From 115781bc39806687f90ffa94c0819c50bc0631f4 Mon Sep 17 00:00:00 2001 From: Max Lapan Date: Wed, 18 May 2022 16:04:31 +0200 Subject: [PATCH] 14 chapter done --- 14-Chapter 14. Adventures in Covariance.ipynb | 635 ++++++++++++++++- data/Primates301.csv | 302 ++++++++ data/Primates301_distance_matrix.csv | 302 ++++++++ data/Primates301_vcov_matrix.csv | 302 ++++++++ ...-Chapter 14. Adventures in Covariance.html | 667 ++++++++++++++++++ 5 files changed, 2207 insertions(+), 1 deletion(-) create mode 100644 data/Primates301.csv create mode 100644 data/Primates301_distance_matrix.csv create mode 100644 data/Primates301_vcov_matrix.csv diff --git a/14-Chapter 14. Adventures in Covariance.ipynb b/14-Chapter 14. Adventures in Covariance.ipynb index 79d441f..b096d29 100644 --- a/14-Chapter 14. Adventures in Covariance.ipynb +++ b/14-Chapter 14. Adventures in Covariance.ipynb @@ -5910,10 +5910,643 @@ " NUTS(), 1000);" ] }, + { + "cell_type": "markdown", + "id": "f450fe6a", + "metadata": {}, + "source": [ + "Code 14.47" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "77399a9f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

16 rows × 7 columns (omitted printing of 2 columns)

variablemeanminmedianmax
SymbolUnion…AnyUnion…Any
1nameAllenopithecus_nigroviridisVarecia_variegata_variegata
2genusAllenopithecusVarecia
3speciesabeliizaza
4subspeciesalaotrensisverus
5spp_id151.01151.0301
6genus_id34.186136.068
7social_learning2.3004900.0214
8research_effort38.7634116.0755
9brain68.49321.6358.55491.27
10body6795.1831.233553.5130000.0
11group_size13.26311.07.591.2
12gestation164.50459.99166.03274.78
13weaning311.08840.0234.1651260.81
14longevity331.971103.0301.21470.0
15sex_maturity1480.23283.181427.175582.93
16maternal_investment478.6499.99401.351492.3
" + ], + "text/latex": [ + "\\begin{tabular}{r|cccccc}\n", + "\t& variable & mean & min & median & max & \\\\\n", + "\t\\hline\n", + "\t& Symbol & Union… & Any & Union… & Any & \\\\\n", + "\t\\hline\n", + "\t1 & name & & Allenopithecus\\_nigroviridis & & Varecia\\_variegata\\_variegata & $\\dots$ \\\\\n", + "\t2 & genus & & Allenopithecus & & Varecia & $\\dots$ \\\\\n", + "\t3 & species & & abelii & & zaza & $\\dots$ \\\\\n", + "\t4 & subspecies & & alaotrensis & & verus & $\\dots$ \\\\\n", + "\t5 & spp\\_id & 151.0 & 1 & 151.0 & 301 & $\\dots$ \\\\\n", + "\t6 & genus\\_id & 34.186 & 1 & 36.0 & 68 & $\\dots$ \\\\\n", + "\t7 & social\\_learning & 2.30049 & 0 & 0.0 & 214 & $\\dots$ \\\\\n", + "\t8 & research\\_effort & 38.7634 & 1 & 16.0 & 755 & $\\dots$ \\\\\n", + "\t9 & brain & 68.4932 & 1.63 & 58.55 & 491.27 & $\\dots$ \\\\\n", + "\t10 & body & 6795.18 & 31.23 & 3553.5 & 130000.0 & $\\dots$ \\\\\n", + "\t11 & group\\_size & 13.2631 & 1.0 & 7.5 & 91.2 & $\\dots$ \\\\\n", + "\t12 & gestation & 164.504 & 59.99 & 166.03 & 274.78 & $\\dots$ \\\\\n", + "\t13 & weaning & 311.088 & 40.0 & 234.165 & 1260.81 & $\\dots$ \\\\\n", + "\t14 & longevity & 331.971 & 103.0 & 301.2 & 1470.0 & $\\dots$ \\\\\n", + "\t15 & sex\\_maturity & 1480.23 & 283.18 & 1427.17 & 5582.93 & $\\dots$ \\\\\n", + "\t16 & maternal\\_investment & 478.64 & 99.99 & 401.35 & 1492.3 & $\\dots$ \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m16×7 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m variable \u001b[0m\u001b[1m mean \u001b[0m\u001b[1m min \u001b[0m\u001b[1m median \u001b[0m\u001b[1m max\u001b[0m ⋯\n", + "\u001b[1m \u001b[0m│\u001b[90m Symbol \u001b[0m\u001b[90m Union… \u001b[0m\u001b[90m Any \u001b[0m\u001b[90m Union… \u001b[0m\u001b[90m Any\u001b[0m ⋯\n", + "─────┼──────────────────────────────────────────────────────────────────────────\n", + " 1 │ name \u001b[90m \u001b[0m Allenopithecus_nigroviridis \u001b[90m \u001b[0m Var ⋯\n", + " 2 │ genus \u001b[90m \u001b[0m Allenopithecus \u001b[90m \u001b[0m Var\n", + " 3 │ species \u001b[90m \u001b[0m abelii \u001b[90m \u001b[0m zaz\n", + " 4 │ subspecies \u001b[90m \u001b[0m alaotrensis \u001b[90m \u001b[0m ver\n", + " 5 │ spp_id 151.0 1 151.0 301 ⋯\n", + " 6 │ genus_id 34.186 1 36.0 68\n", + " 7 │ social_learning 2.30049 0 0.0 214\n", + " 8 │ research_effort 38.7634 1 16.0 755\n", + " 9 │ brain 68.4932 1.63 58.55 491 ⋯\n", + " 10 │ body 6795.18 31.23 3553.5 130\n", + " 11 │ group_size 13.2631 1.0 7.5 91.\n", + " 12 │ gestation 164.504 59.99 166.03 274\n", + " 13 │ weaning 311.088 40.0 234.165 126 ⋯\n", + " 14 │ longevity 331.971 103.0 301.2 147\n", + " 15 │ sex_maturity 1480.23 283.18 1427.17 558\n", + " 16 │ maternal_investment 478.64 99.99 401.35 149\n", + "\u001b[36m 3 columns omitted\u001b[0m" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d = DataFrame(CSV.File(\"data/Primates301.csv\", missingstring=\"NA\"))\n", + "describe(d)" + ] + }, + { + "cell_type": "markdown", + "id": "fc9e11a0", + "metadata": {}, + "source": [ + "Code 14.48" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "749a7078", + "metadata": {}, + "outputs": [], + "source": [ + "dstan = d[completecases(d, [\"group_size\", \"body\", \"brain\"]), :]\n", + "spp_obs = dstan.name;" + ] + }, + { + "cell_type": "markdown", + "id": "a1bd0604", + "metadata": {}, + "source": [ + "Code 14.49" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "3fb00c8f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "┌───────┬──────────────────────────────────────────────────────────┐\n", + "│\u001b[1m param \u001b[0m│\u001b[1m mean \u001b[0m\u001b[1m std \u001b[0m\u001b[1m 5.5% \u001b[0m\u001b[1m 50% \u001b[0m\u001b[1m 94.5% \u001b[0m\u001b[1m histogram \u001b[0m│\n", + "├───────┼──────────────────────────────────────────────────────────┤\n", + "│ a │ -0.0001 0.0178 -0.0288 0.0008 0.0284 ▁▁▂▄▆▇█▆▃▂▁▁ │\n", + "│ bG │ 0.1223 0.0222 0.0876 0.122 0.1585 ▁▁▄██▅▂▁ │\n", + "│ bM │ 0.8942 0.0216 0.8596 0.8951 0.929 ▁▁▁▂▄▅███▆▃▂▁▁ │\n", + "│ σ_sq │ 0.2161 0.0124 0.1968 0.2161 0.2359 ▁▃▇█▇▄▁▁ │\n", + "└───────┴──────────────────────────────────────────────────────────┘\n" + ] + } + ], + "source": [ + "dat_list = (\n", + " N_spp = nrow(dstan),\n", + " M = standardize(ZScoreTransform, log.(dstan.body)),\n", + " B = standardize(ZScoreTransform, log.(dstan.brain)),\n", + " G = standardize(ZScoreTransform, log.(dstan.group_size)),\n", + ")\n", + "\n", + "@model function m14_9(N_spp, M, B, G)\n", + " σ_sq ~ Exponential()\n", + " bM ~ Normal(0, 0.5)\n", + " bG ~ Normal(0, 0.5)\n", + " a ~ Normal()\n", + " μ = @. a + bM*M + bG * G\n", + " B ~ MvNormal(μ, σ_sq)\n", + "end\n", + "\n", + "Random.seed!(1)\n", + "m14_9_ch = sample(m14_9(dat_list...), NUTS(), 1000)\n", + "m14_9_df = DataFrame(m14_9_ch)\n", + "precis(m14_9_df)" + ] + }, + { + "cell_type": "markdown", + "id": "085ed9af", + "metadata": {}, + "source": [ + "Code 14.50" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "aa77eb7e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "V = DataFrame(CSV.File(\"data/Primates301_vcov_matrix.csv\"))\n", + "Dmat = DataFrame(CSV.File(\"data/Primates301_distance_matrix.csv\"))\n", + "\n", + "# Drop index columns\n", + "select!(V, Not(:Column1))\n", + "select!