster 5
#> 106 Cluster 6
#> 107 Cluster 7
#> 108 Cluster 8
#> 109 Cluster 9
#> 110 no_biome
#> 111 SHD
#> 112 SHN
#> 113 SLD
#> 114 SLN
#> 115 SMB
#> 116 SMD
#> 117 SMN
#> 118 THB
#> 119 THD
#> 120 THN
#> 121 TLD
#> 122 TLN
#> 123 TMB
#> 124 TMC
#> 125 TMD
#> 126 TMN
#> 127 no_biome
#> 128 Evergreen and seasonal tropical lowland rainforest
#> 129 Evergreen dry savanna
#> 130 Evergreen moist savanna
#> 131 Evergreen nemoral coniferous forest
#> 132 Evergreen subtropical laurel forest
#> 133 High mountian steppe semidesert
#> 134 Inland water
#> 135 Mountains
#> 136 Raingreen dry savanna
#> 137 Raingreen moist savanna
#> 138 Semievergreen and raingreen deciduous forest
#> 139 Subtropical grassland
#> 140 Subtropical sclerophyll forest
#> 141 Tropical-subtropical desert
#> 142 Tropical-subtropical dry forest
#> 143 Tropical-subtropical dwarf bush semidesert
#> 144 Tropical-subtropical grass semidesert
#> 145 Tropical-subtropical succulent semidesert
#> 146 no_biome
#> 147 Frigid deciduous coniferous forest
#> 148 Temperate continental climate with deciduous forest
#> 149 Temperate desert
#> 150 Temperate grassland
#> 151 Temperate maritime climate with evergreen broadleaf forest
#> 152 Tropical Sahel and semiarid grassland
#> 153 Tropical desert
#> 154 Tropical forest
#> 155 Tropical grassland
#> 156 Tropical monsoon forest
#> 157 no_biome
#> 158 Cold and mesic
#> 159 Cool temperate and dry
#> 160 Cool temperate and moist
#> 161 Cool temperate and xeric
#> 162 Extremely cold and mesic
#> 163 Extremely hot and arid
#> 164 Extremely hot and moist
#> 165 Extremely hot and xeric
#> 166 Hot and arid
#> 167 Hot and dry
#> 168 Hot and mesic
#> 169 Warm temperate and mesic
#> 170 Warm temperate and xeric
#> 171 no_biome
#> 172 Inland water
#> 173 Subtropical desert
#> 174 Subtropical dry forest
#> 175 Subtropical humid forest
#> 176 Subtropical mountain system
#> 177 Subtropical steppe
#> 178 Temperate mountain system
#> 179 Tropical desert
#> 180 Tropical dry forest
#> 181 Tropical moist forest
#> 182 Tropical mountain system
#> 183 Tropical rainforest
#> 184 Tropical shrubland
#> 185 no_biome
#> 186 Bare soil - consolidated (gravel and rock)
#> 187 Bare soil - unconsolidated (sand)
#> 188 Broadleaf deciduous forest
#> 189 Broadleaf evergreen forest
#> 190 Cropland
#> 191 Cropland/other vegetation mosaic
#> 192 Herbaceous
#> 193 Herbaceous with sparse tree/shrub
#> 194 Mangrove
#> 195 Mixed forest
#> 196 Needleleaf evergreen forest
#> 197 Paddy field
#> 198 Shrub
#> 199 Sparse vegetation
#> 200 Tree open
#> 201 Urban
#> 202 Wetland
#> 203 no_biome
#> 204 Barren
#> 205 Closed bushland/shrubland
#> 206 Cropland
#> 207 Deciduous broadleaf forest
#> 208 Evergreen broadleaf forest
#> 209 Evergreen needleleaf forest
#> 210 Grassland
#> 211 Mixed forest
#> 212 Open shrubland
#> 213 Urban
#> 214 Wooded grassland shrubland
#> 215 Woodland
#> 216 no_biome
#> 217 Inhabited treeless and barren land
#> 218 Irrigated villages
#> 219 Mixed settlements
#> 220 Pastoral villages
#> 221 Populated cropland
#> 222 Populated rangeland
#> 223 Populated woodland
#> 224 Rainfed villages
#> 225 Remote cropland
#> 226 Remote rangeland
#> 227 Remote woodland
#> 228 Residential irrigated cropland
#> 229 Residential rainfed cropland
#> 230 Residential rangeland
#> 231 Residential woodland
#> 232 Rice villages
#> 233 Urban
#> 234 Wild treeless and barren land
#> 235 Wild woodland
#> 236 no_biome
#> 237 Bare soil
#> 238 Closed (>40%) broadleaf deciduous forest (>5m)
#> 239 Closed (>40%) broadleaf forest or shrubland permanently flooded (saline/brackish water)
#> 240 Closed (>40%) needleleaf evergreen forest (>5m)
#> 241 Closed to open (>15%) (broadleaf or needleleaf evergreen or deciduous) shrubland (<5m)
#> 242 Closed to open (>15%) broadleaf evergreen or semi-deciduous forest (>5m)
#> 243 Closed to open (>15%) broadleaf forest regularly flooded (fresh/brackish water)
#> 244 Closed to open (>15%) grassland or woody vegetation regularly flooded (fresh/brackish/saline water)
#> 245 Closed to open (>15%) herbaceous vegetation (grassland savanna or lichen/moss)
#> 246 Closed to open (>15%) mixed broadleaf and needleleaf forest (>5m)
#> 247 Mosaic cropland (50-70%)/vegetation (grassland/shrubland/forest) (20-50%)
#> 248 Mosaic forest or shrubland (50-70%)/grassland (20-50%)
#> 249 Mosaic grassland (50-70%)/forest or shrubland (20-50%)
#> 250 Mosaic vegetation (grassland/shrubland/forest) (50-70%)/cropland (20-50%)
#> 251 Open (15-40%) broadleaf deciduous forest/woodland (>5m)
#> 252 Open (15-40%) needleleaf deciduous or evergreen forest (>5m)
