Summarizes the number of occurrence records (one row of x =
one occurrence) in each biome, for one or more biome layers. The
output is a long-format table with one row per (layer, 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 class 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("biomes_example")
# \donttest{
# biomes_classify() downloads and caches the biome raster (~36 MB).
# Tabulate by biome name
classified_names <- biomes_classify(
x = biomes_example,
value = "name"
)
#> no biome file or scheme provided using default biomes
#> Coordinates provided as data.frame, assuming WGS84 as CRS.
#> Classified 29104 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_01
#> 18 Biome_Inventory_layer_01
#> 19 Biome_Inventory_layer_01
#> 20 Biome_Inventory_layer_01
#> 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_02
#> 34 Biome_Inventory_layer_02
#> 35 Biome_Inventory_layer_02
#> 36 Biome_Inventory_layer_02
#> 37 Biome_Inventory_layer_02
#> 38 Biome_Inventory_layer_02
#> 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_03
#> 50 Biome_Inventory_layer_03
#> 51 Biome_Inventory_layer_03
#> 52 Biome_Inventory_layer_03
#> 53 Biome_Inventory_layer_03
#> 54 Biome_Inventory_layer_03
#> 55 Biome_Inventory_layer_03
#> 56 Biome_Inventory_layer_03
#> 57 Biome_Inventory_layer_03
#> 58 Biome_Inventory_layer_03
#> 59 Biome_Inventory_layer_03
#> 60 Biome_Inventory_layer_03
#> 61 Biome_Inventory_layer_03
#> 62 Biome_Inventory_layer_03
#> 63 Biome_Inventory_layer_03
#> 64 Biome_Inventory_layer_03
#> 65 Biome_Inventory_layer_04
#> 66 Biome_Inventory_layer_04
#> 67 Biome_Inventory_layer_04
#> 68 Biome_Inventory_layer_04
#> 69 Biome_Inventory_layer_04
#> 70 Biome_Inventory_layer_04
#> 71 Biome_Inventory_layer_04
#> 72 Biome_Inventory_layer_04
#> 73 Biome_Inventory_layer_04
#> 74 Biome_Inventory_layer_04
#> 75 Biome_Inventory_layer_04
#> 76 Biome_Inventory_layer_04
#> 77 Biome_Inventory_layer_04
#> 78 Biome_Inventory_layer_04
#> 79 Biome_Inventory_layer_04
#> 80 Biome_Inventory_layer_04
#> 81 Biome_Inventory_layer_04
#> 82 Biome_Inventory_layer_04
#> 83 Biome_Inventory_layer_04
#> 84 Biome_Inventory_layer_04
#> 85 Biome_Inventory_layer_05
#> 86 Biome_Inventory_layer_05
#> 87 Biome_Inventory_layer_05
#> 88 Biome_Inventory_layer_05
#> 89 Biome_Inventory_layer_05
#> 90 Biome_Inventory_layer_05
#> 91 Biome_Inventory_layer_05
#> 92 Biome_Inventory_layer_05
#> 93 Biome_Inventory_layer_05
#> 94 Biome_Inventory_layer_05
#> 95 Biome_Inventory_layer_05
#> 96 Biome_Inventory_layer_05
#> 97 Biome_Inventory_layer_05
#> 98 Biome_Inventory_layer_05
#> 99 Biome_Inventory_layer_05
#> 100 Biome_Inventory_layer_05
#> 101 Biome_Inventory_layer_06
#> 102 Biome_Inventory_layer_06
#> 103 Biome_Inventory_layer_06
#> 104 Biome_Inventory_layer_06
#> 105 Biome_Inventory_layer_06
#> 106 Biome_Inventory_layer_06
#> 107 Biome_Inventory_layer_06
#> 108 Biome_Inventory_layer_06
#> 109 Biome_Inventory_layer_06
#> 110 Biome_Inventory_layer_06
#> 111 Biome_Inventory_layer_06
#> 112 Biome_Inventory_layer_06
#> 113 Biome_Inventory_layer_06
#> 114 Biome_Inventory_layer_06
#> 115 Biome_Inventory_layer_06
#> 116 Biome_Inventory_layer_07
#> 117 Biome_Inventory_layer_07
#> 118 Biome_Inventory_layer_07
#> 119 Biome_Inventory_layer_07
#> 120 Biome_Inventory_layer_07
#> 121 Biome_Inventory_layer_07
#> 122 Biome_Inventory_layer_07
#> 123 Biome_Inventory_layer_07
#> 124 Biome_Inventory_layer_07
#> 125 Biome_Inventory_layer_07
#> 126 Biome_Inventory_layer_07
#> 127 Biome_Inventory_layer_07
#> 128 Biome_Inventory_layer_07
#> 129 Biome_Inventory_layer_08
#> 130 Biome_Inventory_layer_08
#> 131 Biome_Inventory_layer_08
#> 132 Biome_Inventory_layer_08
#> 133 Biome_Inventory_layer_08
#> 134 Biome_Inventory_layer_08
#> 135 Biome_Inventory_layer_08
#> 136 Biome_Inventory_layer_08
#> 137 Biome_Inventory_layer_08
#> 138 Biome_Inventory_layer_08
#> 139 Biome_Inventory_layer_08
#> 140 Biome_Inventory_layer_08
#> 141 Biome_Inventory_layer_08
#> 142 Biome_Inventory_layer_08
#> 143 Biome_Inventory_layer_09
#> 144 Biome_Inventory_layer_09
#> 145 Biome_Inventory_layer_09
#> 146 Biome_Inventory_layer_09
#> 147 Biome_Inventory_layer_09
#> 148 Biome_Inventory_layer_09
#> 149 Biome_Inventory_layer_09
#> 150 Biome_Inventory_layer_09
#> 151 Biome_Inventory_layer_09
#> 152 Biome_Inventory_layer_09
#> 153 Biome_Inventory_layer_09
#> 154 Biome_Inventory_layer_09
#> 155 Biome_Inventory_layer_09
#> 156 Biome_Inventory_layer_09
#> 157 Biome_Inventory_layer_09
#> 158 Biome_Inventory_layer_09
#> 159 Biome_Inventory_layer_09
#> 160 Biome_Inventory_layer_09
#> 161 Biome_Inventory_layer_09
#> 162 Biome_Inventory_layer_09
#> 163 Biome_Inventory_layer_09
#> 164 Biome_Inventory_layer_09
#> 165 Biome_Inventory_layer_09
#> 166 Biome_Inventory_layer_09
#> 167 Biome_Inventory_layer_09
#> 168 Biome_Inventory_layer_10
#> 169 Biome_Inventory_layer_10
#> 170 Biome_Inventory_layer_10
#> 171 Biome_Inventory_layer_10
#> 172 Biome_Inventory_layer_10
#> 173 Biome_Inventory_layer_10
#> 174 Biome_Inventory_layer_10
#> 175 Biome_Inventory_layer_10
#> 176 Biome_Inventory_layer_10
#> 177 Biome_Inventory_layer_10
#> 178 Biome_Inventory_layer_10
#> 179 Biome_Inventory_layer_10
#> 180 Biome_Inventory_layer_10
#> 181 Biome_Inventory_layer_10
#> 182 Biome_Inventory_layer_10
#> 183 Biome_Inventory_layer_10
#> 184 Biome_Inventory_layer_10
#> 185 Biome_Inventory_layer_10
#> 186 Biome_Inventory_layer_10
#> 187 Biome_Inventory_layer_10
#> 188 Biome_Inventory_layer_10
#> 189 Biome_Inventory_layer_10
#> 190 Biome_Inventory_layer_10
#> 191 Biome_Inventory_layer_10
#> 192 Biome_Inventory_layer_10
#> 193 Biome_Inventory_layer_10
#> 194 Biome_Inventory_layer_10
#> 195 Biome_Inventory_layer_10
#> 196 Biome_Inventory_layer_10
#> 197 Biome_Inventory_layer_10
#> 198 Biome_Inventory_layer_10
#> 199 Biome_Inventory_layer_10
#> 200 Biome_Inventory_layer_11
#> 201 Biome_Inventory_layer_11
#> 202 Biome_Inventory_layer_11
#> 203 Biome_Inventory_layer_11
#> 204 Biome_Inventory_layer_11
#> 205 Biome_Inventory_layer_11
#> 206 Biome_Inventory_layer_11
#> 207 Biome_Inventory_layer_11
#> 208 Biome_Inventory_layer_11
#> 209 Biome_Inventory_layer_11
#> 210 Biome_Inventory_layer_11
#> 211 Biome_Inventory_layer_11
#> 212 Biome_Inventory_layer_11
#> 213 Biome_Inventory_layer_12
#> 214 Biome_Inventory_layer_12
#> 215 Biome_Inventory_layer_12
#> 216 Biome_Inventory_layer_12
#> 217 Biome_Inventory_layer_12
#> 218 Biome_Inventory_layer_12
#> 219 Biome_Inventory_layer_12
#> 220 Biome_Inventory_layer_12
#> 221 Biome_Inventory_layer_12
#> 222 Biome_Inventory_layer_12
#> 223 Biome_Inventory_layer_12
#> 224 Biome_Inventory_layer_12
#> 225 Biome_Inventory_layer_12
#> 226 Biome_Inventory_layer_12
#> 227 Biome_Inventory_layer_12
#> 228 Biome_Inventory_layer_12
#> 229 Biome_Inventory_layer_12
#> 230 Biome_Inventory_layer_13
#> 231 Biome_Inventory_layer_13
#> 232 Biome_Inventory_layer_13
#> 233 Biome_Inventory_layer_13
#> 234 Biome_Inventory_layer_13
#> 235 Biome_Inventory_layer_13
#> 236 Biome_Inventory_layer_13
#> 237 Biome_Inventory_layer_13
#> 238 Biome_Inventory_layer_13
#> 239 Biome_Inventory_layer_13
#> 240 Biome_Inventory_layer_13
#> 241 Biome_Inventory_layer_13
#> 242 Biome_Inventory_layer_13
#> 243 Biome_Inventory_layer_13
#> 244 Biome_Inventory_layer_13
#> 245 Biome_Inventory_layer_13
#> 246 Biome_Inventory_layer_13
#> 247 Biome_Inventory_layer_13
#> 248 Biome_Inventory_layer_13
#> 249 Biome_Inventory_layer_13
#> 250 Biome_Inventory_layer_13
#> 251 Biome_Inventory_layer_13
#> 252 Biome_Inventory_layer_14
#> 253 Biome_Inventory_layer_14
#> 254 Biome_Inventory_layer_14
#> 255 Biome_Inventory_layer_14
#> 256 Biome_Inventory_layer_14
#> 257 Biome_Inventory_layer_14
#> 258 Biome_Inventory_layer_14
#> 259 Biome_Inventory_layer_14
#> 260 Biome_Inventory_layer_14
#> 261 Biome_Inventory_layer_14
#> 262 Biome_Inventory_layer_14
#> 263 Biome_Inventory_layer_14
#> 264 Biome_Inventory_layer_14
#> 265 Biome_Inventory_layer_14
#> 266 Biome_Inventory_layer_14
#> 267 Biome_Inventory_layer_14
#> 268 Biome_Inventory_layer_14
#> 269 Biome_Inventory_layer_14
#> 270 Biome_Inventory_layer_14
#> 271 Biome_Inventory_layer_14
#> 272 Biome_Inventory_layer_15
#> 273 Biome_Inventory_layer_15
#> 274 Biome_Inventory_layer_15
#> 275 Biome_Inventory_layer_15
#> 276 Biome_Inventory_layer_15
#> 277 Biome_Inventory_layer_15
#> 278 Biome_Inventory_layer_15
#> 279 Biome_Inventory_layer_15
#> 280 Biome_Inventory_layer_15
#> 281 Biome_Inventory_layer_15
#> 282 Biome_Inventory_layer_15
#> 283 Biome_Inventory_layer_15
#> 284 Biome_Inventory_layer_15
#> 285 Biome_Inventory_layer_16
#> 286 Biome_Inventory_layer_16
#> 287 Biome_Inventory_layer_16
#> 288 Biome_Inventory_layer_16
#> 289 Biome_Inventory_layer_16
#> 290 Biome_Inventory_layer_16
#> 291 Biome_Inventory_layer_16
#> 292 Biome_Inventory_layer_16
#> 293 Biome_Inventory_layer_16
#> 294 Biome_Inventory_layer_16
#> 295 Biome_Inventory_layer_16
#> 296 Biome_Inventory_layer_16
#> 297 Biome_Inventory_layer_16
#> 298 Biome_Inventory_layer_16
#> 299 Biome_Inventory_layer_16
#> 300 Biome_Inventory_layer_16
#> 301 Biome_Inventory_layer_16
#> 302 Biome_Inventory_layer_16
#> 303 Biome_Inventory_layer_16
#> 304 Biome_Inventory_layer_16
#> 305 Biome_Inventory_layer_17