(Dmat, Not(:Column1));\n", + "\n", + "p = scatter(Matrix(Dmat), Matrix(V), c=:black, ms=2)\n", + "display(\"image/png\", p)" + ] + }, + { + "cell_type": "markdown", + "id": "65327d94", + "metadata": {}, + "source": [ + "Code 14.51" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "c5c553e9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "┌───────┬───────────────────────────────────────────────────────────┐\n", + "│\u001b[1m param \u001b[0m│\u001b[1m mean \u001b[0m\u001b[1m std \u001b[0m\u001b[1m 5.5% \u001b[0m\u001b[1m 50% \u001b[0m\u001b[1m 94.5% \u001b[0m\u001b[1m histogram \u001b[0m│\n", + "├───────┼───────────────────────────────────────────────────────────┤\n", + "│ a │ -0.2016 0.1604 -0.4386 -0.2054 0.0593 ▁▁▁▂▇█▇▆▃▁▁▁ │\n", + "│ bG │ -0.0129 0.0197 -0.0441 -0.0131 0.018 ▁▁▁▁▂▄▆█▇▅▄▂▁▁ │\n", + "│ bM │ 0.7005 0.037 0.6389 0.7007 0.7571 ▁▁▂▄▇██▇▅▂▁▁▁ │\n", + "│ σ_sq │ 0.1614 0.0188 0.1318 0.1607 0.1935 ▁▂▃▆██▆▃▂▁▁▁▁ │\n", + "└───────┴───────────────────────────────────────────────────────────┘\n" + ] + } + ], + "source": [ + "V_inds = [\n", + " findfirst(x -> x == n, names(V))\n", + " for n in spp_obs\n", + "];\n", + "\n", + "V_dat = Matrix(V[V_inds, V_inds])\n", + "R = V_dat ./ maximum(V_dat);\n", + "\n", + "@model function m14_10(N_spp, M, B, G, R)\n", + " σ_sq ~ Exponential()\n", + " bM ~ Normal(0, 0.5)\n", + " bG ~ Normal(0, 0.5)\n", + " a ~ Normal()\n", + " μ = @. a + bM*M + bG * G\n", + " Σ = R * σ_sq\n", + " B ~ MvNormal(μ, Σ)\n", + "end\n", + "\n", + "Random.seed!(1)\n", + "m14_10_ch = sample(m14_10(dat_list..., R), NUTS(), 1000)\n", + "m14_10_df = DataFrame(m14_10_ch)\n", + "precis(m14_10_df)" + ] + }, + { + "cell_type": "markdown", + "id": "28814193", + "metadata": {}, + "source": [ + "Code 14.52" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "f41fa6bb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "┌───────┬──────────────────────────────────────────────────────────┐\n", + "│\u001b[1m param \u001b[0m│\u001b[1m mean \u001b[0m\u001b[1m std \u001b[0m\u001b[1m 5.5% \u001b[0m\u001b[1m 50% \u001b[0m\u001b[1m 94.5% \u001b[0m\u001b[1m histogram \u001b[0m│\n", + "├───────┼──────────────────────────────────────────────────────────┤\n", + "│ a │ -0.0735 0.377 -0.6709 -0.0716 0.5161 ▁▃█▇▂▁ │\n", + "│ bG │ 0.0923 0.1625 -0.1724 0.0907 0.3527 ▁▁▁▃▅██▅▃▁▁▁ │\n", + "│ bM │ 0.7553 0.185 0.4653 0.7537 1.0538 ▁▁▄█▇▂▁▁ │\n", + "│ η² │ 1.0143 0.0141 1.0008 1.0099 1.0411 █▃▁▁▁▁▁▁ │\n", + "│ ρ² │ 3.1357 0.1145 3.0101 3.1071 3.3573 █▇▆▄▃▂▂▁▁▁▁▁▁ │\n", + "└───────┴──────────────────────────────────────────────────────────┘\n" + ] + } + ], + "source": [ + "D_inds = [\n", + " findfirst(x -> x == n, names(Dmat))\n", + " for n in spp_obs\n", + "];\n", + "\n", + "D_dat = Matrix(Dmat[D_inds, D_inds])\n", + "D_dat ./= maximum(D_dat);\n", + "\n", + "@model function m14_11(N_spp, M, B, G, D_dat)\n", + " bM ~ Normal(0, 0.5)\n", + " bG ~ Normal(0, 0.5)\n", + " a ~ Normal()\n", + " μ = @. a + bM*M + bG * G\n", + " \n", + " η² ~ TruncatedNormal(1, 0.25, 1, Inf)\n", + " ρ² ~ TruncatedNormal(3, 0.25, 3, Inf)\n", + " \n", + " Σ = η² * exp.(-ρ² * D_dat) + LinearAlgebra.I * (0.01 + η²)\n", + " B ~ MvNormal(μ, Σ)\n", + "end\n", + "\n", + "Random.seed!(1)\n", + "m14_11_ch = sample(m14_11(dat_list..., D_dat), NUTS(500, 0.65, init_ϵ=0.4), 4000)\n", + "m14_11_df = DataFrame(m14_11_ch)\n", + "precis(m14_11_df)" + ] + }, + { + "cell_type": "markdown", + "id": "eccafe2d", + "metadata": {}, + "source": [ + "Code 14.53" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "e84fb139", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "plot(xlim=(0, maximum(D_dat)), ylim=(0, 1.5), xlab=\"phylogenetic distance\", ylab=\"covariance\")\n", + "\n", + "# posterior\n", + "for r in first(eachrow(m14_11_df), 30)\n", + " plot!(x -> η² * exp(-ρ²*x), c=:black, alpha=0.5)\n", + "end\n", + "\n", + "Random.seed!(1)\n", + "η = rand(Normal(1, 0.25), 1000)\n", + "ρ = rand(Normal(3, 0.25), 1000)\n", + "d_seq = range(0, 1, length=50)\n", + "\n", + "K = [\n", + " [\n", + " η² * exp(-ρ²*d)\n", + " for d ∈ d_seq\n", + " ]\n", + " for (η², ρ²) ∈ zip(η, ρ)\n", + "]\n", + "K = hcat(K...)'\n", + "\n", + "K_μ = mean.(eachcol(K))\n", + "K_pi = PI.(eachcol(K))\n", + "K_pi = vcat(K_pi'...)\n", + "\n", + "plot!(d_seq, [K_μ K_μ], fillrange=K_pi, fillalpha=0.2, c=:black)\n", + "annotate!([\n", + " (0.5, 0.5, text(\"prior\", 12)),\n", + " (0.2, 0.2, text(\"posterior\", 12))\n", + "])" + ] + }, { "cell_type": "code", "execution_count": null, - "id": "5a91f6e4", + "id": "0460d1e5", "metadata": {}, "outputs": [], "source": [] diff --git a/data/Primates301.csv b/data/Primates301.csv new file mode 100644 index 0000000..9d423c2 --- /dev/null +++ b/data/Primates301.csv @@ -0,0 +1,302 @@ +"name";"genus";"species";"subspecies";"spp_id";"genus_id";"social_learning";"research_effort";"brain";"body";"group_size";"gestation";"weaning";"longevity";"sex_maturity";"maternal_investment" +"Allenopithecus_nigroviridis";"Allenopithecus";"nigroviridis";NA;1;1;0;6;58.02;4655;40;NA;106.15;276;NA;NA +"Allocebus_trichotis";"Allocebus";"trichotis";NA;2;2;0;6;NA;78.09;1;NA;NA;NA;NA;NA +"Alouatta_belzebul";"Alouatta";"belzebul";NA;3;3;0;15;52.84;6395;7.4;NA;NA;NA;NA;NA +"Alouatta_caraya";"Alouatta";"caraya";NA;4;3;0;45;52.63;5383;8.9;185.92;323.16;243.6;1276.72;509.08 +"Alouatta_guariba";"Alouatta";"guariba";NA;5;3;0;37;51.7;5175;7.4;NA;NA;NA;NA;NA +"Alouatta_palliata";"Alouatta";"palliata";NA;6;3;3;79;49.88;6250;13.1;185.42;495.6;300;1578.42;681.02 +"Alouatta_pigra";"Alouatta";"pigra";NA;7;3;0;25;51.13;8915;5.5;185.92;NA;240;NA;NA +"Alouatta_sara";"Alouatta";"sara";NA;8;3;0;4;59.08;6611.04;NA;NA;NA;NA;NA;NA +"Alouatta_seniculus";"Alouatta";"seniculus";NA;9;3;0;82;55.22;5950;7.9;189.9;370.04;300;1690.22;559.94 +"Aotus_azarai";"Aotus";"azarai";NA;10;4;0;22;20.67;1205;4.1;NA;229.69;NA;NA;NA +"Aotus_azarai_boliviensis";"Aotus";"azarai";"boliviensis";11;4;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Aotus_brumbacki";"Aotus";"brumbacki";NA;12;4;0;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Aotus_infulatus";"Aotus";"infulatus";NA;13;4;0;6;NA;NA;NA;NA;NA;NA;NA;NA +"Aotus_lemurinus";"Aotus";"lemurinus";NA;14;4;0;16;16.3;734;NA;132.23;74.57;216;755.15;206.8 +"Aotus_lemurinus_griseimembra";"Aotus";"lemurinus";"griseimembra";15;4;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Aotus_nancymaae";"Aotus";"nancymaae";NA;16;4;0;5;NA;791.03;4;NA;NA;NA;NA;NA +"Aotus_nigriceps";"Aotus";"nigriceps";NA;17;4;0;1;NA;958;3.3;NA;NA;NA;NA;NA +"Aotus_trivirgatus";"Aotus";"trivirgatus";NA;18;4;0;58;16.85;989;3.15;133.47;76.21;303.6;736.6;209.68 +"Aotus_vociferans";"Aotus";"vociferans";NA;19;4;0;12;NA;703;3.3;NA;NA;NA;NA;NA +"Archaeolemur_majori";"Archaeolemur";"majori";NA;20;5;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Arctocebus_aureus";"Arctocebus";"aureus";NA;21;6;NA;NA;5.88;210;NA;NA;NA;NA;NA;NA +"Arctocebus_calabarensis";"Arctocebus";"calabarensis";NA;22;6;0;1;6.92;309;1;133.74;109.26;156;298.91;243 +"Ateles_belzebuth";"Ateles";"belzebuth";NA;23;7;0;12;117.02;8167;14.5;138.2;NA;336;NA;NA +"Ateles_fusciceps";"Ateles";"fusciceps";NA;24;7;0;4;114.24;9025;NA;224.7;482.7;288;1799.68;707.4 +"Ateles_geoffroyi";"Ateles";"geoffroyi";NA;25;7;2;58;105.09;7535;42;226.37;816.35;327.6;2104.57;1042.72 +"Ateles_paniscus";"Ateles";"paniscus";NA;26;7;0;30;103.85;8280;20;228.18;805.41;453.6;2104.57;1033.59 +"Avahi_cleesei";"Avahi";"cleesei";NA;27;8;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Avahi_laniger";"Avahi";"laniger";NA;28;8;0;10;9.86;1207;2;136.15;149.15;NA;NA;285.3 +"Avahi_occidentalis";"Avahi";"occidentalis";NA;29;8;0;6;7.95;801;3;NA;NA;NA;NA;NA +"Avahi_unicolor";"Avahi";"unicolor";NA;30;8;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Brachyteles_arachnoides";"Brachyteles";"arachnoides";NA;31;9;0;57;NA;10537.31;19.6;221.75;734.82;NA;2876.24;956.57 +"Bunopithecus_hoolock";"Bunopithecus";"hoolock";NA;32;10;0;24;110.68;6728;3.2;232.5;635.13;NA;2689.08;867.63 +"Cacajao_calvus";"Cacajao";"calvus";NA;33;11;0;11;76;3165;23.7;180;339.29;324;1262.74;519.29 +"Cacajao_melanocephalus";"Cacajao";"melanocephalus";NA;34;11;0;8;68.77;2935;30;NA;NA;216;NA;NA +"Callicebus_donacophilus";"Callicebus";"donacophilus";NA;35;12;0;1;NA;897.67;1;NA;NA;NA;NA;NA +"Callicebus_hoffmannsi";"Callicebus";"hoffmannsi";NA;36;12;0;NA;NA;1067.61;1;NA;NA;NA;NA;NA +"Callicebus_moloch";"Callicebus";"moloch";NA;37;12;0;18;NA;958.13;2.95;164;58.85;303.6;1262.74;222.85 +"Callicebus_personatus";"Callicebus";"personatus";NA;38;12;0;19;NA;1390.8;2.35;NA;NA;NA;NA;NA +"Callicebus_torquatus";"Callicebus";"torquatus";NA;39;12;0;4;NA;1245;3.85;NA;121.66;NA;1683.65;NA +"Callimico_goeldii";"Callimico";"goeldii";NA;40;13;0;43;11.43;484;6.85;153.99;66.53;214.8;413.84;220.52 +"Callithrix_argentata";"Callithrix";"argentata";NA;41;14;0;16;7.95;345;9.5;NA;NA;201.6;701.52;NA +"Callithrix_aurita";"Callithrix";"aurita";NA;42;14;0;NA;NA;429;6;140;NA;NA;NA;NA +"Callithrix_emiliae";"Callithrix";"emiliae";NA;43;14;NA;NA;NA;309.58;NA;NA;NA;NA;NA;NA +"Callithrix_geoffroyi";"Callithrix";"geoffroyi";NA;44;14;0;NA;NA;342;NA;NA;NA;NA;NA;NA +"Callithrix_humeralifera";"Callithrix";"humeralifera";NA;45;14;0;4;NA;370;8.5;NA;99.01;180;NA;NA +"Callithrix_jacchus";"Callithrix";"jacchus";NA;46;14;2;161;7.24;320;8.55;144;60.24;201.6;455.99;204.24 +"Callithrix_kuhli";"Callithrix";"kuhli";NA;47;14;0;NA;NA;374.99;NA;NA;NA;NA;NA;NA +"Callithrix_mauesi";"Callithrix";"mauesi";NA;48;14;0;NA;NA;443.79;NA;NA;NA;NA;NA;NA +"Callithrix_penicillata";"Callithrix";"penicillata";NA;49;14;0;NA;7.32;328;5.9;NA;NA;NA;NA;NA +"Callithrix_pygmaea";"Callithrix";"pygmaea";NA;50;14;0;36;4.17;116;6;134.44;90.73;181.2;708.5;225.17 +"Cebus_albifrons";"Cebus";"albifrons";NA;51;15;1;13;65.45;2735;25;158.29;270.32;528;1501.69;428.61 +"Cebus_apella";"Cebus";"apella";NA;52;15;17;249;66.63;2936;7.9;154.99;263.12;541.2;1760.81;418.11 +"Cebus_capucinus";"Cebus";"capucinus";NA;53;15;5;60;72.93;2861;18.15;161.06;514.07;657.6;2134.73;675.13 +"Cebus_olivaceus";"Cebus";"olivaceus";NA;54;15;0;18;69.84;2931;11.45;NA;725.86;492;2525.48;NA +"Cebus_xanthosternos";"Cebus";"xanthosternos";NA;55;15;NA;NA;66.09;2440;NA;NA;NA;NA;NA;NA +"Cercocebus_agilis";"Cercocebus";"agilis";NA;56;16;NA;NA;116.43;7580;NA;NA;NA;NA;NA;NA +"Cercocebus_galeritus";"Cercocebus";"galeritus";NA;57;16;0;19;99.07;7435;20.35;174.43;NA;252;2735.94;NA +"Cercocebus_torquatus";"Cercocebus";"torquatus";NA;58;16;1;32;105.99;7485;26.85;168.98;NA;360;1318.86;NA +"Cercocebus_torquatus_atys";"Cercocebus";"torquatus";"atys";59;16;NA;NA;94.68;8600;35;165.08;NA;321.6;1321.67;NA +"Cercopithecus_albogularis";"Cercopithecus";"albogularis";NA;60;17;NA;NA;70.1;5620;32.5;NA;NA;NA;NA;NA +"Cercopithecus_ascanius";"Cercopithecus";"ascanius";NA;61;17;1;26;59.58;3714;26.3;148.5;146.54;339.6;1718.73;295.04 +"Cercopithecus_campbelli";"Cercopithecus";"campbelli";NA;62;17;0;11;57.39;3600;11;180.8;362.93;396;NA;543.73 +"Cercopithecus_campbelli_lowei";"Cercopithecus";"campbelli";"lowei";63;17;NA;NA;55.64;3187;NA;NA;NA;NA;NA;NA +"Cercopithecus_cephus";"Cercopithecus";"cephus";NA;64;17;0;8;65.26;3585;11;169.51;362.93;276;1521.9;532.44 +"Cercopithecus_cephus_cephus";"Cercopithecus";"cephus";"cephus";65;17;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Cercopithecus_cephus_ngottoensis";"Cercopithecus";"cephus";"ngottoensis";66;17;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Cercopithecus_diana";"Cercopithecus";"diana";NA;67;17;1;28;62.61;4550;24.95;NA;362.93;447.6;2279.95;NA +"Cercopithecus_erythrogaster";"Cercopithecus";"erythrogaster";NA;68;17;0;3;NA;3444.88;NA;NA;NA;NA;NA;NA +"Cercopithecus_erythrogaster_erythrogaster";"Cercopithecus";"erythrogaster";"erythrogaster";69;17;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Cercopithecus_erythrotis";"Cercopithecus";"erythrotis";NA;70;17;0;3;65.4;3250;NA;NA;NA;NA;NA;NA +"Cercopithecus_hamlyni";"Cercopithecus";"hamlyni";NA;71;17;0;4;65.9;4425;NA;NA;NA;NA;NA;NA +"Cercopithecus_lhoesti";"Cercopithecus";"lhoesti";NA;72;17;0;7;74.2;4710;17.4;NA;NA;192;NA;NA +"Cercopithecus_mitis";"Cercopithecus";"mitis";NA;73;17;0;56;71.33;6109;16;138.39;688.08;325.2;2049.25;826.47 +"Cercopithecus_mona";"Cercopithecus";"mona";NA;74;17;0;8;61.84;3719;NA;NA;NA;360;NA;NA +"Cercopithecus_neglectus";"Cercopithecus";"neglectus";NA;75;17;0;17;65.97;5450;4.5;172.07;417.62;315.6;2076.39;589.69 +"Cercopithecus_nictitans";"Cercopithecus";"nictitans";NA;76;17;0;7;71.13;5465;16;169.51;NA;276;1684.59;NA +"Cercopithecus_petaurista";"Cercopithecus";"petaurista";NA;77;17;0;5;55.08;3609;14;NA;NA;228;NA;NA +"Cercopithecus_pogonias";"Cercopithecus";"pogonias";NA;78;17;0;8;59.56;3580;15;169.51;NA;289.2;1684.59;NA +"Cercopithecus_preussi";"Cercopithecus";"preussi";NA;79;17;0;2;NA;5132.57;3;NA;NA;NA;NA;NA +"Cercopithecus_solatus";"Cercopithecus";"solatus";NA;80;17;0;6;NA;5256.91;10;NA;NA;NA;NA;NA +"Cercopithecus_wolfi";"Cercopithecus";"wolfi";NA;81;17;0;7;61.45;3390;NA;NA;NA;NA;NA;NA +"Cheirogaleus_crossleyi";"Cheirogaleus";"crossleyi";NA;82;18;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Cheirogaleus_major";"Cheirogaleus";"major";NA;83;18;0;3;5.81;400;1;70;47.14;180;420.91;117.14 +"Cheirogaleus_medius";"Cheirogaleus";"medius";NA;84;18;0;13;2.6;140;1;61.79;60.65;231.6;413.84;122.44 +"Chiropotes_satanas";"Chiropotes";"satanas";NA;85;19;0;21;48.33;3030;14.4;157.67;NA;216;NA;NA +"Chlorocebus_aethiops";"Chlorocebus";"aethiops";NA;86;20;5;91;65;3720;NA;NA;217.76;379.2;NA;NA 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+"Galago_moholi";"Galago";"moholi";NA;116;26;0;14;3.71;148;1;122.29;90.46;198;420.91;212.75 +"Galago_senegalensis";"Galago";"senegalensis";NA;117;26;0;20;3.96;194;3.5;126.98;93.93;204;330.37;220.91 +"Galagoides_demidoff";"Galagoides";"demidoff";NA;118;27;0;5;2.65;75;5.5;111;43.47;168;345.24;154.47 +"Galagoides_zanzibaricus";"Galagoides";"zanzibaricus";NA;119;27;0;NA;3.51;143;1;120;59.27;NA;322.75;179.27 +"Gorilla_beringei";"Gorilla";"beringei";NA;120;28;NA;NA;491.27;130000;NA;NA;NA;NA;NA;NA +"Gorilla_gorilla_gorilla";"Gorilla";"gorilla";"gorilla";121;28;13;517;490.41;120950;6;257;920.35;648;3353.12;1177.35 +"Gorilla_gorilla_graueri";"Gorilla";"gorilla";"graueri";122;28;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Hapalemur_aureus";"Hapalemur";"aureus";NA;123;29;0;5;NA;1562.41;3;142.5;NA;NA;NA;NA +"Hapalemur_griseus";"Hapalemur";"griseus";NA;124;29;0;40;14.09;709;3.1;141.24;136.29;205.2;1003.17;277.53 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+"Microcebus_lokobensis";"Microcebus";"lokobensis";NA;196;41;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Microcebus_macarthurii";"Microcebus";"macarthurii";NA;197;41;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Microcebus_mamiratra";"Microcebus";"mamiratra";NA;198;41;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Microcebus_mittermeieri";"Microcebus";"mittermeieri";NA;199;41;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Microcebus_murinus";"Microcebus";"murinus";NA;200;41;0;66;1.63;65;1;60.34;40.45;186;355.53;100.79 +"Microcebus_myoxinus";"Microcebus";"myoxinus";NA;201;41;0;NA;NA;31.23;1;59.99;NA;NA;NA;NA +"Microcebus_ravelobensis";"Microcebus";"ravelobensis";NA;202;41;0;NA;NA;58.6;NA;NA;NA;NA;NA;NA +"Microcebus_rufus";"Microcebus";"rufus";NA;203;41;0;8;1.72;43;1;59.99;40;144;NA;99.99 +"Microcebus_sambiranensis";"Microcebus";"sambiranensis";NA;204;41;NA;NA;NA;49.06;NA;NA;NA;NA;NA;NA +"Microcebus_simmonsi";"Microcebus";"simmonsi";NA;205;41;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Microcebus_tavaratra";"Microcebus";"tavaratra";NA;206;41;NA;NA;NA;68.01;NA;NA;NA;NA;NA;NA +"Miopithecus_talapoin";"Miopithecus";"talapoin";NA;207;42;0;4;NA;1248.86;91.2;164.38;178.98;370.8;1733.36;343.36 +"Mirza_coquereli";"Mirza";"coquereli";NA;208;43;0;3;5.8;312;1;88.58;136;183.6;343.74;224.58 +"Mirza_zaza";"Mirza";"zaza";NA;209;43;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Nasalis_larvatus";"Nasalis";"larvatus";NA;210;44;0;17;92.3;14561;11.25;165.04;211.75;252;1894.11;376.79 +"Nomascus_concolor";"Nomascus";"concolor";NA;211;45;0;21;NA;6410.47;4;205.81;635.13;529.2;2454.24;840.94 +"Nomascus_gabriellae";"Nomascus";"gabriellae";NA;212;45;0;4;119.38;7365;1;NA;NA;NA;NA;NA +"Nomascus_leucogenys";"Nomascus";"leucogenys";NA;213;45;0;8;NA;7320;1;NA;NA;NA;NA;NA +"Nomascus_nasutus";"Nomascus";"nasutus";NA;214;45;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Nomascus_siki";"Nomascus";"siki";NA;215;45;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Nycticebus_bengalensis";"Nycticebus";"bengalensis";NA;216;46;NA;NA;13.49;1060;NA;NA;NA;NA;NA;NA +"Nycticebus_coucang";"Nycticebus";"coucang";NA;217;46;0;37;10.13;653;1;191.09;181.21;318;660.82;372.3 +"Nycticebus_javanicus";"Nycticebus";"javanicus";NA;218;46;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Nycticebus_menagensis";"Nycticebus";"menagensis";NA;219;46;NA;NA;9.67;634;NA;NA;NA;NA;NA;NA +"Nycticebus_pygmaeus";"Nycticebus";"pygmaeus";NA;220;46;0;19;7.23;307;1;185.42;NA;NA;NA;NA +"Otolemur_crassicaudatus";"Otolemur";"crassicaudatus";NA;221;47;1;36;11.78;1150;3.5;131.04;124.62;225.6;609.86;255.66 +"Otolemur_garnettii";"Otolemur";"garnettii";NA;222;47;1;12;11.5;764;1;132.24;139.2;204;592.15;271.44 +"Pan_paniscus";"Pan";"paniscus";NA;223;48;5;225;341.29;39100;85;235.24;1081.31;576;5465.72;1316.55 +"Pan_troglodytes_schweinfurthii";"Pan";"troglodytes";"schweinfurthii";224;48;NA;NA;390.33;38200;NA;NA;NA;NA;NA;NA +"Pan_troglodytes_troglodytes";"Pan";"troglodytes";"troglodytes";225;48;214;755;363.05;52750;50;231.49;1260.81;720;3897.96;1492.3 +"Pan_troglodytes_vellerosus";"Pan";"troglodytes";"vellerosus";226;48;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Pan_troglodytes_verus";"Pan";"troglodytes";"verus";227;48;NA;NA;371.74;43950;NA;NA;NA;NA;NA;NA +"Papio_anubis";"Papio";"anubis";NA;228;49;4;43;167.42;18150;40;178.96;596.6;302.4;NA;775.56 +"Papio_cynocephalus";"Papio";"cynocephalus";NA;229;49;2;114;163.19;17150;48.2;172.99;450.42;540;2560.56;623.41 +"Papio_hamadryas";"Papio";"hamadryas";NA;230;49;1;78;146.17;14150;36.9;180;363.96;450;1652.37;543.96 +"Papio_papio";"Papio";"papio";NA;231;49;3;8;142.5;18026.05;NA;184.42;NA;480;NA;NA +"Papio_ursinus";"Papio";"ursinus";NA;232;49;5;22;178;22300;47;185.92;877.09;540;1543.35;1063.01 +"Perodicticus_potto";"Perodicticus";"potto";NA;233;50;0;10;12.42;835;1;193;149.15;312;561.58;342.15 +"Phaner_furcifer";"Phaner";"furcifer";NA;234;51;0;1;NA;409.87;1;174.46;NA;144;NA;NA +"Phaner_furcifer_pallescens";"Phaner";"furcifer";"pallescens";235;51;NA;NA;6.68;339;NA;NA;NA;NA;NA;NA +"Piliocolobus_badius";"Piliocolobus";"badius";NA;236;52;0;52;63.59;8285;34;151.41;783.93;NA;1473.2;935.34 +"Piliocolobus_foai";"Piliocolobus";"foai";NA;237;52;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Piliocolobus_gordonorum";"Piliocolobus";"gordonorum";NA;238;52;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Piliocolobus_kirkii";"Piliocolobus";"kirkii";NA;239;52;1;7;57.25;5630;33.6;165;NA;NA;NA;NA +"Piliocolobus_pennantii";"Piliocolobus";"pennantii";NA;240;52;0;NA;NA;10896;NA;NA;NA;NA;NA;NA +"Piliocolobus_preussi";"Piliocolobus";"preussi";NA;241;52;0;NA;NA;8865.71;40;195;NA;NA;NA;NA +"Piliocolobus_rufomitratus";"Piliocolobus";"rufomitratus";NA;242;52;NA;NA;NA;8030.75;24.5;195;NA;NA;NA;NA +"Piliocolobus_tephrosceles";"Piliocolobus";"tephrosceles";NA;243;52;NA;NA;70.95;8409;34;NA;NA;NA;NA;NA +"Piliocolobus_tholloni";"Piliocolobus";"tholloni";NA;244;52;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Pithecia_irrorata";"Pithecia";"irrorata";NA;245;53;0;7;NA;2308.17;4.4;NA;NA;NA;NA;NA +"Pithecia_pithecia";"Pithecia";"pithecia";NA;246;53;0;28;32.26;1760;2.7;161.13;113.15;248.4;1089.37;274.28 +"Pongo_abelii";"Pongo";"abelii";NA;247;54;NA;NA;389.5;62815;NA;NA;NA;NA;NA;NA +"Pongo_pygmaeus";"Pongo";"pygmaeus";NA;248;54;86;321;377.38;58542;1;259.42;1088.8;720;3318.62;1348.22 +"Presbytis_comata";"Presbytis";"comata";NA;249;55;0;11;80.3;6695;7.05;NA;NA;NA;NA;NA +"Presbytis_melalophos";"Presbytis";"melalophos";NA;250;55;0;6;64.85;6560;14;NA;NA;192;NA;NA +"Procolobus_verus";"Procolobus";"verus";NA;251;56;0;3;52.6;4450;6.3;167.84;NA;NA;NA;NA +"Propithecus_coquereli";"Propithecus";"coquereli";NA;252;57;NA;NA;30.19;3729;5.5;140.99;180.96;NA;NA;321.95 +"Propithecus_deckenii";"Propithecus";"deckenii";NA;253;57;NA;NA;30.15;3532;NA;NA;NA;NA;NA;NA +"Propithecus_diadema";"Propithecus";"diadema";NA;254;57;0;28;39.8;6130;4.95;152.08;256.27;NA;1683.65;408.35 +"Propithecus_edwardsi";"Propithecus";"edwardsi";NA;255;57;NA;NA;39.49;5682;6;NA;NA;NA;NA;NA +"Propithecus_tattersalli";"Propithecus";"tattersalli";NA;256;57;0;9;NA;3531.39;4.1;NA;152.13;NA;NA;NA +"Propithecus_verreauxi";"Propithecus";"verreauxi";NA;257;57;1;41;26.21;2955;6.3;149.77;177.83;247.2;943.94;327.6 +"Pygathrix_cinerea";"Pygathrix";"cinerea";NA;258;58;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Pygathrix_nemaeus";"Pygathrix";"nemaeus";NA;259;58;0;25;91.41;9720;9.3;182.88;NA;300;NA;NA +"Rhinopithecus_avunculus";"Rhinopithecus";"avunculus";NA;260;59;0;11;NA;9086.19;30;200;NA;NA;NA;NA +"Rhinopithecus_bieti";"Rhinopithecus";"bieti";NA;261;59;0;NA;NA;11000.54;50;170;NA;NA;755.15;NA +"Rhinopithecus_brelichi";"Rhinopithecus";"brelichi";NA;262;59;0;16;NA;12267.15;NA;200;NA;NA;NA;NA +"Rhinopithecus_roxellana";"Rhinopithecus";"roxellana";NA;263;59;0;36;117.76;14750;65;199.34;NA;NA;NA;NA +"Rungwecebus_kipunji";"Rungwecebus";"kipunji";NA;264;60;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Saguinus_bicolor";"Saguinus";"bicolor";NA;265;61;0;9;NA;465;6.7;158.16;NA;NA;NA;NA +"Saguinus_fuscicollis";"Saguinus";"fuscicollis";NA;266;61;2;81;7.94;401;6;148;90.1;294;406.61;238.1 +"Saguinus_fuscicollis_melanoleucus";"Saguinus";"fuscicollis";"melanoleucus";267;61;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Saguinus_geoffroyi";"Saguinus";"geoffroyi";NA;268;61;0;NA;10.14;517;6.9;NA;NA;NA;NA;NA +"Saguinus_imperator";"Saguinus";"imperator";NA;269;61;0;16;NA;407.91;5;NA;NA;242.4;NA;NA +"Saguinus_leucopus";"Saguinus";"leucopus";NA;270;61;0;3;9.7;525;7.5;142.5;NA;NA;NA;NA +"Saguinus_midas";"Saguinus";"midas";NA;271;61;0;17;9.78;563;5.55;138.24;69.6;184.8;841.82;207.84 +"Saguinus_mystax";"Saguinus";"mystax";NA;272;61;0;46;11.09;584;5.4;148.28;NA;NA;556.85;NA +"Saguinus_niger";"Saguinus";"niger";NA;273;61;NA;NA;9.48;375;NA;NA;NA;NA;NA;NA +"Saguinus_oedipus";"Saguinus";"oedipus";NA;274;61;0;153;9.76;431;7.05;166.49;49.85;277.2;680.38;216.34 +"Saguinus_tripartitus";"Saguinus";"tripartitus";NA;275;61;0;5;NA;385.05;NA;NA;NA;NA;NA;NA +"Saimiri_boliviensis";"Saimiri";"boliviensis";NA;276;62;0;36;NA;799.45;60;157.79;NA;NA;NA;NA +"Saimiri_oerstedii";"Saimiri";"oerstedii";NA;277;62;1;4;25.07;789;25.1;161;362.93;NA;NA;523.93 +"Saimiri_sciureus";"Saimiri";"sciureus";NA;278;62;1;89;24.14;799;34.85;164.09;177.41;324;1399.88;341.5 +"Saimiri_ustus";"Saimiri";"ustus";NA;279;62;0;4;NA;886.47;NA;NA;238.64;NA;NA;NA +"Semnopithecus_entellus";"Semnopithecus";"entellus";NA;280;63;2;98;110.93;14742;19;197.7;402.1;300;1497.64;599.8 +"Symphalangus_syndactylus";"Symphalangus";"syndactylus";NA;281;64;0;40;123.5;11295;3.8;230.66;635.38;456;3788.23;866.04 +"Tarsius_bancanus";"Tarsius";"bancanus";NA;282;65;0;8;3.16;126;1;125.84;78.55;144;658.68;204.39 +"Tarsius_dentatus";"Tarsius";"dentatus";NA;283;65;0;2;3;113;1;NA;NA;NA;NA;NA +"Tarsius_lariang";"Tarsius";"lariang";NA;284;65;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Tarsius_syrichta";"Tarsius";"syrichta";NA;285;65;0;10;3.36;126;1;177.99;82.49;180;NA;260.48 +"Theropithecus_gelada";"Theropithecus";"gelada";NA;286;66;0;34;133.33;15350;10;178.64;494.95;336;1894.11;673.59 +"Trachypithecus_auratus";"Trachypithecus";"auratus";NA;287;67;0;2;NA;9719.6;11;NA;NA;NA;NA;NA +"Trachypithecus_cristatus";"Trachypithecus";"cristatus";NA;288;67;0;8;57.86;6394;27.4;NA;362.93;373.2;NA;NA +"Trachypithecus_delacouri";"Trachypithecus";"delacouri";NA;289;67;0;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Trachypithecus_francoisi";"Trachypithecus";"francoisi";NA;290;67;0;45;NA;8139.93;NA;NA;391.76;NA;NA;NA +"Trachypithecus_geei";"Trachypithecus";"geei";NA;291;67;0;7;81.3;10150;11;NA;NA;NA;NA;NA +"Trachypithecus_germaini";"Trachypithecus";"germaini";NA;292;67;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Trachypithecus_johnii";"Trachypithecus";"johnii";NA;293;67;1;9;84.6;11600;10;NA;NA;NA;NA;NA +"Trachypithecus_laotum";"Trachypithecus";"laotum";NA;294;67;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Trachypithecus_obscurus";"Trachypithecus";"obscurus";NA;295;67;0;6;62.12;7056;10;146.63;362.93;300;NA;509.56 +"Trachypithecus_phayrei";"Trachypithecus";"phayrei";NA;296;67;0;16;72.84;7475;12.9;180.61;305.87;NA;NA;486.48 +"Trachypithecus_pileatus";"Trachypithecus";"pileatus";NA;297;67;0;5;103.64;11794;8.5;NA;NA;NA;NA;NA +"Trachypithecus_poliocephalus";"Trachypithecus";"poliocephalus";NA;298;67;NA;NA;NA;NA;NA;NA;NA;NA;NA;NA +"Trachypithecus_vetulus";"Trachypithecus";"vetulus";NA;299;67;0;2;61.29;6237;8.35;204.72;245.78;276;1113.7;450.5 +"Varecia_rubra";"Varecia";"rubra";NA;300;68;NA;NA;31.08;3470;NA;NA;NA;NA;NA;NA +"Varecia_variegata_variegata";"Varecia";"variegata";"variegata";301;68;0;57;32.12;3575;2.8;102.5;90.73;384;701.52;193.23 \ No newline at end of file diff --git a/data/Primates301_distance_matrix.csv b/data/Primates301_distance_matrix.csv new file mode 100644 index 0000000..ce87c21 --- /dev/null +++ b/data/Primates301_distance_matrix.csv @@ -0,0 +1,302 @@ +"","Allenopithecus_nigroviridis","Cercopithecus_albogularis","Cercopithecus_ascanius","Cercopithecus_campbelli","Cercopithecus_campbelli_lowei","Cercopithecus_cephus","Cercopithecus_cephus_cephus","Cercopithecus_cephus_ngottoensis","Cercopithecus_diana","Cercopithecus_erythrogaster","Cercopithecus_erythrogaster_erythrogaster","Cercopithecus_erythrotis","Cercopithecus_hamlyni","Cercopithecus_lhoesti","Cercopithecus_mitis","Cercopithecus_mona","Cercopithecus_neglectus","Cercopithecus_nictitans","Cercopithecus_petaurista","Cercopithecus_pogonias","Cercopithecus_preussi","Cercopithecus_solatus","Cercopithecus_wolfi","Chlorocebus_aethiops","Chlorocebus_pygerythrus","Chlorocebus_pygerythrus_cynosurus","Chlorocebus_sabaeus","Chlorocebus_tantalus","Erythrocebus_patas","Miopithecus_talapoin","Allocebus_trichotis","Archaeolemur_majori","Avahi_cleesei","Avahi_laniger","Avahi_occidentalis","Avahi_unicolor","Cheirogaleus_crossleyi","Cheirogaleus_major","Cheirogaleus_medius","Daubentonia_madagascariensis","Eulemur_coronatus","Eulemur_fulvus_albifrons","Eulemur_fulvus_albocollaris","Eulemur_fulvus_collaris","Eulemur_fulvus_fulvus","Eulemur_fulvus_mayottensis","Eulemur_fulvus_rufus","Eulemur_fulvus_sanfordi","Eulemur_macaco_flavifrons","Eulemur_macaco_macaco","Eulemur_mongoz","Eulemur_rubriventer","Hapalemur_aureus","Hapalemur_griseus","Hapalemur_griseus_alaotrensis","Hapalemur_griseus_griseus","Hapalemur_griseus_meridionalis","Hapalemur_griseus_occidentalis","Hapalemur_simus","Indri_indri","Lemur_catta","Lepilemur_aeeclis","Lepilemur_ankaranensis","Lepilemur_dorsalis","Lepilemur_edwardsi","Lepilemur_hubbardorum","Lepilemur_leucopus","Lepilemur_manasamody","Lepilemur_microdon","Lepilemur_mitsinjoensis","Lepilemur_mustelinus","Lepilemur_otto","Lepilemur_randrianasoli","Lepilemur_ruficaudatus","Lepilemur_sahamalazensis","Lepilemur_seali","Lepilemur_septentrionalis","Microcebus_berthae","Microcebus_bongolavensis","Microcebus_danfossi","Microcebus_griseorufus","Microcebus_jollyae","Microcebus_lehilahytsara","Microcebus_lokobensis","Microcebus_macarthurii","Microcebus_mamiratra","Microcebus_mittermeieri","Microcebus_murinus","Microcebus_myoxinus","Microcebus_ravelobensis","Microcebus_rufus","Microcebus_sambiranensis","Microcebus_simmonsi","Microcebus_tavaratra","Mirza_coquereli","Mirza_zaza","Phaner_furcifer","Phaner_furcifer_pallescens","Propithecus_coquereli","Propithecus_deckenii","Propithecus_diadema","Propithecus_edwardsi","Propithecus_tattersalli","Propithecus_verreauxi","Varecia_rubra","Varecia_variegata_variegata","Alouatta_belzebul","Alouatta_caraya","Alouatta_guariba","Alouatta_palliata","Alouatta_pigra","Alouatta_sara","Alouatta_seniculus","Ateles_belzebuth","Ateles_fusciceps","Ateles_geoffroyi","Ateles_paniscus","Brachyteles_arachnoides","Lagothrix_lagotricha","Aotus_azarai","Aotus_azarai_boliviensis","Aotus_brumbacki","Aotus_infulatus","Aotus_lemurinus","Aotus_lemurinus_griseimembra","Aotus_nancymaae","Aotus_nigriceps","Aotus_trivirgatus","Aotus_vociferans","Callimico_goeldii","Callithrix_argentata","Callithrix_aurita","Callithrix_emiliae","Callithrix_geoffroyi","Callithrix_humeralifera","Callithrix_jacchus","Callithrix_kuhli","Callithrix_mauesi","Callithrix_penicillata","Callithrix_pygmaea","Cebus_albifrons","Cebus_apella","Cebus_capucinus","Cebus_olivaceus","Cebus_xanthosternos","Leontopithecus_chrysomelas","Leontopithecus_chrysopygus","Leontopithecus_rosalia","Saguinus_bicolor","Saguinus_fuscicollis","Saguinus_fuscicollis_melanoleucus","Saguinus_geoffroyi","Saguinus_imperator","Saguinus_leucopus","Saguinus_midas","Saguinus_mystax","Saguinus_niger","Saguinus_oedipus","Saguinus_tripartitus","Saimiri_boliviensis","Saimiri_oerstedii","Saimiri_sciureus","Saimiri_ustus","Arctocebus_aureus","Arctocebus_calabarensis","Loris_lydekkerianus","Loris_tardigradus","Nycticebus_bengalensis","Nycticebus_coucang","Nycticebus_javanicus","Nycticebus_menagensis","Nycticebus_pygmaeus","Perodicticus_potto","Bunopithecus_hoolock","Gorilla_beringei","Gorilla_gorilla_gorilla","Gorilla_gorilla_graueri","Homo_sapiens","Homo_sapiens_neanderthalensis","Hylobates_agilis","Hylobates_klossii","Hylobates_lar","Hylobates_moloch","Hylobates_muelleri","Hylobates