#> 253 Post-flooding or irrigated cropland (or aquatic)
#> 254 Rainfed cropland
#> 255 Snow and ice
#> 256 Sparse (<15%) vegetation
#> 257 Urban
#> 258 no_biome
#> 259 Barren
#> 260 Closed shrubland
#> 261 Cropland
#> 262 Cropland/natural vegetation mosaic
#> 263 Deciduous broadleaf forest
#> 264 Evergreen broadleaf forest
#> 265 Evergreen needleleaf forest
#> 266 Grassland
#> 267 Mixed forest
#> 268 Open shrubland
#> 269 Permanent wetland
#> 270 Savanna
#> 271 Urban
#> 272 Woody savanna
#> 273 no_biome
#> 274 Desert and xeric shrub
#> 275 Flooded grassland and savanna
#> 276 Inland water
#> 277 Mangrove
#> 278 Mediterranean forest woodland and scrub
#> 279 Montane grassland and shrub
#> 280 Rock and ice
#> 281 Temperate broadleaf and mixed forest
#> 282 Temperate conifer forest
#> 283 Temperate grassland savanna and shrub
#> 284 Tropical subtropical coniferous forest
#> 285 Tropical subtropical dry broadleaf forest
#> 286 Tropical subtropical grassland savanna and shrub
#> 287 Tropical subtropical moist broadleaf forest
#> 288 no_biome
#> 289 Af - Tropical rainforest
#> 290 Am - Tropical monsoon
#> 291 Aw - Tropical savanna
#> 292 BSh - Arid steppe hot
#> 293 BSk - Arid steppe cold
#> 294 BWh - Arid desert hot
#> 295 BWk - Arid desert cold
#> 296 Cfa - Temperate no dry season hot summer
#> 297 Cfb - Temperate no dry season warm summer
#> 298 Csa - Temperate dry summer hot summer
#> 299 Csb - Temperate dry summer warm summer
#> 300 Cwa - Temperate dry winter hot summer
#> 301 Cwb - Temperate dry winter warm summer
#> 302 Dwb - Cold dry winter warm summer
#> 303 ET - Polar tundra
#> 304 no_biome
#> 305 Bare soil
#> 306 Cultivated and managed area
#> 307 Herbaceous cover (closed-open)
#> 308 Mosaic cropland/shrub/grass
#> 309 Mosaic cropland/tree cover/other natural vegetation
#> 310 Mosaic tree cover/other natural vegetation
#> 311 Regularly flooded shrub/herbaceous cover
#> 312 Shrub cover (closed-open deciduous)
#> 313 Shrub cover (closed-open evergreen)
#> 314 Sparse herbaceous/shrub cover
#> 315 Tree cover (broadleaf deciduous closed)
#> 316 Tree cover (broadleaf deciduous open)
#> 317 Tree cover (broadleaf evergreen)
#> 318 Tree cover (mixed leaf type)
#> 319 Tree cover (needleleaf evergreen)
#> 320 Tree cover (regularly flooded fresh water)
#> 321 Tree cover (regularly flooded saline water)
#> 322 Urban
#> 323 no_biome
#> 324 Barren
#> 325 Cold mixed forest
#> 326 Cool conifer forest
#> 327 Deciduous taiga/montane forest
#> 328 Desert
#> 329 Evegreen taiga/montane forest
#> 330 Open conifer woodland
#> 331 Snow and ice
#> 332 Steppe tundra
#> 333 Temperate broadleaf savanna
#> 334 Temperate conifer forest
#> 335 Temperate deciduous forest
#> 336 Temperate grassland
#> 337 Temperate sclerophyll woodland
#> 338 Temperate xerophytic shrubland
#> 339 Tropical deciduous forest/woodland
#> 340 Tropical evergreen forest
#> 341 Tropical grassland
#> 342 Tropical savanna
#> 343 Tropical semi-deciduous forest
#> 344 Tropical xerophytic shrubland
#> 345 Warm mixed forest
#> 346 no_biome
#> 347 Deserts and xeric shrubland
#> 348 Flooded grassland and savanna
#> 349 Inland water
#> 350 Mangrove
#> 351 Mediterranean forest woodland and scrub
#> 352 Montane grassland and shrubland
#> 353 Snow and ice
#> 354 Temperate broadleaf and mixed forest
#> 355 Temperate conifer forest
#> 356 Temperate grassland savanna and shrubland
#> 357 Tropical and subtropical coniferous forest
#> 358 Tropical and subtropical dry broadleaf forest
#> 359 Tropical and subtropical grassland savanna and shrubland
#> 360 Tropical and subtropical moist broadleaf forest
#> 361 no_biome
#> 362 Bare surface
#> 363 Closed shrub
#> 364 Crop/natural vegetation
#> 365 Cropland
#> 366 Deciduous broadleaf
#> 367 Evergreen broadleaf
#> 368 Evergreen needleleaf
#> 369 Grassland
#> 370 Ice
#> 371 Mixed forest
#> 372 Open shrub
#> 373 Savanna
#> 374 Urban
#> 375 Wetlands
#> 376 Woody savanna
#> 377 no_biome
#> 378 Dense shrubland
#> 379 Desert and barren
#> 380 Grassland and steppe
#> 381 Mixed woodland
#> 382 Open shrubland
#> 383 Savanna
#> 384 Temperate deciduous woodland
#> 385 Temperate evergreen woodland
#> 386 Tropical deciduous woodland
#> 387 Tropical evergreen woodland
#> 388 Tundra
#> 389 no_biome
#> 390 Boreal dry bush
#> 391 Boreal moist forest
#> 392 Boreal rainforest
#> 393 Boreal wet forest
#> 394 Cool temperate desert
#> 395 Cool temperate desert bush
#> 396 Cool temperate moist forest
#> 397 Cool temperate rainforest
#> 398 Cool temperate steppe
#> 399 Cool temperate wet forest
#> 400 Inland water
#> 401 Polar desert
#> 402 Polar rain tundra
#> 403 Polar wet tundra
