Preliminary loading of required packages.
library(devtools)
library(maps)
library(raster)
if (!require(paleobioDB)) {
install_github("ropensci/paleobioDB")
library(paleobioDB)
}Now we get all PaleobioDB occurrences for Quaternary bovids.
bovidae <- pbdb_occurrences(limit = "all", base_name = "bovidae", interval = "Quaternary",
show = c("coords", "phylo", "ident"))
head(bovidae)## oid typ cid tna rnk tid
## 1:1 138836 occ 11803 Gazella sp. 5 42774
## 1:2 138837 occ 11803 Dama mesopotamica 3 149388
## 1:3 150048 occ 13293 Bubalus bubalus 3 42755
## 1:4 150049 occ 13293 Megalovis guangxiensis 3 42796
## 1:5 150050 occ 13293 Capricornis sumatraensis 3 149670
## 1:6 150894 occ 13456 Bos sp. 5 42753
## oei eag lag rid lng lat fml fmn
## 1:1 Late Pleistocene 0.126 0.0117 10604 35.05 32.72 Bovidae 42742
## 1:2 Late Pleistocene 0.126 0.0117 10604 35.05 32.72 Bovidae 42742
## 1:3 Middle Pleistocene 0.781 0.0117 4412 111.57 22.77 Bovidae 42742
## 1:4 Middle Pleistocene 0.781 0.0117 4412 111.57 22.77 Bovidae 42742
## 1:5 Middle Pleistocene 0.781 0.0117 4412 111.57 22.77 Bovidae 42742
## 1:6 Late Pleistocene 0.126 0.0000 6077 87.00 23.50 Bovidae 42742
## odn odl cll cln phl phn idt
## 1:1 Artiodactyla 87634 Mammalia 36651 Chordata 33815 Gazella
## 1:2 Artiodactyla 87634 Mammalia 36651 Chordata 33815 Dama
## 1:3 Artiodactyla 87634 Mammalia 36651 Chordata 33815 Bubalus
## 1:4 Artiodactyla 87634 Mammalia 36651 Chordata 33815 Megalovis
## 1:5 Artiodactyla 87634 Mammalia 36651 Chordata 33815 Capricornis
## 1:6 Artiodactyla 87634 Mammalia 36651 Chordata 33815 Bos
## ids mna mra oli rss
## 1:1 sp. <NA> NA <NA> <NA>
## 1:2 mesopotamica Antilope (Dama) mesopotamica NA <NA> <NA>
## 1:3 bubalus Bubalus 5 Late Pleistocene <NA>
## 1:4 guangxiensis Megalovis 5 Late Pleistocene <NA>
## 1:5 sumatraensis <NA> NA Late Pleistocene <NA>
## 1:6 sp. <NA> NA Holocene <NA>
## rst eid idf
## 1:1 <NA> NA <NA>
## 1:2 <NA> NA <NA>
## 1:3 <NA> NA <NA>
## 1:4 <NA> NA <NA>
## 1:5 <NA> NA <NA>
## 1:6 <NA> NA <NA>
pbdb_map(bovidae)
pbdb_map_richness(bovidae, res = 3, rank = "species")
## class : RasterLayer
## dimensions : 56, 123, 6888 (nrow, ncol, ncell)
## resolution : 3, 3 (x, y)
## extent : -180, 189, -84.43, 83.57 (xmin, xmax, ymin, ymax)
## coord. ref. : NA
## data source : in memory
## names : layer
## values : 1, 36 (min, max)
pbdb_map_occur(bovidae, res = 2)
## class : RasterLayer
## dimensions : 85, 185, 15725 (nrow, ncol, ncell)
## resolution : 2, 2 (x, y)
## extent : -180, 190, -86.43, 83.57 (xmin, xmax, ymin, ymax)
## coord. ref. : NA
## data source : in memory
## names : layer
## values : 1, 698 (min, max)
pbdb_subtaxa(bovidae, do.plot = TRUE)
## species genera families orders classes phyla
## 1 164 86 1 1 1 1
pbdb_orig_ext(bovidae, rank = "species", orig_ext = 1, temporal_extent = c(0,
10), res = 1)
## new ext
## 1-2 to 0-1 0 57
## 2-3 to 1-2 73 2
## 3-4 to 2-3 5 0
## 4-5 to 3-4 2 0
## 5-6 to 4-5 36 0
## 6-7 to 5-6 0 0
## 7-8 to 6-7 2 0
## 8-9 to 7-8 0 0
## 9-10 to 8-9 0 0
pbdb_orig_ext(bovidae, rank = "species", orig_ext = 2, temporal_extent = c(0,
10), res = 1)
## new ext
## 1-2 to 0-1 0 57
## 2-3 to 1-2 73 2
## 3-4 to 2-3 5 0
## 4-5 to 3-4 2 0
## 5-6 to 4-5 36 0
## 6-7 to 5-6 0 0
## 7-8 to 6-7 2 0
## 8-9 to 7-8 0 0
## 9-10 to 8-9 0 0
pbdb_temporal_resolution(bovidae)
## $summary
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.012 0.684 1.500 1.740 2.580 23.000
##
## $temporal_resolution
## [1] 0.1143 0.1143 0.7693 0.7693 0.7693 0.1260 0.1260 0.1260
## [9] 0.1260 0.1260 0.1143 2.4620 0.0117 3.1000 3.1000 3.1000
## [17] 1.5000 1.5000 1.5000 1.5000 1.5000 1.5000 1.5000 1.5000
## [25] 1.5000 1.5000 1.5000 1.5000 1.5000 1.5000 1.5000 1.5000
## [33] 1.5000 1.5000 1.5000 1.5000 1.5000 1.5000 1.5000 1.5000
## [41] 1.5000 0.1143 1.5000 1.5000 3.1000 1.7880 1.5000 1.5000
## [49] 1.5000 1.5000 3.1000 1.5000 1.5000 1.5000 1.7880 1.5000
## [57] 1.5000 1.5000 1.5000 1.5000 1.5000 0.2880 1.5000 1.5000
## [65] 1.5000 1.5000 1.5000 1.5000 0.1143 0.1143 0.1143 0.1143
## [73] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [81] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [89] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [97] 0.1143 0.1143 0.1143 0.1143 0.1143 0.2880 0.1143 0.1143
## [105] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [113] 0.1143 0.1143 0.1143 0.1143 0.7820 0.7820 0.7820 2.8190
## [121] 2.8190 2.8190 2.8190 2.8190 2.8190 1.0250 1.0250 1.0250
## [129] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [137] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [145] 1.0250 1.0250 1.0250 0.7820 0.7820 0.7820 0.7820 0.7820
## [153] 0.1143 0.7820 1.0250 1.0250 1.0250 0.7820 1.8070 2.8190
## [161] 0.7820 0.1143 2.8190 2.8190 2.8190 1.0250 5.3213 2.8190
## [169] 2.8190 2.8190 2.8190 0.7820 2.8190 1.8070 1.8070 1.8070
## [177] 0.7820 0.7820 1.0250 1.0250 1.0250 1.0250 0.7820 0.7820
## [185] 0.7820 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [193] 5.3213 5.3213 5.3213 0.7820 0.7820 0.7820 2.8190 0.7820
## [201] 0.7820 0.7820 0.7820 2.8190 2.8190 2.8190 2.8190 2.8190
## [209] 2.8190 2.8190 1.0250 1.0250 5.3213 0.7820 2.8190 2.8190
## [217] 0.7820 0.7820 4.5520 2.5763 2.5763 5.3213 4.5520 4.5520
## [225] 4.5520 0.7820 5.3213 1.0250 2.8190 2.8190 0.7820 1.0250