_pileatus","Nomascus_concolor","Nomascus_gabriellae","Nomascus_leucogenys","Nomascus_nasutus","Nomascus_siki","Pan_paniscus","Pan_troglodytes_schweinfurthii","Pan_troglodytes_troglodytes","Pan_troglodytes_vellerosus","Pan_troglodytes_verus","Pongo_abelii","Pongo_pygmaeus","Symphalangus_syndactylus","Cacajao_calvus","Cacajao_melanocephalus","Callicebus_donacophilus","Callicebus_hoffmannsi","Callicebus_moloch","Callicebus_personatus","Callicebus_torquatus","Chiropotes_satanas","Pithecia_irrorata","Pithecia_pithecia","Cercocebus_agilis","Cercocebus_galeritus","Cercocebus_torquatus","Cercocebus_torquatus_atys","Lophocebus_albigena","Lophocebus_aterrimus","Macaca_arctoides","Macaca_assamensis","Macaca_brunnescens","Macaca_cyclopis","Macaca_fascicularis","Macaca_fuscata","Macaca_hecki","Macaca_leonina","Macaca_maura","Macaca_mulatta","Macaca_munzala","Macaca_nemestrina","Macaca_nemestrina_leonina","Macaca_nemestrina_siberu","Macaca_nigra","Macaca_nigrescens","Macaca_ochreata","Macaca_pagensis","Macaca_radiata","Macaca_silenus","Macaca_sinica","Macaca_sylvanus","Macaca_thibetana","Macaca_tonkeana","Mandrillus_leucophaeus","Mandrillus_sphinx","Papio_anubis","Papio_cynocephalus","Papio_hamadryas","Papio_papio","Papio_ursinus","Rungwecebus_kipunji","Theropithecus_gelada","Colobus_angolensis","Colobus_angolensis_palliatus","Colobus_guereza","Colobus_polykomos","Colobus_satanas","Colobus_vellerosus","Nasalis_larvatus","Piliocolobus_badius","Piliocolobus_foai","Piliocolobus_gordonorum","Piliocolobus_kirkii","Piliocolobus_pennantii","Piliocolobus_preussi","Piliocolobus_rufomitratus","Piliocolobus_tephrosceles","Piliocolobus_tholloni","Presbytis_comata","Presbytis_melalophos","Procolobus_verus","Pygathrix_cinerea","Pygathrix_nemaeus","Rhinopithecus_avunculus","Rhinopithecus_bieti","Rhinopithecus_brelichi","Rhinopithecus_roxellana","Semnopithecus_entellus","Trachypithecus_auratus","Trachypithecus_cristatus","Trachypithecus_delacouri","Trachypithecus_francoisi","Trachypithecus_geei","Trachypithecus_germaini","Trachypithecus_johnii","Trachypithecus_laotum","Trachypithecus_obscurus","Trachypithecus_phayrei","Trachypithecus_pileatus","Trachypithecus_poliocephalus","Trachypithecus_vetulus","Euoticus_elegantulus","Galago_alleni","Galago_gallarum","Galago_granti","Galago_matschiei","Galago_moholi","Galago_senegalensis","Galagoides_demidoff","Galagoides_zanzibaricus","Otolemur_crassicaudatus","Otolemur_garnettii","Tarsius_bancanus","Tarsius_dentatus","Tarsius_lariang","Tarsius_syrichta" 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\ No newline at end of file diff --git a/data/Primates301_vcov_matrix.csv b/data/Primates301_vcov_matrix.csv new file mode 100644 index 0000000..2f6f7db --- /dev/null +++ b/data/Primates301_vcov_matrix.csv @@ -0,0 +1,302 @@ +"","Allenopithecus_nigroviridis","Cercopithecus_albogularis","Cercopithecus_ascanius","Cercopithecus_campbelli","Cercopithecus_campbelli_lowei","Cercopithecus_cephus","Cercopithecus_cephus_cephus","Cercopithecus_cephus_ngottoensis","Cercopithecus_diana","Cercopithecus_erythrogaster","Cercopithecus_erythrogaster_erythrogaster","Cercopithecus_erythrotis","Cercopithecus_hamlyni","Cercopithecus_lhoesti","Cercopithecus_mitis","Cercopithecus_mona","Cercopithecus_neglectus","Cercopithecus_nictitans","Cercopithecus_petaurista","Cercopithecus_pogonias","Cercopithecus_preussi","Cercopithecus_solatus","Cercopithecus_wolfi","Chlorocebus_aethiops","Chlorocebus_pygerythrus","Chlorocebus_pygerythrus_cynosurus","Chlorocebus_sabaeus","Chlorocebus_tantalus","Erythrocebus_patas","Miopithecus_talapoin","Allocebus_trichotis","Archaeolemur_majori","Avahi_cleesei","Avahi_laniger","Avahi_occidentalis","Avahi_unicolor","Cheirogaleus_crossleyi","Cheirogaleus_major","Cheirogaleus_medius","Daubentonia_madagascariensis","Eulemur_coronatus","Eulemur_fulvus_albifrons","Eulemur_fulvus_albocollaris","Eulemur_fulvus_collaris","Eulemur_fulvus_fulvus","Eulemur_fulvus_mayottensis","Eulemur_fulvus_rufus","Eulemur_fulvus_sanfordi","Eulemur_macaco_flavifrons","Eulemur_macaco_macaco","Eulemur_mongoz","Eulemur_rubriventer","Hapalemur_aureus","Hapalemur_griseus","Hapalemur_griseus_alaotrensis","Hapalemur_griseus_griseus","Hapalemur_griseus_meridionalis","Hapalemur_griseus_occidentalis","Hapalemur_simus","Indri_indri","Lemur_catta","Lepilemur_aeeclis","Lepilemur_ankaranensis","Lepilemur_dorsalis","Lepilemur_edwardsi","Lepilemur_hubbardorum","Lepilemur_leucopus","Lepilemur_manasamody","Lepilemur_microdon","Lepilemur_mitsinjoensis","Lepilemur_mustelinus","Lepilemur_otto","Lepilemur_randrianasoli","Lepilemur_ruficaudatus","Lepilemur_sahamalazensis","Lepilemur_seali","Lepilemur_septentrionalis","Microcebus_berthae","Microcebus_bongolavensis","Microcebus_danfossi","Microcebus_griseorufus","Microcebus_jollyae","Microcebus_lehilahytsara","Microcebus_lokobensis","Microcebus_macarthurii","Microcebus_mamiratra","Microcebus_mittermeieri","Microcebus_murinus","Microcebus_myoxinus","Microcebus_ravelobensis","Microcebus_rufus","Microcebus_sambiranensis","Microcebus_simmonsi","Microcebus_tavaratra","Mirza_coquereli","Mirza_zaza","Phaner_furcifer","Phaner_furcifer_pallescens","Propithecus_coquereli","Propithecus_deckenii","Propithecus_diadema","Propithecus_edwardsi","Propithecus_tattersalli","Propithecus_verreauxi","Varecia_rubra","Varecia_variegata_variegata","Alouatta_belzebul","Alouatta_caraya","Alouatta_guariba","Alouatta_palliata","Alouatta_pigra","Alouatta_sara","Alouatta_seniculus","Ateles_belzebuth","Ateles_fusciceps","Ateles_geoffroyi","Ateles_paniscus","Brachyteles_arachnoides","Lagothrix_lagotricha","Aotus_azarai","Aotus_azarai_boliviensis","Aotus_brumbacki","Aotus_infulatus","Aotus_lemurinus","Aotus_lemurinus_griseimembra","Aotus_nancymaae","Aotus_nigriceps","Aotus_trivirgatus","Aotus_vociferans","Callimico_goeldii","Callithrix_argentata","Callithrix_aurita","Callithrix_emiliae","Callithrix_geoffroyi","Callithrix_humeralifera","Callithrix_jacchus","Callithrix_kuhli","Callithrix_mauesi","Callithrix_penicillata","Callithrix_pygmaea","Cebus_albifrons","Cebus_apella","Cebus_capucinus","Cebus_olivaceus","Cebus_xanthosternos","Leontopithecus_chrysomelas","Leontopithecus_chrysopygus","Leontopithecus_rosalia","Saguinus_bicolor","Saguinus_fuscicollis","Saguinus_fuscicollis_melanoleucus","Saguinus_geoffroyi","Saguinus_imperator","Saguinus_leucopus","Saguinus_midas","Saguinus_mystax","Saguinus_niger","Saguinus_oedipus","Saguinus_tripartitus","Saimiri_boliviensis","Saimiri_oerstedii","Saimiri_sciureus","Saimiri_ustus","Arctocebus_aureus","Arctocebus_calabarensis","Loris_lydekkerianus","Loris_tardigradus","Nycticebus_bengalensis","Nycticebus_coucang","Nycticebus_javanicus","Nycticebus_menagensis","Nycticebus_pygmaeus","Perodicticus_potto","Bunopithecus_hoolock","Gorilla_beringei","Gorilla_gorilla_gorilla","Gorilla_gorilla_graueri","Homo_sapiens","Homo_sapiens_neanderthalensis","Hylobates_agilis","Hylobates_klossii","Hylobates_lar","Hylobates_moloch","Hylobates_muelleri","Hylobates_pileatus","Nomascus_concolor","Nomascus_gabriellae","Nomascus_leucogenys","Nomascus_nasutus","Nomascus_siki","Pan_paniscus","Pan_troglodytes_schweinfurthii","Pan_troglodytes_troglodytes","Pan_troglodytes_vellerosus","Pan_troglodytes_verus","Pongo_abelii","Pongo_pygmaeus","Symphalangus_syndactylus","Cacajao_calvus","Cacajao_melanocephalus","Callicebus_donacophilus","Callicebus_hoffmannsi","Callicebus_moloch","Callicebus_personatus","Callicebus_torquatus","Chiropotes_satanas","Pithecia_irrorata","Pithecia_pithecia","Cercocebus_agilis","Cercocebus_galeritus","Cercocebus_torquatus","Cercocebus_torquatus_atys","Lophocebus_albigena","Lophocebus_aterrimus","Macaca_arctoides","Macaca_assamensis","Macaca_brunnescens","Macaca_cyclopis","Macaca_fascicularis","Macaca_fuscata","Macaca_hecki","Macaca_leonina","Macaca_maura","Macaca_mulatta","Macaca_munzala","Macaca_nemestrina","Macaca_nemestrina_leonina","Macaca_nemestrina_siberu","Macaca_nigra","Macaca_nigrescens","Macaca_ochreata","Macaca_pagensis","Macaca_radiata","Macaca_silenus","Macaca_sinica","Macaca_sylvanus","Macaca_thibetana","Macaca_tonkeana","Mandrillus_leucophaeus","Mandrillus_sphinx","Papio_anubis","Papio_cynocephalus","Papio_hamadryas","Papio_papio","Papio_ursinus","Rungwecebus_kipunji","Theropithecus_gelada","Colobus_angolensis","Colobus_angolensis_palliatus","Colobus_guereza","Colobus_polykomos","Colobus_satanas","Colobus_vellerosus","Nasalis_larvatus","Piliocolobus_badius","Piliocolobus_foai","Piliocolobus_gordonorum","Piliocolobus_kirkii","Piliocolobus_pennantii","Piliocolobus_preussi","Piliocolobus_rufomitratus","Piliocolobus_tephrosceles","Piliocolobus_tholloni","Presbytis_comata","Presbytis_melalophos","Procolobus_verus","Pygathrix_cinerea","Pygathrix_nemaeus","Rhinopithecus_avunculus","Rhinopithecus_bieti","Rhinopithecus_brelichi","Rhinopithecus_roxellana","Semnopithecus_entellus","Trachypithecus_auratus","Trachypithecus_cristatus","Trachypithecus_delacouri","Trachypithecus_francoisi","Trachypithecus_geei","Trachypithecus_germaini","Trachypithecus_johnii","Trachypithecus_laotum","Trachypithecus_obscurus","Trachypithecus_phayrei","Trachypithecus_pileatus","Trachypithecus_poliocephalus","Trachypithecus_vetulus","Euoticus_elegantulus","Galago_alleni","Galago_gallarum","Galago_granti","Galago_matschiei","Galago_moholi","Galago_senegalensis","Galagoides_demidoff","Galagoides_zanzibaricus","Otolemur_crassicaudatus","Otolemur_garnettii","Tarsius_bancanus","Tarsius_dentatus","Tarsius_lariang","Tarsius_syrichta" 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+"Cercopithecus_albogularis",61.108116,73.003019,66.57381,65.112801,65.112801,66.57381,66.57381,66.57381,65.112801,66.57381,66.57381,66.57381,65.112801,63.154893,70.511516,65.112801,65.112801,69.240379,66.57381,65.112801,63.154893,63.154893,65.112801,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_ascanius",61.108116,66.57381,73.003019,65.112801,65.112801,70.984076,70.984076,70.984076,65.112801,70.271383,70.271383,70.984076,65.112801,63.154893,66.57381,65.112801,65.112801,66.57381,70.271383,65.112801,63.154893,63.154893,65.112801,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_campbelli",61.108116,65.112801,65.112801,73.003018,72.72874,65.112801,65.112801,65.112801,67.015737,65.112801,65.112801,65.112801,65.659861,63.154893,65.112801,70.755107,67.015737,65.112801,65.112801,69.835842,63.154893,63.154893,69.835842,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_campbelli_lowei",61.108116,65.112801,65.112801,72.72874,73.003018,65.112801,65.112801,65.112801,67.015737,65.112801,65.112801,65.112801,65.659861,63.154893,65.112801,70.755107,67.015737,65.112801,65.112801,69.835842,63.154893,63.154893,69.835842,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_cephus",61.108116,66.57381,70.984076,65.112801,65.112801,73.00302,72.693693,72.693693,65.112801,70.271383,70.271383,71.787173,65.112801,63.154893,66.57381,65.112801,65.112801,66.57381,70.271383,65.112801,63.154893,63.154893,65.112801,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_cephus_cephus",61.108116,66.57381,70.984076,65.112801,65.112801,72.693693,73.00302,72.693693,65.112801,70.271383,70.271383,71.787173,65.112801,63.154893,66.57381,65.112801,65.112801,66.57381,70.271383,65.112801,63.154893,63.154893,65.112801,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_cephus_ngottoensis",61.108116,66.57381,70.984076,65.112801,65.112801,72.693693,72.693693,73.00302,65.112801,70.271383,70.271383,71.787173,65.112801,63.154893,66.57381,65.112801,65.112801,66.57381,70.271383,65.112801,63.154893,63.154893,65.112801,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_diana",61.108116,65.112801,65.112801,67.015737,67.015737,65.112801,65.112801,65.112801,73.003018,65.112801,65.112801,65.112801,65.659861,63.154893,65.112801,67.015737,67.414507,65.112801,65.112801,67.015737,63.154893,63.154893,67.015737,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_erythrogaster",61.108116,66.57381,70.271383,65.112801,65.112801,70.271383,70.271383,70.271383,65.112801,73.003019,72.808973,70.271383,65.112801,63.154893,66.57381,65.112801,65.112801,66.57381,71.655615,65.112801,63.154893,63.154893,65.112801,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_erythrogaster_erythrogaster",61.108116,66.57381,70.271383,65.112801,65.112801,70.271383,70.271383,70.271383,65.112801,72.808973,73.003019,70.271383,65.112801,63.154893,66.57381,65.112801,65.112801,66.57381,71.655615,65.112801,63.154893,63.154893,65.112801,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_erythrotis",61.108116,66.57381,70.984076,65.112801,65.112801,71.787173,71.787173,71.787173,65.112801,70.271383,70.271383,73.003019,65.112801,63.154893,66.57381,65.112801,65.112801,66.57381,70.271383,65.112801,63.154893,63.154893,65.112801,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_hamlyni",61.108116,65.112801,65.112801,65.659861,65.659861,65.112801,65.112801,65.112801,65.659861,65.112801,65.112801,65.112801,73.003019,63.154893,65.112801,65.659861,65.659861,65.112801,65.112801,65.659861,63.154893,63.154893,65.659861,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_lhoesti",61.108116,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,73.003019,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,70.243036,68.919369,63.154893,64.375774,64.375774,64.375774,64.375774,64.375774,65.063219,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_mitis",61.108116,70.511516,66.57381,65.112801,65.112801,66.57381,66.57381,66.57381,65.112801,66.57381,66.57381,66.57381,65.112801,63.154893,73.003019,65.112801,65.112801,69.240379,66.57381,65.112801,63.154893,63.154893,65.112801,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_mona",61.108116,65.112801,65.112801,70.755107,70.755107,65.112801,65.112801,65.112801,67.015737,65.112801,65.112801,65.112801,65.659861,63.154893,65.112801,73.003018,67.015737,65.112801,65.112801,69.835842,63.154893,63.154893,69.835842,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_neglectus",61.108116,65.112801,65.112801,67.015737,67.015737,65.112801,65.112801,65.112801,67.414507,65.112801,65.112801,65.112801,65.659861,63.154893,65.112801,67.015737,73.003018,65.112801,65.112801,67.015737,63.154893,63.154893,67.015737,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_nictitans",61.108116,69.240379,66.57381,65.112801,65.112801,66.57381,66.57381,66.57381,65.112801,66.57381,66.57381,66.57381,65.112801,63.154893,69.240379,65.112801,65.112801,73.003019,66.57381,65.112801,63.154893,63.154893,65.112801,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_petaurista",61.108116,66.57381,70.271383,65.112801,65.112801,70.271383,70.271383,70.271