#> 306 Biome_Inventory_layer_17
#> 307 Biome_Inventory_layer_17
#> 308 Biome_Inventory_layer_17
#> 309 Biome_Inventory_layer_17
#> 310 Biome_Inventory_layer_17
#> 311 Biome_Inventory_layer_17
#> 312 Biome_Inventory_layer_17
#> 313 Biome_Inventory_layer_17
#> 314 Biome_Inventory_layer_17
#> 315 Biome_Inventory_layer_17
#> 316 Biome_Inventory_layer_17
#> 317 Biome_Inventory_layer_17
#> 318 Biome_Inventory_layer_17
#> 319 Biome_Inventory_layer_17
#> 320 Biome_Inventory_layer_17
#> 321 Biome_Inventory_layer_17
#> 322 Biome_Inventory_layer_17
#> 323 Biome_Inventory_layer_17
#> 324 Biome_Inventory_layer_17
#> 325 Biome_Inventory_layer_17
#> 326 Biome_Inventory_layer_17
#> 327 Biome_Inventory_layer_18
#> 328 Biome_Inventory_layer_18
#> 329 Biome_Inventory_layer_18
#> 330 Biome_Inventory_layer_18
#> 331 Biome_Inventory_layer_18
#> 332 Biome_Inventory_layer_18
#> 333 Biome_Inventory_layer_18
#> 334 Biome_Inventory_layer_18
#> 335 Biome_Inventory_layer_18
#> 336 Biome_Inventory_layer_18
#> 337 Biome_Inventory_layer_18
#> 338 Biome_Inventory_layer_18
#> 339 Biome_Inventory_layer_18
#> 340 Biome_Inventory_layer_18
#> 341 Biome_Inventory_layer_18
#> 342 Biome_Inventory_layer_18
#> 343 Biome_Inventory_layer_19
#> 344 Biome_Inventory_layer_19
#> 345 Biome_Inventory_layer_19
#> 346 Biome_Inventory_layer_19
#> 347 Biome_Inventory_layer_19
#> 348 Biome_Inventory_layer_19
#> 349 Biome_Inventory_layer_19
#> 350 Biome_Inventory_layer_19
#> 351 Biome_Inventory_layer_19
#> 352 Biome_Inventory_layer_19
#> 353 Biome_Inventory_layer_19
#> 354 Biome_Inventory_layer_19
#> 355 Biome_Inventory_layer_19
#> 356 Biome_Inventory_layer_19
#> 357 Biome_Inventory_layer_19
#> 358 Biome_Inventory_layer_19
#> 359 Biome_Inventory_layer_19
#> 360 Biome_Inventory_layer_20
#> 361 Biome_Inventory_layer_20
#> 362 Biome_Inventory_layer_20
#> 363 Biome_Inventory_layer_20
#> 364 Biome_Inventory_layer_20
#> 365 Biome_Inventory_layer_20
#> 366 Biome_Inventory_layer_20
#> 367 Biome_Inventory_layer_20
#> 368 Biome_Inventory_layer_20
#> 369 Biome_Inventory_layer_20
#> 370 Biome_Inventory_layer_20
#> 371 Biome_Inventory_layer_20
#> 372 Biome_Inventory_layer_20
#> 373 Biome_Inventory_layer_20
#> 374 Biome_Inventory_layer_20
#> 375 Biome_Inventory_layer_20
#> 376 Biome_Inventory_layer_20
#> 377 Biome_Inventory_layer_20
#> 378 Biome_Inventory_layer_20
#> 379 Biome_Inventory_layer_20
#> 380 Biome_Inventory_layer_20
#> 381 Biome_Inventory_layer_20
#> 382 Biome_Inventory_layer_20
#> 383 Biome_Inventory_layer_20
#> 384 Biome_Inventory_layer_20
#> 385 Biome_Inventory_layer_20
#> 386 Biome_Inventory_layer_20
#> 387 Biome_Inventory_layer_20
#> 388 Biome_Inventory_layer_21
#> 389 Biome_Inventory_layer_21
#> 390 Biome_Inventory_layer_21
#> 391 Biome_Inventory_layer_21
#> 392 Biome_Inventory_layer_21
#> 393 Biome_Inventory_layer_21
#> 394 Biome_Inventory_layer_21
#> 395 Biome_Inventory_layer_21
#> 396 Biome_Inventory_layer_21
#> 397 Biome_Inventory_layer_21
#> 398 Biome_Inventory_layer_21
#> 399 Biome_Inventory_layer_21
#> 400 Biome_Inventory_layer_21
#> 401 Biome_Inventory_layer_21
#> 402 Biome_Inventory_layer_21
#> 403 Biome_Inventory_layer_21
#> 404 Biome_Inventory_layer_21
#> 405 Biome_Inventory_layer_21
#> 406 Biome_Inventory_layer_21
#> 407 Biome_Inventory_layer_21
#> 408 Biome_Inventory_layer_21
#> 409 Biome_Inventory_layer_21
#> 410 Biome_Inventory_layer_22
#> 411 Biome_Inventory_layer_22
#> 412 Biome_Inventory_layer_22
#> 413 Biome_Inventory_layer_22
#> 414 Biome_Inventory_layer_22
#> 415 Biome_Inventory_layer_22
#> 416 Biome_Inventory_layer_22
#> 417 Biome_Inventory_layer_22
#> 418 Biome_Inventory_layer_22
#> 419 Biome_Inventory_layer_22
#> 420 Biome_Inventory_layer_22
#> 421 Biome_Inventory_layer_22
#> 422 Biome_Inventory_layer_22
#> 423 Biome_Inventory_layer_22
#> 424 Biome_Inventory_layer_22
#> 425 Biome_Inventory_layer_22
#> 426 Biome_Inventory_layer_22
#> 427 Biome_Inventory_layer_22
#> 428 Biome_Inventory_layer_22
#> 429 Biome_Inventory_layer_22
#> 430 Biome_Inventory_layer_22
#> 431 Biome_Inventory_layer_22
#> 432 Biome_Inventory_layer_22
#> 433 Biome_Inventory_layer_22
#> 434 Biome_Inventory_layer_22
#> 435 Biome_Inventory_layer_22
#> 436 Biome_Inventory_layer_22
#> 437 Biome_Inventory_layer_22
#> 438 Biome_Inventory_layer_23
#> 439 Biome_Inventory_layer_23
#> 440 Biome_Inventory_layer_23
#> 441 Biome_Inventory_layer_23
#> 442 Biome_Inventory_layer_23
#> 443 Biome_Inventory_layer_23
#> 444 Biome_Inventory_layer_23
#> 445 Biome_Inventory_layer_23
#> 446 Biome_Inventory_layer_23
#> 447 Biome_Inventory_layer_23
#> 448 Biome_Inventory_layer_23
#> 449 Biome_Inventory_layer_23
#> 450 Biome_Inventory_layer_23
#> 451 Biome_Inventory_layer_23
#> 452 Biome_Inventory_layer_23
#> 453 Biome_Inventory_layer_23
#> 454 Biome_Inventory_layer_23
#> 455 Biome_Inventory_layer_24
#> 456 Biome_Inventory_layer_24
#> 457 Biome_Inventory_layer_24
#> 458 Biome_Inventory_layer_24
#> 459 Biome_Inventory_layer_24
#> 460 Biome_Inventory_layer_24
#> 461 Biome_Inventory_layer_24
#> 462 Biome_Inventory_layer_24
#> 463 Biome_Inventory_layer_24
#> 464 Biome_Inventory_layer_24
#> 465 Biome_Inventory_layer_24
#> 466 Biome_Inventory_layer_24
#> 467 Biome_Inventory_layer_24
#> 468 Biome_Inventory_layer_24
#> 469 Biome_Inventory_layer_24
#> 470 Biome_Inventory_layer_24
#> 471 Biome_Inventory_layer_24
#> 472 Biome_Inventory_layer_25
#> 473 Biome_Inventory_layer_25
#> 474 Biome_Inventory_layer_25
#> 475 Biome_Inventory_layer_25
#> 476 Biome_Inventory_layer_25
#> 477 Biome_Inventory_layer_25
#> 478 Biome_Inventory_layer_25
#> 479 Biome_Inventory_layer_25
#> 480 Biome_Inventory_layer_25
#> 481 Biome_Inventory_layer_25
#> 482 Biome_Inventory_layer_25
#> 483 Biome_Inventory_layer_25
#> 484 Biome_Inventory_layer_25
#> 485 Biome_Inventory_layer_26
#> 486 Biome_Inventory_layer_26
#> 487 Biome_Inventory_layer_26
#> 488 Biome_Inventory_layer_26
#> 489 Biome_Inventory_layer_26
#> 490 Biome_Inventory_layer_26
#> 491 Biome_Inventory_layer_26
#> 492 Biome_Inventory_layer_26
#> 493 Biome_Inventory_layer_26
#> 494 Biome_Inventory_layer_26
#> 495 Biome_Inventory_layer_26
#> 496 Biome_Inventory_layer_26
#> 497 Biome_Inventory_layer_26
#> 498 Biome_Inventory_layer_26
#> 499 Biome_Inventory_layer_26
#> 500 Biome_Inventory_layer_26
#> 501 Biome_Inventory_layer_26
#> 502 Biome_Inventory_layer_26
#> 503 Biome_Inventory_layer_26
#> 504 Biome_Inventory_layer_26
#> 505 Biome_Inventory_layer_26
#> 506 Biome_Inventory_layer_26
#> 507 Biome_Inventory_layer_26
#> 508 Biome_Inventory_layer_26
#> 509 Biome_Inventory_layer_26
#> 510 Biome_Inventory_layer_26
#> 511 Biome_Inventory_layer_26
#> 512 Biome_Inventory_layer_26
#> 513 Biome_Inventory_layer_26
#> 514 Biome_Inventory_layer_26
#> 515 Biome_Inventory_layer_26
#> 516 Biome_Inventory_layer_26
#> 517 Biome_Inventory_layer_26
#> 518 Biome_Inventory_layer_26
#> 519 Biome_Inventory_layer_26
#> 520 Biome_Inventory_layer_26
#> 521 Biome_Inventory_layer_26
#> 522 Biome_Inventory_layer_26
#> 523 Biome_Inventory_layer_27
#> 524 Biome_Inventory_layer_27
#> 525 Biome_Inventory_layer_27
#> 526 Biome_Inventory_layer_27
#> 527 Biome_Inventory_layer_27
#> 528 Biome_Inventory_layer_27
#> 529 Biome_Inventory_layer_27
#> 530 Biome_Inventory_layer_27
#> 531 Biome_Inventory_layer_27
#> 532 Biome_Inventory_layer_27
#> 533 Biome_Inventory_layer_27
#> 534 Biome_Inventory_layer_27
#> 535 Biome_Inventory_layer_27
#> 536 Biome_Inventory_layer_27
#> 537 Biome_Inventory_layer_27
#> 538 Biome_Inventory_layer_27
#> 539 Biome_Inventory_layer_27
#> 540 Biome_Inventory_layer_28
#> 541 Biome_Inventory_layer_28
#> 542 Biome_Inventory_layer_28
#> 543 Biome_Inventory_layer_28
#> 544 Biome_Inventory_layer_28
#> 545 Biome_Inventory_layer_28
#> 546 Biome_Inventory_layer_28
#> 547 Biome_Inventory_layer_28
#> 548 Biome_Inventory_layer_28
#> 549 Biome_Inventory_layer_28
#> 550 Biome_Inventory_layer_28
#> 551 Biome_Inventory_layer_28
#> 552 Biome_Inventory_layer_28
#> 553 Biome_Inventory_layer_28
#> 554 Biome_Inventory_layer_28
#> 555 Biome_Inventory_layer_28
#> 556 Biome_Inventory_layer_29
#> 557 Biome_Inventory_layer_29
#> 558 Biome_Inventory_layer_29
#> 559 Biome_Inventory_layer_29
#> 560 Biome_Inventory_layer_29
#> 561 Biome_Inventory_layer_29
#> 562 Biome_Inventory_layer_29
#> 563 Biome_Inventory_layer_29
#> 564 Biome_Inventory_layer_29
#> 565 Biome_Inventory_layer_29
#> 566 Biome_Inventory_layer_29
#> 567 Biome_Inventory_layer_29
#> 568 Biome_Inventory_layer_29
#> 569 Biome_Inventory_layer_29
#> 570 Biome_Inventory_layer_29
#> 571 Biome_Inventory_layer_29
#> 572 Biome_Inventory_layer_29
#> 573 Biome_Inventory_layer_29
#> 574 Biome_Inventory_layer_29
#> 575 Biome_Inventory_layer_29
#> 576 Biome_Inventory_layer_29
#> 577 Biome_Inventory_layer_29
#> 578 Biome_Inventory_layer_29
#> 579 Biome_Inventory_layer_29
#> 580 Biome_Inventory_layer_29
#> 581 Biome_Inventory_layer_29
#> 582 Biome_Inventory_layer_29
#> 583 Biome_Inventory_layer_29
#> 584 Biome_Inventory_layer_29
#> 585 Biome_Inventory_layer_29
#> 586 Biome_Inventory_layer_29
#> 587 Biome_Inventory_layer_30
#> 588 Biome_Inventory_layer_30
#> 589 Biome_Inventory_layer_30
#> 590 Biome_Inventory_layer_30
#> 591 Biome_Inventory_layer_30
#> 592 Biome_Inventory_layer_30
#> 593 Biome_Inventory_layer_30