## [233] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 5.3213 5.3213
## [241] 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 1.0250 0.0117
## [249] 4.5520 4.5520 4.5520 4.5520 4.5520 4.5520 4.5520 4.5520
## [257] 4.5520 4.5520 4.5520 0.7820 0.7820 0.7820 0.7820 0.0117
## [265] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [273] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [281] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [289] 0.0117 0.0117 0.0117 0.7820 0.7820 2.5763 2.5763 2.5763
## [297] 2.5763 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [305] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [313] 2.5880 0.0117 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [321] 2.5880 0.0117 0.0117 0.0117 0.0117 0.0117 2.5763 2.5763
## [329] 2.5763 2.5763 2.5880 2.5880 0.0117 0.0117 0.0117 0.0117
## [337] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 2.5763
## [345] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [353] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [361] 2.5763 2.5763 2.5763 2.5763 2.5763 0.7693 0.7693 0.7693
## [369] 0.7693 0.7693 0.7693 0.7693 0.7693 0.7693 0.7693 0.7693
## [377] 0.7693 0.7693 0.7693 0.7693 0.7693 0.0117 2.5763 2.5763
## [385] 2.5763 2.5763 2.5880 2.5880 2.5880 2.5880 0.0117 0.0117
## [393] 0.0117 0.0117 2.5763 2.5763 2.5763 2.5763 0.0117 0.0117
## [401] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [409] 0.0117 0.0117 0.0117 2.5763 0.0117 2.5763 2.5763 1.0250
## [417] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [425] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [433] 2.5880 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [441] 0.0117 0.0117 0.0117 2.5763 2.5763 0.0117 0.0117 0.0117
## [449] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [457] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [465] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [473] 0.0117 0.0117 2.5880 2.5880 2.5763 2.5763 2.5763 2.5763
## [481] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 0.0117 0.0117
## [489] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 2.5763 2.5880
## [497] 2.5880 2.5880 2.5880 2.5880 0.0117 0.0117 1.0250 1.0250
## [505] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [513] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [521] 1.0250 1.0250 1.8070 1.8070 1.8070 2.5763 2.5763 2.5763
## [529] 2.5763 2.5763 0.7820 1.0250 1.0250 1.0250 1.0250 1.0250
## [537] 1.0250 1.0250 2.5880 2.5880 2.5880 5.3213 23.0183 23.0183
## [545] 23.0183 5.3213 5.3213 5.3213 5.3213 0.6550 2.5880 2.5880
## [553] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [561] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 5.3213
## [569] 5.3213 5.3213 2.5880 2.5880 2.5880 2.5880 2.5880 5.3213
## [577] 5.3213 5.3213 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [585] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [593] 2.5880 2.5880 2.5880 2.5880 5.3213 5.3213 5.3213 5.3213
## [601] 5.3213 5.3213 23.0183 23.0183 6.4650 6.4650 6.4650 6.4650
## [609] 2.5763 2.5763 2.5763 2.5763 4.5520 4.5520 4.5520 4.5520
## [617] 4.5520 4.5520 4.5520 4.5520 4.5520 2.5763 2.5763 2.5763
## [625] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [633] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [641] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [649] 2.5763 5.3330 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [657] 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [665] 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 1.8070 1.8070
## [673] 1.7940 1.7940 1.7940 2.5763 2.5763 2.5763 2.5763 2.5763
## [681] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [689] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [697] 2.5763 2.5763 2.5763 2.5763 2.5763 1.8070 1.8070 1.8070
## [705] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [713] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [721] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [729] 1.8070 1.8070 1.8070 1.8070 1.8070 1.0250 1.0250 1.0250
## [737] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [745] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [753] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [761] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [769] 2.5763 2.5763 2.5763 2.5880 2.5880 2.5880 2.5763 2.5763
## [777] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [785] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [793] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5763 2.5763
## [801] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5763 2.5763 2.5763
## [809] 2.5763 2.5763 2.5763 1.8070 1.8070 1.8070 1.8070 1.8070
## [817] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [825] 1.8070 1.8070 2.5763 2.5763 2.5763 2.5763 2.5763 1.8070
## [833] 1.8070 1.8070 1.8070 1.8070 5.3213 5.3213 5.3213 1.8070
## [841] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [849] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 2.5763 2.5763
## [857] 2.5763 2.5763 2.5763 1.8070 1.8070 1.8070 1.8070 1.8070
## [865] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [873] 1.0250 1.0250 1.0250 0.7820 1.0250 1.0250 2.5763 2.5763
## [881] 2.5763 2.5763 2.5763 1.8070 2.5880 2.5880 2.5880 2.5880
## [889] 2.5880 2.5880 2.5880 2.5880 2.5880 0.0117 0.0117 0.0117
