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README.html
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<body>
<h1>paleobiologyDB</h1>
<h2>Exploring the new R API to the paleobiologyDB.</h2>
<p>Preliminary loading of required packages. </p>
<pre><code class="r">library(devtools)
library(maps)
library(raster)
if (!require(paleobioDB)) {
install_github("ropensci/paleobioDB")
library(paleobioDB)
}
</code></pre>
<p>Now we get all PaleobioDB occurrences for Quaternary bovids. </p>
<pre><code class="r">bovidae <- pbdb_occurrences(limit = "all", base_name = "bovidae", interval = "Quaternary",
show = c("coords", "phylo", "ident"))
head(bovidae)
</code></pre>
<pre><code>## 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>
</code></pre>
<h2>Map the bovids</h2>
<pre><code class="r">pbdb_map(bovidae)
</code></pre>
<p><img 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" alt="plot of chunk map"/> </p>
<h2>Map the richness</h2>
<pre><code class="r">pbdb_map_richness(bovidae, res = 3, rank = "species")
</code></pre>
<p><img 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QMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGDBgwYMCAAQMGPjA85wABulmqDAAAAABJRU5ErkJggg==" alt="plot of chunk richness"/> <img src="data:image/png;base64,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" alt="plot of chunk richness"/> </p>
<pre><code>## 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)
</code></pre>
<h2>Map sampling effort</h2>
<pre><code class="r">pbdb_map_occur(bovidae, res = 2)
</code></pre>
<p><img src="data:image/png;base64,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" alt="plot of chunk samplingeffort"/> <img src="data:image/png;base64,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" alt="plot of chunk samplingeffort"/> </p>
<pre><code>## 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)
</code></pre>
<h2>Plot the number of subtaxa in the data set</h2>
<pre><code class="r">pbdb_subtaxa(bovidae, do.plot = TRUE)
</code></pre>
<p><img 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" alt="plot of chunk plotsubtaxa"/> </p>
<pre><code>## species genera families orders classes phyla
## 1 164 86 1 1 1 1
</code></pre>
<h2>Origins and Extinctions</h2>
<pre><code class="r">pbdb_orig_ext(bovidae, rank = "species", orig_ext = 1, temporal_extent = c(0,
10), res = 1)
</code></pre>
<p><img 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" alt="plot of chunk origextinct"/> </p>
<pre><code>## 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
</code></pre>
<pre><code class="r">pbdb_orig_ext(bovidae, rank = "species", orig_ext = 2, temporal_extent = c(0,
10), res = 1)
</code></pre>
<p><img 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" alt="plot of chunk origextinct"/> </p>
<pre><code>## 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
</code></pre>
<h2>Temporal resolution</h2>
<pre><code class="r">pbdb_temporal_resolution(bovidae)
</code></pre>
<p><img 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" alt="plot of chunk temporalres"/> </p>
<pre><code>## $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
</code></pre>
<h2>Temporal range</h2>
<pre><code class="r">pbdb_temp_range(bovidae, rank = "species")
</code></pre>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAfgAAAH4CAYAAACmKP9/AAAEJGlDQ1BJQ0MgUHJvZmlsZQAAOBGFVd9v21QUPolvUqQWPyBYR4eKxa9VU1u5GxqtxgZJk6XtShal6dgqJOQ6N4mpGwfb6baqT3uBNwb8AUDZAw9IPCENBmJ72fbAtElThyqqSUh76MQPISbtBVXhu3ZiJ1PEXPX6yznfOec7517bRD1fabWaGVWIlquunc8klZOnFpSeTYrSs9RLA9Sr6U4tkcvNEi7BFffO6+EdigjL7ZHu/k72I796i9zRiSJPwG4VHX0Z+AxRzNRrtksUvwf7+Gm3BtzzHPDTNgQCqwKXfZwSeNHHJz1OIT8JjtAq6xWtCLwGPLzYZi+3YV8DGMiT4VVuG7oiZpGzrZJhcs/hL49xtzH/Dy6bdfTsXYNY+5yluWO4D4neK/ZUvok/17X0HPBLsF+vuUlhfwX4j/rSfAJ4H1H0qZJ9dN7nR19frRTeBt4Fe9FwpwtN+2p1MXscGLHR9SXrmMgjONd1ZxKzpBeA71b4tNhj6JGoyFNp4GHgwUp9qplfmnFW5oTdy7NamcwCI49kv6fN5IAHgD+0rbyoBc3SOjczohbyS1drbq6pQdqumllRC/0ymTtej8gpbbuVwpQfyw66dqEZyxZKxtHpJn+tZnpnEdrYBbueF9qQn93S7HQGGHnYP7w6L+YGHNtd1FJitqPAR+hERCNOFi1i1alKO6RQnjKUxL1GNjwlMsiEhcPLYTEiT9ISbN15OY/jx4SMshe9LaJRpTvHr3C/ybFYP1PZAfwfYrPsMBtnE6SwN9ib7AhLwTrBDgUKcm06FSrTfSj187xPdVQWOk5Q8vxAfSiIUc7Z7xr6zY/+hpqwSyv0I0/QMTRb7RMgBxNodTfSPqdraz/sDjzKBrv4zu2+a2t0/HHzjd2Lbcc2sG7GtsL42K+xLfxtUgI7YHqKlqHK8HbCCXgjHT1cAdMlDetv4FnQ2lLasaOl6vmB0CMmwT/IPszSueHQqv6i/qluqF+oF9TfO2qEGTumJH0qfSv9KH0nfS/9TIp0Wboi/SRdlb6RLgU5u++9nyXYe69fYRPdil1o1WufNSdTTsp75BfllPy8/LI8G7AUuV8ek6fkvfDsCfbNDP0dvRh0CrNqTbV7LfEEGDQPJQadBtfGVMWEq3QWWdufk6ZSNsjG2PQjp3ZcnOWWing6noonSInvi0/Ex+IzAreevPhe+CawpgP1/pMTMDo64G0sTCXIM+KdOnFWRfQKdJvQzV1+Bt8OokmrdtY2yhVX2a+qrykJfMq4Ml3VR4cVzTQVz+UoNne4vcKLoyS+gyKO6EHe+75Fdt0Mbe5bRIf/wjvrVmhbqBN97RD1vxrahvBOfOYzoosH9bq94uejSOQGkVM6sN/7HelL4t10t9F4gPdVzydEOx83Gv+uNxo7XyL/FtFl8z9ZAHF4bBsrEwAAQABJREFUeAHsvQeYnFXZ//9M3ZnZnmySTTab3ntPdhNKAEOTJkUUEBVUQEBAVEBFXxEFlSYiIl26FKVJ7+mQ3knblE2y2d1sL7M7O/P/3JMNf8rr+yPGZPMM33NdN/c553lm9pnPhOs79yn3cRwVERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERABERCBA07Ac8D/ov6gCIiACIiACIjAvyUwderUJzwez5AEhZtaqT88c+bM2/7tC/7NBe+/6Ve3CIiACIiACIhAxxDo3tLScvqsWbPGIO4z0Pnji4uLv/mxR/GOGjUq/WPtZLVPnz6hPX0DBgxI8+9pyIuACIiACIiACBxcBIjcq6ZMmfI/fr//ep7sgWnTpv0AwT+Jeiv1NK4fib+TdiaWW1BQEMYvxforgoeCigiIgAiIgAgcRASGeb3eLvY848ePz/b5fL9C1IdZG+8hsp9RXV19AvXI5MmTi+g+nPobiP0xRPwttD/gnuMUwRsxFREQAREQARE4eAgEEXWviXs4HP5XPB5/BuG2CN1KjIj9ZfwuRD2XHwJp1MNcXz18+PAgfZXUF9uNWmRnFFREQAREQAREoEMJJO7iz2fZIxQVHXlqXd3QVdnZiwfQ3IZg+xDux1tbW58JBoNvW7ROfy02AbsUe4q+udzXFYvT/jbthxXBQ0JFBERABERABDqYwCn8/eSwvMeTcLKzl45ErKP0pSHW8/HHBQKBDOoL6K/Bj8D7iO67EcUHY7HYdfPmzZvDCvw6rkW45tccfAd/o/rzIiACIiACIgCBTwTc69b9cAeiPRSxbmNF/eVc/wA7kfYDWF/qnTBbSd9E+03EPxdx/xXCvgX7Lv0eCTwUVERABERABESggwlk7/77CcfjaXPS0srzWDn/MH2xtLQ0i+A3Idxl+P5YCaJ+EzaTPov8B1M/NxqNPka9mr5CfKHm4KGgIgIiIAIiIAIdSyBhq98D9gzFxYc7tbUjW+vrX8gqKSlpJjJfhGj3RcR/yeVvULf97jtra2vPyMzMfId2nGs2vL+Y+t3UG/DPSeAhoiICIiACIiACHUsg0czftxXxzsSJpzixWFYsEln/Pk3TaVtoN6WpqWl0KBT6Ce1jsXXYQsz2vZ/O9SjCvp56LmZD9zUaooeCigiIgAiIgAh0MIFk9G7P4PfX89820+fOCLeVCYj3rAULFlRQP57+J9jnfhq+P/0v0dcb/0hpaekZ9Nkq+h3YGkXwUFARAREQAREQgY4lkKjj72fYM7BNzlmy5O6yxsb+3dnbnr5ixYrGoqKis4ngn0tPT9/ELfWm+vi6tra237GK/mbqK7GdmM2/b8AqFMFDQUUEREAEREAEOphAZM/f93pbnZEjL+1KQpvFubm5LzAHfwMiPmPx4sXVdg9Z7MaTta4HUbtDQpxr6LLkNluJ6i2FrYl7Z0yJbgyCigiIgAiIgAh0LIFEE38/eVhMUdERiPjEaOfOs21rnB8hH4l9r7Gx8QUi+M30NWIxzGEf/HmI/x+pJhD5tdyXj7dV9pWf2HdnN6uIgAiIgAiIgAgccAIf6TEL7JxAoNpnT4BQm+i3IdpfZrvcPHwbov4BvgY/G29b53piW0zcsVep24K7Thqih4SKCIiACIiACHQwgY/0OJHwOhkZa0zgx2DDMIvYoySzuQBvw/U4ZxjD8+cg8Jajvs06KE20p+NvwYc+esPkJf1HBERABERABESgIwiYiDtebzNJbiqcaLSbDcGvJxJ/Db8R/ww2g+x2S/EWoVtKWktd29VeR7Eo3n4MBBF3G9afJYE3LCoiIAIiIAIi0LEE2hfZJXiKhLNs2e1tLKQbjVjbITT9EOxm6rOJ2q9jkd259D1J27bETcJbBH83/grMxN9S234y9611qIiACIiACIiACBxwApbo5qOV9Kyi94dCUxfRZznny7EAc+5HIuCFrKxfSzsXIf8As/3zdlzsmdS/R/0O6gOxIxXBQ0NFBERABERABDqYQHIFvQ3RW0lL2+5DpIdQ7Y69x7z7mbRbscUI/WjE/BX8i/R3ol7Pfvgb8cXcexq+hGsrJPDQUBEBERABERCBg4NAgpXzXqe8/Bgbdl+ArUfUz29ubrb97h7E+3pE/T7qE/BTuNaCNVI/G7uO/q6I+++p95XAQ0NFBERABERABA48gUQ/5tv/tNscO/u9vXg4US7ejJjnYQEsQYRei5D3QbxfY27+RG7MZMEdr02WHvy3ittG4t9A3A+n3vejfXe779F/RUAEREAEREAEDhABG37//qf/lq2Zy8t7LR1B742ZwM/OyMj4M76WRXZvk9nO9r7bKntLV2t75aPcZ36zvYZofwV75h1F8EZHRQREQAREQAQOPIHgp/+k39+AUPud2bPfnkWkHib/fD739Ea8JyLe1fh0UtKeSn0WYv8t2nYATW1VVdXx+BLu7Ye4P4RfK4GHgooIiIAIiIAIdACBwZ/+myyuQ+B9zqBB1w8lF/1cxPo57slByDdgaQzRv1VcXDyD+kD6R2NrsDAH0tic/XT6X8TfgcU1RA8FFREQAREQARHoAAI2zP6J0tzck2Q3UScnZ14mYh1kPt2PqK/DF+NvI2o/kf5TeJHlrre0tFb8/Bh4DL+Ta8zrOz+x1ymCNzQqIiACIiACInDgCSSz1338z8Zi6TQ9TkXFYdsZip/AML2lq92IbZ49e/bPEfBVDMWnYV2wAPc8SJ8X8bf98mFsGfXj8F0VwUNBRQREQAREQAQ6gEDWp/9mJLIp2dWt26s9e/SYtgjxtv3wJuB3Tpo0yfa8v0x9NhH66dx4bPvrffT/CPsW/adw/1j61yiCb6cjJwIiIAIiIAIHmEDlp/9eU1NBcg6+ouLQzQj2s6SlHYegWx767g0NDXWI91WIuO2JtyQ4ue2v30bfz6j34t413HsP9RwJfDsdOREQAREQARE4wAQ6f/rvxeMh9sDHnOzsD3og5ldmZ2e/inifiBWQovZM7i9jWL5bS0vLYVy38Xwr3dgT/xv8T+mbxJ5520bnkcAbGhUREAEREAEROPAEPjMHz652Iniv09LSrYlIfAXCPhnfE5tJBP86Aj6QffBbg8Hgs/TFx44daz8Eghwl+zKP/y51D6+pt48igT/wX6j+ogiIgAiIgAgYgWSims+i8DjNzQWWvCaOiDdwPcPuiUQic3AvEa0Po9+2x9XRV2fXGJpfQt9qbDkr7e0wmloJvJFREQEREAEREIEDT8BWvX+mWCa7nJwPbH49E5G3xfCt2ETE246CHYqA30qUbmlpa2lfgVmyG0t1G8Lb8H0N9a4SeCioiIAIiIAIiEAHEKj49N/0+aLJTHbz5z/7JlvkhpHJbgCiXVlfX/8zvJ3//gTeVtMH8X/A+tBni/Uy6CvB5/IDwBLhPCCBh4aKCIiACIiACHQAgbxP/82ePR9ikV2bM3781w4nec2aUCj0Bvd0xWyo3ocdzyK7r+CrsK8j8Kvx3RH0b1N/Ab8Db1H/ZAk8FFREQAREQAREoAMIVH/6b5aW2kL5hGWzs/n3PMTaw/z6Ncy1j+DCXJro/rRS6t24HotGo09St8Q3v8NPwzYwfH8s7RoJPDRUREAEREAERKADCGR++m+2tOQ7DQ39ieJb/Ii0FxGvwhcj2ibevWnXYTbHfj72uq2mx28uLS09i/tyWIB3Ge3p2OESeCioiIAIiIAIiEAHELAh90+VuOP31zmxWLYdHtOMdWsX+Lep/wK7FbPI/4/02za7j2ek9SP+tjLfkuRUSuAhoSICIiACIiACHUBg12f/ppfoPe4Eg7tMn0NYGVH56QzTZ1O3A2Uskrch+iAL8O5B5PtiDQUFBW/SN9rv9/8J3wuBf0UCDwkVERABERABEegAAnZAzKeKLZT3OPX1/W3bWwDxzkG0/4w/mXYdQv8dMtUtoB1dsGBBDULuZR7+QhbeHcb1Qto34l/l+rEfD+3pUxEBERABERABEThABD6Ti97na0jmom9uLqxIJBYvQLBvQayfRNRfYvvbmczFr2x/NhveN2vizPinyW63nPsS2NX0FWIFiuChoCICIiACIiACHUDgM7nofb5GhufLnby8t3rxPCch2C/jg42Nje/ib8GW0Lcc4V85efLkfrTrEf/78XPpq+BI2aPwlpc+LoGHgooIiIAIiIAIdACBxKf/ZltbiLSzQae1NdMW2c3CdiHonYjebc+8nSY3EAG3HwaW6c6G8Jmz97RQN7G3RXks0Iu9b/0SeKOhIgIiIAIiIAIHnoCthv9E8fma2QPf4jQ2DqhEyHty0U6GSyDw3fC/o8+2zi1EwK3vRuql1H+Mzeb6kwzVL+LgmX/Q36I5eIioiIAIiIAIiEAHELAo/BOlpaVLchV9bu68fObbd3LRFs5tJqPdZdSD1C2Kt+Dc8ti/RdvuOZPFdzH6szA7iMZW24cVwUNBRQREQAREQAQ6gMBnFtnZ/Lutol+58ndzmVs/k61w/Vgh35/OCQh3Cb6Z9tnUKxHzS7ELsEOw0fwgsPuSiXHwfgk8FFREQAREQAREoAMIfGaRXSi0LbmKvlu3fw1BsO8icn+muLj4Vp5tPWaJbF5nGH4Ggm7z862I/SH4ABH8LK4V0Z+D38iPg0ck8JBREQEREAEREIEOIGCL4z5RmpoKGaJvdaLRLg11dXXjEfCpiHYZon0EvgXRvx9/Ni/60NqI/ePUuZx4B5G/1N6M/qnsnb9BAm80VERABERABETgwBP4jMCzdo6n8LASPiO6dOnSJnskBHssluCc9yKaDyHmPTE7EnYRK+Ytm50PX4f4X0KfJb9Zy33dJfBGT0UEREAEREAEDjyBjE//yT1D9NnZi7twatwiIvSlCPZIbD2r5gcTpVtKWkt2Y68dPm/evNftPchqZ5nv+iL2tr2uDtsigYeCigiIgAiIgAh0AIGKT//N3UP0bc7q1T9/v6am5vDa2tpDEPdnEe7eRPA2LD8QOx6zLXT1GJcTcX4I/Iv6Wur2lp3w5domZyhUREAEREAERODAE7DkNZ8ora2Wnj7hTJ588hFeb/Zmu4hYp2EWweMST9Flx8xGEfkhdp3ia21t/SVHxxZzvYgo/2mG6/+iCH43HP1XBERABERABA40AYvA/9dSUzPGTprbgGBvwq9HtO9qaGiwefYJCHseNpz+ZLhOPbFr166FtC297WDuuRa/RgIPBRUREAEREAER6AACwU//Ta83mW3WSUsrj3DNg8BvxF5BtJtzcnIs81145syZwxD8RfSnFxUVWcKbWNeuXV/Fm+hv49p1+M4SeCioiIAIiIAIiEAHEPiMwLcH5TwKYXkiYdnphmLntD/bdvqGsi/+XgR/FH2W1e5C+my4vg1vC++sPg5bK4FvpyYnAiIgAiIgAgeYwGcW2e2J4NHrVkTajoOtxr/Cfvi/UO+Dtzn2FdRD2BaufQ1rpH4rAt9M3Yrtk2+VwENBRQREQAREQAQ6gMBnFtntieATCV+A57HT4oYg3Da3biVmQ/IstjueehOr6i/g2htYnPYPyV53Pf4lrAF7UqvooaAiAiIgAiIgAh1AoOrf/U2PJxZDuG243Y6LnTJx4sR+3OtF3N+m39LR5rNq/n36lmBzuedostc9Rv8i2pb57nJF8JBQEQEREAEREIEOIPCZ0+S8XstXw7FxwfL09ug9n2ZdNBq1Y2O9VVVVR5onWj+1ubnZVtMXMGR/hfWVlZXZwTRfot4b+5MEHgoqIiACIiACInBwEEjufCMXffcoUfgqBHwHzxVubGyM4WMrVqywrXX3EcnfHQ6HLVKvReAt2t+Sn5//BNnvXuM1W+01GqKHgooIiIAIiIAIdACBzxwXa3norexZZId4VyDYeZFIxPR6j2bb0bFrsDZW04/ErN/OireFd7bgLovXaRU9IFREQAREQAREoCMIfOa42D2L7ILBnbblbRDiPhrhLuXgGVs4Z1G8FTtKNoNr1VxbNWfOnFL67OCaFvps650J/SYN0UNBRQREQAREQAQ6gMBntsnF4yFS0/qcOXPeeI2ENukI+AWIebcBAwakId7J8Xv6/oFZLvqjMf/kyZO74e1agH4TeUtre+SecJ9+FREQAREQAREQgQNI4DPb5GyRnR0IV1R05Jd8vmkNCLbthW+wIXrqtnWO656vssjufPLPv8E8/Goboqev144dO4rXrVtXy8EzFtE/JoE3WioiIAIiIAIicOAJ2NGunyofLbJrDodL1iDc9iOgqy2yy8zM3DNEn1xkx7Y4i/A32SI7RD65yI6FdqbrW+kPa4j+U2jVFAEREAEREIEDRMBWxH+i7Bmib2zsZ3nnI4i3rab3ZmRkhBH73ervOMlFdlx7n75uCP1T3GuL7CZhLZgW2X2CqhoiIAIiIAIicGAJZP9vf86G6Dt1eqc74t2byLwv98xF4P/8sXuHcM32ye9CzFcR3X+Fa3sW2Nkwvh1Ao0V2HwOmqgiIgAiIgAgcSAKf2Sbn9zewyM7vzJ79zisssgs3NTVZopveCPlE/Cb2uS8lRe1ZiPtG7Cj6NzEP/w7X7L3sMJqt+FZ+GDysOXhIqIiACIiACIhABxD4zDa5tLTtLKKLO+PHn3VYODxtCYJdy3Nl4D/AD8a/RIraixH+80Oh0DsIuQ3L5yP2jXiL3v+IZdPO1xw8JFREQAREQAREoAMINH36bzY32+43OzumFb1OtCHU9iMggZBPpN6Cv5/2sPao3bbFWbY7L/Pxv8Vb6trfcb2K/pcl8JBQEQEREAEREIGOJuD3Vzm9e9/LEL3X8fmaTJ9nsxXuTLwluVmIaM/CLEq31fQBRP1x2j/Aggi7zcPbtQ/IR38+7dMl8NBQEQEREAEREIEOIGCL4ZKF4NwZNuxqp6zsy05DQz8EvtnE+ruskLfT4RoR+qSAI+qWqe7vWIBkNnYAje2L9yHq51Jdg/2AffAvIvo7JPBGR0UEREAEREAEDjyBjxbZZWautANmnJqasTyFz1m06P75FRUVnRH2oXRsR+ifRMgPQdTvwRfSdxcifhZD9uYrWHxXzeK7k+m3HPU+7ukmgYeGigiIgAiIgAh0AIGPFtmlp691/P5qZ+zYc5xIZKMzfPiVE/Py8q4OBALH8VxodmIZ9mosFvsl/qv0WZ76R4jov0c9TGa7n8yfP38L9f70Pc09WmQHDBUREAEREAER6AgCtkI+WWxrnIn84sX3O42NfZxAoMqLgF/IxRuxtUTqYfwYIvm/4rsg4IUIuQ9/MfdFuX4YUfzLXPMS5dvrQorgoaAiAiIgAiIgAvtGIHE1gTaHx+yNOR8lr2lriyDqNc6ECaclc9E3Nva1efcfIt41PFcGFqZ9DKK+grqtrrcfAOch5hfQZ+9jW+my8Gto34Vfqn3wUFARAREQAREQgX0kEOH1Hw257+17tbTkOXV1I5xQaCtD9Jss2U3Y5wv8iff5KsL9G8S8geH652mbsDcwJN9A1D6da1tpn0//Svxqa9N/Ae0uiuChoCICIiACIiAC+0ig1768PhCodFpacp2FC//2E1LOb+ZUuXLez/LLX4pwF1C3YXnb5/5P/C5EfBT1OdRfx5ZwfSc2BjsE+wt2hyJ4KKiIgAiIgAiIwD4SsJzx/3GJREqcnJwPWFz3k9PY5p6LeNvQ/HrsCWwaIv4afbbarpno/XfMxRdSP5E+O21uMPYd2nYIjeWpt6X4ORJ4KKiIgAiIgAiIwD4S2LYvr6+pGeN07fqKDc/34X0sQx3z+c53sCkIttWL6bMEN+8x734l3rbKVXOtFN+Taw/jOxHZb6G+kPoMDdFDQUUEREAEREAE9pFAj317vY85+FHO++8/fBvvY/PslrP2Xfwt7e+7GW8nxl1KUpsxiLgdMGP5bN/HSrFzsCIsij3Jtesk8O3k5ERABERABESg4wn4E4h4C8/xS4Q8nZXzZyLYBZhltLPz4FeQqe5B/ATMzozPwZ7mNd/Hfka9H0P486gPkMBDQ0UEREAEREAE9pHA9n15fU3NeGfNml9YDvoj4nFPpLU160r2tS9hrv1yxLqSM99tJb2HLXAWodtpcZ2wRdTT8Lbv3bbJdcdv4TV2wtxREvh9+Ub0WhEQAREQARHYTcDEdZ9LKLTtSFbRczpcWiYiHUO8u+OrFy1atA1x/zttO1XOS98K7DjqluHOtJyqxyL6LdxnkX6uBH6fvw69gQiIgAiIgAg4tthtn0tDwwDbA+9s337yiubm5ukzZ87sT3rak6ZMmTKZN6/CLGKfhBVgcayRvjqG8r+Gj1g/C+0up94ogYeCigiIgAiIgAjsIwHbq77PJR4P8R4ep7DwoamhUGgn8+0VDLnfzsr5kVwYjr1WVVVlc/I7sHSidRP7DO65lvbz2Ifc8x7mlcBDQUUEREAEREAE9pFAdB9fn3y5z1dHwptsp75+oJ0BP7M9Qj+0rKzsIcR7Le1TcnNzV3OtH1Zn4m4vJGo/g/qZWCmL7GzLnCOBNwoqIiACIiACIrBvBGyofK9KTs5cZ8yYb3GC3LnOyJEXO+FwiZ0D7wSD1c6qVTcs27Rp05cZnv85b1rbuXPnLkTxv2TIvnN9ff04+0Ncu8gcwm/75jdR74N/nPsOReg9SnRjlFREQAREQAREYN8I5O7dy+POgAE3O0uW3OW0tuY62dkfOAMH/s5Zvvwm3ibuTJp0cpHX28fS1YYYhr9p3rx5Wxmub8EeoC+AtSLk3fBWYpwd/yWOl/0T9X+i7a/itymCNzQqIiACIiACIrBvBLbu3cu9ycV0OTnziNrrnZqaCUTt1yffwg6eaWgYWEk0/i72NMPvXxs+fHgGwm2Z7DKxIPXlRPCzqB+J7ejSpct9/BB4mX6bl+9N3yBF8FBQEQEREAEREIF9JGCZ5/aqWD6bfv1uJ3K/MSn2zc1diejvcfz+Bmfduqtqq6snHVdcXPxjRPvojIyMo3nzNsTbVssXEL2/3/7Hcrj+XlNT04XhcNgW2O2ibYfU7JLAtxOSEwEREAEREIF9IFC7N6+1xXReb5Mzb96LyZdlZi53hgz5BZvZW4joGxD+W/LD4amWU972w69D0A/BNxLNlyLgtqDPonnb/G5z8BmIu50JH4xGo0cQ2Zemp6fPk8AbIRUREAEREIEvEIHEQD7sC//lD7xXZ8HbYjq/vz4p5m1t6bZqnkVzESL5oNPcXID32J53O2Pe5vZNqz9AzI8lgrcV9GFE/dWGhoaSYDCYRruW/gDXX+XM+AFpaWl30ddJAg8FFREQAREQgS8UARPFQR35iVtauiT//OTJJzjxuJ9IvM2prR1BPZyM7P3+tkwEewlC7sdWUb+MFzQTwdfQzsViWVlZM+iLkRDna4i6nUdv6Wy/jh/O9fck8JBQEQEREAER+EIRyDoYPm0slu3Mn//ch9nZCy+sqRlXZ8/UpcvLXdgm93hbW2gOIm0jDabTYYTbDpGxA2VmIPK7sJPoH4x5SIhTgre0tlu45xKG86fQHqhV9FBQEQEREAER+EIR6HoQfdo8Dpp5E51m0Zzn/UGDfo3Qt/m83vptdXV14xDtVzCL2u2UuaMwD8++BPcwvhPdLxLB98HfhtUh/ObTufa23agiAiIgAiIgAl8gAgnbWvZ6R3/g4uLpTlNTYTQS2bBqz7OwQO7HzKO/hEivpW8lZvPtzyPct+OfRdi/RJ+tpt9A3XLPF9Jv58ebnj9KTvobeL2dMtcggYeIigiIgAiIwBeJQOJEPu2zB8knjvMcrXueJTt7vmfEiCsDLLirDwQaShDqEq7ZArtL2us2//747Nmzf0bSm4UI/YNc/yvD8r+gbilrV3L9fM6SP1RD9HuoyouACIiACHxRCBxM2mfPYov+ktbc3DNI3UNkb1ns7NjX0Yi7nffuYwvc2dZHu2TAgAF2fwRh/wmibtH+txH2KPvh3+b6QMR/qxbZQUVFBERABETgC0WgZn9+2sGDr3Uikc1sdUONOfq1vPxoZ9u20z/Xn7S0tfF40KmqKm6srX19crdu3U7jpLjvItotrJR/ijeZRaQ+iP636CugblMNTdgyhP4MFtwdh9CXMdR/qAT+cyHXTSIgAiIgAilEIHt/fpZgsJK0s79iP3sv9rrXOSb4sVi6s3Pnce1/1obSo8ktcR9/Do/HRurjbJmLOT17PjbU5+tpe+ED2Dzm1r+C0M+3+xHy6bg/Ie7fQuS7Y9tp/4jofQx9nkgkspB5+Hsl8EZLRQREQARE4ItEYL9G8B8HGYtlOps3f8vp0+fupMD36PGk06nTe8nI3uttdZYtu5WtcW84Xbu+guAHiPxLnLa2CIvveu/KzFy2CWE/i2Q2byDu/+B9u2NTEPQ7idK/itBPwN+H2Vnxy8lm92u8Zb6rN5PAQ0NFBERABETgC0Vgv0XwlnI2I+NDZ+jQq8lSF0tmp2PRO0fA7slkm+DEuJuJ0hPOqFEXOaHQNsDHOVEu2/nww2udwsJ7nIKCJ52lS+/cMXXqtJcQ9wncEGJ/+x+Yb7+ZCP1q/M8R/muJ0nMR+6MR8zK8Zb2bSv8xdh99KyTwX6h/0/qwIiACIiACELCV6/ul1NWNIO3sIGft2h9zxvsPnMWLn+Cc983OoEHXJf8eO9qcESOuQPhzksP3uw+IYxK9yQ6AI1sNyW8sje24cWcNoHkeZlviTNzPR8R7ErWfjXi3Ivy3c83S2Nqiugz67sD/mEh/Ln2MBsSfksAbCRUREAEREIEvEgFbqZ6c6x49+jvJz+3zNSGKIYbOPc7WrWc7FRW2Vf6/Udqc/v3/4ESjXZlXf4gI/UFS0o50AoFdyWH63r3/ytGwg5J1G77PyFjlbNnyDYe6/QhJQ7jtfPeTMUteM5P2Vup+BDwLsTchfwR/D30FXFvKPY9hNl9/x8G0VYBnUhEBERABERCB/U4gmcnOVrgvXnx/0lpaOrMw7rpk/ePivnvh2+7nsdPfPh3874nAP/3Ew4Zdg4hXE4mfi3j7nLq6oYhxmlNdPYEoPYu59g3MtYeI4u09bTec/eBoSXr7j9fbYj9CHjfRxrxYNbYDIT8bs0T2z9HexND9VnywvLx8Mv1l9NtWumaE/1pF8JBQEQEREAER+EIRMFX9P8uAATc4aWnlDJfXI/y/ZiX89QhzRlKYN226wKmsPDQZmYfDW4jO84m8VzqLFj3k5OTMZz49x+5NML8eXbjw4csGDLixODNzdTo/Fnw5Oe+Tic7Xwir6TPa6P52eXtK7R49nCklsU8PpcrltbWkNZWXH3N+zp3MZgp2FfRUB70M62olskzuGaH0ybds2Z0P2DZiJflWXLl3+xgfqwbUF3NObvikS+P/zK9ZFERABERCBFCTQ6//1mex0t4qK6U5Z2ZcR7zXJYXMOhGEF/LtOXt5byUVxwWA5C+Zu44fAdmfs2HOTb9mnj53UGsM8ROStQRbKXUIjE3sG0f0KEfdJc+bMeXvatGkb8/JezaBvOdab82POZp79gkCgbsKwYZdt9Hp9UcT6XSLxqxHsdxD3I7mvjb6eiP1G9rtP41oa7+fldTmW4pYFdgm2yL01c+bMPvy95Ck15lVEQAREQARE4ItCoPnzfNDGxt0L32yFu82fFxQ82j5P72X1eymL6QYn3yYa7Y7g5xLt1yXFvrZ2FP1xJz19nQcR/iECbPPjdl78KsT6PrLM2d52swyuP8v1c+j/GfeE6duEkPfDM4Tftmru3Lml/BhYRfMK+tO557UFCxY00tdm97GSfiR+NXPu92KWxnY71+7HBxXBG0UVERABERABFxFI9ORh/74PD5zzeV5rK96tFBQ87uzaNY197McQvb+Ove1YND9w4I1E9glWyW9hvr0KQc4kuU3P5Ha3zp3fSnTqNNtE+DeIuJ3t/iZvNRqrpf4i4l2OsF+EEFuKWQ92H33vIdjruacL7QZE/3rqh1NvxMfx1fhpmJXkojpe08R9tpp+E++bj08n4c1viPAfk8AbJhUREAEREAE3EbBIt+hAPbCJe2Hh/U529iIieD972iuT8+4VFYc4w4b9GFHvzpz77t8MtgJ+5MiLTfDtMLcYh8JMKC4uvoL6jxFoe2RLshNC3KfS3sShMKcScVfS9wcicD99a+g7hCj/HQTbN2nSJIv8R1D/K8L9d4R7K9ee4T7by7+F97Gz7d/GOmG26n4Ogt9AvZdOk4OCigiIgAiIgJsIJCwSXvxffuL7eT9L+fpvSszDincfmelsgp2h+NJw166v9d6y5Zurw+GS9GHDrjplwYLHH7Zr48Z9/evr11/0yogRV52AWBdY35QpU/qg369yxvv0jIyMh+jyIdrj8SsQZctEtwYzMa/CbG79FMTbRinquG8k99gw/XbqR1hKWoT+VUYG/oe+Ttx3LdebuZaFv7GlpeUB5uz/qggeOioiIAIiIAKuImDbxP7b5Vv/9xv6idJtrdzuEo0WIPLlZKz7STIxzdq1V9uFa+w/odB2p1+/u75LNUZ0vgTRtf3pGzB/ZmZmPu3rEOPbWBh3GeI8nbqd6X4vFqX+U+xU+o/hftvO9w79AfpqWTx3CtH7Dvo2Y8lCtH4ZQn88IwVzuVbDvUPbL42RwLeTkBMBERABEXANgf/nNrcD8UnWrfvR//pnbH/9unWXx0eNurQcEf+BReIItAm1DaFXUL8GHySi/xXeVsvPxfrSP4w3XEz9F3hLbGNTESdgNv/eCwF/mXqCRXat1Kna3nnPq9iz/JCwhYN2fy6Cb3voY7tXEFBTEQEREAEREAGXEDABO4hLwhk+/CrT13Ii7D8iwM0INKPubdfQfo3+fthqhPgO/DKsM/0n4+00uAcZ1j+R+224fxdmi/MW8h42T2+552sQ8354i+pt2H4K91YR3dt72tx7LsP3L+L9EngoqIiACIiACLiKgO9gflpbfc+ouj3iIIR7CALcjXo2kbyNPMzE6jD02fNNrA91i+xtBfwm7r+b6Hwn/WfSfhQ7ArP9ePdij3BfJ/a7+/B79PtR7u2B6N/HdRuVL8Ms+13bnhtoq4iACIiACIiAKwjUHuxPuXLl9Qki8UhFRYWd176c5zWRn47wWtRdbgJNf2ci7zF4m583xR+NlXHteF57NHUz0+ld9G2k/gH1OFvpLLq3xX7WPwKPS8Txm7nHIv2J2DwJPBRUREAEREAEXEXAtoYd7CW5S2316tUmuLYyvifD7+/iL6iurj4XQbZ5+FhRUdF0+nfSv5D2cmwVIn0TEbklremDvc+1B+mzPfPJrYEM9V9On634v5DXPo2vx97D8ojubXj+HcyffAAqKiIgAiIgAiLgEgKJyTxo8ljUg/GBp0yZQWa7TuSi37oEYbbpBBPuAfX19aewin499Ur6LSvdcgT6Boblf007Qrszi/LOZPHd3dSvos+G3avxlgjH9r3bnHwmZol+nqP7EPpb8TYfYAlyetG2aYAW/OOK4CGhIgIiIAIi4CoCJnIHbWloGOisWPF7h2H2sQzBj+VBbZHdU0uWLCmlbtvmrD8HYb6PefmVtG/CSmmnIe7P4ntitjgvwA+AIzCbe3+cHPR96bOFdCey1/0b9DUQzZ/Aj4LDqGdy30lcs/16VfT/wSbkVURABERABERABP6LBIYNu5oUtlMXI8hBhPdV9qnfbG+PEF9PxG756Buot/Ij4H4y3dmet0G0LRJfgTifyz2n076YHwB/om8CVsrq+Kfw9uOmB2ZlBT8IbOg+RN3H62zEIE5fAfY1DdEnGek/IiACIiAC7iGQmMSzzjvIn9cWvd35756RY2gR5Iw2u15YeN/gnJwFhZmZK/ru2jX5u4nEs8/k5eX9jktfx9ZiXbAyxLuSHws2NTEHMW9ExC3T3RwE3scPApsKeBL7Adaf+/6lCB4SKiIgAiIgAq4i4IZFdjYF/v1/RxVx/+hSU1Nfx+9P7pxzMjPXfTsYzLsTMbfV9suj0eiPgsHgP2mj4wlLW/vDxsbGIeFw2JLhbGUE4FRGAH7KNdtHb/kBbJuc7a3vqQgeCioiIAIiIAJuInBwL7L7T0jamfIc725Cf9r48WdbhrubEfOv4e/Gj2WB3g2IepQh+w/o20rfZLxF99uo22K7cuq2wM6G/ScxBfC2Ftn9J9+EXiMCIiACItCRBA7qRXb/CZisrOVO375/drKylh3O67cg2kch2rYt7kf4M9n+ZkfGWira/iy2O4W+h7jHi5ifRL0Ju9WMvjQiettvv10CDy0VERABERABVxGw+e2UKhUV0zlPPuL06fOX0/lgRyLQhzDPPsOicUS7JCcnZwvRu+Wsr2Gx3WP44dzXg0jdVt1nce8zBoR+W40/kGqDBN6IqIiACIiACLiJQNRND/t5ntUOqFm//gpn8eK/lsbjAaexsW8Zgv4rBHwWot0X0fawNe7LvFcb1TQsTD9r67zn07eTe3+D34aNoj8Pn61FdlBQEQEREAERcBUBG6pOycIRtONaWnKcQKCmHx9wIWY6vQjRPgQRz0PYt1Pvit+Bty11RyLyJvoW+dv++VewM6h3UgQPBRUREAEREAFXETjoc9H/pzSbm/M5Z77SmT//6ZdKS0stJ30Rc+6nI9o+IvgPEXU7iMbHNjgbxSik/h38HuG3ufjjaW/G6hTBQ0FFBERABETAVQTcsE3uPwIaDFbyuoQzceJpp6al9RxeUFCQoGMXZhdasRDifi2Jc55j+P4m2l/FAizCO4UIfxyCb7rehXuaFMFDQkUEREAERMBVBFJuDn4PfYvgEwmPzcHbxngrdozsaCLzGEPxWQh4FLsKcf8n/ZbhbhNWxQlzlt3ufO7ryrD9hSb0EniIqIiACIiACLiKQMrmcInHwwh80Glp6WzHwQYQ658h2nawjIeEN6/R14OqRe0x/Fa8ZcCJY0/YNeyHc+bMWYxPS1lIfDgVERABERCBlCSQOIqPZWKXcsXrbXKmTDnWPlectXO2HdAE3IT8t9hliPqDtA/FjzBhx9updDjPVnwjfij33cgPg+RB8tRVREAEREAERMA1BFJ2kZ19Ay0tXZxoNL++qampF3Ppq+nylJWVPYDvjYhPxNuhNGHS2B7N9R9Ttx8AW7CdXK+pqqq6meH8b2qIHiIqIiACIiACriKQsovsmGJnFX0ZAt89sWDBgu18K5aWNtK1a1fb/hZkMd2trKw/mv4wi+p60zeKeoLjZ09A3B+nHsvNzT0TX6YheiioiIAIiIAIuIlAMoXrbDc98ed9Vr+/2pk8+QRu97B6Pl6PgFu0/iHWBQHPpr0cX0a7mOj9m0Tql1O3xXcb6bcTbEZxGM2k9PT0BYrgoaEiAiIgAiLgKgJhVz3tXjxsKFTK3R5LW9uGYK/ClmBD6HwBEW9E1B+mPY/6m9Sr6e9G+1nqdHkitDmTJmwRfKsEHgoqIiACIiACriKQstrVrdvLyS+ipOSC7Qj2Uwj3dDpiiPgIu0DE/jD9lrWOk+f8x3L9HtpH0G+L63KxS2lP4/4dGqI3SioiIAIiIAIuIpB6x8Xuge/31zBE/2WnublHbTi8zYuAL0K88/HP40MId0/utWNh/4CQv40vpM8ifTtkxtLX7jDBxzal7K8gPrSKCIiACIhAahLITM2PZZ/KEtcx+x4P+3GWY3484m7BuO1tt+JnC9yD+CsR8zYW11VZJ/fNZ/HdCXhLX2tHy46WwBsZFREQAREQATcR2JPlzU3PvFfPumjRAzMRdtv37sVKMEtmY4fJjGP1/Pfwx/CGdePHj+9OPZ36cWS3szn5CbxuI/dG7BeCigiIgAiIgAi4iUDKR/Djxp19CEPyNvzewhczFhGPULfwvpytcjeR1W4qdT8L6ix7XS1RvQn+SOblLT/9jdw/VRE8JFREQAREQARcRWD3OLarHvnzPuzuj7Zw4cPrGH4fxkly/XmlZbOzYfqh+H6I+1t4HyJeS7IbG6LPJKp/D/sj/c0M1b9nf00RvFFQEQEREAERcBOBBjc97N4+K9rt9O//u8z8/KlvINgZ7dF7Z95nA+00fJRh+KcR9C6I/Zu0ba/8d4jiQ0TwZzJU/z73eRXBQ0VFBERABETAVQQsoUvKFo+nzenc+d0CPmAuw/RhxPzP1G31/HW0/Qh+HHGfjIgPpX4+/Xa63p/pK6LPUtlegy1WBA8FFREQAREQAVcRSNlc9ImEn9PkfM78+S+8wcj8sXu+FaLykxh6tzPgre8ohNz2xPe1BXW0r6V+NX39qFsa397Uvy2Bh4SKCIiACIiAqwikbC76cHhLUuD79btlXPfuUxF5pw/WiuWyYj4bb9nq/oqAP4rNpH7E7Nmz/zRt2rSrEfvHEfpC+tZjF2qIHgoqIiACIiACriJgZ6WnZGlu7k5k3uLk5b2ZwwfsxBC8paw1oc9BvLOor6DvF9TtYBmqnouJ6ufS/xh958RiMTsr/hLq50ngIaEiAiIgAiLgKgIpK/BtbZkkuQlZJjtbSLgL4a5ExPti2+wbwn+PvlVUyzEbybA89K/T/y3661lk9xp9T9P3goboIaEiAiIgAiLgKgIhVz3tXjxsOLzJicXSyTPfGEK0sxFtO0FuCL6N/e91rJqfw9tZcptm+iqpj2dxnd23iai9N+02xN1W3OuwGSCoiIAIiIAIuItAymayi0a7OsFgtbNw4UPvsA9+ImJ9CV/NN7DqQCCQSfsDxH0sgn44vjv9c+l7Al9HXz5m++MrEfspGqKHiooIiIAIiICrCKRsJru0tDK+iLgzadKJR7BwbjFCfQuifTadNgefiV2GoB/PinrbRreea0PZ//4Gom6Z7n6Bf4NrtgCvWQLvqn/TelgREAEREAEINKcqBebekx+trm6EZaiz1fOm06cg3HEW0NXjX0Xkn0X8N9Pfg3Yukb2tqs+i/mv6uhYXF1vUH5HAQ0FFBERABETAVQRSdv1YPG6J6hJOZuYyO9s9gHDvwD+JR9e9lsf2dOp2slwZfiv+RbwdNtMJs+1xGxD6w/EZEngoqIiACIiACLiKQMoK/J5vobZ2tK2ib0XULWvf6dgWhuabsNetH28JbgZhFsUPwUzwLQHQt/FLuH6CBB4aKiIgAiIgAq4ikLKZ7HZ/C3aujM8WEsYQaktDuxYBb+DgmVr8KNoT8NPtOvPt1yDoVpbSZ0lw6vCjWVl/iwQeGioiIAIiIAKuIpCymex2fwsJp75+kI9V9EU1NTVfRrB7I+CR3NzcM7leVl1dXcgpcl+i34bmrfj4IfCzdevWfYn7LBnO5U1NTV+ynwkqIiACIiACIuAiAokpPKztB0+54vPVOFOmfJlENwV14XCpDcObTi9HwMsR7Rsjkcg6+9CIuwXo/tra2uzMzEwb0bCh+xj9R/PDIEB2u7sVwUNERQREQAREwFUEUvY0uUhkczIXPYfO2DoDOwe+FhuHPZKenn4UfR+wmj6fCH68fWNLly61uXobyr+K4frjua+BVfQ2fO+XwBshFREQAREQARE4CAg0NXUnOm8zs8g9QURuWetsNb2noaHBUtIOJB3tSjLaPUtffNSoUen0Jbj2YfvjN9s9VpfAtxOREwEREAERcA2BlM1kF4vlEcEHnECgyqJ3H7aV6Hwli+ZGMjxv0xIvEcEPo38N9Tr6RuATDNP/g2H5V6nPxVZiEniDoCICIiACIuAqAimbyc6y2LW2ZnHgTNAC8H7YBLbKTWH4/V5EPYoNTa6Q93pHcq2WenJYnrptoLe98zu59z28BN4gqIiACIiACLiKQMpG8D5fQzKC37r1rFV1dXV9iNaPNmEfMGBAEKHvhXgXkZr2cr4tP9e+y7Ut1C2Lnc3J96P9WPs3uVhD9O0k5ERABERABFxDIGUjeJ+vmfn3mNOr1/3DGHbfQhra522OnaF4P+LtKSoqCs+bN6+eb8oWGto8/XCuN7By3rYOvk39DtLYWiR/rAQeCioiIAIiIAKuIhB31dPuxcO2tQUdr7fZjoxt42WzEPVGrFtjY2OMdg1D8m8j4M9StzbRfsIy2FUy//4oTUtXGyHCPwyh7yuBN0IqIiACIiACbiKQsofNBAJ1nAVfj8i32o+Yboj3Ivxmi+DxLSy4s8x2Vtq4VoKQb6duOepDtOPW5p4t1HtK4A2TigiIgAiIgJsIWErWlCwtLZ2J3jMdny8a5AP2Y979SHzM9rsj3i1YyD44Au4lmu9LdSR92dbPvfaDYCv1SvqTq/TsXhUREAEREAERcAuBlM1F7/PVO21tYWfOnFdeIxIvYLj9Nwh2wcSJEwsRbxuub7Ivib5FCPwAqiPoS8fGUO9kQo+dRj2hCB4KKiIgAiIgAq4ikLK56P3+GictbadTVHTEDAS8lKj853wz1WSu24VwD965c+cJLKg7AUEfillSmwZ8Kavr8/kxcA71fOwp+pttTF9FBERABERABNxEoMVND7s3z9ra2onhdw974TtHvd7tcxFqi9K7pqWldUK4N+Tn5z/RrVs3H32lRPgZXK/gR8B6Ft79nT5bZFeAJYsi+D0k5EVABERABNxCwBaVpWTxeqMMvydIdBOwRXZdEfEKhD3eHsH337Fjx8n0vci1Pgj7OQi8Rezv0fd3zLYPppHK9nz8Zgk8FFREQAREQARcRcCytqVo2f3bJS2tLIx498dGI+CltsgOv5MI/p8I+7V8+EWlpaXTGJZ/gvpQ+u7EQoj88bSHc2+DBD5F/4noY4mACIhAChNI2Ux28XiIIXofi+zeeJW5dls8dwHC3Y1MdmmIfSf6jqXvbr7bMQUFBZXM03+fjHZXmvhjldx7DdcyufdBzcGn8P8B+mgiIAIikKIEUjaT3e4h+jYW2R3JIrtpFrXbfHtDeya7gH2fiPepRO7nt7a2vhEOh1cj6n76Chm+L1q3bl0tSW9Kue0xCbzRUhEBERABEXATgUY3PezePevuIfpotGtjOLxlLcKdx+u7WiY7Utcms9fRvo/I/W7m2i3C38SwfAyR32IL8DDT9a30hyXwe0ded4uACIiACHQ8gWSyl45/jP/+E9gQ/e5z4HxexN3yz9uPmbhF8LT3LC6cQP8arI2+8Qj9edwTpG0vtvuzEP21moOHhIoIiIAIiICrCKSwdpmGx9kLv83EeiACPgC/yxbZ7fmGEPKh9Kdjtjd+eXV19R+5ZlsHLdOdZcCz126yk2hUREAEREAERMBFBBKTedi5Lnrgz/2oXm8T8+8zHIboG4LBHUtMsLEhVVVV3XNycnbyRu9htsK+J0JvvwaWYaMwE/cddHWn/qy9JoV/BfERVURABERABFKRQMoustv9ZXmc2tqxlqWuAMFupS+QlZX1VbyPofer6HsRvxT7Pn02XG+Z/dJobyej3WDaluUuORlPv4oIiIAIiIAIuIZASueit8PhMjNX2Ip5G4Lvat8Ki+iqqCfwV9IcTH04fjJCvpG+gXg7jOZEMtptp76SaysVwUNBRQREQAREwFUEUjYXvad94tzvr44g2MP4VnpgscrKyncQbjsadgVRukXtbxGxe/B/xrLpf4L7f0X9ffrvoT1aAg8FFREQAREQARE4GAi0tHRJJrpBrO1I2Pfxdu770ry8vNupt2IXEqWX86x9idz35OSv5p4t7c9v58eHsSUS+HYiciIgAiIgAq4hkLKZ7ILBchLZtDlz5/7rLcT8RBLaDMEPQ8CP4tuxfe8REtr0b25uPoJ2XruwZyP279Iezr3foX4x9cMl8FBQEQEREAERcBWBlF1kFwpt2/NF5JOWtmrOnDmliPi7CHcYb/PwUU6TeyoUCv2eG70NDQ0f0Bfn2rXYqdgziP8Mrr0ugd+DUl4EREAERMAtBFI2gm9qKuQ78Dg+X3XZ8OHDM8wQbVs050G4D6f+MIJu++CHUP9n+yE0tl3O9r5vxk5B/NdzvUiZ7KChIgIiIAIi4CoCKRvB23nwViZNOmO615tTilCj44kAtpm88zYfb6fLbeSWOq71TN7M9jn6fk37WNq/ZFh/Btnt7lME305HTgREQAREwDUE2lzzpP/Bg9r5MtFolyiCXYJwb+Ut7PPOR7gPo68vloNNoq9u4sSJ+fYnZs+evRzXG2sjT/2v8H+WwENBRQREQAREwFUE9qwed9VDf56HDQQqWWRnZ8ok4vzHwveN2MPUF7N47grqtkXQhuPteNh0tsRVUm/jBLlX8Cb+baSutSNlR0rgIaIiAiIgAiLgKgK2DSwlSzi8Kfm5Fi58dCOL7EYh2Hdj0+ls4njY8/EzEe80zNYhDF+wYIFluktmuGN//PH0+7Kzs6fR55fAQ0FFBERABETAVQRSNpNdc3MP9r8nl8fZme5eBDuCn8fw/KJAIPAMYl9G286It6H5MJH7fPxGVtsvo/4EdZu3vwmfm3wXKioiIAIiIAIi4BYCKZvJLh5PSw7RFxUdPsPnm9ZgETmCPZt59ZF4y1hnoxevYRtpX8L1R/HXFhcXfwe/jHYa3o6ZHa8I3i3/nPWcIiACIiACewg076mknk8QwXudhoahNYj0bMR6C764rKzsIebbm6jbFrmpfG47Ua+KyH45ffYj4Kf4k/ClTU1NZ+GzJfCp969Dn0gEREAEUp2ADVGnaEkQwccdv7/Wjontgqjbavq2SCTiZ5GdRe9NmB0XG2eOfhDb4Ww4vpn7foTA26r7HWynu8fqEvgU/SeijyUCIiACKUzATlpL6ZKWtsPEfCCiPgixbkDge+E7lZaWHod/k2tjbOU89WrqrbW1tc8j+sVm9E0nsr9DAp/S/0T04URABEQgJQmk7CK7eNx2wHmd7dtP/xChtoh8GR2ZCP3l+AUFBQX3IuJ71iB4yW53FO0cimW4s21zluu2jjn770rgIaEiAiIgAiLgKgJ7BM5VD/35HzbhRCIb8xHro3jNoZgN059qQo7gv83Q/Cn4pfSPbN8mZ1vlgtx/OfecSX0e1y9rP3mWpooIiIAIiIAIuIJAoojHnO2KR93Lh/R6G5yiomMctsvVh0KlaxFsWxG/hLcZhX+Z9nnU7QdOgvou/DPYuVwLYlPpe4j2ZuqdFcFDQkUEREAERMBVBGx+OiXL7iF6j7Nt2xm7EOudROVN+FP4sOvwBfiViPdTDM33oW4nzJVhttLeVtd/lz47eCZt27ZtUyXwkFARAREQARFwFYEU1i4bWE84ffr8xcS8h62cZ8HcLxHvGYi4jVr0oD4wLS3NVs/bMbHHm/BjN9MO4W2HgaekpKQ5hSHxEVVEQAREQARSkUDKHhdrC+w4aMaJx30m3paLvg3RxiVqSFX7DBH97XyhufTZkHwjPpsfALYAz3YWjMRa6Rtix8xK4KGhIgIiIAIi4CoCma562r182GCw2qmpGWuHzQQQ63Si+Bupv0TU3o3V8XaS3BvknT8NYb+C/h70nUmfCf5ttOv4EfBDVtW/LYGHhooIiIAIiICrCKRwBO84sViECD7S2tLS8iXs6wj5N/h2crEXsMcQ8s7sgV+PsF9MuzIajf4ab8P538d/HbGfyj0bJfDQUBEBERABEXAVgZSO4LduPdvJzl4QIWJfwQEz7yDYv+Tb6YQtaY/Sn6deQ6R+J97DPXQnsmk/tmPHDjukxtLYPi6Bh4KKCIiACIiAqwjY8HWKloTj9bY6bW2ZJtq2cr5gzp8AAEAASURBVH4ZkXkhH3Y8K+f/gM/BrsSC9B/GddtRcC6epveH+fn583mdzd//SwIPGRUREAEREAFXEbB87ClaPE7v3vcg8o22z92HULditnr+Ivys9g/dFb8dO5y+9fih2FzMFtr1RejXkLq2TQIPDRUREAEREAFXEUh31dPu5cMm2MnOfng7C74WkbdtcXZ63GAOkRlG/Q2skkV2X2JI/irqtkXOac9udw/3xevr6y/KysqaIYHfS/C6XQREQAREoMMJ1HT4E+zHByApnbNu3Q8r+RPHscjuUoR+KyI+FH87op6Lb5w2bdoKIvWfcY+lrO3Corun8XbvHxcvXlzNArwrlaoWIioiIAIiIAJuIpCwHO2vuemJ9+ZZJ0482QkGqxiij0d5nR9RfwqBN72eZm3sp1hWu+j3pD6J+hp+DFwVDAafQOQH077NblQRAREQAREQATcRaHXTw+7ts3q9Uaei4tDWLl3etrS0dtDMGbzH0/j3EPv38LaoLo1rzfTbdEUV1gtx/yl9Qep34+dpiB4SKiIgAiIgAq4i0Oaqp92Lh83MXO74fI1sk1toh8x0xjJ4eQPCbme/H82w/Bbm36dTD2GLsA8R+3z8Msyi+S3YFfT9SgK/F+B1qwiIgAiIwEFBwA5NT8lSVzfCaWwcwGdLDsn3QtAH0lgwZ86c+/GvIuJ/Yb797wh4b2w1fRaxW+IfW5AXxGyb3GlYqQQeKioiIAIiIAKuIpDCmewSLLC70pk//znbBredyH0Ioh0pLi4+BW8nxmWS2W4r1z7AzqA9BTHfQVR/Fv4p+o6jzzLaVUngoaAiAiIgAiLgKgIpnMnO44wYcZlTWHh/F/tGZs+evQnhrkC0z8dnY4tYId8T/z6iPoNbbLFh2uTJk/vhv8IPgke59mPuT5fAQ0RFBERABETAVQRSONGNw2ly3RH4v9ki+Dy2w1mk3oBo24p6m29/BDOB3861l6gfhmVxzZLc2BY6joLfZvP1Hgk8RFREQAREQARcRcDmnVO2BIMViHxX0t04ttAuhlnmOjvrvY0IfTjtNObmr6dOfpuZA2k3+/3+v3JPM/3nd+/e3Q6ciUjgU/afiD6YCIiACKQsAV/KfjI+mMcTc9auvcq2Ato2uIcR7RUI9hCE3ObjzyEn/VHULaPdOSy4ewZviw6fjsVix+KzuP8X+O1KdAMFFREQAREQATcRSEziaee56Yn35lmLiw93mpt7tIRCmz5AvMfy2p1Ya0NDw8T09PRN1OvpN/2uZ8HdJQj6n6g30GXpbW3uvpF6hSJ4SKiIgAiIgAi4ioDNOadwSVgU70ekI3zIWqw7dZ+loLUPXV1dPZ6h+V4M0Zcj6Cb2Ieq3I/aXczkby8P8EngoqIiACIiACLiKQApvk9v9PWzZck4tq+QnIOAP01OJj44ZM8aOivXn5ORsZGje9r2PwCwRjp+V9Tdhj9G2KP4lBH+VBH43S/1XBERABETAPQRSeJucw1nwEadPn7uyWSVfzfC77WnPRrj/0h7Bx4jg+yLgluVuOVbPdT/R+xVNTU19aG/n3iiva5TAu+cftJ5UBERABETgC0DA62110Or4hg0buiHkd/CRV2HXT5o0qS/eQwS/GAFfh5BbNrsMRL2R6P0HoVDor7QbDRF9KyXwRkJFBERABETATQRsXjplSyLhdbZu/VpN3759FxKZv4hox/A/4TCZi/nQdYj3GvxKzKL39Vz3mMhjlginM82F9A+WwENBRQREQAREwFUEUnqRndfb4mRmrrZpiLcDgcCFRPHnE7FfjXgXIN7zMVtYZwvu8rhm4v4+9ULusVPlKuizbXSagweGigiIgAiIgLsIpPQiu6amXk6nTrMSCPV1CPXA1tbWCvz3EPUW/Fq+Ktv3Xkw7RIKbv1k/7Uu537LflSP0w6wvpZMF8EFVREAEREAEUo7AL4fykb6Rch+r/QOlp29w0tPXewKBhi/TNRMRPw1vn3kCwj0Jkb+Hug3N5yPqv0fQJ9M2u5k+m76w7XUZpvYqIiACIiACIuAmAnE3PezePms8HnQCgSq02mOr4s/DWhsbGwdGIpH3qG9D0C/EW1S/i3sqEflt+DMxO0bWR78N2edoDn5vyet+ERABERCBjiZgB6+kZLE0tfn5z1smuzaG5gfwIW0x3bJwOHxX+we2pDa/Rci70a7D/wYbRf0dhH0l9q7dh39MAm8kVERABERABNxEIOymh92bZ2XunX3wQSzdO2/evK289hHMktqMt/dB3O+k3plqFN+Aj2GW0a6VyN40PUZ/H3wPy2WrIgIiIAIiIAIuIpDauegnTDiNVLXxWCBQNguxtvn0Xtg71KMIeTH156kfR30zdVt4t4O2/QCwTHdh6nH6GjUHDw0VERABERABVxFI2W1yNkSfllZOpB7wEZCPQagtELcRi97Yh5jNsb+NiJ9LNH8m7SyS3NxM3wbqtrr+NfoXcP0nEnhoqIiACIiACLiKQMrOwdsQvSW6+fDDnzdUVh5uEbmXvPMv4g/FTOCdzZs3v9qnTx8Pwn4NTctk9yq+Cfs2FuCHwXEcHbtEQ/TQUBEBERABEXATgYSJ3TtueuK9edbi4ulONNotFgptncPrAgi4ZafzcvjMAMR+B3228M62xa2kbwp9lra2jPu609dCfRJR/D+0yA4aKiIgAiIgAq4iEHTV0+71wyaPizV9tmx2+UTkzfiP8tYg6kfT3o4NQtxtuL4JcX+C9luYsZlL3wAJPCRUREAEREAEXEUgpXPRt7WFnQ0bLqlqPy72acS7km/nH/YNIdzvWRSPtzn5QEtLyxVcNy0/A5uONRG9W4T/gubgoaAiAiIgAiLgKgIpu8jOvgWfr9kZPPh/Ovl80yzffFKnEe2Xi4qKOtE+DOHvzlGyb1IfR3TfBY/ee7Yi9Ba5j6SdQz2sCB4SKiIgAiIgAq4iYPu/U7gknI0bL6qbOXNmDsJ+B2K9GiH/OSfK2bq5bYh7Cd4ieIc0tj3MU4Zjg7jXzo6vwAIS+CQX/UcEREAERMBFBFI20Y19BzZEH4mUhhByOyrWDpUZgnAvY9V8gss9EP21tFfSH2e1vJ0uZ1ntQvTZ9VycHUizVgIPBRUREAEREAFXEUhp7fJ6Y07Xri8E+Ebyse4I9r/wE4jgs/E2/74ZX09/HNEfZ552mCjfBD5GO8knpSHxQVVEQAREQARSj0BKHxdrp77u3HmcTUPYljhbFT8F0T4Hgbd59sdpH4fIT8KnYZnUTey3E9nHqQex02jPlcBDR0UEREAERMBVBGz7WMoWn6+RIfqScFNT01fQ7G8j2FbuCgQCR+G/R98Z5eXlduZ7GRCORsxr8K/Qvoa66frfsZESeCioiIAIiIAIuIpASkfw9k2Ulx9et2DBgkbEfAvN6xFvi8z7IeAbGIp/Pi8vz8S9O3198JvxF+IXYraq3vpHSOAhoSICIiACIuAqAikdwScSaU737v/MYpHdTObYn+Kb+Ra2EWG3FfI7EPk72SoXQfxvo99YVGCbaF/E9WUNDQ2X066zJfcqIiACIiACIuAiAokjedjXXfTAe/WodppcPB5qC4dLlvLCNkR7IKJu5ceIvM3Nm7A307a0tJYTYD31vng7bMZeswbrpUQ3UFARAREQARFwFYGU3gfv8dhi+HgC8bYhehuatzn1AsxS1p6OmJdgtpreUtR68XZevO2BN3G3hXY/4nW/1BA9NFREQAREQARcRSDDVU+7lw/r99cSwad5EexIu4ifxFsUsIr+Wfr60BfFbFh+NNabvrHtf8JOlOtK+w1siQS+nYqcCIiACIiAawjUuuZJ/6MHjdtxseXMs49jPv0kS01LRH5zNBq1aL0/bzkYfwzeS//P8GEEfQG+FbNtdVuYu58ggYeEigiIgAiIgKsIpHQueq+31Rk58tKuHCqzKD09/U0W2z3H3PuMxYsXVyPkCbbPDSWNra2Ur0XIO+EtIU4dPwSOx9v8O2fKJ7wSeCOhIgIiIAIi4CYCMTc97N4+azwecOrqhsYQbltr0IBYT8B2TZ482VLSbgmFQg8i/k/Y+9I/EGdHyQ7lh8Dz+H5E9e/hHQm8UVARAREQARFwE4GUFnj7IjIzl5to2xY4W3G3HbEfQ7Ruaw/yEfUWLIptpb0JM6G/GVvEfW3cZ9vqYlpFb2RUREAEREAE3ETAtoOlbLFkdG1tEScQqO/Kh+yDZTAX3z8SiVyMiN/KcP00vEXu5fiZeFzyFLkJRO92+lyAe65QBA8ZFREQAREQAVcRSPFMdh6ntPSsGsT6RBbWnUlUzvT74hJE23LQX8I3NRpvB8/YmfAW5bdy7VT8KE6Xe33OnDm2T365BB4KKiIgAiIgAq4iYKKW0qWw8J4cRPtd5tufIyIPMr/eC2/Jba63BXb4f2CdEfpBWBpb6G7Bl7RDsdX24zwpTUgfTgREQAREIAUJJKbxoZILyVLwwznFxUc4tbXDWzIzF/QjGi9jQd18xDwD0bayjHorvg++DLucHwJ2nKyJv6WyLcGn075XEXwq/uvQZxIBERCB1CaQ8uvH6uuH2FnvTyDu7yHaedgmbB3incvQ/U3Yw3zFlrXuMvpKaF9A+23qNje/i/6+EvjU/p9An04EREAEUpFACgt8wvF4Yk5+/nNpiLVF7RaNb8YyEPE1tCNE7I/gT6cvnb47qA/FfoWdzGtuYj/8sfTPl8Cn4j99fSYREAERSG0CKZzJzsOSeL9TUXF4I1+hibxthyulblsD36P+OL4b3qL38Qzhr6Ueoa8HfiHifxXz9eu49g0JPFRUREAEREAEXEUgpTPZ2db3nJyFYaLwE4jGJ/LN2Gr5SdgHmO2LvxcBr0DQq0h+04/6Lvrsnn+x2O73eDucZnwKD3Pw8VREQAREQARSkUB9Kn6oj3+m6uqxzd26bX+BaNzS0/oQ8Q+wUdTP5T5bID8M2+X3+23bXBfMmIwggj8FH8CqFMFDQUUEREAERMBVBFL4NDkL0D1E8AtCCLplrAvTMdM8Eb1F8V2x14jsw1yP0PcvrpXRZwF7IfYofbfgn1EEDwUVERABERABETg4CHg4KtbntLR0cUKhnbbWwKL3CxDt2dQXY+9j32Z1va2Wt3z1cbyVE6jvQOy/grdofoUi+CQX/UcEREAERMBFBFI6k11TUy8nHC5FqxOWdz6IzUW0h/D9/Bqh/xr+UWwI/fcwJH8a1/rQ9tO2ZDhPY2vpO1QCDxUVERABERABVxFI6Ux25eVHsZI+btnoepqwm/Ht1OFfxk4iHe3d+AEVFRXXIfg+BL0Su5F7Gug/FLMT6KISeFf9m9bDioAIiIAIQCCFI/iE06PHk87ChQ+XkZI2zKr4CXzezRaV49cQsd8cCAQsk99NnTp1+jLtMdRtdf1yzLbUNWKWp75OAg8FFREQAREQAVcRSOkIPi2twiksfLQz8+wryWb3NwTbzoG3HzWdqNuWuB+0trY+iLifQ309EftQ6pbsxiL912bPnj2Deo0EHhoqIiACIiACriKwZ2GZqx768z2sx4nFMpxu3Z71I9K1mG2JW4A7Hr8Jgb8DX8D2uGr6ggzR19G3Dr+O/irsKH4YfEhflgQeGioiIAIiIAKuItDsqqfdy4f1epuYg/cmEO0IQu3j5cMxE/wE9h36luJv4/qH+BKu9cVs0d12/DZsJVYggYeCigiIgAiIgKsIWGrWFC2Wiz7h7Np1mKWiDWBRPmgdYn4XAn4RbR91S097NP39aT+C99C25DbNtG2YvgW/SgIPCRUREAEREAFXEUj5XPRVVRNrSWYztKqq6ihLV8tc/CC+oRZW0H+X+faR1H+PL2Qh3gbqTdTPx/dD6O+sra21KL/ExvZVREAEREAERMBFBBJH8bCvueiB9+pRi4qOcrzeFlLaxS0ijyHWlbyBF9+A/y19Y/FHYIvou4n266y2P5UfARfRjmNP0HexIngIqYiACIiACLiKQIurnnYvH9am3SsrD2/lZZsxS1rTncj9BKL0JdRteP4+/GD8MmwA95S3/4kW7vFjt2DjJfDtVOREQAREQARcQ8AStqds8XqjTkbGKktRa/vaLSLfMm/evKX4L2GnMQefjq9FxM/CfgCIcto7ub8QP4W2LbS7T7noU/afiD6YCIiACKQsgbSU/WR8MEsvHwxW2JD8QETbFs85RUVFdkqcbZc7jS1yx1KvYVj+IYbll3PfoSS/eRFvQ/nfx+ykuVMUwUNBRQREQAREwFUEUjiTHTPv8aCzdOnt5SyuizQ1NY1EuJv4duzEuF6I+o0M119JXxbifh19DzU2Nt6Ot1ENW3z4PWw618sl8JBQEQEREAERcBWBlM5k5/W2OiNGXNGFs+CXhkKhWXwzZYj5JfgCLMGw/DlE8k+XlJR0RcgXRSKRk+i33AD/4EeB1S3zXW8JPBRUREAEREAEXEWg0VVPu9cPm7BV9MlXIeSlVOws+PH45LQ69TsQ9pN69+5tUf047nmXvjD144qLi5+nbQLvkcBDQUUEREAERMBVBEKuetq9fNhEwtLVJnP55PBSyz1vp8TZYTI2BL+MaP5bCLydJzuffrQ9PomofgltO3kunXtsuH6bBB4KKiIgAiIgAq4ikNLaZZnsCMhNpLOwrlhf5t5v+tg3ZKLfhJjbMbHpXFuHL6RtqWptfUKIvte0iv5jxFQVAREQARFwBYGUXmTH6Dq56H1tfBOWh96E3FLPlmAJovff4zOwPK4ZhwpW1d9O23LRr2IB3iW0jySir0/pX0F8cBUREAEREIHUI5DSi+x2j7A7PgS7FhuB2Ti8ZZ61A2h+gw/R93vqr+FNx21NwjzsNiyG2RnxjgTeKKiIgAiIgAi4iUAK56Lf/TWsX3+5Hf06sf1LsYNnxiHmeYh6NWaJbH5O32/x2fTbEH1f2g+wH/4N+o7Ewhqih4KKCIiACIiAqwjY3HTKFtsH37//LbkI9gaE27a/WZY6O1VuPUPvw6m/QX8Uv4S+D+mbhP8nNoX+Cvwurk2UwENCRQREQAREQAQOJgI+X5MNydch1AFEO4zV016JmJ9Nnx06Y2fED8A+wI7D7FCadUT3N3PPkdxzkobooaIiAiIgAiLgKgIpvciusbGP09rayQS7hm9lJ/Yhgp2BPxwLIOKW4KYJO4J2Pt7S2q6jXsp9toG+P+1KCTwkVERABERABFxFIKUX2VmSm3B4ix+xzuZb6YlPnzNnjh2Pa31bEO9zidLtMJqn6ItjW+n7Fn4Mfb/Dj6f9jgQeEioiIAIiIAKuIpDSEXx19SS2ySW/j9X81wS8O2ZD9jsR7lfwFq3XU7ftcm2YXbN89a302f3l/ABok8BDQkUEREAERMBVBA76CN7na3DGjfu6k5W16COweXlvOvn5z33U/t8qHk/Myct7w6mrG2lCfRa2AtFuIC+9zbOTACceR7zPo2opbP/Mvvefcj1I/UJ0fg32Mm0ftw2TwENFRQREQAREwFUELAnMQV26dHnDqakZ6/To8Y+PnpOFc47PZ2vldhePp5XK7lB9T1+nTu86bW3pHBe706Lyx7BBWC6ifaHdg7ibmNsc+yZrz5071/a/b6b/XPxI7FxEvg/tLHsDFREQAREQARFwEYHEVB525sH4wJmZy9nidhNz6FtZKJftBAJVTnNzD2fVqhuc7OzFjt9f45SWft3p3fuvRPdLk0fDbtt2hlNdPd7p1+927q9wcnPnO8uX31ozevSFtvf9dj6nDcPvwJ9AuwRvC+7sl4ItqiukL426Zba7iLrN219O/3Ztk4OEigiIgAiIgKsI2MlpB2WpqxvhfPjhtU7fvrc7kcgGZ/Pm84i6WxH5gqTA25R6JLKO+iLOfL+TSL3M6dRplpOT0+a0tOQmhZ7zYxjKf8EOjUkWRPteBPu3+NexP1P/I9aDei9uqGGYfgYJbi6mfgNWy7X81tbWYyXwSXz6jwiIgAiIwP4jkLDUqbZQ7L9V+v633mh/vE+3bi86aWk7iMZrmE9/B7/L2bLlbKdnzweTf87EPRrNc0aNughRz0HwtzDnPhS/kSH9p1hg5yeyT7PpdhNzi977IuaW2OZorB/1HGwx5uVQmRcR98e5N8awvIm+/ZHO5KN/WQK/P75dvacIiIAIiMDHCVxD4/SPd6Rq3RbJde78rrNw4f3O+PFnOUuW3OUMHfoTovS5DM83ODt2fDk5RD9y5CXOypW/Sx4LO2rUJQh6gLn3ED8EznEqKg51Ro68NIFgW2Y6W2w3GGGPz5w5sweL7V6m3kI/zmML7sYh7mdRP4X7AtggrpXT7iWBT9V/ZfpcIiACIiACB5yADbfX1o5CsMMocMxW0X1QUXFEbkHBo/ksqGPY3bctFsve1tTUq/+YMefl2iK7WCyrtaUlr4wfAd1ZnNdSWPhgpL5+8Na0tO12glwOZqIdQ9w38H6m25vpi9Bn58QfSvskvB1Isw5nSW8c/HwtsoOMigiIgAiIwP4kkPiQdx+4P//Cwffe8cTUqYdunzVrVsGeZ5s6deoq2kOtjVgvRZBPmT179kb6/0zXckS5lr5hROUn0Lbtbt/BxtJ/f0NDw4lpaWlxht7f49pGewv6d3HddsNZ6lpbhDcEK21paflqMBhcrW1y0FARAREQARHYrwRC+/Xd3fnmjyLktyH0D/D4XbEeVVVVzyDatiq+M+2TMUtTezT2cnp6+gPMtf+duv1IOA1vB870wL+EDcDsmNgFWC7iXsz7JBTBQ0NFBERABERgfxJI2F5tO/Hsi1Rs7txWtv/bEghUB1pbw+zpT7N7nW7dnu/t99em9e59zwUE5jVeb/TvCPVhCPkuIvtnuWUdPwpuxVuiH9sil8c1S017C3U7Jtbac/G2oPEozcFDQUUEREAERGC/EvhvrqDfrw/6X3xzGyG3ofd/W1pbcz5xrbLyEGfgwBuYP29jwV1aWzzecDtD8mdzUxvCXo+I/wahnx2NRs8LhUKPIOa9uWb56T1slbuce9Ko2la6y6gfryH6T+BVQwREQAREYD8QqNgP75lybxmL5SQT4tiKevbOBxD3FXxI2w+fzhz8U/heCPiZiHs19eOxZsTcMtuRIc/3FtfeoZrOvP7D9Hsk8EZGRQREQAREYH8SsDnlg7b07PmIM3bsOdg3nEGD/gexbEhmlBs06LoD/szp6WvZB+9jf3xXS8e7loQ1FsGnI+A24t6IHU+03h0xfxYRt33yyS1zzMv3JLo/lraHRXs343ZpDh5aKiIgAiIgAvuTQGIz7164P//Cf/rellWuf/+bSQ37x6Sw9up1L0PkCWfTpvPYt15vW9g+emuvt5ntb59cL2j73i0xzceL5Zjf3ff/S6zX22TJa7jt43F1nL8V/8Tr+/W7lVS1M8mAd2FJ//4/m46wv82LXkPM1yLaF1G3qN7S1GbSbqB/Fv4P7fd0w0f5AfA9ov+/f/KpuKIiAiIgAiIgAv9lAmW830Ep8OHwZiczczWpYueTJnYiiWbOJYr/tZORsZJ88Q84K1b8gYxzFxBRdyayb0rOjy9ffosTCpXyw+DW9gQ1Gc6uXVM4XGY8meie/ESO+fr6Ac7gwb/mh0JGMnXtpk0XkLVusDNs2FXMs2eAJe6Ul88gAc5JzoABN5ABr5z0tTUM0Tc0I9I21F7OTV8nY90YVtH3xz/IcP3mzMzMt7hmw/Zj8HH6vsbQ/fH8ILie+75PX1gCDx0VERABERCB/UrAIsuDsrS1ZSHSHg56uQ1RjSK+o4jcdyHksaSY20MHg7ucDRsuderrhzkjRvwAcd/qdO/+z+SPAUtqY6JOchpEPPOjHPP2Hnl5b3PgTG4yTW1d3XB+RLxP31tJgU9LK3Pmz/8L0XvAmTjxVKes7Jjk37MsdnYgDX/fhtyPYT59M1vpViP2t9H+MYvnrkfcue7Jo30Pj/c36gm20d2DL6bvBsT9EOqZEviD8p+cHkoEREAEDgSBBNnVDkixKPSgjOAtT/yuXYcg2tsZlj8fX+b06bNn8Xs8OXzPdjbyyD/EsPl3EPFsBP1ptrS9RERegjAfj4hHOD1um2PD+42N/ZzRo7+bjPa3bj2TFLUzOTjmHwjy/9femYBXVZ1r+GQ8SQiQMIRRCCKDjGIQSMA649Aqto7VW2trtYr21uHWqm3tYGvr0GvVqxYtzhZna529iloRHIiAIIJMggRlTsg8nvt+hxwbubQqZODsfP/z/P5rrb3P3me92/CdtfYatnMuLh4T/ZxGyg8e/Dt+VNTRks+I9ghotzntQldT011iX4WYT0PcWe0upPnuFeSPZ7naKbxj/wn5AeQfQsyTSP8WPx3PoEyL3YzC/6vpywDyNhMwARMwgfZBgKZjKPRJK/n+eypTbfDSsePS0LJllyPmN0Zb13oHL2NOOmKbzcYw3UMffXRBtKWu9+saCLdx4xEI/hlR4U9OruCcrqHly/8L8V4d7YovLx/AdRfTon+Xz55HF/wxiHY116ygtX939L370qW/5geD9n7fFOre/XmJOj0FF0R3oMvN/YuE/RwEvC/+EOnpeG1eXp62hT2crvqTKddStV2JLxFzKX+AHwB6T59AmUfRA8JmAiZgAibQTgmUlOwXFduhQ3/RgHg3jBx5UaSycq96cFQj8A3Z2W82hMMbIgMG3MRc9Op6WvwNlZX969at+1Z1374z6lNTN0dycl5oqK7uieZmVpeWDqujez3SpcvsyNatY2to0dexz3ukT59HIklJNRF9PhzeRE96SmTkyKkNnTsvaNi6Nb+uc+clzHtP1YI31eXl+zD9jUXqQ6HbcY3qy8F7I97XsEqdlqgdgF+H64fTxsrKytXEZL2fHzVqlKbVRe2fQ/xiJY4mYAImYALtgEBEQ7qr2kFF/20Vs7Lm8l58Jq3viy8