#> 594 Biome_Inventory_layer_30
#> 595 Biome_Inventory_layer_30
#> 596 Biome_Inventory_layer_30
#> 597 Biome_Inventory_layer_30
#> 598 Biome_Inventory_layer_30
#> 599 Biome_Inventory_layer_30
#> 600 Biome_Inventory_layer_30
#> 601 Biome_Inventory_layer_31
#> 602 Biome_Inventory_layer_31
#> 603 Biome_Inventory_layer_31
#> 604 Biome_Inventory_layer_31
#> 605 Biome_Inventory_layer_31
#> 606 Biome_Inventory_layer_31
#> 607 Biome_Inventory_layer_31
#> 608 Biome_Inventory_layer_31
#> 609 Biome_Inventory_layer_31
#> 610 Biome_Inventory_layer_31
#> 611 Biome_Inventory_layer_31
#> 612 Biome_Inventory_layer_31
#> 613 Biome_Inventory_layer_31
#> 614 Biome_Inventory_layer_31
#> 615 Biome_Inventory_layer_31
#> 616 Biome_Inventory_layer_31
#> 617 Biome_Inventory_layer_31
#> 618 Biome_Inventory_layer_31
#> 619 Biome_Inventory_layer_31
#> 620 Biome_Inventory_layer_31
#> 621 Biome_Inventory_layer_31
#> 622 Biome_Inventory_layer_31
#> 623 Biome_Inventory_layer_31
#> 624 Biome_Inventory_layer_31
#> 625 Biome_Inventory_layer_31
#> 626 Biome_Inventory_layer_31
#> 627 Biome_Inventory_layer_31
#> 628 Biome_Inventory_layer_31
#> 629 Biome_Inventory_layer_31
#> 630 Biome_Inventory_layer_31
#> 631 Biome_Inventory_layer_31
#> 632 Biome_Inventory_layer_31
#> 633 Biome_Inventory_layer_31
#> 634 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 Shrub tundra
#> 8 Steppe
#> 9 Temperate broadleaf evergreen forest
#> 10 Temperate mixed forest
#> 11 Temperate needleleaf evergreen forest
#> 12 Temperate parkland
#> 13 Temperate shrubland
#> 14 Temperate summergreen forest
#> 15 Tropical evergreen forest
#> 16 Tropical grassland
#> 17 Tropical raingreen forest
#> 18 Tundra
#> 19 Warm temperate woodland
#> 20 no_biome
#> 21 Bare soil/sparse vegetation
#> 22 Closed forest (deciduous broadleaf)
#> 23 Closed forest (deciduous needleleaf)
#> 24 Closed forest (evergreen broadleaf)
#> 25 Closed forest (evergreen needleleaf)
#> 26 Closed forest (mixed)
#> 27 Closed forest (unknown)
#> 28 Cultivated and managed vegetation/agriculture (cropland)
#> 29 Herbaceous vegetation
#> 30 Herbaceous wetland
#> 31 Inland water
#> 32 Open forest (deciduous broadleaf)
#> 33 Open forest (evergreen needleleaf)
#> 34 Open forest (unknown)
#> 35 Shrubs
#> 36 Snow and ice
#> 37 Urban
#> 38 no_biome
#> 39 Af - Tropical rainforest
#> 40 Am - Tropical monsoon
#> 41 Aw - Tropical savanna
#> 42 BSh - Arid steppe hot
#> 43 BSk - Arid steppe cold
#> 44 BWh - Arid desert hot
#> 45 BWk - Arid desert cold
#> 46 Cfa - Temperate no dry season hot summer
#> 47 Cfb - Temperate no dry season warm summer
#> 48 Cfc - Temperate no dry season cold summer
#> 49 Csa - Temperate dry summer hot summer
#> 50 Csb - Temperate dry summer warm summer
#> 51 Cwa - Temperate dry winter hot summer
#> 52 Cwb - Temperate dry winter warm summer
#> 53 Dfa - Cold no dry season hot summer
#> 54 Dfb - Cold no dry season warm summer
#> 55 Dfc - Cold no dry season cold summer
#> 56 Dsa - Cold dry summer hot summer
#> 57 Dsb - Cold dry summer warm summer
#> 58 Dsc - Cold dry summer cold summer
#> 59 Dwa - Cold dry winter hot summer
#> 60 Dwb - Cold dry winter warm summer
#> 61 Dwc - Cold dry winter cold summer
#> 62 EF - Polar frost
#> 63 ET - Polar tundra
#> 64 no_biome
#> 65 Cold deciduous forest
#> 66 Cold evergreen needleleaf forest
#> 67 Cool evergreen needleleaf forest
#> 68 Cool mixed forest
#> 69 Cool temperate rainforest
#> 70 Desert
#> 71 Erect dwarf shrub tundra
#> 72 Graminoid and forb tundra
#> 73 Low and high shrub tundra
#> 74 Steppe
#> 75 Temperate deciduous broadleaf forest
#> 76 Temperate evergreen needleleaf open woodland
#> 77 Temperate sclerophyll woodland and shrubland
#> 78 Tropical deciduous broadleaf forest and woodland
#> 79 Tropical evergreen broadleaf forest
#> 80 Tropical savanna
#> 81 Tropical semi-evergreen broadleaf forest
#> 82 Warm temperate evergreen and mixed forest
#> 83 Xerophytic woodland scrub
#> 84 no_biome
#> 85 Boreal forest/taiga
#> 86 Deserts and xeric shrubland
#> 87 Flooded grassland and savanna
#> 88 Mangrove
#> 89 Mediterranean forest woodland and scrub
#> 90 Montane grassland and shrubland
#> 91 Rock and ice
#> 92 Temperate broadleaf and mixed forest
#> 93 Temperate conifer forest
#> 94 Temperate grassland savanna and shrubland
#> 95 Tropical and subtropical coniferous forest
#> 96 Tropical and subtropical dry broadleaf forest
#> 97 Tropical and subtropical grassland savanna and shrubland
#> 98 Tropical and subtropical moist broadleaf forest
#> 99 Tundra
#> 100 no_biome
#> 101 Frigid deciduous coniferous forest
#> 102 Frigid evergreen coniferous forest
#> 103 Polar frost
#> 104 Polar tundra
#> 105 Sub-frigid mixed forest
#> 106 Temperate continental climate with deciduous forest
#> 107 Temperate desert
#> 108 Temperate grassland
#> 109 Temperate maritime climate with evergreen broadleaf forest
#> 110 Tropical Sahel and semiarid grassland
#> 111 Tropical desert
#> 112 Tropical forest
#> 113 Tropical grassland
#> 114 Tropical monsoon forest
#> 115 no_biome
#> 116 Cluster 10
#> 117 Cluster 11
#> 118 Cluster 12
#> 119 Cluster 13
#> 120 Cluster 2
#> 121 Cluster 3
#> 122 Cluster 4
#> 123 Cluster 5
#> 124 Cluster 6
#> 125 Cluster 7
#> 126 Cluster 8
#> 127 Cluster 9
#> 128 no_biome
#> 129 Cluster 1
#> 130 Cluster 10
#> 131 Cluster 11
#> 132 Cluster 12
#> 133 Cluster 13
#> 134 Cluster 2
#> 135 Cluster 3
#> 136 Cluster 4
#> 137 Cluster 5
#> 138 Cluster 6
#> 139 Cluster 7
#> 140 Cluster 8
#> 141 Cluster 9
#> 142 no_biome
#> 143 SHB
#> 144 SHC
#> 145 SHD
#> 146 SHN
#> 147 SLB
#> 148 SLC
#> 149 SLD
#> 150 SLN
#> 151 SMB
#> 152 SMC
#> 153 SMD
#> 154 SMN
#> 155 THB
#> 156 THC
#> 157 THD
#> 158 THN
#> 159 TLB
#> 160 TLC
#> 161 TLD
#> 162 TLN
#> 163 TMB
#> 164 TMC
#> 165 TMD
#> 166 TMN
#> 167 no_biome
#> 168 Evergreen and seasonal tropical lowland rainforest
#> 169 Evergreen and summergreen forest, tall-grass steppe
#> 170 Evergreen boreal coniferous forest
#> 171 Evergreen dry savanna
#> 172 Evergreen moist savanna
#> 173 Evergreen nemoral Nothofagus forest
#> 174 Evergreen nemoral coniferous forest
#> 175 Evergreen nemoral laural forest
#> 176 Evergreen subtropical laurel forest
#> 177 Hemiboreal deciduous coniferous mixed forest
#> 178 High mountian steppe semidesert
#> 179 Inland water
#> 180 Mixed and low-grass steppe
#> 181 Mountains
#> 182 Nemoral desert
#> 183 Nemoral dry forest
#> 184 Nemoral dwarf bush semidesert
#> 185 Oceanic islands
#> 186 Polar gras and dwarf shrub tundra
#> 187 Raingreen dry savanna
#> 188 Raingreen moist savanna
#> 189 Semievergreen and raingreen deciduous forest
#> 190 Subtropical grassland
#> 191 Subtropical sclerophyll forest
#> 192 Summergreen boreal deciduous forest
#> 193 Summergreen nemoral deciduous forest
#> 194 Tropical-subtropical desert
#> 195 Tropical-subtropical dry forest
#> 196 Tropical-subtropical dwarf bush semidesert
#> 197 Tropical-subtropical grass semidesert
#> 198 Tropical-subtropical succulent semidesert
#> 199 no_biome
#> 200 Frigid deciduous coniferous forest
#> 201 Polar tundra
#> 202 Sub-frigid mixed forest
#> 203 Temperate continental climate with deciduous forest
#> 204 Temperate desert
#> 205 Temperate grassland
#> 206 Temperate maritime climate with evergreen broadleaf forest
#> 207 Tropical Sahel and semiarid grassland
#> 208 Tropical desert
#> 209 Tropical forest
#> 210 Tropical grassland
#> 211 Tropical monsoon forest
#> 212 no_biome
#> 213 Arctic
#> 214 Cold and mesic
#> 215 Cold and wet
#> 216 Cool temperate and dry
#> 217 Cool temperate and moist
#> 218 Cool temperate and xeric
#> 219 Extremely cold and mesic
#> 220 Extremely cold and wet
#> 221 Extremely hot and arid
#> 222 Extremely hot and moist
#> 223 Extremely hot and xeric
#> 224 Hot and arid
#> 225 Hot and dry
#> 226 Hot and mesic
#> 227 Warm temperate and mesic
#> 228 Warm temperate and xeric
#> 229 no_biome
#> 230 Boreal coniferous forest
#> 231 Boreal mountain system
#> 232 Boreal tundra woodland
#> 233 Inland water
#> 234 Polar
#> 235 Subtropical desert
#> 236 Subtropical dry forest
#> 237 Subtropical humid forest
#> 238 Subtropical mountain system
#> 239 Subtropical steppe
#> 240 Temperate continental forest
#> 241 Temperate desert
#> 242 Temperate mountain system
#> 243 Temperate oceanic forest
#> 244 Temperate steppe
#> 245 Tropical desert
#> 246 Tropical dry forest
#> 247 Tropical moist forest
#> 248 Tropical mountain system
#> 249 Tropical rainforest
#> 250 Tropical shrubland
#> 251 no_biome
#> 252 Bare soil - consolidated (gravel and rock)
#> 253 Bare soil - unconsolidated (sand)
#> 254 Broadleaf deciduous forest
#> 255 Broadleaf evergreen forest
#> 256 Cropland
#> 257 Cropland/other vegetation mosaic
#> 258 Herbaceous
#> 259 Herbaceous with sparse tree/shrub
#> 260 Mangrove
#> 261 Mixed forest
#> 262 Needleleaf deciduous forest
#> 263 Needleleaf evergreen forest
#> 264 Paddy field
#> 265 Shrub
#> 266 Snow and ice
#> 267 Sparse vegetation
#> 268 Tree open
#> 269 Urban
#> 270 Wetland
#> 271 no_biome
#> 272 Barren
#> 273 Closed bushland/shrubland
#> 274 Cropland
#> 275 Deciduous broadleaf forest
#> 276 Evergreen broadleaf forest
#> 277 Evergreen needleleaf forest
#> 278 Grassland
#> 279 Mixed forest
#> 280 Open shrubland
#> 281 Urban