## [897] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [905] 2.5763 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [913] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [921] 2.5880 2.5880 2.5880 0.0117 0.0117 0.0117 0.0117 0.0117
## [929] 0.0117 0.0117 0.0117 0.0117 2.5880 2.5880 2.5880 2.5880
## [937] 2.5880 2.5880 2.5880 2.5763 2.5763 2.5763 2.5763 2.5763
## [945] 0.0117 0.0117 0.0117 2.5880 2.5880 2.5880 2.5880 0.0117
## [953] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [961] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [969] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [977] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [985] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [993] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [1001] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [1009] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [1017] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [1025] 2.5763 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [1033] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [1041] 0.0117 0.0117 0.0117 0.0117 2.5763 2.5763 2.5763 2.5763
## [1049] 2.5763 2.5763 2.5763 2.5763 2.5763 0.0117 0.0117 0.0117
## [1057] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [1065] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [1073] 0.0117 0.0117 0.0117 0.0117 0.0117 2.5880 2.5880 2.5880
## [1081] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [1089] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [1097] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [1105] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [1113] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [1121] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [1129] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [1137] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [1145] 2.5880 2.5880 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [1153] 2.5763 2.5763 2.5763 5.3213 5.3213 5.3213 5.3213 5.3213
## [1161] 5.3213 5.3213 5.3213 5.3213 0.7693 0.7693 0.7693 0.7693
## [1169] 0.7693 0.7693 0.7693 0.7693 0.7693 0.7693 0.7693 0.7693
## [1177] 0.7693 0.7693 0.7693 0.7693 0.7693 0.7693 0.7693 0.7693
## [1185] 0.7693 0.7693 0.7693 0.7693 0.7693 0.7693 0.7693 0.7693
## [1193] 0.7693 0.7693 0.7693 0.7693 0.7820 0.7820 0.7820 0.7820
## [1201] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1209] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1217] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1225] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1233] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1241] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 2.8190 2.8190
## [1249] 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190
## [1257] 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190
## [1265] 2.8190 2.8190 2.8190 1.0250 1.0250 1.0250 1.0250 1.0250
## [1273] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 0.7820
## [1281] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1289] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1297] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1305] 0.7820 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [1313] 1.0250 1.0250 1.0250 1.7940 1.7940 1.7940 1.7940 1.7940
## [1321] 1.7940 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1329] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1337] 0.7820 0.7820 0.7820 0.7820 1.0250 1.0250 1.0250 1.0250
## [1345] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [1353] 1.0250 1.0250 1.0250 1.8070 1.8070 1.8070 1.8070 1.8070
## [1361] 1.8070 1.8070 1.8070 1.8070 2.8190 2.8190 2.8190 2.8190
## [1369] 2.8190 2.8190 2.8190 0.7820 0.7820 0.7820 0.7820 0.7820
## [1377] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1385] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1393] 0.7820 0.7820 0.7820 0.7820 0.7820 0.1143 2.8190 2.8190
## [1401] 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190
## [1409] 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190
## [1417] 2.8190 2.8190 2.8190 2.8190 1.0250 1.0250 1.0250 1.0250
## [1425] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [1433] 1.0250 5.3213 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190
## [1441] 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190
## [1449] 2.8190 2.8190 2.8190 2.8190 0.7820 0.7820 0.7820 0.7820
## [1457] 0.7820 0.7820 0.7820 0.7820 0.7820 2.8190 2.8190 2.8190
## [1465] 2.8190 2.8190 2.8190 2.8190 1.8070 1.8070 1.8070 1.8070
## [1473] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 0.7820 0.7820
## [1481] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1489] 0.7820 0.7820 0.7820 0.7820 0.7820 0.1143 0.1143 1.0250
## [1497] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [1505] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [1513] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [1521] 1.0250 1.0250 1.0250 1.0250 5.3213 1.0250 1.0250 1.0250
## [1529] 1.0250 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1537] 0.7820 0.7820 0.7820 1.0250 1.0250 1.0250 1.0250 1.0250
## [1545] 1.0250 1.0250 1.0250 1.0250 0.7820 0.7820 0.7820 0.7820
## [1553] 0.7820 0.7820 0.7820 2.8190 2.8190 2.8190 2.8190 1.0250
## [1561] 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 