#> 404 Subtropical desert
#> 405 Subtropical desert bush
#> 406 Subtropical dry forest
#> 407 Subtropical moist forest
#> 408 Subtropical rainforest
#> 409 Subtropical thorn steppe
#> 410 Subtropical wet forest
#> 411 Tropical dry forest
#> 412 Tropical moist forest
#> 413 Tropical thorn steppe
#> 414 Tropical very dry forest
#> 415 Tropical wet forest
#> 416 Warm temperate desert
#> 417 Warm temperate desert bush
#> 418 Warm temperate dry forest
#> 419 Warm temperate moist forest
#> 420 Warm temperate rainforest
#> 421 Warm temperate thorn steppe
#> 422 Warm temperate wet forest
#> 423 no_biome
#> 424 Continuous moist subtropics
#> 425 Continuous moist tropics
#> 426 Dry savanna
#> 427 Moist mid-latitudes
#> 428 Moist savanna
#> 429 Mountains
#> 430 Summer moist xeric shrubland
#> 431 Tropical-subtropical desert
#> 432 Winter moist steppe
#> 433 Winter moist subtropics
#> 434 no_biome
#> 435 Desert and semidesert
#> 436 Dry savanna and tropical dry forest
#> 437 Dry steppe
#> 438 Dry zone oasis
#> 439 Inland water
#> 440 Moist savanna
#> 441 Oceanic islands
#> 442 Temperate forest and bush
#> 443 Temperate grassland and pasture
#> 444 Tillage
#> 445 Tropical agriculture
#> 446 Tropical pasture highland
#> 447 Tropical rainforest
#> 448 no_biome
#> 449 Dry desert
#> 450 Dry savanna
#> 451 Inland water
#> 452 Laurel forest and subtropical rainforest
#> 453 Moist savanna
#> 454 Mountain coniferous forest
#> 455 Paramo heath and wet Puna
#> 456 Sclerophyll vegetation
#> 457 Semidesert
#> 458 Temperate rainforest
#> 459 Thorn and succulent forest
#> 460 Thorn savanna
#> 461 Thorn shrub and succulents
#> 462 Transition steppe
#> 463 Tropical dry forest
#> 464 Tropical mountain rainforest
#> 465 Tropical rainforest
#> 466 Tropical semi-evergreen rainforest
#> 467 no_biome
#> 468 Desert and semidesert
#> 469 Mediterranean
#> 470 Temperate forest
#> 471 Temperate grassland
#> 472 Tropical rainforest
#> 473 Tropical savanna
#> 474 Tropical seasonal forest
#> 475 Tropical thornwood
#> 476 Tundra and alpine
#> 477 Woodland
#> 478 no_biome
#> 479 Desert semidesert
#> 480 ET Desert semidesert - tropical subtropical seasonal rainforest savanna
#> 481 ET Laurel forest - tropical rainforest
#> 482 ET Laurel forest - tropical subtropical seasonal rainforest savanna
#> 483 ET Mediterranean - desert semidesert
#> 484 ET Tropical rainforest - desert semidesert
#> 485 ET Tropical rainforest - tropical subtropical seasonal rainforest savanna
#> 486 Inland water
#> 487 Laurel forest
#> 488 Mediterranean
#> 489 Tropical rainforest
#> 490 Tropical subtropical seasonal rainforest savanna
#> 491 Winter cold semidesert
#> 492 Winter cold steppe
#> 493 no_biome
#> n
#> 1 1
#> 2 81
#> 3 6
#> 4 2
#> 5 1316
#> 6 149
#> 7 3
#> 8 876
#> 9 141
#> 10 186
#> 11 236
#> 12 7405
#> 13 860
#> 14 4367
#> 15 370
#> 16 1031
#> 17 16
#> 18 265
#> 19 5946
#> 20 266
#> 21 250
#> 22 222
#> 23 1716
#> 24 1852
#> 25 99
#> 26 99
#> 27 100
#> 28 30
#> 29 2975
#> 30 1953
#> 31 386
#> 32 855
#> 33 3070
#> 34 2105
#> 35 7201
#> 36 1551
#> 37 72
#> 38 103
#> 39 10
#> 40 454
#> 41 238
#> 42 536
#> 43 255
#> 44 465
#> 45 402
#> 46 17
#> 47 18
#> 48 533
#> 49 13
#> 50 1
#> 51 6
#> 52 43
#> 53 21
#> 54 933
#> 55 10
#> 56 3
#> 57 868
#> 58 2583
#> 59 5879
#> 60 704
#> 61 4189
#> 62 930
#> 63 847
#> 64 451
#> 65 54
#> 66 202
#> 67 549
#> 68 15
#> 69 1
#> 70 2
#> 71 226
#> 72 18
#> 73 443
#> 74 2612
#> 75 4632
#> 76 7283
#> 77 542
#> 78 1
#> 79 120
#> 80 27
#> 81 2
#> 82 539
#> 83 409
#> 84 4562
#> 85 5100
#> 86 5168
#> 87 1102
#> 88 1317
#> 89 2644
#> 90 269
#> 91 126
#> 92 22
#> 93 1986
#> 94 92
#> 95 5452
#> 96 380
#> 97 3220
#> 98 1522
#> 99 1597
#> 100 273
#> 101 847
#> 102 1525
#> 103 43
#> 104 2
#> 105 2089
#> 106 554
#> 107 4527
#> 108 324
#> 109 3727
#> 110 1522
#> 111 1630
#> 112 453
#> 113 202
#> 114 33
#> 115 15
#> 116 1683
#> 117 106
#> 118 42
#> 119 4427
#> 120 6563
#> 121 73
#> 122 139
#> 123 1
#> 124 1
#> 125 731
#> 126 846
#> 127 85
#> 128 5665
#> 129 54
#> 130 1351
#> 131 84
#> 132 307
#> 133 35
#> 134 8
#> 135 1846
#> 136 423
#> 137 2616
#> 138 1210
#> 139 10
#> 140 537
#> 141 1
#> 142 2330
#> 143 5
#> 144 1
#> 145 11
#> 146 536
#> 147 1238
#> 148 2
#> 149 151
#> 150 333
#> 151 90
#> 152 4872
#> 153 116
#> 154 2306
#> 155 5617
#> 156 2240
#> 157 65
#> 158 20
#> 159 84
#> 160 43
#> 161 172
#> 162 2
#> 163 13
#> 164 7127
#> 165 3337
#> 166 5
#> 167 1571
#> 168 3106
#> 169 841
#> 170 213
#> 171 496
#> 172 44
#> 173 93
#> 174 20
#> 175 118
#> 176 972
#> 177 61
#> 178 20
#> 179 3
#> 180 2425
#> 181 4044
#> 182 1427
#> 183 6724
#> 184 580
#> 185 499
#> 186 7
#> 187 2
#> 188 1763