#> 282 Wooded grassland shrubland
#> 283 Woodland
#> 284 no_biome
#> 285 Inhabited treeless and barren land
#> 286 Irrigated villages
#> 287 Mixed settlements
#> 288 Pastoral villages
#> 289 Populated cropland
#> 290 Populated rangeland
#> 291 Populated woodland
#> 292 Rainfed villages
#> 293 Remote cropland
#> 294 Remote rangeland
#> 295 Remote woodland
#> 296 Residential irrigated cropland
#> 297 Residential rainfed cropland
#> 298 Residential rangeland
#> 299 Residential woodland
#> 300 Rice villages
#> 301 Urban
#> 302 Wild treeless and barren land
#> 303 Wild woodland
#> 304 no_biome
#> 305 Bare soil
#> 306 Closed (>40%) broadleaf deciduous forest (>5m)
#> 307 Closed (>40%) broadleaf forest or shrubland permanently flooded (saline/brackish water)
#> 308 Closed (>40%) needleleaf evergreen forest (>5m)
#> 309 Closed to open (>15%) (broadleaf or needleleaf evergreen or deciduous) shrubland (<5m)
#> 310 Closed to open (>15%) broadleaf evergreen or semi-deciduous forest (>5m)
#> 311 Closed to open (>15%) broadleaf forest regularly flooded (fresh/brackish water)
#> 312 Closed to open (>15%) grassland or woody vegetation regularly flooded (fresh/brackish/saline water)
#> 313 Closed to open (>15%) herbaceous vegetation (grassland savanna or lichen/moss)
#> 314 Closed to open (>15%) mixed broadleaf and needleleaf forest (>5m)
#> 315 Mosaic cropland (50-70%)/vegetation (grassland/shrubland/forest) (20-50%)
#> 316 Mosaic forest or shrubland (50-70%)/grassland (20-50%)
#> 317 Mosaic grassland (50-70%)/forest or shrubland (20-50%)
#> 318 Mosaic vegetation (grassland/shrubland/forest) (50-70%)/cropland (20-50%)
#> 319 Open (15-40%) broadleaf deciduous forest/woodland (>5m)
#> 320 Open (15-40%) needleleaf deciduous or evergreen forest (>5m)
#> 321 Post-flooding or irrigated cropland (or aquatic)
#> 322 Rainfed cropland
#> 323 Snow and ice
#> 324 Sparse (<15%) vegetation
#> 325 Urban
#> 326 no_biome
#> 327 Barren
#> 328 Closed shrubland
#> 329 Cropland
#> 330 Cropland/natural vegetation mosaic
#> 331 Deciduous broadleaf forest
#> 332 Evergreen broadleaf forest
#> 333 Evergreen needleleaf forest
#> 334 Grassland
#> 335 Mixed forest
#> 336 Open shrubland
#> 337 Permanent wetland
#> 338 Savanna
#> 339 Snow and ice
#> 340 Urban
#> 341 Woody savanna
#> 342 no_biome
#> 343 Boreal forest/taiga
#> 344 Desert and xeric shrub
#> 345 Flooded grassland and savanna
#> 346 Inland water
#> 347 Mangrove
#> 348 Mediterranean forest woodland and scrub
#> 349 Montane grassland and shrub
#> 350 Rock and ice
#> 351 Temperate broadleaf and mixed forest
#> 352 Temperate conifer forest
#> 353 Temperate grassland savanna and shrub
#> 354 Tropical subtropical coniferous forest
#> 355 Tropical subtropical dry broadleaf forest
#> 356 Tropical subtropical grassland savanna and shrub
#> 357 Tropical subtropical moist broadleaf forest
#> 358 Tundra
#> 359 no_biome
#> 360 Af - Tropical rainforest
#> 361 Am - Tropical monsoon
#> 362 Aw - Tropical savanna
#> 363 BSh - Arid steppe hot
#> 364 BSk - Arid steppe cold
#> 365 BWh - Arid desert hot
#> 366 BWk - Arid desert cold
#> 367 Cfa - Temperate no dry season hot summer
#> 368 Cfb - Temperate no dry season warm summer
#> 369 Cfc - Temperate no dry season cold summer
#> 370 Csa - Temperate dry summer hot summer
#> 371 Csb - Temperate dry summer warm summer
#> 372 Cwa - Temperate dry winter hot summer
#> 373 Cwb - Temperate dry winter warm summer
#> 374 Dfa - Cold no dry season hot summer
#> 375 Dfb - Cold no dry season warm summer
#> 376 Dfc - Cold no dry season cold summer
#> 377 Dsa - Cold dry summer hot summer
#> 378 Dsb - Cold dry summer warm summer
#> 379 Dsc - Cold dry summer cold summer
#> 380 Dwa - Cold dry winter hot summer
#> 381 Dwb - Cold dry winter warm summer
#> 382 Dwc - Cold dry winter cold summer
#> 383 EF - Polar frost
#> 384 EFH - Polar frost highland
#> 385 ET - Polar tundra
#> 386 ETH - Polar tundra highland
#> 387 no_biome
#> 388 Bare soil
#> 389 Cultivated and managed area
#> 390 Herbaceous cover (closed-open)
#> 391 Mosaic cropland/shrub/grass
#> 392 Mosaic cropland/tree cover/other natural vegetation
#> 393 Mosaic tree cover/other natural vegetation
#> 394 Regularly flooded shrub/herbaceous cover
#> 395 Shrub cover (closed-open deciduous)
#> 396 Shrub cover (closed-open evergreen)
#> 397 Snow and ice
#> 398 Sparse herbaceous/shrub cover
#> 399 Tree cover (broadleaf deciduous closed)
#> 400 Tree cover (broadleaf deciduous open)
#> 401 Tree cover (broadleaf evergreen)
#> 402 Tree cover (burnt)
#> 403 Tree cover (mixed leaf type)
#> 404 Tree cover (needleleaf deciduous)
#> 405 Tree cover (needleleaf evergreen)
#> 406 Tree cover (regularly flooded fresh water)
#> 407 Tree cover (regularly flooded saline water)
#> 408 Urban
#> 409 no_biome
#> 410 Barren
#> 411 Cold mixed forest
#> 412 Cool conifer forest
#> 413 Cool mixed forest
#> 414 Cushion-forbs lichen and moss
#> 415 Deciduous taiga/montane forest
#> 416 Desert
#> 417 Dwarf shrub tundra
#> 418 Evegreen taiga/montane forest
#> 419 Open conifer woodland
#> 420 Prostrate shrub tundra
#> 421 Shrub tundra
#> 422 Snow and ice
#> 423 Steppe tundra
#> 424 Temperate broadleaf savanna
#> 425 Temperate conifer forest
#> 426 Temperate deciduous forest
#> 427 Temperate grassland
#> 428 Temperate sclerophyll woodland
#> 429 Temperate xerophytic shrubland
#> 430 Tropical deciduous forest/woodland
#> 431 Tropical evergreen forest
#> 432 Tropical grassland
#> 433 Tropical savanna
#> 434 Tropical semi-deciduous forest
#> 435 Tropical xerophytic shrubland
#> 436 Warm mixed forest
#> 437 no_biome
#> 438 Boreal forest/taiga
#> 439 Deserts and xeric shrubland
#> 440 Flooded grassland and savanna
#> 441 Inland water
#> 442 Mangrove
#> 443 Mediterranean forest woodland and scrub
#> 444 Montane grassland and shrubland
#> 445 Snow and ice
#> 446 Temperate broadleaf and mixed forest
#> 447 Temperate conifer forest
#> 448 Temperate grassland savanna and shrubland
#> 449 Tropical and subtropical coniferous forest
#> 450 Tropical and subtropical dry broadleaf forest
#> 451 Tropical and subtropical grassland savanna and shrubland
#> 452 Tropical and subtropical moist broadleaf forest
#> 453 Tundra
#> 454 no_biome
#> 455 Bare surface
#> 456 Closed shrub
#> 457 Crop/natural vegetation
#> 458 Cropland
#> 459 Deciduous broadleaf
#> 460 Deciduous needleleaf
#> 461 Evergreen broadleaf
#> 462 Evergreen needleleaf
#> 463 Grassland
#> 464 Ice
#> 465 Mixed forest
#> 466 Open shrub
#> 467 Savanna
#> 468 Urban
#> 469 Wetlands
#> 470 Woody savanna
#> 471 no_biome
#> 472 Boreal woodland
#> 473 Dense shrubland
#> 474 Desert and barren
#> 475 Grassland and steppe
#> 476 Mixed woodland
#> 477 Open shrubland
#> 478 Savanna
#> 479 Temperate deciduous woodland
#> 480 Temperate evergreen woodland
#> 481 Tropical deciduous woodland
#> 482 Tropical evergreen woodland
#> 483 Tundra
#> 484 no_biome
#> 485 Boreal desert
#> 486 Boreal dry bush
#> 487 Boreal moist forest
#> 488 Boreal rainforest
#> 489 Boreal wet forest
#> 490 Cool temperate desert
#> 491 Cool temperate desert bush
#> 492 Cool temperate moist forest
#> 493 Cool temperate rainforest
#> 494 Cool temperate steppe
#> 495 Cool temperate wet forest
#> 496 Ice
#> 497 Inland water
#> 498 Polar desert
#> 499 Polar dry tundra
#> 500 Polar moist tundra
#> 501 Polar rain tundra
#> 502 Polar wet tundra
#> 503 Subtropical desert
#> 504 Subtropical desert bush
#> 505 Subtropical dry forest
#> 506 Subtropical moist forest
#> 507 Subtropical rainforest
#> 508 Subtropical thorn steppe
#> 509 Subtropical wet forest
#> 510 Tropical desert
#> 511 Tropical dry forest
#> 512 Tropical moist forest
#> 513 Tropical thorn steppe
#> 514 Tropical very dry forest
#> 515 Tropical wet forest
#> 516 Warm temperate desert
#> 517 Warm temperate desert bush
#> 518 Warm temperate dry forest
#> 519 Warm temperate moist forest
#> 520 Warm temperate thorn steppe
#> 521 Warm temperate wet forest
#> 522 no_biome
#> 523 Boreal
#> 524 Continuous moist subtropics
#> 525 Continuous moist tropics
#> 526 Dry savanna
#> 527 Inland water
#> 528 Moist mid-latitudes
#> 529 Moist savanna
#> 530 Mountains
#> 531 Oceanic islands
#> 532 Summer moist xeric shrubland
#> 533 Temperate desert
#> 534 Temperate steppe
#> 535 Tropical-subtropical desert
#> 536 Tundra
#> 537 Winter moist steppe
#> 538 Winter moist subtropics
#> 539 no_biome
#> 540 Desert and semidesert
#> 541 Dry savanna and tropical dry forest
#> 542 Dry steppe
#> 543 Dry zone oasis
#> 544 Inland water
#> 545 Moist savanna
#> 546 Oceanic islands
#> 547 Rock and ice
#> 548 Temperate forest and bush
#> 549 Temperate grassland and pasture
#> 550 Tillage
#> 551 Tropical agriculture
#> 552 Tropical pasture highland
#> 553 Tropical rainforest
#> 554 Tundra
#> 555 no_biome
#> 556 Coniferous dry shrub
#> 557 Dry desert
#> 558 Dry savanna
#> 559 Dry steppe and hard cushion formations
#> 560 Evergreen boreal coniferous forest
#> 561 Inland water
#> 562 Laurel forest and subtropical rainforest
#> 563 Moist savanna
#> 564 Mountain coniferous forest
#> 565 Mountain vegetation
#> 566 Oceanic islands
#> 567 Paramo heath and wet Puna
#> 568 Sclerophyll vegetation
#> 569 Semidesert
#> 570 Subantarctic heath
#> 571 Subpolar meadow and summer green shrub