2.5763 2.5763
## [1569] 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [1577] 5.3213 5.3213 1.0250 5.3213 5.3213 5.3213 5.3213 5.3213
## [1585] 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [1593] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1601] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 2.8190 2.8190
## [1609] 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190
## [1617] 2.8190 2.8190 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1625] 0.7820 0.7820 0.7820 0.7820 0.7820 2.8190 2.8190 2.8190
## [1633] 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190
## [1641] 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190
## [1649] 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190
## [1657] 2.8190 5.3213 5.3213 2.5763 0.7820 0.7820 0.7820 0.7820
## [1665] 0.7820 0.7820 0.7820 5.3213 5.3213 5.3213 5.3213 5.3213
## [1673] 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 0.7820
## [1681] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1689] 0.7820 0.7820 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190
## [1697] 2.8190 2.8190 2.8190 2.8190 2.8190 0.7820 0.7820 0.7820
## [1705] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 5.3213 5.3213
## [1713] 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [1721] 5.3213 4.5520 4.5520 4.5520 4.5520 4.5520 4.5520 4.5520
## [1729] 4.5520 4.5520 4.5520 4.5520 5.3213 1.0250 4.5520 4.5520
## [1737] 4.5520 4.5520 4.5520 4.5520 4.5520 4.5520 0.7820 0.7820
## [1745] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1753] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1761] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1769] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 5.3213
## [1777] 5.3213 5.3213 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [1785] 1.0250 1.0250 1.0250 2.8190 2.8190 2.8190 2.8190 2.8190
## [1793] 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190 2.8190
## [1801] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1809] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1817] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1825] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1833] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1841] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1849] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1857] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1865] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1873] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1881] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1889] 2.8190 2.8190 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1897] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1905] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1913] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1921] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1929] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1937] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1945] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1953] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1961] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1969] 0.7820 0.7820 0.7820 4.5520 4.5520 4.5520 0.7820 0.7820
## [1977] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [1985] 0.7820 0.7820 5.3213 5.3213 4.5520 0.7820 0.7820 4.5520
## [1993] 4.5520 4.5520 4.5520 4.5520 4.5520 4.5520 4.5520 4.5520
## [2001] 4.5520 4.5520 4.5520 4.5520 4.5520 4.5520 4.5520 4.5520
## [2009] 4.5520 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [2017] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [2025] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 1.0250
## [2033] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [2041] 1.0250 1.0250 1.0250 1.0250 1.0250 2.5763 2.5763 2.5763
## [2049] 2.5763 2.5763 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [2057] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [2065] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [2073] 1.8070 1.8070 1.8070 1.8070 1.8070 2.5763 2.5763 2.5763
## [2081] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2089] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2097] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2105] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2113] 2.5763 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [2121] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2129] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2137] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2145] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2153] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 1.0250
## [2161] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 2.5763
## [2169] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2177] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 1.0250
## [2185] 1.0250 1.0250 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2193] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2201] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5880 2.5880
## [2209] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5763
## [2217] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 0.0117 0.0117