#> 189 4554
#> 190 1183
#> 191 1551
#> 192 431
#> 193 772
#> 194 30
#> 195 281
#> 196 362
#> 197 31
#> 198 948
#> 199 64
#> 200 3603
#> 201 538
#> 202 227
#> 203 683
#> 204 24
#> 205 157
#> 206 1757
#> 207 340
#> 208 3475
#> 209 9
#> 210 518
#> 211 106
#> 212 298
#> 213 1
#> 214 6613
#> 215 2630
#> 216 1102
#> 217 103
#> 218 109
#> 219 340
#> 220 547
#> 221 457
#> 222 1862
#> 223 1587
#> 224 1464
#> 225 154
#> 226 814
#> 227 882
#> 228 145
#> 229 2542
#> 230 2645
#> 231 1463
#> 232 58
#> 233 641
#> 234 3
#> 235 1023
#> 236 191
#> 237 28
#> 238 477
#> 239 85
#> 240 752
#> 241 1621
#> 242 5424
#> 243 137
#> 244 130
#> 245 930
#> 246 143
#> 247 1359
#> 248 502
#> 249 241
#> 250 2629
#> 251 865
#> 252 1
#> 253 2
#> 254 596
#> 255 2
#> 256 47
#> 257 196
#> 258 863
#> 259 12
#> 260 35
#> 261 680
#> 262 909
#> 263 414
#> 264 4579
#> 265 60
#> 266 3894
#> 267 9
#> 268 234
#> 269 44
#> 270 3137
#> 271 603
#> 272 1678
#> 273 742
#> 274 1222
#> 275 53
#> 276 23
#> 277 209
#> 278 595
#> 279 23
#> 280 1
#> 281 2
#> 282 209
#> 283 1
#> 284 460
#> 285 1909
#> 286 4552
#> 287 7258
#> 288 513
#> 289 2460
#> 290 2041
#> 291 7724
#> 292 1377
#> 293 78
#> 294 263
#> 295 11
#> 296 440
#> 297 383
#> 298 499
#> 299 169
#> 300 492
#> 301 508
#> 302 1
#> 303 12
#> 304 572
#> 305 50
#> 306 2560
#> 307 1188
#> 308 720
#> 309 1225
#> 310 50
#> 311 100
#> 312 1608
#> 313 56
#> 314 380
#> 315 618
#> 316 1192
#> 317 4572
#> 318 139
#> 319 1423
#> 320 134
#> 321 35
#> 322 210
#> 323 770
#> 324 112
#> 325 4
#> 326 21
#> 327 1
#> 328 205
#> 329 12
#> 330 316
#> 331 1
#> 332 6
#> 333 17
#> 334 464
#> 335 1
#> 336 74
#> 337 167
#> 338 297
#> 339 2429
#> 340 4058
#> 341 13
#> 342 4429
#> 343 1483
#> 344 825
#> 345 991
#> 346 1104
#> 347 1264
#> 348 53
#> 349 23
#> 350 202
#> 351 611
#> 352 23
#> 353 1
#> 354 2
#> 355 126
#> 356 19
#> 357 454
#> 358 1867
#> 359 4607
#> 360 7265
#> 361 513
#> 362 57
#> 363 641
#> 364 2673
#> 365 754
#> 366 375
#> 367 4797
#> 368 76
#> 369 971
#> 370 1
#> 371 222
#> 372 216
#> 373 2355
#> 374 470
#> 375 265
#> 376 2517
#> 377 640
#> 378 1231
#> 379 11
#> 380 704
#> 381 612
#> 382 173
#> 383 4386
#> 384 42
#> 385 483
#> 386 1354
#> 387 7844
#> 388 43
#> 389 147
#> 390 1
#> 391 74
#> 392 7
#> 393 3
#> 394 3
#> 395 59
#> 396 222
#> 397 17
#> 398 316
#> 399 61
#> 400 47
#> 401 16
#> 402 7
#> 403 11
#> 404 2
#> 405 35
#> 406 2109
#> 407 4727
#> 408 112
#> 409 134
#> 410 1103
#> 411 4008
#> 412 1483
#> 413 11
#> 414 694
#> 415 85
#> 416 3
#> 417 10
#> 418 310
#> 419 708
#> 420 3
#> 421 26
#> 422 42
#> 423 581
#> 424 149
#> 425 4558
#> 426 2465
#> 427 32
#> 428 6385
#> 429 1249
#> 430 963
#> 431 51
#> 432 6
#> 433 636
#> 434 536
#> 435 97
#> 436 985
#> 437 587
#> 438 15
#> 439 36
#> 440 3361
#> 441 18
#> 442 296
#> 443 7
#> 444 240
#> 445 4872
#> 446 263
#> 447 5717
#> 448 536
#> 449 4
#> 450 742
#> 451 5
#> 452 161
#> 453 1940
#> 454 319
#> 455 242
#> 456 1272
#> 457 120
#> 458 16
#> 459 706
#> 460 307
#> 461 9
#> 462 37
#> 463 2433
#> 464 1022
#> 465 4100
#> 466 3059
#> 467 536
#> 468 220
#> 469 485
#> 470 1109
#> 471 386
#> 472 5852
#> 473 1703
#> 474 2064
#> 475 3068
#> 476 462
#> 477 1145
#> 478 536
#> 479 229
#> 480 628
#> 481 82
#> 482 548
#> 483 185
#> 484 13
#> 485 3060
#> 486 5
#> 487 22
#> 488 357
#> 489 5050
#> 490 6224
#> 491 90
#> 492 1
#> 493 536
# Tabulate by raster value
classified_ids <- biomes_classify(
x = bombacoideae_occurrences,
value = "ID"
)
#> no biome file or scheme provided using default biomes
#> Coordinates provided as data.frame, assuming WGS84 as CRS.
#> Classified 17030 record(s) against 31 biome layer(s):
#> - Biome_Inventory_layer_01 (Allen et al., 2020)
#> - Biome_Inventory_layer_02 (Buchhorn et al., 2019)
#> - Biome_Inventory_layer_03 (Beck et al., 2018)
#> - Biome_Inventory_layer_04 (Hengl et al., 2018)
#> - Biome_Inventory_layer_05 (Dinerstein et al., 2017)
#> - Biome_Inventory_layer_06 (Zhang et al., 2017)
#> - Biome_Inventory_layer_07 (Netzel & Stepinski, 2016a)
#> - Biome_Inventory_layer_08 (Netzel & Stepinski, 2016b)
#> - Biome_Inventory_layer_09 (Higgins et al., 2016)
#> - Biome_Inventory_layer_10 (Pfadenhauer & Klötzli, 2014)
#> - Biome_Inventory_layer_11 (Zhang & Yan, 2014)
#> - Biome_Inventory_layer_12 (Metzger et al., 2013)
#> - Biome_Inventory_layer_13 (Food and Agriculture Organization of the United Nations, 2012)
#> - Biome_Inventory_layer_14 (Tateishi et al., 2011; Tateishi et al., 2014; Kobayashi et al., 2017)
#> - Biome_Inventory_layer_15 (Defries et al., 2010)
#> - Biome_Inventory_layer_16 (Ellis et al., 2010)
#> - Biome_Inventory_layer_17 (European Space Agency, 2010)