#> 572 Summer green coniferous forest
#> 573 Summer green deciduous forest
#> 574 Summer green deciduous forest with conifers
#> 575 Summer green tree steppe
#> 576 Temperate rainforest
#> 577 Thorn and succulent forest
#> 578 Thorn savanna
#> 579 Thorn shrub and succulents
#> 580 Transition steppe
#> 581 Tropical dry forest
#> 582 Tropical mountain rainforest
#> 583 Tropical rainforest
#> 584 Tropical semi-evergreen rainforest
#> 585 Tundra
#> 586 no_biome
#> 587 Boreal forest
#> 588 Desert and semidesert
#> 589 Inland water
#> 590 Mediterranean
#> 591 Oceanic islands
#> 592 Temperate forest
#> 593 Temperate grassland
#> 594 Tropical rainforest
#> 595 Tropical savanna
#> 596 Tropical seasonal forest
#> 597 Tropical thornwood
#> 598 Tundra and alpine
#> 599 Woodland
#> 600 no_biome
#> 601 Boreal
#> 602 Desert semidesert
#> 603 ET Boreal - polar
#> 604 ET Desert semidesert - tropical subtropical seasonal rainforest savanna
#> 605 ET Desert semidesert - winter cold semidesert
#> 606 ET Laurel forest - desert semidesert
#> 607 ET Laurel forest - mediterranean
#> 608 ET Laurel forest - nemoral
#> 609 ET Laurel forest - tropical rainforest
#> 610 ET Laurel forest - tropical subtropical seasonal rainforest savanna
#> 611 ET Laurel forest - winter cold steppe
#> 612 ET Mediterranean - desert semidesert
#> 613 ET Mediterranean - nemoral
#> 614 ET Mediterranean - winter cold steppe
#> 615 ET Nemoral - boreal
#> 616 ET Nemoral - polar
#> 617 ET Nemoral - winter cold steppe
#> 618 ET Tropical rainforest - desert semidesert
#> 619 ET Tropical rainforest - tropical subtropical seasonal rainforest savanna
#> 620 ET Winter cold steppe - boreal
#> 621 ET Winter cold steppe - polar
#> 622 ET Winter cold steppe - tropical subtropical seasonal rainforest sava
#> 623 Inland water
#> 624 Laurel forest
#> 625 Mediterranean
#> 626 Nemoral
#> 627 Oceanic islands
#> 628 Polar
#> 629 Tropical rainforest
#> 630 Tropical subtropical seasonal rainforest savanna
#> 631 Winter cold desert
#> 632 Winter cold semidesert
#> 633 Winter cold steppe
#> 634 no_biome
#> n
#> 1 2217
#> 2 367
#> 3 384
#> 4 221
#> 5 447
#> 6 583
#> 7 483
#> 8 148
#> 9 5171
#> 10 1687
#> 11 323
#> 12 407
#> 13 729
#> 14 6139
#> 15 1860
#> 16 118
#> 17 824
#> 18 2
#> 19 2342
#> 20 4652
#> 21 332
#> 22 2301
#> 23 1
#> 24 3049
#> 25 3707
#> 26 190
#> 27 86
#> 28 8829
#> 29 3186
#> 30 67
#> 31 135
#> 32 71
#> 33 17
#> 34 2899
#> 35 1092
#> 36 4
#> 37 1621
#> 38 1517
#> 39 976
#> 40 854
#> 41 922
#> 42 4523
#> 43 818
#> 44 479
#> 45 175
#> 46 1851
#> 47 6757
#> 48 167
#> 49 1767
#> 50 2153
#> 51 257
#> 52 130
#> 53 779
#> 54 2599
#> 55 2195
#> 56 2
#> 57 85
#> 58 54
#> 59 60
#> 60 9
#> 61 7
#> 62 2
#> 63 402
#> 64 1081
#> 65 12
#> 66 136
#> 67 1545
#> 68 5090
#> 69 829
#> 70 391
#> 71 152
#> 72 16
#> 73 72
#> 74 1347
#> 75 3873
#> 76 327
#> 77 2380
#> 78 749
#> 79 366
#> 80 387
#> 81 203
#> 82 7760
#> 83 1903
#> 84 1566
#> 85 1124
#> 86 979
#> 87 143
#> 88 105
#> 89 3621
#> 90 205
#> 91 2
#> 92 10404
#> 93 1818
#> 94 1229
#> 95 170
#> 96 768
#> 97 5155
#> 98 1618
#> 99 602
#> 100 1161
#> 101 3
#> 102 727
#> 103 2
#> 104 2
#> 105 725
#> 106 681
#> 107 227
#> 108 274
#> 109 2524
#> 110 1145
#> 111 10348
#> 112 1760
#> 113 2518
#> 114 1683
#> 115 6485
#> 116 2124
#> 117 1736
#> 118 941
#> 119 1198
#> 120 132
#> 121 9429
#> 122 365
#> 123 423
#> 124 2867
#> 125 1800
#> 126 1385
#> 127 403
#> 128 6301
#> 129 3
#> 130 1046
#> 131 800
#> 132 2002
#> 133 410
#> 134 328
#> 135 9243
#> 136 357
#> 137 463
#> 138 3752
#> 139 1501
#> 140 1803
#> 141 1095
#> 142 6301
#> 143 2
#> 144 2
#> 145 395
#> 146 714
#> 147 511
#> 148 341
#> 149 369
#> 150 797
#> 151 460
#> 152 272
#> 153 2167
#> 154 6499
#> 155 20
#> 156 28
#> 157 1094
#> 158 3088
#> 159 71
#> 160 77
#> 161 17
#> 162 44
#> 163 1097
#> 164 3877
#> 165 1850
#> 166 5250
#> 167 62
#> 168 609
#> 169 252
#> 170 879
#> 171 127
#> 172 131
#> 173 45
#> 174 1292
#> 175 715
#> 176 681
#> 177 621
#> 178 1
#> 179 34
#> 180 473
#> 181 3029
#> 182 1
#> 183 51
#> 184 60
#> 185 221
#> 186 3
#> 187 230
#> 188 36
#> 189 343
#> 190 78
#> 191 4724
#> 192 524
#> 193 7623
#> 194 51
#> 195 5174
#> 196 179
#> 197 6
#> 198 150
#> 199 761
#> 200 5150
#> 201 4
#> 202 95
#> 203 2098
#> 204 2533
#> 205 2789
#> 206 8765
#> 207 662
#> 208 4079
#> 209 509
#> 210 1032
#> 211 1348
#> 212 40
#> 213 1
#> 214 3438
#> 215 1114
#> 216 767
#> 217 6281
#> 218 238
#> 219 673
#> 220 8
#> 221 32
#> 222 1767
#> 223 457
#> 224 121
#> 225 1812
#> 226 4951
#> 227 4066
#> 228 2314
#> 229 1064
#> 230 1148
#> 231 774
#> 232 5
#> 233 6
#> 234 5
#> 235 494
#> 236 1712
#> 237 1187
#> 238 2392
#> 239 5399
#> 240 1299
#> 241 73
#> 242 3135
#> 243 6210
#> 244 342
#> 245 72
#> 246 707
#> 247 980
#> 248 723
#> 249 973
#> 250 308
#> 251 1160
#> 252 68
#> 253 26
#> 254 1979
#> 255 3513
#> 256 6191
#> 257 2647
#> 258 1529
#> 259 906
#> 260 62
#> 261 1326
#> 262 425
#> 263 2226
#> 264 87
#> 265 1373
#> 266 39
#> 267 300
#> 268 2685
#> 269 2208
#> 270 96
#> 271 1418
#> 272 65
#> 273 384
#> 274 2432
#> 275 147
#> 276 937
#> 277 457
#> 278 812
#> 279 1586
#> 280 833
#> 281 47
#> 282 11558
#> 283 3384
#> 284 6462
#> 285 545
#> 286 367
#> 287 850
#> 288 296
#> 289 4461
#> 290 1738
#> 291 2988
#> 292 2202
#> 293 290
#> 294 2234
#> 295 383
#> 296 430
#> 297 2944
#> 298 1994
#> 299 2397
#> 300 83
#> 301 3786
#> 302 108
#> 303 824
#> 304 184
#> 305 180
#> 306 3348
#> 307 106
#> 308 2031
#> 309 994
#> 310 2608
#> 311 34
#> 312 174
#> 313 1593
#> 314 1232
#> 315 1756
#> 316 905
#> 317 1153
#> 318 2797
#> 319 622
#> 320 604
#> 321 86
#> 322 5620
#> 323 9
#> 324 709
#> 325 1087
#> 326 1456
#> 327 254
#> 328 184
#> 329 2917
#> 330 594
#> 331 588
#> 332 2760
#> 333 1212
#> 334 7222
#> 335 1907
#> 336 721
#> 337 83
#> 338 4058
#> 339 6
#> 340 2595
#> 341 2845
#> 342 1158
#> 343 1156
#> 344 1002
#> 345 139
#> 346 3
#> 347 100
#> 348 3874
#> 349 230
#> 350 1
#> 351 10595
#> 352 1851
#> 353 805
#> 354 124
#> 355 773
#> 356 5076
#> 357 1683
#> 358 593
#> 359 1099
#> 360 425
#> 361 249
#> 362 744
#> 363 702
#> 364 723
#> 365 483
#> 366 151
#> 367 5891
#> 368 7407
#> 369 120
#> 370 1346
#> 371 3127
#> 372 333
#> 373 239
#> 374 582
#> 375 2536
#> 376 1418
#> 377 16
#> 378 65
#> 379 13
#> 380 40
#> 381 9
#> 382 2
#> 383 1
#> 384 86
#> 385 1181
#> 386 366
#> 387 849
#> 388 338
#> 389 4749
#> 390 6143
#> 391 820
#> 392 608
#> 393 27
#> 394 167
#> 395 1383
#> 396 86
#> 397 8
#> 398 887
#> 399 2495
#> 400 1005
#> 401 1879
#> 402 2
#> 403 1220
#> 404 1
#> 405 4101
#> 406 8
#> 407 56
#> 408 1623
#> 409 1498
#> 410 242
#> 411 83
#> 412 368
#> 413 1252
#> 414 1
#> 415 303
#> 416 698
#> 417 260
#> 418 1717
#> 419 289
#> 420 1
#> 421 438
#> 422 1
#> 423 14
#> 424 276
#> 425 1288
#> 426 6308
#> 427 516
#> 428 2389
#> 429 1087
#> 430 400
#> 431 1483
#> 432 5
#> 433 316
#> 434 475
#> 435 438
#> 436 2717
#> 437 5739
#> 438 1120
#> 439 1007
#> 440 100
#> 441 17
#> 442 100
#> 443 3648
#> 444 212
#> 445 2
#> 446 10540
#> 447 1931
#> 448 1166
#> 449 178
#> 450 765
#> 451 4685
#> 452 1697
#> 453 606
#> 454 1330
#> 455 213
#> 456 853
#> 457 3290
#> 458 3778
#> 459 611
#> 460 3
#> 461 2579
#> 462 1740
#> 463 5193
#> 464 41
#> 465 2149
#> 466 1057
#> 467 994
#> 468 2060
#> 469 139
#> 470 3384
#> 471 1020
#> 472 1775
#> 473 2415
#> 474 94
#> 475 1296
#> 476 3187
#> 477 812
#> 478 7265
#> 479 5731
#> 480 3529
#> 481 339
#> 482 2350
#> 483 192
#> 484 119
#> 485 4
#> 486 9
#> 487 368
#> 488 959
#> 489 1208
#> 490 15
#> 491 446
#> 492 7450
#> 493 373
#> 494 932
#> 495 1339
#> 496 1
#> 497 95
#> 498 228
#> 499 1
#> 500 8
#> 501 542
#> 502 157
#> 503 37
#> 504 341
#> 505 1919
#> 506 1219
#> 507 11
#> 508 449
#> 509 109
#> 510 6
#> 511 906
#> 512 363
#> 513 5
#> 514 94
#> 515 26
#> 516 10
#> 517 200
#> 518 3055
#> 519 533
#> 520 898
#> 521 23
#> 522 4765
#> 523 605
#> 524 2118
#> 525 842
#> 526 752
#> 527 39
#> 528 11073
#> 529 530
#> 530 2644
#> 531 237
#> 532 4541
#> 533 16
#> 534 203
#> 535 321
#> 536 8
#> 537 253
#> 538 4161
#> 539 761
#> 540 574
#> 541 258
#> 542 1925
#> 543 1885
#> 544 118
#> 545 509
#> 546 230
#> 547 28
#> 548 4059
#> 549 731
#> 550 14346
#> 551 1441
#> 552 8
#> 553 1501
#> 554 730
#> 555 761
#> 556 133
#> 557 92
#> 558 226
#> 559 398
#> 560 1291
#> 561 41
#> 562 1255
#> 563 591
#> 564 454
#> 565 150
#> 566 230
#> 567 51
#> 568 4893
#> 569 128
#> 570 1
#> 571 249
#> 572 29
#> 573 9241
#> 574 740
#> 575 168
#> 576 570
#> 577 24
#> 578 4368
#> 579 406
#> 580 157
#> 581 768
#> 582 871
#> 583 377
#> 584 419
#> 585 22
#> 586 761
#> 587 1197
#> 588 4884
#> 589 23
#> 590 4282
#> 591 237
#> 592 13310
#> 593 527
#> 594 731
#> 595 846
#> 596 443
#> 597 417
#> 598 1210
#> 599 236
#> 600 761
#> 601 594
#> 602 249
#> 603 652
#> 604 4424
#> 605 7
#> 606 116
#> 607 891
#> 608 1623
#> 609 6
#> 610 289
#> 611 368
#> 612 741
#> 613 66
#> 614 34
#> 615 979
#> 616 8
#> 617 54
#> 618 32
#> 619 699
#> 620 12
#> 621 112
#> 622 17
#> 623 48
#> 624 2870
#> 625 3347
#> 626 6172
#> 627 237
#> 628 14
#> 629 1490
#> 630 1574
#> 631 62
#> 632 160
#> 633 396
#> 634 761
# Tabulate by raster value
classified_ids <- biomes_classify(
x = biomes_example,
value = "ID"
)
#> no biome file or scheme provided using default biomes
#> Coordinates provided as data.frame, assuming WGS84 as CRS.