## [2225] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2233] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2241] 0.0117 2.5763 2.5763 2.5763 2.5763 0.0117 0.0117 0.0117
## [2249] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2257] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2265] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [2273] 2.5880 2.5880 2.5880 2.5880 1.0250 1.0250 0.0117 0.0117
## [2281] 0.0117 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [2289] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2297] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 0.0117 0.0117
## [2305] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2313] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2321] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2329] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2337] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2345] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2353] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2361] 0.0117 0.0117 0.0117 0.0117 2.5880 2.5880 2.5880 2.5880
## [2369] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [2377] 2.5880 2.5880 2.5880 0.0117 0.0117 0.0117 0.0117 0.0117
## [2385] 0.0117 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2393] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2401] 2.5763 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [2409] 2.5880 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2417] 0.0117 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [2425] 5.3213 5.3213 5.3213 5.3213 5.3213 2.5763 2.5763 2.5763
## [2433] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2441] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2449] 2.5763 2.5763 2.5763 2.5763 0.7820 0.7820 0.7820 0.7820
## [2457] 0.7820 0.7820 1.0250 1.0250 1.0250 1.8070 1.8070 1.8070
## [2465] 1.8070 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [2473] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [2481] 1.0250 1.0250 2.5763 2.5763 2.5763 0.7820 0.7820 0.7820
## [2489] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [2497] 0.7820 4.5520 4.5520 4.5520 4.5520 4.5520 0.7820 0.7820
## [2505] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [2513] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [2521] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [2529] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [2537] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [2545] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 4.5520
## [2553] 0.7820 0.7820 0.7820 1.0250 1.0250 1.0250 1.0250 2.5880
## [2561] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [2569] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [2577] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [2585] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [2593] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 0.0117 0.0117
## [2601] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2609] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2617] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [2625] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [2633] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 0.0117 0.0117
## [2641] 0.0117 5.3213 5.3213 5.3213 0.0117 2.5880 2.5880 2.5880
## [2649] 2.5880 2.5880 5.3213 5.3213 5.3213 5.3213 0.0117 0.0117
## [2657] 0.0117 5.3213 5.3213 2.5880 2.5880 2.5880 2.5880 2.5880
## [2665] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [2673] 2.5880 2.5880 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [2681] 5.3213 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [2689] 2.5880 2.5880 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2697] 5.3213 0.0117 0.0117 0.0117 5.3213 5.3213 0.0117 0.0117
## [2705] 0.0117 5.3213 2.5880 2.5880 2.5880 2.5880 2.5880 0.6550
## [2713] 0.6550 0.6550 0.6550 0.6550 5.3213 5.3213 5.3213 2.5880
## [2721] 2.5880 2.5880 2.5880 2.5880 5.3213 5.3213 5.3213 2.5880
## [2729] 2.5880 5.3213 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [2737] 6.4650 6.4650 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2745] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [2753] 6.4650 6.4650 6.4650 6.4650 6.4650 6.4650 6.4650 0.0117
## [2761] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [2769] 0.0117 6.4650 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [2777] 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [2785] 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [2793] 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [2801] 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213
## [2809] 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 5.3213 1.0250
## [2817] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 5.3213
## [2825] 5.3213 5.3213 5.3213 5.3213 5.3213 0.7820 1.7940 1.7940
## [2833] 1.7940 1.7940 1.7940 1.7940 1.0250 1.0250 1.0250 1.8070
## [2841] 1.8070 1.8070 1.8070 2.5763 2.5763 2.5763 2.5763 2.5763
## [2849] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 1.8070
## [2857] 1.8070 1.8070 1.8070 1.8070 1.8070 2.5763 1.8070 1.8070
## [2865] 1.8070 1.8070 1.8070 1.8070 0.7820 0.7820 0.7820 0.7820
## [2873] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [2881] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.8070