#> - Biome_Inventory_layer_18 (Friedl et al., 2010)
#> - Biome_Inventory_layer_19 (The Nature Conservancy, 2009)
#> - Biome_Inventory_layer_20 (Peel et al., 2007)
#> - Biome_Inventory_layer_21 (Bartholomé & Belward, 2005)
#> - Biome_Inventory_layer_22 (Kaplan et al., 2003)
#> - Biome_Inventory_layer_23 (Olson et al., 2001)
#> - Biome_Inventory_layer_24 (Loveland et al., 2000)
#> - Biome_Inventory_layer_25 (Ramankutty & Foley, 1999)
#> - Biome_Inventory_layer_26 (Leemans, 1990)
#> - Biome_Inventory_layer_27 (Schultz, 1988, 1995, 2002, 2008, 2016)
#> - Biome_Inventory_layer_28 (Müller-Hohenstein, 1981)
#> - Biome_Inventory_layer_29 (Schmithüsen, 1976)
#> - Biome_Inventory_layer_30 (Whittaker, 1975)
#> - Biome_Inventory_layer_31 (Walter, 1964, 1968; Walter & Breckle, 1970; Breckle & Rafiqpoor, 2019)
biomes_tab(classified_ids, value = "ID")
#> scheme biome n
#> 1 Biome_Inventory_layer_01 1 7405
#> 2 Biome_Inventory_layer_01 2 4367
#> 3 Biome_Inventory_layer_01 3 1316
#> 4 Biome_Inventory_layer_01 4 860
#> 5 Biome_Inventory_layer_01 5 370
#> 6 Biome_Inventory_layer_01 6 2
#> 7 Biome_Inventory_layer_01 7 876
#> 8 Biome_Inventory_layer_01 8 149
#> 9 Biome_Inventory_layer_01 9 236
#> 10 Biome_Inventory_layer_01 10 141
#> 11 Biome_Inventory_layer_01 11 3
#> 12 Biome_Inventory_layer_01 12 186
#> 13 Biome_Inventory_layer_01 15 81
#> 14 Biome_Inventory_layer_01 17 6
#> 15 Biome_Inventory_layer_01 18 1
#> 16 Biome_Inventory_layer_02 1 5946
#> 17 Biome_Inventory_layer_02 2 100
#> 18 Biome_Inventory_layer_02 3 2975
#> 19 Biome_Inventory_layer_02 4 1953
#> 20 Biome_Inventory_layer_02 5 16
#> 21 Biome_Inventory_layer_02 6 1716
#> 22 Biome_Inventory_layer_02 7 265
#> 23 Biome_Inventory_layer_02 8 222
#> 24 Biome_Inventory_layer_02 10 1852
#> 25 Biome_Inventory_layer_02 11 30
#> 26 Biome_Inventory_layer_02 12 250
#> 27 Biome_Inventory_layer_02 13 266
#> 28 Biome_Inventory_layer_02 14 99
#> 29 Biome_Inventory_layer_02 95 99
#> 30 Biome_Inventory_layer_02 98 386
#> 31 Biome_Inventory_layer_03 1 3070
#> 32 Biome_Inventory_layer_03 2 2105
#> 33 Biome_Inventory_layer_03 3 7201
#> 34 Biome_Inventory_layer_03 5 1551
#> 35 Biome_Inventory_layer_03 6 402
#> 36 Biome_Inventory_layer_03 7 465
#> 37 Biome_Inventory_layer_03 8 103
#> 38 Biome_Inventory_layer_03 9 454
#> 39 Biome_Inventory_layer_03 10 255
#> 40 Biome_Inventory_layer_03 13 238
#> 41 Biome_Inventory_layer_03 14 536
#> 42 Biome_Inventory_layer_03 15 10
#> 43 Biome_Inventory_layer_03 16 17
#> 44 Biome_Inventory_layer_03 17 72
#> 45 Biome_Inventory_layer_03 24 18
#> 46 Biome_Inventory_layer_04 1 2583
#> 47 Biome_Inventory_layer_04 2 704
#> 48 Biome_Inventory_layer_04 3 5879
#> 49 Biome_Inventory_layer_04 4 868
#> 50 Biome_Inventory_layer_04 5 930
#> 51 Biome_Inventory_layer_04 6 4189
#> 52 Biome_Inventory_layer_04 7 933
#> 53 Biome_Inventory_layer_04 9 21
#> 54 Biome_Inventory_layer_04 10 3
#> 55 Biome_Inventory_layer_04 11 10
#> 56 Biome_Inventory_layer_04 12 43
#> 57 Biome_Inventory_layer_04 13 6
#> 58 Biome_Inventory_layer_04 15 13
#> 59 Biome_Inventory_layer_04 16 1
#> 60 Biome_Inventory_layer_05 1 7283
#> 61 Biome_Inventory_layer_05 2 202
#> 62 Biome_Inventory_layer_05 3 4632
#> 63 Biome_Inventory_layer_05 4 2612
#> 64 Biome_Inventory_layer_05 5 54
#> 65 Biome_Inventory_layer_05 6 443
#> 66 Biome_Inventory_layer_05 7 451
#> 67 Biome_Inventory_layer_05 8 15
#> 68 Biome_Inventory_layer_05 9 549
#> 69 Biome_Inventory_layer_05 10 18
#> 70 Biome_Inventory_layer_05 11 2
#> 71 Biome_Inventory_layer_05 12 226
#> 72 Biome_Inventory_layer_05 15 1
#> 73 Biome_Inventory_layer_06 1 4562
#> 74 Biome_Inventory_layer_06 2 5168
#> 75 Biome_Inventory_layer_06 3 5100
#> 76 Biome_Inventory_layer_06 4 539
#> 77 Biome_Inventory_layer_06 5 27
#> 78 Biome_Inventory_layer_06 6 409
#> 79 Biome_Inventory_layer_06 7 2
#> 80 Biome_Inventory_layer_06 8 120
#> 81 Biome_Inventory_layer_06 14 1
#> 82 Biome_Inventory_layer_07 1 1986
#> 83 Biome_Inventory_layer_07 2 3220
#> 84 Biome_Inventory_layer_07 3 5452
#> 85 Biome_Inventory_layer_07 4 2644
#> 86 Biome_Inventory_layer_07 5 1317
#> 87 Biome_Inventory_layer_07 6 269
#> 88 Biome_Inventory_layer_07 7 126
#> 89 Biome_Inventory_layer_07 8 92
#> 90 Biome_Inventory_layer_07 9 380
#> 91 Biome_Inventory_layer_07 11 22
#> 92 Biome_Inventory_layer_08 1 2089
#> 93 Biome_Inventory_layer_08 2 4527
#> 94 Biome_Inventory_layer_08 3 3727
#> 95 Biome_Inventory_layer_08 4 1597
#> 96 Biome_Inventory_layer_08 5 1525
#> 97 Biome_Inventory_layer_08 6 273
#> 98 Biome_Inventory_layer_08 7 847
#> 99 Biome_Inventory_layer_08 8 554
#> 100 Biome_Inventory_layer_08 9 324
#> 101 Biome_Inventory_layer_08 11 2
#> 102 Biome_Inventory_layer_08 12 43
#> 103 Biome_Inventory_layer_09 1 6563
#> 104 Biome_Inventory_layer_09 2 4427
#> 105 Biome_Inventory_layer_09 3 1630
#> 106 Biome_Inventory_layer_09 4 453
#> 107 Biome_Inventory_layer_09 5 1683
#> 108 Biome_Inventory_layer_09 6 731
#> 109 Biome_Inventory_layer_09 7 202
#> 110 Biome_Inventory_layer_09 8 33
#> 111 Biome_Inventory_layer_09 9 42
#> 112 Biome_Inventory_layer_09 10 73
#> 113 Biome_Inventory_layer_09 12 139
#> 114 Biome_Inventory_layer_09 13 106
#> 115 Biome_Inventory_layer_09 14 846
#> 116 Biome_Inventory_layer_09 17 15
#> 117 Biome_Inventory_layer_09 18 1
#> 118 Biome_Inventory_layer_09 21 1
#> 119 Biome_Inventory_layer_10 1 5665
#> 120 Biome_Inventory_layer_10 2 2616
#> 121 Biome_Inventory_layer_10 3 1351
#> 122 Biome_Inventory_layer_10 4 423
#> 123 Biome_Inventory_layer_10 5 1210
#> 124 Biome_Inventory_layer_10 6 2330
#> 125 Biome_Inventory_layer_10 7 54
#> 126 Biome_Inventory_layer_10 8 5
#> 127 Biome_Inventory_layer_10 9 1
#> 128 Biome_Inventory_layer_10 10 1
#> 129 Biome_Inventory_layer_10 11 307
#> 130 Biome_Inventory_layer_10 12 11
#> 131 Biome_Inventory_layer_10 13 35
#> 132 Biome_Inventory_layer_10 14 10
#> 133 Biome_Inventory_layer_10 15 537
#> 134 Biome_Inventory_layer_10 24 84
#> 135 Biome_Inventory_layer_10 95 8
#> 136 Biome_Inventory_layer_10 97 1846
#> 137 Biome_Inventory_layer_11 1 2306
#> 138 Biome_Inventory_layer_11 2 2240
#> 139 Biome_Inventory_layer_11 3 5617
#> 140 Biome_Inventory_layer_11 4 4872
#> 141 Biome_Inventory_layer_11 5 116
#> 142 Biome_Inventory_layer_11 6 333
#> 143 Biome_Inventory_layer_11 7 1238
#> 144 Biome_Inventory_layer_11 8 151
#> 145 Biome_Inventory_layer_11 9 90
#> 146 Biome_Inventory_layer_11 10 2
#> 147 Biome_Inventory_layer_12 1 7127
#> 148 Biome_Inventory_layer_12 2 3106
#> 149 Biome_Inventory_layer_12 3 3337
#> 150 Biome_Inventory_layer_12 4 13
#> 151 Biome_Inventory_layer_12 5 1571
#> 152 Biome_Inventory_layer_12 6 5
#> 153 Biome_Inventory_layer_12 7 213
#> 154 Biome_Inventory_layer_12 8 841
#> 155 Biome_Inventory_layer_12 9 43
#> 156 Biome_Inventory_layer_12 10 172
#> 157 Biome_Inventory_layer_12 11 84
#> 158 Biome_Inventory_layer_12 12 20
#> 159 Biome_Inventory_layer_12 14 2
#> 160 Biome_Inventory_layer_13 1 6724
#> 161 Biome_Inventory_layer_13 2 4044
#> 162 Biome_Inventory_layer_13 3 1427
#> 163 Biome_Inventory_layer_13 4 580
#> 164 Biome_Inventory_layer_13 5 2425
#> 165 Biome_Inventory_layer_13 6 3
#> 166 Biome_Inventory_layer_13 7 93
#> 167 Biome_Inventory_layer_13 8 118
#> 168 Biome_Inventory_layer_13 9 972
#> 169 Biome_Inventory_layer_13 10 61
#> 170 Biome_Inventory_layer_13 11 20
#> 171 Biome_Inventory_layer_13 12 20
#> 172 Biome_Inventory_layer_13 95 44
#> 173 Biome_Inventory_layer_14 1 30
#> 174 Biome_Inventory_layer_14 2 4554
#> 175 Biome_Inventory_layer_14 3 772
#> 176 Biome_Inventory_layer_14 4 2
#> 177 Biome_Inventory_layer_14 5 31
#> 178 Biome_Inventory_layer_14 6 1551
#> 179 Biome_Inventory_layer_14 7 948
#> 180 Biome_Inventory_layer_14 8 1763
#> 181 Biome_Inventory_layer_14 9 7
#> 182 Biome_Inventory_layer_14 10 3603
#> 183 Biome_Inventory_layer_14 11 227
#> 184 Biome_Inventory_layer_14 12 64
#> 185 Biome_Inventory_layer_14 13 1183
#> 186 Biome_Inventory_layer_14 14 431
#> 187 Biome_Inventory_layer_14 15 362
#> 188 Biome_Inventory_layer_14 16 281
#> 189 Biome_Inventory_layer_14 98 538
#> 190 Biome_Inventory_layer_15 1 3475
#> 191 Biome_Inventory_layer_15 2 6613
#> 192 Biome_Inventory_layer_15 3 2630
#> 193 Biome_Inventory_layer_15 4 340
#> 194 Biome_Inventory_layer_15 5 518
#> 195 Biome_Inventory_layer_15 6 1757
#> 196 Biome_Inventory_layer_15 7 298
#> 197 Biome_Inventory_layer_15 8 157
#> 198 Biome_Inventory_layer_15 9 24
#> 199 Biome_Inventory_layer_15 10 106
#> 200 Biome_Inventory_layer_15 11 9
#> 201 Biome_Inventory_layer_15 98 1
#> 202 Biome_Inventory_layer_16 1 2645
#> 203 Biome_Inventory_layer_16 2 547
#> 204 Biome_Inventory_layer_16 3 1463
#> 205 Biome_Inventory_layer_16 4 58
#> 206 Biome_Inventory_layer_16 5 1862
#> 207 Biome_Inventory_layer_16 6 882
#> 208 Biome_Inventory_layer_16 7 1587
#> 209 Biome_Inventory_layer_16 8 1464
#> 210 Biome_Inventory_layer_16 9 340
#> 211 Biome_Inventory_layer_16 10 103
#> 212 Biome_Inventory_layer_16 11 814
#> 213 Biome_Inventory_layer_16 12 109
#> 214 Biome_Inventory_layer_16 13 2542
#> 215 Biome_Inventory_layer_16 14 145
#> 216 Biome_Inventory_layer_16 15 457
#> 217 Biome_Inventory_layer_16 16 154
#> 218 Biome_Inventory_layer_16 17 3
#> 219 Biome_Inventory_layer_16 18 1023
#> 220 Biome_Inventory_layer_16 98 641
#> 221 Biome_Inventory_layer_17 1 137