#> Classified 29104 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 1860
#> 2 Biome_Inventory_layer_01 2 824
#> 3 Biome_Inventory_layer_01 3 447
#> 4 Biome_Inventory_layer_01 4 118
#> 5 Biome_Inventory_layer_01 5 2342
#> 6 Biome_Inventory_layer_01 6 221
#> 7 Biome_Inventory_layer_01 7 5171
#> 8 Biome_Inventory_layer_01 8 583
#> 9 Biome_Inventory_layer_01 9 729
#> 10 Biome_Inventory_layer_01 10 323
#> 11 Biome_Inventory_layer_01 11 148
#> 12 Biome_Inventory_layer_01 12 407
#> 13 Biome_Inventory_layer_01 13 6139
#> 14 Biome_Inventory_layer_01 14 1687
#> 15 Biome_Inventory_layer_01 15 367
#> 16 Biome_Inventory_layer_01 16 2
#> 17 Biome_Inventory_layer_01 17 384
#> 18 Biome_Inventory_layer_01 18 2217
#> 19 Biome_Inventory_layer_01 20 483
#> 20 Biome_Inventory_layer_02 1 3049
#> 21 Biome_Inventory_layer_02 2 71
#> 22 Biome_Inventory_layer_02 3 2899
#> 23 Biome_Inventory_layer_02 4 1092
#> 24 Biome_Inventory_layer_02 5 332
#> 25 Biome_Inventory_layer_02 6 8829
#> 26 Biome_Inventory_layer_02 7 2301
#> 27 Biome_Inventory_layer_02 8 86
#> 28 Biome_Inventory_layer_02 10 3186
#> 29 Biome_Inventory_layer_02 11 17
#> 30 Biome_Inventory_layer_02 12 190
#> 31 Biome_Inventory_layer_02 13 3707
#> 32 Biome_Inventory_layer_02 14 67
#> 33 Biome_Inventory_layer_02 15 1
#> 34 Biome_Inventory_layer_02 17 4
#> 35 Biome_Inventory_layer_02 95 135
#> 36 Biome_Inventory_layer_02 98 1621
#> 37 Biome_Inventory_layer_03 1 976
#> 38 Biome_Inventory_layer_03 2 854
#> 39 Biome_Inventory_layer_03 3 922
#> 40 Biome_Inventory_layer_03 5 4523
#> 41 Biome_Inventory_layer_03 6 130
#> 42 Biome_Inventory_layer_03 7 257
#> 43 Biome_Inventory_layer_03 8 479
#> 44 Biome_Inventory_layer_03 9 1851
#> 45 Biome_Inventory_layer_03 10 2153
#> 46 Biome_Inventory_layer_03 11 2
#> 47 Biome_Inventory_layer_03 13 6757
#> 48 Biome_Inventory_layer_03 14 1767
#> 49 Biome_Inventory_layer_03 15 175
#> 50 Biome_Inventory_layer_03 16 85
#> 51 Biome_Inventory_layer_03 17 818
#> 52 Biome_Inventory_layer_03 18 60
#> 53 Biome_Inventory_layer_03 19 779
#> 54 Biome_Inventory_layer_03 20 9
#> 55 Biome_Inventory_layer_03 21 167
#> 56 Biome_Inventory_layer_03 22 2599
#> 57 Biome_Inventory_layer_03 23 7
#> 58 Biome_Inventory_layer_03 24 402
#> 59 Biome_Inventory_layer_03 25 2195
#> 60 Biome_Inventory_layer_03 26 54
#> 61 Biome_Inventory_layer_03 30 2
#> 62 Biome_Inventory_layer_04 1 366
#> 63 Biome_Inventory_layer_04 2 203
#> 64 Biome_Inventory_layer_04 3 387
#> 65 Biome_Inventory_layer_04 4 749
#> 66 Biome_Inventory_layer_04 5 1903
#> 67 Biome_Inventory_layer_04 6 7760
#> 68 Biome_Inventory_layer_04 7 1347
#> 69 Biome_Inventory_layer_04 8 2380
#> 70 Biome_Inventory_layer_04 9 391
#> 71 Biome_Inventory_layer_04 10 327
#> 72 Biome_Inventory_layer_04 11 3873
#> 73 Biome_Inventory_layer_04 12 829
#> 74 Biome_Inventory_layer_04 13 5090
#> 75 Biome_Inventory_layer_04 14 16
#> 76 Biome_Inventory_layer_04 15 136
#> 77 Biome_Inventory_layer_04 16 1545
#> 78 Biome_Inventory_layer_04 17 12
#> 79 Biome_Inventory_layer_04 18 72
#> 80 Biome_Inventory_layer_04 19 152
#> 81 Biome_Inventory_layer_05 1 1618
#> 82 Biome_Inventory_layer_05 2 105
#> 83 Biome_Inventory_layer_05 3 5155
#> 84 Biome_Inventory_layer_05 4 768
#> 85 Biome_Inventory_layer_05 5 143
#> 86 Biome_Inventory_layer_05 6 170
#> 87 Biome_Inventory_layer_05 7 979
#> 88 Biome_Inventory_layer_05 8 205
#> 89 Biome_Inventory_layer_05 9 3621
#> 90 Biome_Inventory_layer_05 10 1229
#> 91 Biome_Inventory_layer_05 11 10404
#> 92 Biome_Inventory_layer_05 12 1818
#> 93 Biome_Inventory_layer_05 13 1124
#> 94 Biome_Inventory_layer_05 14 602
#> 95 Biome_Inventory_layer_05 15 2
#> 96 Biome_Inventory_layer_06 1 1760
#> 97 Biome_Inventory_layer_06 2 1683
#> 98 Biome_Inventory_layer_06 3 2518
#> 99 Biome_Inventory_layer_06 4 1145
#> 100 Biome_Inventory_layer_06 5 227
#> 101 Biome_Inventory_layer_06 6 10348
#> 102 Biome_Inventory_layer_06 7 274
#> 103 Biome_Inventory_layer_06 8 681
#> 104 Biome_Inventory_layer_06 9 2524
#> 105 Biome_Inventory_layer_06 10 725
#> 106 Biome_Inventory_layer_06 11 727
#> 107 Biome_Inventory_layer_06 12 3
#> 108 Biome_Inventory_layer_06 13 2
#> 109 Biome_Inventory_layer_06 14 2
#> 110 Biome_Inventory_layer_07 1 423
#> 111 Biome_Inventory_layer_07 2 403
#> 112 Biome_Inventory_layer_07 3 1800
#> 113 Biome_Inventory_layer_07 4 1736
#> 114 Biome_Inventory_layer_07 5 2124
#> 115 Biome_Inventory_layer_07 6 941
#> 116 Biome_Inventory_layer_07 7 1198
#> 117 Biome_Inventory_layer_07 8 2867
#> 118 Biome_Inventory_layer_07 9 1385
#> 119 Biome_Inventory_layer_07 10 365
#> 120 Biome_Inventory_layer_07 11 9429
#> 121 Biome_Inventory_layer_07 12 132
#> 122 Biome_Inventory_layer_08 1 463
#> 123 Biome_Inventory_layer_08 2 1501
#> 124 Biome_Inventory_layer_08 3 1095
#> 125 Biome_Inventory_layer_08 4 1046
#> 126 Biome_Inventory_layer_08 5 410
#> 127 Biome_Inventory_layer_08 6 800
#> 128 Biome_Inventory_layer_08 7 2002
#> 129 Biome_Inventory_layer_08 8 3752
#> 130 Biome_Inventory_layer_08 9 1803
#> 131 Biome_Inventory_layer_08 10 357
#> 132 Biome_Inventory_layer_08 11 9243
#> 133 Biome_Inventory_layer_08 12 328
#> 134 Biome_Inventory_layer_08 13 3
#> 135 Biome_Inventory_layer_09 1 3088
#> 136 Biome_Inventory_layer_09 2 1094
#> 137 Biome_Inventory_layer_09 3 395
#> 138 Biome_Inventory_layer_09 4 714
#> 139 Biome_Inventory_layer_09 5 2167
#> 140 Biome_Inventory_layer_09 6 1850
#> 141 Biome_Inventory_layer_09 7 369
#> 142 Biome_Inventory_layer_09 8 797
#> 143 Biome_Inventory_layer_09 9 20
#> 144 Biome_Inventory_layer_09 10 17
#> 145 Biome_Inventory_layer_09 11 2
#> 146 Biome_Inventory_layer_09 12 44
#> 147 Biome_Inventory_layer_09 13 6499
#> 148 Biome_Inventory_layer_09 14 5250
#> 149 Biome_Inventory_layer_09 15 2
#> 150 Biome_Inventory_layer_09 16 28
#> 151 Biome_Inventory_layer_09 17 460
#> 152 Biome_Inventory_layer_09 18 1097
#> 153 Biome_Inventory_layer_09 19 511
#> 154 Biome_Inventory_layer_09 20 272
#> 155 Biome_Inventory_layer_09 21 3877
#> 156 Biome_Inventory_layer_09 22 341
#> 157 Biome_Inventory_layer_09 23 71
#> 158 Biome_Inventory_layer_09 24 77
#> 159 Biome_Inventory_layer_10 1 609
#> 160 Biome_Inventory_layer_10 2 36
#> 161 Biome_Inventory_layer_10 3 131
#> 162 Biome_Inventory_layer_10 4 230
#> 163 Biome_Inventory_layer_10 5 343
#> 164 Biome_Inventory_layer_10 6 5174
#> 165 Biome_Inventory_layer_10 7 127
#> 166 Biome_Inventory_layer_10 8 179
#> 167 Biome_Inventory_layer_10 9 6
#> 168 Biome_Inventory_layer_10 10 51
#> 169 Biome_Inventory_layer_10 11 681
#> 170 Biome_Inventory_layer_10 12 150
#> 171 Biome_Inventory_layer_10 13 1
#> 172 Biome_Inventory_layer_10 14 78
#> 173 Biome_Inventory_layer_10 15 4724
#> 174 Biome_Inventory_layer_10 16 51
#> 175 Biome_Inventory_layer_10 17 1
#> 176 Biome_Inventory_layer_10 18 60
#> 177 Biome_Inventory_layer_10 19 715
#> 178 Biome_Inventory_layer_10 20 7623
#> 179 Biome_Inventory_layer_10 21 473
#> 180 Biome_Inventory_layer_10 22 252
#> 181 Biome_Inventory_layer_10 23 45
#> 182 Biome_Inventory_layer_10 24 1292
#> 183 Biome_Inventory_layer_10 25 621
#> 184 Biome_Inventory_layer_10 26 879
#> 185 Biome_Inventory_layer_10 28 524
#> 186 Biome_Inventory_layer_10 29 3
#> 187 Biome_Inventory_layer_10 95 34
#> 188 Biome_Inventory_layer_10 96 221
#> 189 Biome_Inventory_layer_10 97 3029
#> 190 Biome_Inventory_layer_11 1 509
#> 191 Biome_Inventory_layer_11 2 1348
#> 192 Biome_Inventory_layer_11 3 1032
#> 193 Biome_Inventory_layer_11 4 662
#> 194 Biome_Inventory_layer_11 5 4079
#> 195 Biome_Inventory_layer_11 6 2789
#> 196 Biome_Inventory_layer_11 7 5150
#> 197 Biome_Inventory_layer_11 8 2533
#> 198 Biome_Inventory_layer_11 9 8765
#> 199 Biome_Inventory_layer_11 10 2098
#> 200 Biome_Inventory_layer_11 11 95
#> 201 Biome_Inventory_layer_11 13 4
#> 202 Biome_Inventory_layer_12 1 1767