## [2889] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [2897] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [2905] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [2913] 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250 1.0250
## [2921] 1.0250 1.0250 1.0250 1.0250 1.8070 1.8070 1.8070 1.8070
## [2929] 1.8070 1.8070 1.8070 1.8070 1.8070 2.5880 2.5880 2.5880
## [2937] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [2945] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [2953] 1.8070 1.8070 0.7693 0.7693 1.8070 1.8070 1.8070 1.8070
## [2961] 1.8070 1.8070 0.7693 0.7693 1.8070 1.8070 1.8070 1.8070
## [2969] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [2977] 1.8070 0.7693 0.7693 1.8070 1.8070 1.8070 1.8070 1.8070
## [2985] 0.7693 0.7693 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [2993] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 0.1143
## [3001] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3009] 0.1143 0.1143 0.0117 0.0117 1.8070 1.8070 1.8070 0.1143
## [3017] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3025] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3033] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3041] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3049] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3057] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3065] 0.1143 0.1143 0.1143 0.1143 0.1143 1.8070 1.8070 1.8070
## [3073] 0.6550 2.5763 2.5763 2.5763 2.5763 2.5763 0.6550 0.6550
## [3081] 0.6550 2.5763 2.5763 2.5763 2.5763 0.1143 1.8070 1.8070
## [3089] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [3097] 2.5763 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550 2.5763
## [3105] 2.5763 2.5763 2.5763 2.5763 0.6550 2.5763 1.8070 1.8070
## [3113] 2.5763 2.5763 2.5763 3.1883 3.1883 3.1883 3.1883 3.1883
## [3121] 23.0183 3.1883 3.1883 3.1883 3.1883 0.1143 3.1883 3.1883
## [3129] 3.1883 3.1883 3.1883 1.8070 1.8070 1.8070 1.8070 1.8070
## [3137] 1.8070 1.8070 1.8070 1.8070 2.4620 5.3213 5.3213 0.6550
## [3145] 2.5763 2.5763 2.5763 2.5763 1.8070 1.8070 1.8070 1.8070
## [3153] 1.8070 1.8070 1.8070 1.8070 1.8070 0.6550 0.6550 0.6550
## [3161] 0.6550 0.6550 1.8070 1.8070 1.8070 0.6550 0.6550 2.5763
## [3169] 2.5763 5.3213 5.3213 5.3213 5.3213 0.6550 0.6550 5.3213
## [3177] 5.3213 5.3213 2.5880 1.8070 1.8070 1.8070 1.8070 1.8070
## [3185] 0.6550 0.1143 1.8070 0.6550 0.6550 0.6550 0.6550 0.6550
## [3193] 0.6550 0.6550 2.5763 2.5763 2.5763 2.5763 2.5763 0.6550
## [3201] 0.6550 0.6550 0.6550 0.6550 2.5763 2.5763 2.5880 2.5880
## [3209] 2.5880 2.5880 5.3213 5.3213 2.5763 2.5763 0.1143 0.1143
## [3217] 0.1143 0.1143 2.5763 1.8070 1.8070 0.7693 1.8070 2.5763
## [3225] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 1.8070
## [3233] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [3241] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [3249] 1.8070 1.8070 1.8070 1.8070 1.8070 5.3213 1.8070 1.8070
## [3257] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [3265] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [3273] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 0.6550
## [3281] 0.6550 0.6550 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [3289] 2.8190 2.8190 2.8190 2.8190 1.0250 1.0250 5.3213 2.8190
## [3297] 5.3213 0.7820 2.8190 1.0250 1.0250 5.3213 0.7820 1.0250
## [3305] 2.4620 0.1143 0.1143 2.5763 2.5763 2.5763 2.5763 2.5763
## [3313] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 1.8070 1.8070
## [3321] 5.3213 5.3213 5.3213 1.8070 2.5763 2.5763 1.8070 1.8070
## [3329] 1.8070 1.8070 0.6550 1.8070 1.8070 1.8070 1.8070 1.8070
## [3337] 2.5763 0.6550 0.6550 1.8070 2.5763 2.5763 2.5763 2.5763
## [3345] 1.8070 1.8070 1.8070 0.6550 0.6550 0.7693 0.7693 1.8070
## [3353] 1.8070 0.7820 0.7820 0.7820 5.3213 5.3213 5.3213 2.5763
## [3361] 2.5763 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550 5.3213
## [3369] 5.3213 5.3213 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [3377] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [3385] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 2.5763 1.8070
## [3393] 0.6550 2.5763 2.5763 2.5763 2.5763 0.6550 0.6550 0.6550
## [3401] 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550
## [3409] 1.8070 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550
## [3417] 0.6550 0.7693 0.7693 0.1143 0.1143 0.1143 0.1143 0.6550
## [3425] 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550 2.5763
## [3433] 2.5763 2.5763 2.5763 0.7693 0.7693 0.7693 0.7693 0.7693
## [3441] 0.7693 0.7693 0.7693 2.5763 2.5763 0.6550 0.6550 0.6550
## [3449] 0.6550 0.1143 0.1143 0.1143 0.1143 0.1143 0.0117 0.6550
## [3457] 0.6550 0.6550 0.6550 0.6550 0.6550 0.7693 0.7693 0.6550
## [3465] 0.6550 0.6550 0.6550 2.5763 2.5763 0.6550 0.6550 0.6550
## [3473] 1.8070 1.8070 1.8070 1.8070 5.3213 5.3213 5.3213 5.3213
## [3481] 5.3213 5.3213 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070
## [3489] 1.8070 1.8070 1.8070 1.8070 1.8070 0.7820 0.7820 0.7820
## [3497] 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820 0.7820
## [3505] 0.7820 0.7820 0.7820 0.7820 0.7820 5.3213 1.8070 1.8070
## [3513] 1.8070 1.8070 1.8070 0.6550 2.5763 2.5763 0.1143 0.1143
## [3521] 0.1143 0.1143 0.1143 0.6550 1.8070 1.8070 1.8070 5.3213
## [3529] 5.3213 