#> 222 Biome_Inventory_layer_17 2 5424
#> 223 Biome_Inventory_layer_17 3 865
#> 224 Biome_Inventory_layer_17 4 85
#> 225 Biome_Inventory_layer_17 5 1621
#> 226 Biome_Inventory_layer_17 6 2629
#> 227 Biome_Inventory_layer_17 7 1359
#> 228 Biome_Inventory_layer_17 8 2
#> 229 Biome_Inventory_layer_17 9 930
#> 230 Biome_Inventory_layer_17 10 28
#> 231 Biome_Inventory_layer_17 11 596
#> 232 Biome_Inventory_layer_17 12 502
#> 233 Biome_Inventory_layer_17 13 477
#> 234 Biome_Inventory_layer_17 14 752
#> 235 Biome_Inventory_layer_17 15 241
#> 236 Biome_Inventory_layer_17 16 130
#> 237 Biome_Inventory_layer_17 17 47
#> 238 Biome_Inventory_layer_17 18 143
#> 239 Biome_Inventory_layer_17 19 1
#> 240 Biome_Inventory_layer_17 20 2
#> 241 Biome_Inventory_layer_17 98 196
#> 242 Biome_Inventory_layer_18 1 4579
#> 243 Biome_Inventory_layer_18 2 909
#> 244 Biome_Inventory_layer_18 3 35
#> 245 Biome_Inventory_layer_18 4 12
#> 246 Biome_Inventory_layer_18 5 3137
#> 247 Biome_Inventory_layer_18 6 3894
#> 248 Biome_Inventory_layer_18 7 680
#> 249 Biome_Inventory_layer_18 8 414
#> 250 Biome_Inventory_layer_18 9 1678
#> 251 Biome_Inventory_layer_18 10 234
#> 252 Biome_Inventory_layer_18 11 44
#> 253 Biome_Inventory_layer_18 12 9
#> 254 Biome_Inventory_layer_18 13 60
#> 255 Biome_Inventory_layer_18 98 603
#> 256 Biome_Inventory_layer_19 1 7258
#> 257 Biome_Inventory_layer_19 2 209
#> 258 Biome_Inventory_layer_19 3 4552
#> 259 Biome_Inventory_layer_19 4 1909
#> 260 Biome_Inventory_layer_19 5 460
#> 261 Biome_Inventory_layer_19 6 53
#> 262 Biome_Inventory_layer_19 7 1222
#> 263 Biome_Inventory_layer_19 8 23
#> 264 Biome_Inventory_layer_19 9 595
#> 265 Biome_Inventory_layer_19 10 2
#> 266 Biome_Inventory_layer_19 11 1
#> 267 Biome_Inventory_layer_19 12 209
#> 268 Biome_Inventory_layer_19 15 1
#> 269 Biome_Inventory_layer_19 95 23
#> 270 Biome_Inventory_layer_20 1 2460
#> 271 Biome_Inventory_layer_20 2 2041
#> 272 Biome_Inventory_layer_20 3 7724
#> 273 Biome_Inventory_layer_20 5 1377
#> 274 Biome_Inventory_layer_20 6 508
#> 275 Biome_Inventory_layer_20 7 492
#> 276 Biome_Inventory_layer_20 8 263
#> 277 Biome_Inventory_layer_20 9 440
#> 278 Biome_Inventory_layer_20 10 169
#> 279 Biome_Inventory_layer_20 11 499
#> 280 Biome_Inventory_layer_20 13 11
#> 281 Biome_Inventory_layer_20 14 383
#> 282 Biome_Inventory_layer_20 15 78
#> 283 Biome_Inventory_layer_20 18 1
#> 284 Biome_Inventory_layer_20 30 12
#> 285 Biome_Inventory_layer_21 1 134
#> 286 Biome_Inventory_layer_21 2 4572
#> 287 Biome_Inventory_layer_21 3 35
#> 288 Biome_Inventory_layer_21 4 1192
#> 289 Biome_Inventory_layer_21 5 1225
#> 290 Biome_Inventory_layer_21 6 720
#> 291 Biome_Inventory_layer_21 7 50
#> 292 Biome_Inventory_layer_21 8 1188
#> 293 Biome_Inventory_layer_21 9 1608
#> 294 Biome_Inventory_layer_21 10 2560
#> 295 Biome_Inventory_layer_21 11 618
#> 296 Biome_Inventory_layer_21 12 56
#> 297 Biome_Inventory_layer_21 13 380
#> 298 Biome_Inventory_layer_21 14 50
#> 299 Biome_Inventory_layer_21 15 100
#> 300 Biome_Inventory_layer_21 16 1423
#> 301 Biome_Inventory_layer_21 17 139
#> 302 Biome_Inventory_layer_21 98 210
#> 303 Biome_Inventory_layer_22 1 4058
#> 304 Biome_Inventory_layer_22 2 1483
#> 305 Biome_Inventory_layer_22 3 4429
#> 306 Biome_Inventory_layer_22 4 2429
#> 307 Biome_Inventory_layer_22 5 825
#> 308 Biome_Inventory_layer_22 6 13
#> 309 Biome_Inventory_layer_22 7 112
#> 310 Biome_Inventory_layer_22 8 205
#> 311 Biome_Inventory_layer_22 9 991
#> 312 Biome_Inventory_layer_22 10 464
#> 313 Biome_Inventory_layer_22 11 167
#> 314 Biome_Inventory_layer_22 12 316
#> 315 Biome_Inventory_layer_22 13 297
#> 316 Biome_Inventory_layer_22 14 6
#> 317 Biome_Inventory_layer_22 15 17
#> 318 Biome_Inventory_layer_22 16 1
#> 319 Biome_Inventory_layer_22 17 74
#> 320 Biome_Inventory_layer_22 18 4
#> 321 Biome_Inventory_layer_22 20 21
#> 322 Biome_Inventory_layer_22 21 12
#> 323 Biome_Inventory_layer_22 22 1
#> 324 Biome_Inventory_layer_22 26 1
#> 325 Biome_Inventory_layer_23 1 7265
#> 326 Biome_Inventory_layer_23 2 202
#> 327 Biome_Inventory_layer_23 3 4607
#> 328 Biome_Inventory_layer_23 4 1867
#> 329 Biome_Inventory_layer_23 5 454
#> 330 Biome_Inventory_layer_23 6 53
#> 331 Biome_Inventory_layer_23 7 1264
#> 332 Biome_Inventory_layer_23 8 23
#> 333 Biome_Inventory_layer_23 9 611
#> 334 Biome_Inventory_layer_23 10 2
#> 335 Biome_Inventory_layer_23 11 126
#> 336 Biome_Inventory_layer_23 12 19
#> 337 Biome_Inventory_layer_23 15 1
#> 338 Biome_Inventory_layer_23 95 23
#> 339 Biome_Inventory_layer_24 1 4797
#> 340 Biome_Inventory_layer_24 2 2355
#> 341 Biome_Inventory_layer_24 3 2673
#> 342 Biome_Inventory_layer_24 4 57