#> 203 Biome_Inventory_layer_12 2 4951
#> 204 Biome_Inventory_layer_12 3 457
#> 205 Biome_Inventory_layer_12 4 32
#> 206 Biome_Inventory_layer_12 5 1812
#> 207 Biome_Inventory_layer_12 6 121
#> 208 Biome_Inventory_layer_12 7 2314
#> 209 Biome_Inventory_layer_12 8 4066
#> 210 Biome_Inventory_layer_12 9 6281
#> 211 Biome_Inventory_layer_12 10 238
#> 212 Biome_Inventory_layer_12 11 767
#> 213 Biome_Inventory_layer_12 12 3438
#> 214 Biome_Inventory_layer_12 13 1114
#> 215 Biome_Inventory_layer_12 14 673
#> 216 Biome_Inventory_layer_12 15 8
#> 217 Biome_Inventory_layer_12 16 1
#> 218 Biome_Inventory_layer_13 1 973
#> 219 Biome_Inventory_layer_13 2 980
#> 220 Biome_Inventory_layer_13 3 723
#> 221 Biome_Inventory_layer_13 4 308
#> 222 Biome_Inventory_layer_13 5 707
#> 223 Biome_Inventory_layer_13 6 72
#> 224 Biome_Inventory_layer_13 7 494
#> 225 Biome_Inventory_layer_13 8 1187
#> 226 Biome_Inventory_layer_13 9 2392
#> 227 Biome_Inventory_layer_13 10 5399
#> 228 Biome_Inventory_layer_13 11 1712
#> 229 Biome_Inventory_layer_13 12 3135
#> 230 Biome_Inventory_layer_13 13 73
#> 231 Biome_Inventory_layer_13 14 342
#> 232 Biome_Inventory_layer_13 15 1299
#> 233 Biome_Inventory_layer_13 16 6210
#> 234 Biome_Inventory_layer_13 17 774
#> 235 Biome_Inventory_layer_13 18 1148
#> 236 Biome_Inventory_layer_13 19 5
#> 237 Biome_Inventory_layer_13 20 5
#> 238 Biome_Inventory_layer_13 95 6
#> 239 Biome_Inventory_layer_14 1 62
#> 240 Biome_Inventory_layer_14 2 3513
#> 241 Biome_Inventory_layer_14 3 906
#> 242 Biome_Inventory_layer_14 4 26
#> 243 Biome_Inventory_layer_14 5 87
#> 244 Biome_Inventory_layer_14 6 2647
#> 245 Biome_Inventory_layer_14 7 1373
#> 246 Biome_Inventory_layer_14 8 1979
#> 247 Biome_Inventory_layer_14 9 68
#> 248 Biome_Inventory_layer_14 10 2685
#> 249 Biome_Inventory_layer_14 11 96
#> 250 Biome_Inventory_layer_14 12 300
#> 251 Biome_Inventory_layer_14 13 6191
#> 252 Biome_Inventory_layer_14 14 1529
#> 253 Biome_Inventory_layer_14 15 2226
#> 254 Biome_Inventory_layer_14 16 1326
#> 255 Biome_Inventory_layer_14 17 425
#> 256 Biome_Inventory_layer_14 18 39
#> 257 Biome_Inventory_layer_14 98 2208
#> 258 Biome_Inventory_layer_15 1 937
#> 259 Biome_Inventory_layer_15 2 11558
#> 260 Biome_Inventory_layer_15 3 3384
#> 261 Biome_Inventory_layer_15 4 147
#> 262 Biome_Inventory_layer_15 5 812
#> 263 Biome_Inventory_layer_15 6 2432
#> 264 Biome_Inventory_layer_15 7 833
#> 265 Biome_Inventory_layer_15 8 384
#> 266 Biome_Inventory_layer_15 9 65
#> 267 Biome_Inventory_layer_15 10 1586
#> 268 Biome_Inventory_layer_15 11 457
#> 269 Biome_Inventory_layer_15 98 47
#> 270 Biome_Inventory_layer_16 1 1994
#> 271 Biome_Inventory_layer_16 2 296
#> 272 Biome_Inventory_layer_16 3 2397
#> 273 Biome_Inventory_layer_16 4 83
#> 274 Biome_Inventory_layer_16 5 1738
#> 275 Biome_Inventory_layer_16 6 383
#> 276 Biome_Inventory_layer_16 7 2988
#> 277 Biome_Inventory_layer_16 8 2202
#> 278 Biome_Inventory_layer_16 9 850
#> 279 Biome_Inventory_layer_16 10 545
#> 280 Biome_Inventory_layer_16 11 2234
#> 281 Biome_Inventory_layer_16 12 367
#> 282 Biome_Inventory_layer_16 13 2944
#> 283 Biome_Inventory_layer_16 14 430
#> 284 Biome_Inventory_layer_16 15 4461
#> 285 Biome_Inventory_layer_16 16 290
#> 286 Biome_Inventory_layer_16 17 108
#> 287 Biome_Inventory_layer_16 18 824
#> 288 Biome_Inventory_layer_16 98 3786
#> 289 Biome_Inventory_layer_17 1 34
#> 290 Biome_Inventory_layer_17 2 2608
#> 291 Biome_Inventory_layer_17 3 622
#> 292 Biome_Inventory_layer_17 4 106
#> 293 Biome_Inventory_layer_17 5 994
#> 294 Biome_Inventory_layer_17 6 2797
#> 295 Biome_Inventory_layer_17 7 1756
#> 296 Biome_Inventory_layer_17 8 86
#> 297 Biome_Inventory_layer_17 9 1593
#> 298 Biome_Inventory_layer_17 10 180
#> 299 Biome_Inventory_layer_17 11 5620
#> 300 Biome_Inventory_layer_17 12 905
#> 301 Biome_Inventory_layer_17 13 3348
#> 302 Biome_Inventory_layer_17 14 2031
#> 303 Biome_Inventory_layer_17 15 1153
#> 304 Biome_Inventory_layer_17 16 174
#> 305 Biome_Inventory_layer_17 17 709
#> 306 Biome_Inventory_layer_17 18 1232
#> 307 Biome_Inventory_layer_17 19 604
#> 308 Biome_Inventory_layer_17 20 9
#> 309 Biome_Inventory_layer_17 98 1087
#> 310 Biome_Inventory_layer_18 1 2760
#> 311 Biome_Inventory_layer_18 2 594
#> 312 Biome_Inventory_layer_18 3 184
#> 313 Biome_Inventory_layer_18 4 254
#> 314 Biome_Inventory_layer_18 5 4058
#> 315 Biome_Inventory_layer_18 6 7222
#> 316 Biome_Inventory_layer_18 7 2917
#> 317 Biome_Inventory_layer_18 8 588
#> 318 Biome_Inventory_layer_18 9 2845
#> 319 Biome_Inventory_layer_18 10 721
#> 320 Biome_Inventory_layer_18 11 83
#> 321 Biome_Inventory_layer_18 12 1907
#> 322 Biome_Inventory_layer_18 13 1212
#> 323 Biome_Inventory_layer_18 15 6
#> 324 Biome_Inventory_layer_18 98 2595
#> 325 Biome_Inventory_layer_19 1 1683
#> 326 Biome_Inventory_layer_19 2 100
#> 327 Biome_Inventory_layer_19 3 5076
#> 328 Biome_Inventory_layer_19 4 773
#> 329 Biome_Inventory_layer_19 5 124
#> 330 Biome_Inventory_layer_19 6 139
#> 331 Biome_Inventory_layer_19 7 1002
#> 332 Biome_Inventory_layer_19 8 230
#> 333 Biome_Inventory_layer_19 9 3874
#> 334 Biome_Inventory_layer_19 10 10595
#> 335 Biome_Inventory_layer_19 11 805
#> 336 Biome_Inventory_layer_19 12 1851
#> 337 Biome_Inventory_layer_19 13 1156
#> 338 Biome_Inventory_layer_19 14 593
#> 339 Biome_Inventory_layer_19 15 1
#> 340 Biome_Inventory_layer_19 95 3
#> 341 Biome_Inventory_layer_20 1 425
#> 342 Biome_Inventory_layer_20 2 249
#> 343 Biome_Inventory_layer_20 3 744
#> 344 Biome_Inventory_layer_20 5 702
#> 345 Biome_Inventory_layer_20 6 239
#> 346 Biome_Inventory_layer_20 7 333
#> 347 Biome_Inventory_layer_20 8 483
#> 348 Biome_Inventory_layer_20 9 5891
#> 349 Biome_Inventory_layer_20 10 3127
#> 350 Biome_Inventory_layer_20 11 1346
#> 351 Biome_Inventory_layer_20 12 366
#> 352 Biome_Inventory_layer_20 13 151
#> 353 Biome_Inventory_layer_20 14 7407
#> 354 Biome_Inventory_layer_20 15 723
#> 355 Biome_Inventory_layer_20 16 16
#> 356 Biome_Inventory_layer_20 17 40
#> 357 Biome_Inventory_layer_20 18 9
#> 358 Biome_Inventory_layer_20 19 582
#> 359 Biome_Inventory_layer_20 20 65
#> 360 Biome_Inventory_layer_20 21 86
#> 361 Biome_Inventory_layer_20 22 120
#> 362 Biome_Inventory_layer_20 23 2
#> 363 Biome_Inventory_layer_20 24 2536
#> 364 Biome_Inventory_layer_20 25 13
#> 365 Biome_Inventory_layer_20 26 1418
#> 366 Biome_Inventory_layer_20 30 1181
#> 367 Biome_Inventory_layer_20 31 1
#> 368 Biome_Inventory_layer_21 1 8
#> 369 Biome_Inventory_layer_21 2 1879
#> 370 Biome_Inventory_layer_21 3 56
#> 371 Biome_Inventory_layer_21 4 1005
#> 372 Biome_Inventory_layer_21 5 608
#> 373 Biome_Inventory_layer_21 6 820
#> 374 Biome_Inventory_layer_21 7 338
#> 375 Biome_Inventory_layer_21 8 6143
#> 376 Biome_Inventory_layer_21 9 1383
#> 377 Biome_Inventory_layer_21 10 4749
#> 378 Biome_Inventory_layer_21 11 2495
#> 379 Biome_Inventory_layer_21 12 86
#> 380 Biome_Inventory_layer_21 13 887
#> 381 Biome_Inventory_layer_21 14 27
#> 382 Biome_Inventory_layer_21 15 167
#> 383 Biome_Inventory_layer_21 16 4101
#> 384 Biome_Inventory_layer_21 17 1220
#> 385 Biome_Inventory_layer_21 18 2
#> 386 Biome_Inventory_layer_21 19 1
#> 387 Biome_Inventory_layer_21 20 8
#> 388 Biome_Inventory_layer_21 98 1623
#> 389 Biome_Inventory_layer_22 1 1483
#> 390 Biome_Inventory_layer_22 2 475
#> 391 Biome_Inventory_layer_22 3 316
#> 392 Biome_Inventory_layer_22 4 400
#> 393 Biome_Inventory_layer_22 5 438
#> 394 Biome_Inventory_layer_22 6 5
#> 395 Biome_Inventory_layer_22 7 242
#> 396 Biome_Inventory_layer_22 8 698
#> 397 Biome_Inventory_layer_22 9 2717
#> 398 Biome_Inventory_layer_22 10 1288
#> 399 Biome_Inventory_layer_22 11 2389
#> 400 Biome_Inventory_layer_22 12 289
#> 401 Biome_Inventory_layer_22 13 1087
#> 402 Biome_Inventory_layer_22 14 14
#> 403 Biome_Inventory_layer_22 15 276