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [3537] 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550
## [3545] 0.6550 0.6550 1.8070 5.3213 0.6550 0.6550 2.4620 0.6550
## [3553] 0.6550 0.6550 1.8070 2.4620 5.3213 0.7820 0.7820 0.7820
## [3561] 0.7820 1.8070 0.7820 0.7820 0.7820 0.7820 0.6550 0.6550
## [3569] 0.6550 0.6550 0.6550 0.6550 0.6550 2.4620 0.6550 0.6550
## [3577] 0.6550 0.6550 0.6550 0.6550 0.7693 2.5763 0.6550 0.6550
## [3585] 0.6550 0.6550 0.6550 2.5763 0.6550 0.6550 0.6550 0.6550
## [3593] 0.6550 0.6550 0.6550 0.6550 1.8070 1.8070 1.8070 2.4620
## [3601] 1.8070 1.8070 1.8070 1.8070 0.6550 0.6550 0.1143 1.8070
## [3609] 5.3213 5.3213 2.4620 5.3213 5.3213 5.3213 1.8070 1.8070
## [3617] 5.3213 0.6550 2.5763 5.3213 5.3213 5.3213 5.3213 5.3213
## [3625] 5.3213 5.3213 5.3213 5.3213 0.0117 2.5763 0.1143 2.5763
## [3633] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [3641] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [3649] 2.5763 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [3657] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [3665] 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [3673] 0.0117 0.0117 0.0117 2.5763 2.5763 2.5763 2.5763 2.5763
## [3681] 2.5763 0.2880 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550
## [3689] 0.6550 0.6550 1.8070 2.8190 0.7820 1.8070 1.8070 1.8070
## [3697] 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 1.8070 2.5763
## [3705] 0.1143 2.5763 2.5763 0.0117 0.0117 0.1143 0.1143 0.1143
## [3713] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.0117 0.0117
## [3721] 0.1143 0.0117 0.1143 0.0117 0.1143 0.6550 0.6550 0.6550
## [3729] 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550
## [3737] 0.6550 0.6550 0.6550 0.6550 0.6550 0.6550 0.1143 0.1143
## [3745] 0.1143 0.1143 0.1143 0.1143 2.5763 0.6550 2.5763 0.6550
## [3753] 0.1143 0.1143 0.1143 0.1143 0.2880 0.1143 0.1143 1.8070
## [3761] 1.8070 1.8070 0.1143 0.1143 1.8070 0.6550 1.8070 0.6550
## [3769] 0.6550 1.8070 1.8070 1.8070 1.8070 0.6550 1.8070 1.8070
## [3777] 1.8070 0.1143 0.1143 0.1143 0.1143 0.1143 0.0117 0.0117
## [3785] 0.1143 0.1143 0.2880 0.2880 1.8070 2.5880 0.6550 2.5763
## [3793] 2.5763 0.6550 2.5763 0.1143 0.1143 0.1143 0.1143 0.1143
## [3801] 0.1143 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [3809] 0.0117 0.0117 2.5763 0.1143 0.1143 0.1143 0.1143 2.5763
## [3817] 2.5763 2.5763 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3825] 0.1143 2.5763 0.0117 0.0117 0.6550 0.6550 0.6550 0.1143
## [3833] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3841] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3849] 0.0117 0.0117 2.5763 0.1143 0.1143 0.1143 0.1143 2.5880
## [3857] 2.5763 2.5880 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3865] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1260 0.1260
## [3873] 0.1143 2.5763 0.1143 0.1143 0.0117 0.1260 0.0117 0.1260
## [3881] 0.1260 0.1143 0.1143 0.1143 0.1143 1.8070 1.8070 1.8070
## [3889] 1.8070 1.8070 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3897] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.6550
## [3905] 2.5763 2.5763 0.1143 2.5763 0.1143 2.5880 3.5883 2.5763
## [3913] 2.5763 2.5763 2.5763 2.5880 2.5763 2.5763 0.1143 2.5763
## [3921] 2.5763 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117 0.0117
## [3929] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3937] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3945] 0.1143 0.6550 0.6550 2.5763 2.5763 0.1143 0.1143 0.1143
## [3953] 0.1143 0.0117 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3961] 0.1143 2.5763 0.1260 0.1260 2.5763 2.5763 2.5763 2.5763
## [3969] 2.5763 2.5763 2.5763 2.5763 2.5763 0.0117 0.0117 0.0117
## [3977] 0.0117 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [3985] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880
## [3993] 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5880 2.5763
## [4001] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [4009] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [4017] 0.1143 0.1143 0.1143 0.1143 0.1143 0.6550 0.6550 2.5763
## [4025] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [4033] 2.5763 2.5763 2.5763 2.5763 2.5763 0.1143 0.1143 0.1143
## [4041] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [4049] 0.1143 0.1143 0.6550 0.6550 0.0117 0.0117 0.0117 0.6550
## [4057] 0.6550 0.6550 0.1143 0.1143 0.1143 0.1143 1.5000 0.1143
## [4065] 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763 2.5763
## [4073] 0.1143 1.8070 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [4081] 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143 0.1143
## [4089] 0.1143 0.1143
pbdb_temp_range(bovidae, rank = "species")