#> 343 Biome_Inventory_layer_24 5 2517
#> 344 Biome_Inventory_layer_24 6 375
#> 345 Biome_Inventory_layer_24 7 265
#> 346 Biome_Inventory_layer_24 8 641
#> 347 Biome_Inventory_layer_24 9 971
#> 348 Biome_Inventory_layer_24 10 754
#> 349 Biome_Inventory_layer_24 11 216
#> 350 Biome_Inventory_layer_24 12 222
#> 351 Biome_Inventory_layer_24 13 76
#> 352 Biome_Inventory_layer_24 15 1
#> 353 Biome_Inventory_layer_24 98 470
#> 354 Biome_Inventory_layer_25 1 7844
#> 355 Biome_Inventory_layer_25 2 1354
#> 356 Biome_Inventory_layer_25 3 4386
#> 357 Biome_Inventory_layer_25 4 1231
#> 358 Biome_Inventory_layer_25 5 11
#> 359 Biome_Inventory_layer_25 6 173
#> 360 Biome_Inventory_layer_25 7 704
#> 361 Biome_Inventory_layer_25 8 483
#> 362 Biome_Inventory_layer_25 9 42
#> 363 Biome_Inventory_layer_25 10 612
#> 364 Biome_Inventory_layer_25 11 43
#> 365 Biome_Inventory_layer_26 1 1483
#> 366 Biome_Inventory_layer_26 2 1103
#> 367 Biome_Inventory_layer_26 3 3
#> 368 Biome_Inventory_layer_26 4 85
#> 369 Biome_Inventory_layer_26 5 112
#> 370 Biome_Inventory_layer_26 6 4008
#> 371 Biome_Inventory_layer_26 7 4727
#> 372 Biome_Inventory_layer_26 8 694
#> 373 Biome_Inventory_layer_26 9 11
#> 374 Biome_Inventory_layer_26 10 2109
#> 375 Biome_Inventory_layer_26 12 42
#> 376 Biome_Inventory_layer_26 14 134
#> 377 Biome_Inventory_layer_26 15 2
#> 378 Biome_Inventory_layer_26 16 35
#> 379 Biome_Inventory_layer_26 17 708
#> 380 Biome_Inventory_layer_26 18 3
#> 381 Biome_Inventory_layer_26 19 310
#> 382 Biome_Inventory_layer_26 20 17
#> 383 Biome_Inventory_layer_26 21 26
#> 384 Biome_Inventory_layer_26 22 10
#> 385 Biome_Inventory_layer_26 23 61
#> 386 Biome_Inventory_layer_26 24 3
#> 387 Biome_Inventory_layer_26 25 59
#> 388 Biome_Inventory_layer_26 26 316
#> 389 Biome_Inventory_layer_26 27 7
#> 390 Biome_Inventory_layer_26 28 222
#> 391 Biome_Inventory_layer_26 30 1
#> 392 Biome_Inventory_layer_26 31 7
#> 393 Biome_Inventory_layer_26 32 3
#> 394 Biome_Inventory_layer_26 33 74
#> 395 Biome_Inventory_layer_26 34 16
#> 396 Biome_Inventory_layer_26 36 11
#> 397 Biome_Inventory_layer_26 95 47
#> 398 Biome_Inventory_layer_27 1 4558
#> 399 Biome_Inventory_layer_27 2 6385
#> 400 Biome_Inventory_layer_27 3 2465
#> 401 Biome_Inventory_layer_27 4 963
#> 402 Biome_Inventory_layer_27 5 51
#> 403 Biome_Inventory_layer_27 6 149
#> 404 Biome_Inventory_layer_27 7 6
#> 405 Biome_Inventory_layer_27 8 636
#> 406 Biome_Inventory_layer_27 11 32
#> 407 Biome_Inventory_layer_27 97 1249
#> 408 Biome_Inventory_layer_28 1 5717
#> 409 Biome_Inventory_layer_28 2 263
#> 410 Biome_Inventory_layer_28 3 3361
#> 411 Biome_Inventory_layer_28 4 985
#> 412 Biome_Inventory_layer_28 5 4872
#> 413 Biome_Inventory_layer_28 6 97
#> 414 Biome_Inventory_layer_28 7 15
#> 415 Biome_Inventory_layer_28 8 587
#> 416 Biome_Inventory_layer_28 9 240
#> 417 Biome_Inventory_layer_28 10 7
#> 418 Biome_Inventory_layer_28 11 296
#> 419 Biome_Inventory_layer_28 95 36
#> 420 Biome_Inventory_layer_28 96 18
#> 421 Biome_Inventory_layer_29 1 4100
#> 422 Biome_Inventory_layer_29 2 242
#> 423 Biome_Inventory_layer_29 3 1940
#> 424 Biome_Inventory_layer_29 4 1022
#> 425 Biome_Inventory_layer_29 5 3059
#> 426 Biome_Inventory_layer_29 6 742
#> 427 Biome_Inventory_layer_29 7 706
#> 428 Biome_Inventory_layer_29 8 307
#> 429 Biome_Inventory_layer_29 9 2433
#> 430 Biome_Inventory_layer_29 10 4
#> 431 Biome_Inventory_layer_29 11 161
#> 432 Biome_Inventory_layer_29 12 120
#> 433 Biome_Inventory_layer_29 13 9
#> 434 Biome_Inventory_layer_29 14 1272
#> 435 Biome_Inventory_layer_29 17 37
#> 436 Biome_Inventory_layer_29 23 319
#> 437 Biome_Inventory_layer_29 24 16
#> 438 Biome_Inventory_layer_29 95 5
#> 439 Biome_Inventory_layer_30 1 5852
#> 440 Biome_Inventory_layer_30 2 1703
#> 441 Biome_Inventory_layer_30 3 3068
#> 442 Biome_Inventory_layer_30 4 2064
#> 443 Biome_Inventory_layer_30 5 1145
#> 444 Biome_Inventory_layer_30 6 220
#> 445 Biome_Inventory_layer_30 7 485
#> 446 Biome_Inventory_layer_30 8 1109
#> 447 Biome_Inventory_layer_30 9 386
#> 448 Biome_Inventory_layer_30 11 462
#> 449 Biome_Inventory_layer_31 1 13
#> 450 Biome_Inventory_layer_31 2 5050
#> 451 Biome_Inventory_layer_31 3 3060
#> 452 Biome_Inventory_layer_31 4 6224
#> 453 Biome_Inventory_layer_31 5 628
#> 454 Biome_Inventory_layer_31 6 229
#> 455 Biome_Inventory_layer_31 7 548
#> 456 Biome_Inventory_layer_31 8 82
#> 457 Biome_Inventory_layer_31 10 185
#> 458 Biome_Inventory_layer_31 12 22
#> 459 Biome_Inventory_layer_31 16 357
#> 460 Biome_Inventory_layer_31 19 1
#> 461 Biome_Inventory_layer_31 20 90
#> 462 Biome_Inventory_layer_31 95 5
# }