fPny/27Oysp7mAwMZiT6JAWujENHRTEG7kpZzLwaxnYAyP0H5dMT2KM5LpAu9CIEdmJ6erlb2j/mc1oufRwv6DvwjuswvRHj/k+sci59J2XjivboHrhX+RlN2LWUDSA8m/oD8k8S+5PVqYxD5D8nzQySyiPvP4f6/pPxNvDtlc6uqqn7Ed/uY/GK8lnNH8j3Ochc9NGwmYAIm0A4J+N//zz305C7vv//+Foq+h0BG58Yhns+S3wsRfxgBv4/84jlz5hRR9ibvwZ/E36Ts14WFhRUI73zKHyFGF54h/TDifgzxfQT5Jq45mHQdrj3bXyfqXqWU6/xMPjeP2J9j7xIHEu+i7Ep8Kueou16uVes2Ez/heDVR0+WO4P7atY5tZjdNKS4uPpZjJdzzZrfgRcVmAiZgAoEjEBlBlT7rrt1J9TTIetZOyttrkdZ0f3xnladxHK6q2kuC+pklJ29NrqtLo0s9PbqOvA4kJ29MqavrXpuff+T0pUt/fsm++15+GS3pUxHbOxHdc4gP0/KfWFBQMB3xVwt+A34EIn4psRLx/h0xKvqcN5jzDuW8S/msXhlkE+8jfyhRPQur1CVP/mqOaSxFOq6BjDp3G+cssMBDwmYCJmACwSMQmUud8oJXrz2/RhpFv3jxNfUHHPCNixHgSQj4qwjukxJ4RPlYolr771GGTifks73rIXTrj6RMa8tv5TM3cWwh6SH4EvxGPJ+ylZx/GumlvDY4nR6ERaTVJa/ZEBX8KNibshdJ98PfcxcNFGwmYAImYAIm0NwEEN5HEeUpXFcL0kSNLn51zRfi0S56ji9C3D9bJ4D3+Y9QplHwd/L533DeJlxL0o5E+CXyq5TmtcFTRAn7q7gG5L1L2V2UDcJLyGe4BQ8FmwmYgAkEj0B0BTRNqbK1DQGJrgbC7dSSk0sTWRjns+79f55UG5o48dAJTJ/bwlK5HyPWWmt+BH4lvo7W/22cW0SvwBMI/llECf0ptOi70np/iPQEzltC3GaB/ydVp0zABEwgQAQiGoD1797BB6iuQapKHQJ/iJaxLUPg9S49OriOkfL9GSn/ADXdimu0fU+OaVOZQeRPwtV1P1qO6D9I+bXuooeGzQRMwAQCSECjrW1xSSAhtGTJr+awk9wJpaWlEvPleCeqojEVE0hrd74tCPm7jdV7DbH/On4Y+TSOf0fRAt9Ix8EETMAEAkZAImCLOwLqtY+Ehg79lQbePc2680sp2DB37lxFNsQpzmMwXW/EfROCrl6amJWSqOWYpsndh8inWuBjaBxNwARMIFgEyoNVnfZVmw8++N17jLifjFiPp+YDx44dqxH1CSzEM5937WsR8P54JsdjOp4lQhx7jHfzel9f481mRMRmAiZgAsEjoJXqbHFHQHqdEOra9ZXeDKi7jkwGYt2ZJWo7IegaXb8cfx9fhZBfwfGOOA366KA7jbDvzLF+xAwLPGRsJmACJhBAAv73PW4faoRNahZK0FdThbEI9uukrydWkK8hnYWfif+A/GDKp5DWgEqNoC8grqX1f2KsaU/eZgImYAImECACmmdtizMC2q1OlpRU2tAo1ip4mAF3ZyPiJbTUf01eK9b1wqeRf42oteq1Gp6mRWpFO21E85EFHhI2EzABEwgggS4BrFPgq5SeviZax7lzH1vF3PahCLimxt3EgLsfEtH8SA9a56ch4A+Sf494NGX60H2U30t+G597kLIL3YUDFZsJmIAJBJBAMXXyPPg4e7BVVb1j3/gTJRDsd/ASXKPj9+K9/M9IZyH8m4kj8KPxZI5dwrFTiRqEp679nITYlRxNwARMwASCRMAL3cTn09y+0E0kEq5PSKjSj7R0BFw7zeUg6kqX45NJjyMeT7mWvdUCNwdTdjgD727RjnKMtv+jBR4qNhMwARMIHgELfHw+0+0CX1Ky/7asrHeLaJFXUQ/tDKiW+9nk7yYWELXN7CjiNkQ9h3Qp6Y0c06C7VfgGv4OHis0ETMAEAkhAS5ra4o7A9uXpw+ENeuGuLWq1/etGlqq9n7g3fiTlfYha4U5rzn9Aej1lN7E1rd7Hb6IsFa+zwEPGZgImYAIBJKA1zG1xSqCsbGgdIj0Pz8A7qxqIdyL+fcT+YLIf4ykc085xauUfwjv47kSd14vyz1bAUZnNBEzABEwgOAQ8TS4un6Xa3QmhTz/9+lJa5P/D9rGHU7CmsSq1s2fPXpGenn4t+V5lZWVafz4Nl8iPQtR1rpa0jfA+/nWPooeEzQRMwAQCSMDT5OL2oUZCgwZdN4apcTNplacg4CtptW9G2LUFrVroSYRFHTp00Nz49yTm5PcjfSAxmVhUXl5+i7vooWEzARMwgQAS0LtbW5wSKCkZuY157cdUVFQMQrDvz87OvrtpVTj2N/JTcU2TO7G6uvqnpPdH/GfifRD/GR5F35SY0yZgAiYQGAKRT6lKj8BUp51UJBz+ODR27Gmh1at/sGzt2jMHx6rN3HZtHiT/O4KugXaaQjcdPxNfQZka7L3ZTW48564nP88teIjYTMAETCCABDIDWKfAVyktLbq+DZvNvP7ZijcFBQVa0CYR19Q4LWqziqVrpxIHkF/fCCWP/NPjx4/vGzvHAt9IxsEETMAEAkZgc8Dq0y6qU1XVj3omsj1cavmECRNyVWmE/TRFBPzOxvhuSkrKj5n//l3yXSgP45mcd5L2kCeWFBUVXWSBFy2bCZiACQSPQNfgVSn4Naqry6CSDaHExMoOCPjJZNRyn0LUtDmNlNcc9wmsN38ion4f6URG1n+D45UMtrsD18j6Tjk5Of38Dh4qNhMwARMIHoHIJupkkY+zB5ucvC00fvyxofr6tNrk5IpqxFpd8EkIuebCLyavxW/2weeTzuRHwDDi2xw/jJHzg+fNm/fJpEmTFlLmleyAZDMBEzCBIBJwAy4Onyrrz/OtI6GysiFliPRsMvPxF0i/peowN17d9TV4LeKu/eFfwf8D35aRkfE3xF27z/XnHf0d7qKHhM0ETMAEAkggHMA6tYMqaap7JLRp06FlJKJry9M6z0XgV6ryCDyb0CTopNg6NmPZXIbDkW502xcwiv500hmIf33sBH3OZgImYAImEBwCGmTn7WLj7HkyXo7BdMkS+CUDB17fj3fqZ1GF43AteNM1LS3taaIWMVIDvZfKmCOvFn4Vo+3HUKaNaepZIOdAt+AhYTMBEzCBABLw+/c4fajsE0NLvVNPvv4mWuKX0mJPJp5O/ila8FPI19bU1JzPYjc3UbaB5WwPJq6j/AYWvLmfNO/w6++ywIuEzQRMwASCR6A0eFVqVzXSIMmH8CG04lXxbvgUpsHdTmu9JBwOP4joX4iorygsLKyl7BKOj2E52+mUaRXDSg/CgILNBEzABIJHILKNOnUMXr2CXSOmx4Xy84/SZjMbevR4UlvBpiPYWXg6Ij6cvLrs1ZrX/u+LKNdqhWrtD8EzKHsb4Z9IXGqBh4jNBEzABIJHIKJBWn4HH2cPdrvAT+Y9fFID4+Q0Sl4L3GhqnFyCPor8y3TVT6U1P5u8tpAdyDENv19GfiAt/mJiT3fRQ8RmAiZgAgEk4O1i4/ChsuV79FtXV/fSD7SViPc7+LOkpyHctxHr8KMQ9yWNYq5pclrhTiPuMzlXy9h+jfxaCzwUbCZgAiYQQALeLjYOH2p6+proty4snLGaKW+jybxKl/u3EO5DSS8iliD0E1iKdm/SqynLwbPxaQy8m4rID0L81aW/lwUeKjYTMAETCCCBrQGsU+CrVFX12R4z23edYSEbhHw5Ip9Ht7y66dOYArewT58+2xBxvX+fSTwSv4L16bWFbC3pe4lJFngo2EzABEwggATUqrPFHYHtQ+PGjTvuYFalW8DX/wl+DyLf0NgyD9NSH8biNv0o0xK2SRyvZVrcX/gBMIF0J8p/gVdZ4KFhMwETMAETMIE9g4AWqUsIbds2Snu/qzW+D3416Tc3btz4IcL9cWpq6ltZWVmzKJO4q8lfTwt/Ky17tfAr8Xl8JtkCDwmbCZiACQSQQEkA6xT4KnXsuJg6RkIdOqzUSrPZCLpmQiQj2H/u0aPHFaS1et2bxCcoq6iqqrqZtKZD7k/+GaJG0E/mnBoLPDRsJmACJhBAAtp9zBZnBEpLh0W/cWrq+g6I9ADEug/xTwy4e4IDh+IbyW8kfhMvpTWv3eQ2a/tYBt9dRllHrWbH54o8Dx4aNhMwARMIHoHIGuq0V/DqFewaaR78mDFnhgoLH3x+4sQDR9FCH83684W8Y/8m7+DfQszVBb8SAdfa9LWkS0jvS3puY1keZf+LH+0WPBRsJmACJhBAAp4mF6cPNTV1Sygv7/SD+PrdWZL2BYRbvTES9noEfy9a6/uRXsCgupOI2vu9lPSPiT05912On0L0bnLAsZmACZhAEAmodWeLQwKJidUhbTgjY/BcGsJdRDyG+AFrzT8wceLEctIDmRZ3K6eoJd+L1v0fEHX12GiJYq1+t8kteJGwmYAJmEDwCFjg4/CZduiwItTQEMYjiQh2AkJdg6eQPB3/lCqp+70P6aHEFN7NH0G6inM0GE/r02fwA0AD7zIs8FCwmYAJmEAACWQEsE6Br1Jp6YhQWdng0AcfXFNBZRPobh/DoLkDSGtRG4S/IXnVqlUaJf8S2eHMldfgu2pEfjHv6Q8h6rzx+HwLPBRsJmACJhBAApsDWKf2VKVqRHy9KswgO+0WV0R+C1313xkwYIBWuRtCvgRXC/8thP1xjv2M9Kekn+T4aAs8FGwmYAImEEACXQNYp8BXqWPHRaHMzA9DQ4f+PAehzqG7fR6VfgPhnkPrfQ7pjJKSksFEbSOrhW00Xz6BY9oDvoyyAcQziBUWeEjYTMAETCCABNTFa4szArEu+kRtArt9Kdow8f41a9Zcxkp1mg7XGXuDanUnrV6azFgVEfWPKFuG2P+VeLcFPkbG0QRMwASCRSAlWNVpH7VRCz4pqYJ37dsfH0Kt9+sH9evX72IInER6E+/a7yA2kK8jDsJzZ8+e/TZ5rUWv7vxj8NO80A0UbCZgAiYQPAIR7SeukdW2uCRQUzVx4qFhBtlFG+ITJkzYn6lwsxH8BxF0lR21bt26QTk5OQfRslfZPzg2Fv8z6VUcP9ct+Lh88P7SJmACJvCFBDzI7gsR7bknJCWVF+vb5efna8EbWTpehY+nC/4V4mu9evVaiehPIx2qrKy8AmEvx79OdjLuzWYExmYCJmACASTgQXZx/FC7d39Fzy9C6/z8WDVonafSoh9BXpvKHES619q1azWojm79JG1Ck4L4/w/lWsmuk7voRcZmAiZgAoEjECmiStpK1BaHBEaPPqu2Y8cPNdRuIfu/H42AD8SfoirP4mrNH4yIa4qc3sXrvfsyvD9lCyjT+vT57qKHiM0ETMAEAkhA65fb4pDAsGE/CaWnr9X0N61Xm82OcS8rjWgXI96300o/m3wt68//oqKiooDySG1t7SmUzeH4cPx+PNkteIjYTMAETCB4BDzILl6f6dix3+KrJzakpa3XcsPzEetBRK1cdxRirsF0DcRxRPXSyCeR/jaxB+XTiXpXX+sWPBRsJmACJhBAAlsDWKfAV0mbzITDm0OrVp1bzDrzafgEKr0FH4vfiw/B6xD05cSldN9fgKhL8K9lJbufUBZhGt2lxAXqArCZgAmYgAkEj0B28KoU/Bp16fIGO8ElhnJzp2cNHRpdxS4L8V6HoA+ka/4W3sOfKgqUaYOZZES9P9lM8vXKEys453ziZrfgg///i2toAibQPgmo1WeLMwKbNx8Uqq9PD61Zc0bJ+vXrD0K0/45vohqvMhVOu8llkU8l5iHihzBN7mbyyRw7kLI3SesctfB7WuAhYTMBEzCBABLoEsA6tZsqDRhwa1aPHj0+QcS/h2tlun3mz5+vQXa15E8jv5UW/a3kp5KuZUOa75PWuDptGXsrMdsCDwWbCZiACQSQgKZP2eKQQGJiDQvX9K1HwAczp70Tgn091RhTUFCgaXCb8RnkuxL3YYnaN0lPI30p/jW8RlXmM9+3wIuEzQRMwASCR6A8eFVqPzXatm1EDe/Sp7Ob3GxqrRb8p7xvH0WUbmci4JoL34f94CcStdjNLbg2GFrHeSMQ+sEWeGjYTMAETCCABDoGsE7toEqRUGJibYhFbsK8V/8WLfgCxPwqKt6FeAAxgfgxcQ0iroGUfyVqqpxG2S/jmMT+NMoutcBDwmYCJmACASTgtejj8qEmRHeSW7fu+OLCwkK1yEN0wz+qgC9iCtw1xHw8BzFPw2VaCOdgXAPvutK1P4+yrp4mBxGbCZiACQSQgNeij9uHmhDq1u2VrH33nbgUoZ5Gl7vmvuch7uvptt+X9MuUD0PI/8ix3yLqPyX9S+J5lKcTuxHvcgs+bv8H8Bc3ARMwgX9LoPrfHvXBPZZARcXeobS0jRGEOgcB/wVf9BAE+y3y/RDyMtIFlJVy7D+Iq8mPra6unklaS9vOwe/EKy3wULCZgAmYQAAJRAJYp3ZRpQ0bjgh16LAsCeHWBjIpEndiKQL/PUT9h6Tr8X7ktW1sP+WZJvc8UWKvKXL3cOwwd9FDwmYCJmACASSQFsA6tYsqpaRsjq5mR2WTEez1iPXxxBX4e/hy8kM5lolrK1mtZFdGmXaeG8sPgD8R1Xif4RY8FGwmYAImEEACHmQXpw+1Z89nQnV1ndVK134CWxDsTVVVVceR1uYzK3B1xafgaxhl3wFx17z3OcQGYjfiKo5lWuChYDMBEzCBABLwILs4fKjabCYlZWto4cIb6hDvwxD2w6lGBl3wZ6o6iPcpRUVFxyDkt5HtxTz5A4kZ5AvxF0nPJCYRB1rgoWAzARMwgQASKAtgnQJfpdhmM8nJ5ZV5eXmd09PTn0XU76fixxL12iWha9euat3LVlJ2kBJ0zeeTVjd9Ca4pdcP9Dl5kbCZgAiYQPAJa6cwWZwS02UxdXafQsGGXdg6H04sQ6w1UQY3xpXV1db9OSUl5JxwOP46gb1VLHV+NsFcT1VWfS/kyRtqrrLNb8HH28P11TcAETOBLElA3rS0OCSQk1IaSkiq0Yp02j6lBrM9l3/crEfdzEe/rEHENvhtHeTb514mpiP8f6NLXanaTyYc5nmiBj8OH769sAiZgAl+CgLeL/RKQ9sRTkpKqedeeqM2C1iLWuYj4jHfeeWct+ankb5o1a9bRlL2LiKPiiVcTtiL+l/A+fgHnLOTY05zXyQK/Jz5dfycTMAET2H0C3i529xm2yRUaGpJDGzd+TQvdaLGijYj4yYj3NxHyJeQv1Lt5VrSbRF7v2qXjqaWlpSeTf4R0H84/nHSNBR4aNhMwARMIIAFNsbLFHYEIrfdIaMOGo0poqY+iNT6JKiQh9ueRfoj0zxlRvxIB70nZo3gG3qFTp05FxHMo78A5F+D1HmQHBZsJmIAJBJCAdhqzxR2BhOhuckOGXJUdDk+6HcEeglfg2i72OER8HkL/KbGYsjHESuJW3r/vlZ+ffx4t+1+Sv4Fq93ELPu4evr+wCZiACZhAkAnU16cwF75YA+wmIOCxLWG1el0nxDuTsq+R3pt0qjgQtX1sPeVa6KaBefL3kO9vgRcdmwmYgAkEj0Bx8KrUPmqUmFgX2rIlv4rd425hT/g8WuxLqbneyecSw7gEvA+t9XM4VkTLfsukSZNGc/xsytP69u07g/S7Fnho2EzABEwggASyAlindlElvYPftm00+p10LHvC1yLWR1LxTbTOtcBNF/KnEheRfwZxzyVqX/j/5gfBWZSvQ/RL8SS/g4eGzQRMwAQCSEDT5DTgyhZnBOrr00NVVX1KEe1O48aNG4CIdyetTWcWIdzqsu9B+kDKJqhqxHnkB/KD4DziaopG4wUJOmgzARMwARMIGoGIlqq1wMfhYy0oOBjRTowkJdXWIN6JiHY58R/EbkS14LdRre602E9A1MdQdpKqSdR7+JfxcaRT3UUfhw/fX9kETMAEvgQB7Thmi0MC6qJfvvxSjY7fm69PiHyEaPeNVYVW/NWku9Gyv4xjh5KW+L+BayDeNyjrRFxtgYeCzQRMwAQCSECLpNjikEB9fQaqnqQfaDMR88n4XxDtvsyLn0hZNkL+Y/Jainhvpsd9l/zFpE/Gc/B98D74CRZ4KNhMwARMIIAE3D0fxw+1c+eF2izoVbrgz6elHt3fPVad4uJizYcvIj+YFe5eJXbEn6OshNiLKIFfYYGHgs0ETMAEAkhgcwDr1C6qVF6+d6hTp/kRWu5X0VIfxLt2Cff7TIXTwjdF2dnZEvy98S3kX8a1MU1nvAyfz+dO4ViCBR4KNhMwARMIIIGuAaxT4KvUseOiUGbmklA4vC6F1vs/qHAO8UVa5TMR7nRa8/3oqu+JkGsjGi10o+VqtdKd5sarWz+CH0/+OQs8JGwmYAImEEAClQGsU+CrVFo6IroffGJivUbX5VJhTYurQ9SvJGpU/RJa8neR1rz4SkR/AOmYvUWiFMHvz7FCC3wMi6MJmIAJBIuA94OPw+eZkFAXSk4uDRUW3qNpjp9WVVX1IlYVFBT8ntb7sYh3H/Z+n0NcSXl9cnLyJcTM2bNnv03UDoL98Fxa/Tda4CFhMwETMIEAEoiuUx7AegW6Sl26vBFqaAjTek9NQcQT0tPTnyXcj+9Pqzwdcf9ObW3tX4CQQOv9Vt7P/0BA+AFwH2E8/nsG4U3k3GwvdCMyNhMwARPYJQKRA/nYiF36aMt/6OfconfL38Z3aG4C48cfE6qp6VKbkfGRemGW4+8j5NfQKv8jQq+BdNVEvYevIGoRnCPwl2jhH8a5TyD8T1L+Ry9V29xPxtczARNoTwS0JvjU9lRh17XlCaibPjGxVuJej1j/FGEfgl+EaOsH2xmULSa/hPSVNTU1L6Smpn5Iq/6KlJQUzYc/AbHXojeZ7qKHhs0ETMAETMAE9iQC69adUM732UKr/AYEW1qtlns3uug7UnYHafXA/x5Rv5FYTnwMUdciNykc/yFpL1ULDJsJmIAJ7CoBrSxmM4FmJ9C37wNaqEiL3fRGrH+JoD9PnEHL/SresX+X/G84VoTgX006hVb9GcSbKFOXvWK9W/BQsJmACZjALhLwv6G7CM4f+9cEEhLqtZtcBCHvg1jfzJnraJXfhpg/QnokC90sk+irHMEfRDqJ4xcSL8bLSf+IYxua4R18ZAoXysdtJmACJtDeCGh/bpsJNCuBhobU0Nq13y7euvU2TZX7KfPeJ9FCv4H37K8h6O+T1lz3jRwrIKqlv4CYQ7l+CAzmR8Eq8tc3g8CHJnNxDzIBgs0ETMAETMAEdpdAUlIVLfjemboOa80fSihEsH8bDocXkL6PtDaW0dawHyLm2hf+++QfIK8lbbVAzqN4Q3N0L6XogjYTMAETMAETMIHdJ1BePpiLJG/TleiW16Yyev/+IrE/wv04sYiotec3kU5mR7n3WRDnaM7pSz6PRW/0Dn5scwj8BC5kMwETMAETMAETaAYCGzYcEerff1oXLpX81ltvLWaZ2ucQ8+jrIET8EvzviPhRlD3KOUnDhw/PZEGcR/kx8J+cqxXuZK83w0I3kflcaHT0cv6PCZiACZiACZjAbhPo2/f+mtzcaYsQ8TIEvSfv159isZvfMB1uHGVXUracWEMcyc1ewc/AF1Omhvsazv9Rcwj8LVzM7+CBYDMBEzABEzCBZiKwkNVoR+23335Z8+fPL97hmkl5eXnhwsLCih3KP5e1wH8OhzMmYAImYAImsEcQiAr87nyT5hhFP4Mv8N7ufAl/1gRMwARMwARM4HMENn8u54wJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmIAJmEAwCTTDdrHBBPNlapWfn39+YmLiRQkJCWu/zPk+p9UIjOJO3uGw1XB/8Y0ikcgA/k42cmbZF5/tM1qDAM8kg2fSi3utaI37+R5fmsDwWbNmdf/SZ/vEliGAwB85adKky1rm6r7qrhLgmby6q5/151qGwMSJE68tKCg4oGWu7qvuCgGexwiey8278ll/puUINOe/X4kt9zV9ZRMwARMwARMwgbYiYIFvK/K+rwmYgAmYgAm0IAELfAvC9aVNwARMwARMoK0IWODbirzvawImYAImYAItSMAC34JwfWkTMAETMAETaCsCFvjdIM8UuQammtTvxiX80ZYhUNsyl/VVd4NAnf5eduPz/mgzE6ivr9fzqGvmy/pyu0/A/37tPkNfwQRMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwARMwASiBHL472340/jVeCouuxCfif8V74jbWp/Asdzyt01ueznpOY3+RJNyJ1uPQC63erLJ7fT3Mg3/B/4r3NZ2BI7k1rG/D8XebfdVfOdGAv77aOP/Ff7A/U9t/A5XE0/H8/FH8GT8Avx3uK11CVzK7VbiNze57SzSXfEwrj8cW+sSOIrbzcUXNrntZaT1YzgFn4EfgdvahoD+/ZqC6+9Dbmt7As3+9+HtYr/aQ72R0x9t/EglsQ8+CVcLUdsu/hU/BLe1LoHN3G5qk1vq/+su+Nfxb+NJuK11CWRyO/FvageSeRjXdpj6Uey/FSC0kY3hvtm4/m6y2ug7+LafJ9Dsfx8W+M8D/qLcJ5wgIT8YPxFXd2NffAsuK8bVarS1LoHp3E7PJWY9SGxs9O7EZ2IHHFuNgH4I64dXU2v6t7KVA92aHnS6VQnUc7cEfD2u3i79ILO1LYFm//uibNJYAAAFAUlEQVRQt7LtqxFQ1+NV+DF4SaPH/jgyyEtYbG1LQD/EDmr8Cs8RT8b1jnFdY5lD2xDQ34v+VqrwDvgG3NY2BL7R5Lb7k9YYlhlNypxsfQLN/vfhFvxXe4h6Z6j3JJPxosaPziOOb0zrffx7jWmHtiMwgFvf23j7VKJERS0VW9sS8N9K2/KP3V3/7j+Lq0EiG4I3HSsRLfR/Wp2A/z5aHfnnb7iY7ApcD0Iusdf73Vvxv+Nv4z1xW+sTOJxb3tzktjeQfhRfgJ+J21qfgHoImwqHuiAfwyUuejbqIra1DYEzuK16t17B/9w2X8F33YGA/z52ALInZdP3pC/j7xIlkMZ//Rpqz/ufwX8re8YzUUter0psexYB/33sWc/D38YETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETMAETKBNCHThrqnNdOeezXQdX8YETMAETMAE4ppAJt9+W6OXExua5J8jnYcvxVvKwlz4KTwFn43r/r3xpjaZTAQ/v2nhv0j/N+X7/4tjLjYBEzABEzCBdklgArXesEPN1bLutUNZc2Z/xsWObbygBH4tvqOQ30GZvteO5RT9P8ui5Hk84f8dcYEJmECrEkhs1bv5ZiZgAl+VwCA+cFfjh14mno2vwpfgBbhazBLfGXhHXNYdfxwvxhfgX8N3ZjrvXFw9BTH7G4kTYhliMj4Jl/jHbBiJV/ASfDV+ER4z3VPlJ8YKHE3ABNqGgAW+bbj7ribwZQmkceKAxpMHEiWcB+LP4C/hZfh+eF/8CFx2Jy6RHYr/CY/9QCD5ORtLbh5e16T0NdLDcYm/7DB8Ft70nPvJP4urK1/ifh2u9/gxe5XEv/pRETvH0QRMoIUJWOBbGLAvbwLNTOAmrqdu9Idwta4lrutwCbO6+CW0x+DX4hX4Y7iOj8J3tCEUFO1QKCGXeE9pLD+JqGs0tXPIqOegGv8Ir8RjPwhIRr+frm0zARNoQwIW+DaE71ubwC4QkFjLJKpKlyqD1eASfLXkI/hMXIPz5Pvg6s7f0XIpUPf+jvYEBeqm1/UOwXWtpiYxfx3XZ6/Hk/Cm/5aoPBe3mYAJtCEB/QHbTMAE4odA067ynX1rvZtX9/xIfFPjCRJkle1oqykYtmMh+Rfxu/Hj8Nm4fjzETD0EatF/B38GVytePQUJeMx6k9C1bSZgAm1IoOmv7jb8Gr61CZhAMxGQGGswnka86++7J74Y1/v4He09CgbtWEi+Cler/Vp8x+55TeuTvYTrvG/jGieQgsdM19S1bSZgAm1IwALfhvB9axNoIQK/57qn4xptrxa4utF3Jrgqk/A3bX2TjZpG4evHwQvbs5/9dw2pe/AFeCF+NP4mPhiPmXoFdNxmAiZgAiZgAibQAgTUNb8z8W56K71vV1f8V7UOfCBjJx/KomwF3nknx1xkAiZgAiZgAibQSgQ09U7d7c1ll3Ohc5rrYr6OCZjArhP4P9R1inkiE1KvAAAAAElFTkSuQmCC" alt="plot of chunk temporalrange"/> </p>
<pre><code>## 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