## max min
## Gazella janenschi 23.0300 0.0000
## Redunca maupasi 23.0300 0.0000
## Kobus sigmoidalis 7.2460 0.0000
## Tragelaphus nakuae 7.2460 0.0000
## Antidorcas recki 5.3330 0.0000
## Damaliscus eppsi 5.3330 0.0000
## Hippotragus leucophaeus 5.3330 0.0000
## Megalotragus isaaci 5.3330 0.0000
## Parmularius augusticornis 5.3330 0.0000
## Syncerus acoelotus 5.3330 0.0000
## Kobus kob 5.3330 0.0000
## Connochaetes taurinus 5.3330 0.0000
## Antidorcas marsupialis 5.3330 0.0000
## Gazella granti 5.3330 0.0000
## Oryx gazella 5.3330 0.0000
## Hippotragus equinus 5.3330 0.0000
## Redunca arundinum 5.3330 0.0000
## Aepyceros melampus 5.3330 0.0000
## Tragelaphus scriptus 5.3330 0.0000
## Tragelaphus strepsiceros 5.3330 0.0000
## Taurotragus oryx 5.3330 0.0000
## Damaliscus dorcas 5.3330 0.0000
## Tragelaphus angasi 5.3330 0.0000
## Beatragus antiquus 5.3330 0.0117
## Damalops sidihakomai 5.3330 0.0117
## Gallogoral meneghinii 5.3330 0.0117
## Hesperidoceras merlae 5.3330 0.0117
## Leptobos etruscus 5.3330 0.0117
## Megalovis guangxiensis 5.3330 0.0117
## Menelikia lyrocera 5.3330 0.0117
## Oreotragus major 5.3330 0.0117
## Pliotragus ardeus 5.3330 0.0117
## Procamptoceras brivatense 5.3330 0.0117
## Praeovibos priscus 5.3330 0.0117
## Gazellospira torticornis 5.3330 0.0117
## Procamptoceros brivatense 5.3330 0.0117
## Pelorovis oldowayensis 5.3330 0.0117
## Pelorovis turkanensis 5.3330 0.0117
## Connochaetes gentryi 5.3330 0.0117
## Makapania broomi 5.3330 0.7810
## Neotragocerus lindgreni 4.9000 1.8000
## Sinocapra willdownsi 4.9000 1.8000
## Kobus ellipsiprymnus 3.6000 0.0000
## Aepyceros shungurae 3.6000 0.0117
## Caprinae indeterminate 3.6000 0.0117
## Tragelaphus gaudryi 3.6000 0.7810
## Alcelaphini indet. medium 3.6000 0.7810
## Alcelaphus lelwell 2.5880 0.0000
## Antilope cevicapra 2.5880 0.0000
## Bison schoetensacki 2.5880 0.0000
## Bos primigenius 2.5880 0.0000
## Madoqua kirki 2.5880 0.0000
## Bison antiquus 2.5880 0.0000
## Bison bison 2.5880 0.0000
## Euceratherium collinum 2.5880 0.0000
## Ovibos moschatus 2.5880 0.0000
## Ovis canadensis 2.5880 0.0000
## Symbos cavifrons 2.5880 0.0000
## Ovis ammon 2.5880 0.0000
## Capra hircus 2.5880 0.0000
## Ovis aries 2.5880 0.0000
## Bos taurus 2.5880 0.0000
## Pelorovis antiquus 2.5880 0.0000
## Connochaetes gnou 2.5880 0.0000
## Cephalophus monticola 2.5880 0.0000
## Gazella dorcas 2.5880 0.0000
## Gazella rufifrons 2.5880 0.0000
## Raphicerus sharpei 2.5880 0.0000
## Raphicerus campestris 2.5880 0.0000
## Raphicerus melanotis 2.5880 0.0000
## Hippotragus niger 2.5880 0.0000
## Alcelaphus lichtensteini 2.5880 0.0000
## Alcelaphus buselaphus 2.5880 0.0000
## Capra aegagrus 2.5880 0.0000
## Redunca redunca 2.5880 0.0000
## Redunca fulvorufula 2.5880 0.0000
## Neotragus batesi 2.5880 0.0000
## Tragelaphus eurycerus 2.5880 0.0000
## Syncerus caffer 2.5880 0.0000
## Bubalus cebuensis 2.5880 0.0000
## Gazella thomsoni 2.5880 0.0000
## Sylvicapra grimmia 2.5880 0.0000
## Gazella soemmerringi 2.5880 0.0000
## Oreotragus oreotragus 2.5880 0.0000
## Dama nestii 2.5880 0.0117
## Bovidae indet. Hippo./Reduncini 2.5880 0.0117
## Bibos geron 2.5880 0.0117
## Capra alba 2.5880 0.0117
## Hemitragus bonali 2.5880 0.0117
## Ovis antiqua 2.5880 0.0117
## Rabaticeras porrocornutus 2.5880 0.0117
## Spirocerus wongi 2.5880 0.0117
## Bison kansensis 2.5880 0.0117
## Bison latifrons 2.5880 0.0117
## Bison priscus 2.5880 0.0117
## Bootherium bombifrons 2.5880 0.0117
## Soergelia elisabethae 2.5880 0.0117
## Superbison crassicornis 2.5880 0.0117
## Sus americana 2.5880 0.0117
## Capra ibex 2.5880 0.0117
## Dama mesopotamica 2.5880 0.0117
## Dama dama 2.5880 0.0117
## Gazella leptoceros 2.5880 0.0117
## Gazella cuvieri 2.5880 0.0117
## Gazella dama 2.5880 0.0117
## Litocranius walleri 2.5880 0.0117
## Beatragus hunteri 2.5880 0.0117
## Rupicapra rupicapra 2.5880 0.0117
## Myotragus balearicus 2.5880 0.0117
## Anoa depressicornis 2.5880 0.0117
## Bubalus palaeokerabau 2.5880 0.0117
## Gazella gazella 2.5880 0.0117
## Oryx beisa 2.5880 0.0117
## Cephalophus sylvicultor 2.5880 0.0117
## Soergelia brigittae 2.5880 0.1260
## Hemitragus jemlahicus 2.5880 0.1260
## Deperetia ardea 2.5880 0.7810
## Bos bubaloides 2.5880 0.7810
## Gazella pomeli 2.5880 0.7810
## Tragelaphini indet.-lg 2.5880 0.7810
## Tragelaphus imberbis 2.5880 1.8060
## Taurotragus arkelli 1.8060 0.7810
## Damaliscus agelaius 1.8060 0.7810
## Bison alaskensis 1.8000 0.0117
## Oreamnos americanus 1.8000 0.0117
## Oreamnos harringtoni 1.8000 0.0117
## Euceratherium americanum 1.8000 0.3000
## Soergelia mayfieldi 1.8000 0.3000
## Bubalus bubalus 0.7810 0.0117
## Saiga tatarica 0.7810 0.0117
## Capricornis sumatraensis 0.7810 0.0117
## Bubalus bubalis 0.7810 0.0117
## Praeovibos schmidtgeni 0.7810 0.1260
## Symbos convexifrons 0.7810 0.1260
## Gazella subgutturosa 0.7810 0.1260
## Bubalus palaeindicus 0.1260 0.0000
## Ovibos pallantis 0.1260 0.0117
## Bison alleni 0.1260 0.0117
## Bison chaneyi 0.1260 0.0117
## Bison crassicornis 0.1260 0.0117
## Bison occidentalis 0.1260 0.0117
## Bison taylori 0.1260 0.0117
## Euceratherium bizzelli 0.1260 0.0117
## Haplocerus montanus 0.1260 0.0117
## Ovis catclawensis 0.1260 0.0117
## Ovis dalli 0.1260 0.0117
## Preptoceras sinclairi 0.1260 0.0117
## Saiga ricei 0.1260 0.0117
## Symbos promptus 0.1260 0.0117
## Taurotragus americanus 0.1260 0.0117
## Cervus dama 0.1260 0.0117
## Budorcas taxicolor 0.1260 0.0117
## Naemorhedus goral 0.1260 0.0117
## Capricornis crispus 0.1260 0.0117
## Ovis auduboni 0.1260 0.0117
## Bubalus teilhardi 0.1260 0.0117
## Bubalus youngi 0.1260 0.0117
## Cephalophus sylvicultur 0.0117 0.0000
## Bos indicus 0.0117 0.0000
## Cephalophus rufilatus 0.0117 0.0000
## Cephalophus leucogaster 0.0117 0.0000
## Oryx dammah 0.0117 0.0000
## Kobus defassa 0.0117 0.0000
## Damaliscus korrigum 0.0117 0.0000