#> 404 Biome_Inventory_layer_22 16 6308
#> 405 Biome_Inventory_layer_22 17 516
#> 406 Biome_Inventory_layer_22 18 83
#> 407 Biome_Inventory_layer_22 19 1252
#> 408 Biome_Inventory_layer_22 20 368
#> 409 Biome_Inventory_layer_22 21 1717
#> 410 Biome_Inventory_layer_22 22 303
#> 411 Biome_Inventory_layer_22 23 1
#> 412 Biome_Inventory_layer_22 24 438
#> 413 Biome_Inventory_layer_22 25 260
#> 414 Biome_Inventory_layer_22 26 1
#> 415 Biome_Inventory_layer_22 27 1
#> 416 Biome_Inventory_layer_23 1 1697
#> 417 Biome_Inventory_layer_23 2 100
#> 418 Biome_Inventory_layer_23 3 4685
#> 419 Biome_Inventory_layer_23 4 765
#> 420 Biome_Inventory_layer_23 5 178
#> 421 Biome_Inventory_layer_23 6 100
#> 422 Biome_Inventory_layer_23 7 1007
#> 423 Biome_Inventory_layer_23 8 212
#> 424 Biome_Inventory_layer_23 9 3648
#> 425 Biome_Inventory_layer_23 10 10540
#> 426 Biome_Inventory_layer_23 11 1931
#> 427 Biome_Inventory_layer_23 12 1166
#> 428 Biome_Inventory_layer_23 13 1120
#> 429 Biome_Inventory_layer_23 14 606
#> 430 Biome_Inventory_layer_23 15 2
#> 431 Biome_Inventory_layer_23 95 17
#> 432 Biome_Inventory_layer_24 1 2579
#> 433 Biome_Inventory_layer_24 2 994
#> 434 Biome_Inventory_layer_24 3 3290
#> 435 Biome_Inventory_layer_24 4 213
#> 436 Biome_Inventory_layer_24 5 3384
#> 437 Biome_Inventory_layer_24 6 611
#> 438 Biome_Inventory_layer_24 7 139
#> 439 Biome_Inventory_layer_24 8 853
#> 440 Biome_Inventory_layer_24 9 5193
#> 441 Biome_Inventory_layer_24 10 3778
#> 442 Biome_Inventory_layer_24 11 1057
#> 443 Biome_Inventory_layer_24 12 2149
#> 444 Biome_Inventory_layer_24 13 1740
#> 445 Biome_Inventory_layer_24 14 3
#> 446 Biome_Inventory_layer_24 15 41
#> 447 Biome_Inventory_layer_24 98 2060
#> 448 Biome_Inventory_layer_25 1 2350
#> 449 Biome_Inventory_layer_25 2 339
#> 450 Biome_Inventory_layer_25 3 7265
#> 451 Biome_Inventory_layer_25 4 2415
#> 452 Biome_Inventory_layer_25 5 94
#> 453 Biome_Inventory_layer_25 6 812
#> 454 Biome_Inventory_layer_25 7 1296
#> 455 Biome_Inventory_layer_25 8 3529
#> 456 Biome_Inventory_layer_25 9 5731
#> 457 Biome_Inventory_layer_25 10 3187
#> 458 Biome_Inventory_layer_25 11 192
#> 459 Biome_Inventory_layer_25 12 1775
#> 460 Biome_Inventory_layer_26 1 363
#> 461 Biome_Inventory_layer_26 2 109
#> 462 Biome_Inventory_layer_26 4 26
#> 463 Biome_Inventory_layer_26 5 11
#> 464 Biome_Inventory_layer_26 6 906
#> 465 Biome_Inventory_layer_26 7 1219
#> 466 Biome_Inventory_layer_26 8 94
#> 467 Biome_Inventory_layer_26 9 5
#> 468 Biome_Inventory_layer_26 10 1919
#> 469 Biome_Inventory_layer_26 12 23
#> 470 Biome_Inventory_layer_26 13 6
#> 471 Biome_Inventory_layer_26 14 449
#> 472 Biome_Inventory_layer_26 15 37
#> 473 Biome_Inventory_layer_26 16 341
#> 474 Biome_Inventory_layer_26 17 533
#> 475 Biome_Inventory_layer_26 18 10
#> 476 Biome_Inventory_layer_26 19 3055
#> 477 Biome_Inventory_layer_26 20 373
#> 478 Biome_Inventory_layer_26 21 898
#> 479 Biome_Inventory_layer_26 22 200
#> 480 Biome_Inventory_layer_26 23 1339
#> 481 Biome_Inventory_layer_26 24 15
#> 482 Biome_Inventory_layer_26 25 446
#> 483 Biome_Inventory_layer_26 26 932
#> 484 Biome_Inventory_layer_26 27 959
#> 485 Biome_Inventory_layer_26 28 7450
#> 486 Biome_Inventory_layer_26 29 4
#> 487 Biome_Inventory_layer_26 30 9
#> 488 Biome_Inventory_layer_26 31 542
#> 489 Biome_Inventory_layer_26 32 1208
#> 490 Biome_Inventory_layer_26 33 368
#> 491 Biome_Inventory_layer_26 34 228
#> 492 Biome_Inventory_layer_26 35 1
#> 493 Biome_Inventory_layer_26 36 157
#> 494 Biome_Inventory_layer_26 37 8
#> 495 Biome_Inventory_layer_26 38 1
#> 496 Biome_Inventory_layer_26 95 95
#> 497 Biome_Inventory_layer_27 1 842
#> 498 Biome_Inventory_layer_27 2 530
#> 499 Biome_Inventory_layer_27 3 752
#> 500 Biome_Inventory_layer_27 4 4541
#> 501 Biome_Inventory_layer_27 5 321
#> 502 Biome_Inventory_layer_27 6 2118
#> 503 Biome_Inventory_layer_27 7 253
#> 504 Biome_Inventory_layer_27 8 4161
#> 505 Biome_Inventory_layer_27 9 16
#> 506 Biome_Inventory_layer_27 10 203
#> 507 Biome_Inventory_layer_27 11 11073
#> 508 Biome_Inventory_layer_27 12 605
#> 509 Biome_Inventory_layer_27 13 8
#> 510 Biome_Inventory_layer_27 95 39
#> 511 Biome_Inventory_layer_27 96 237
#> 512 Biome_Inventory_layer_27 97 2644
#> 513 Biome_Inventory_layer_28 1 1501
#> 514 Biome_Inventory_layer_28 2 8
#> 515 Biome_Inventory_layer_28 3 509
#> 516 Biome_Inventory_layer_28 4 258
#> 517 Biome_Inventory_layer_28 5 1441
#> 518 Biome_Inventory_layer_28 6 574
#> 519 Biome_Inventory_layer_28 7 1885
#> 520 Biome_Inventory_layer_28 8 1925
#> 521 Biome_Inventory_layer_28 9 14346
#> 522 Biome_Inventory_layer_28 10 731
#> 523 Biome_Inventory_layer_28 11 4059
#> 524 Biome_Inventory_layer_28 12 730
#> 525 Biome_Inventory_layer_28 13 28
#> 526 Biome_Inventory_layer_28 95 118
#> 527 Biome_Inventory_layer_28 96 230
#> 528 Biome_Inventory_layer_29 1 377
#> 529 Biome_Inventory_layer_29 2 51
#> 530 Biome_Inventory_layer_29 3 591
#> 531 Biome_Inventory_layer_29 4 871
#> 532 Biome_Inventory_layer_29 5 419
#> 533 Biome_Inventory_layer_29 6 226
#> 534 Biome_Inventory_layer_29 7 24
#> 535 Biome_Inventory_layer_29 8 4368
#> 536 Biome_Inventory_layer_29 9 768
#> 537 Biome_Inventory_layer_29 10 92
#> 538 Biome_Inventory_layer_29 11 1255
#> 539 Biome_Inventory_layer_29 12 128
#> 540 Biome_Inventory_layer_29 13 406
#> 541 Biome_Inventory_layer_29 14 4893
#> 542 Biome_Inventory_layer_29 15 133
#> 543 Biome_Inventory_layer_29 16 398
#> 544 Biome_Inventory_layer_29 17 157
#> 545 Biome_Inventory_layer_29 18 9241
#> 546 Biome_Inventory_layer_29 19 150
#> 547 Biome_Inventory_layer_29 20 1
#> 548 Biome_Inventory_layer_29 21 168
#> 549 Biome_Inventory_layer_29 22 740
#> 550 Biome_Inventory_layer_29 23 454
#> 551 Biome_Inventory_layer_29 24 570
#> 552 Biome_Inventory_layer_29 25 1291
#> 553 Biome_Inventory_layer_29 26 29
#> 554 Biome_Inventory_layer_29 27 249
#> 555 Biome_Inventory_layer_29 28 22
#> 556 Biome_Inventory_layer_29 95 41
#> 557 Biome_Inventory_layer_29 96 230
#> 558 Biome_Inventory_layer_30 1 731
#> 559 Biome_Inventory_layer_30 2 846
#> 560 Biome_Inventory_layer_30 3 417
#> 561 Biome_Inventory_layer_30 4 443
#> 562 Biome_Inventory_layer_30 5 236
#> 563 Biome_Inventory_layer_30 6 4884
#> 564 Biome_Inventory_layer_30 7 4282
#> 565 Biome_Inventory_layer_30 8 13310
#> 566 Biome_Inventory_layer_30 9 527
#> 567 Biome_Inventory_layer_30 10 1197
#> 568 Biome_Inventory_layer_30 11 1210
#> 569 Biome_Inventory_layer_30 95 23
#> 570 Biome_Inventory_layer_30 96 237
#> 571 Biome_Inventory_layer_31 1 32
#> 572 Biome_Inventory_layer_31 2 1490
#> 573 Biome_Inventory_layer_31 3 699
#> 574 Biome_Inventory_layer_31 4 1574
#> 575 Biome_Inventory_layer_31 5 4424
#> 576 Biome_Inventory_layer_31 6 249
#> 577 Biome_Inventory_layer_31 7 289
#> 578 Biome_Inventory_layer_31 8 6
#> 579 Biome_Inventory_layer_31 9 116
#> 580 Biome_Inventory_layer_31 10 741
#> 581 Biome_Inventory_layer_31 11 17
#> 582 Biome_Inventory_layer_31 12 2870
#> 583 Biome_Inventory_layer_31 13 368
#> 584 Biome_Inventory_layer_31 14 7
#> 585 Biome_Inventory_layer_31 15 34
#> 586 Biome_Inventory_layer_31 16 3347
#> 587 Biome_Inventory_layer_31 17 62
#> 588 Biome_Inventory_layer_31 18 891
#> 589 Biome_Inventory_layer_31 19 396
#> 590 Biome_Inventory_layer_31 20 160
#> 591 Biome_Inventory_layer_31 21 66
#> 592 Biome_Inventory_layer_31 22 6172
#> 593 Biome_Inventory_layer_31 23 1623
#> 594 Biome_Inventory_layer_31 24 112
#> 595 Biome_Inventory_layer_31 25 54
#> 596 Biome_Inventory_layer_31 26 979
#> 597 Biome_Inventory_layer_31 27 8
#> 598 Biome_Inventory_layer_31 28 594
#> 599 Biome_Inventory_layer_31 29 12
#> 600 Biome_Inventory_layer_31 30 652
#> 601 Biome_Inventory_layer_31 31 14
#> 602 Biome_Inventory_layer_31 95 48
#> 603 Biome_Inventory_layer_31 96 237
# }