383,65.112801,71.655615,71.655615,70.271383,65.112801,63.154893,66.57381,65.112801,65.112801,66.57381,73.003019,65.112801,63.154893,63.154893,65.112801,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_pogonias",61.108116,65.112801,65.112801,69.835842,69.835842,65.112801,65.112801,65.112801,67.015737,65.112801,65.112801,65.112801,65.659861,63.154893,65.112801,69.835842,67.015737,65.112801,65.112801,73.003018,63.154893,63.154893,71.23166,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_preussi",61.108116,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,70.243036,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,73.003019,68.919369,63.154893,64.375774,64.375774,64.375774,64.375774,64.375774,65.063219,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_solatus",61.108116,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,68.919369,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,68.919369,73.003019,63.154893,64.375774,64.375774,64.375774,64.375774,64.375774,65.063219,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cercopithecus_wolfi",61.108116,65.112801,65.112801,69.835842,69.835842,65.112801,65.112801,65.112801,67.015737,65.112801,65.112801,65.112801,65.659861,63.154893,65.112801,69.835842,67.015737,65.112801,65.112801,71.23166,63.154893,63.154893,73.003018,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Chlorocebus_aethiops",61.108116,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,64.375774,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,64.375774,64.375774,63.154893,73.003018,71.122246,71.122246,69.43466,71.385438,64.375774,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Chlorocebus_pygerythrus",61.108116,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,64.375774,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,64.375774,64.375774,63.154893,71.122246,73.003018,72.070542,69.43466,71.122246,64.375774,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Chlorocebus_pygerythrus_cynosurus",61.108116,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,64.375774,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,64.375774,64.375774,63.154893,71.122246,72.070542,73.003018,69.43466,71.122246,64.375774,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Chlorocebus_sabaeus",61.108116,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,64.375774,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,64.375774,64.375774,63.154893,69.43466,69.43466,69.43466,73.003018,69.43466,64.375774,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Chlorocebus_tantalus",61.108116,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,64.375774,63.154893,63.154893,63.154893,63.154893,63.154893,63.154893,64.375774,64.375774,63.154893,71.385438,71.122246,71.122246,69.43466,73.003018,64.375774,61.509905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 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+"Microcebus_berthae",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,73.003016,67.019991,67.019991,68.940523,67.019991,67.019991,67.019991,67.019991,67.019991,67.019991,68.940523,67.822864,67.019991,67.019991,67.019991,67.019991,67.019991,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_bongolavensis",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.019991,73.003018,70.680897,67.019991,68.587065,67.019991,68.037634,69.697592,68.037634,68.314541,67.019991,67.019991,72.307276,68.314541,68.037634,68.314541,68.811876,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_danfossi",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.019991,70.680897,73.003017,67.019991,68.587065,67.019991,68.037634,69.697592,68.037634,68.314541,67.019991,67.019991,70.680897,68.314541,68.037634,68.314541,68.811876,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_griseorufus",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,68.940523,67.019991,67.019991,73.003016,67.019991,67.019991,67.019991,67.019991,67.019991,67.019991,69.91821,67.822864,67.019991,67.019991,67.019991,67.019991,67.019991,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_jollyae",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.019991,68.587065,68.587065,67.019991,73.003017,67.019991,68.037634,68.587065,68.037634,68.314541,67.019991,67.019991,68.587065,68.314541,68.037634,68.314541,68.587065,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_lehilahytsara",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.019991,67.019991,67.019991,67.019991,67.019991,73.003016,67.019991,67.019991,67.019991,67.019991,67.019991,67.019991,67.019991,67.019991,67.019991,67.019991,67.019991,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_lokobensis",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.019991,68.037634,68.037634,67.019991,68.037634,67.019991,73.003017,68.037634,69.934259,68.037634,67.019991,67.019991,68.037634,68.037634,72.669832,68.037634,68.037634,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_macarthurii",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.019991,69.697592,69.697592,67.019991,68.587065,67.019991,68.037634,73.003017,68.037634,68.314541,67.019991,67.019991,69.697592,68.314541,68.037634,68.314541,68.811876,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_mamiratra",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.019991,68.037634,68.037634,67.019991,68.037634,67.019991,69.934259,68.037634,73.003017,68.037634,67.019991,67.019991,68.037634,68.037634,69.934259,68.037634,68.037634,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_mittermeieri",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.019991,68.314541,68.314541,67.019991,68.314541,67.019991,68.037634,68.314541,68.037634,73.003017,67.019991,67.019991,68.314541,68.994823,68.037634,68.994823,68.314541,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_murinus",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,68.940523,67.019991,67.019991,69.91821,67.019991,67.019991,67.019991,67.019991,67.019991,67.019991,73.003016,67.822864,67.019991,67.019991,67.019991,67.019991,67.019991,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_myoxinus",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.822864,67.019991,67.019991,67.822864,67.019991,67.019991,67.019991,67.019991,67.019991,67.019991,67.822864,73.003017,67.019991,67.019991,67.019991,67.019991,67.019991,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_ravelobensis",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.019991,72.307276,70.680897,67.019991,68.587065,67.019991,68.037634,69.697592,68.037634,68.314541,67.019991,67.019991,73.003018,68.314541,68.037634,68.314541,68.811876,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_rufus",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.019991,68.314541,68.314541,67.019991,68.314541,67.019991,68.037634,68.314541,68.037634,68.994823,67.019991,67.019991,68.314541,73.003018,68.037634,70.807458,68.314541,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_sambiranensis",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.019991,68.037634,68.037634,67.019991,68.037634,67.019991,72.669832,68.037634,69.934259,68.037634,67.019991,67.019991,68.037634,68.037634,73.003017,68.037634,68.037634,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_simmonsi",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.019991,68.314541,68.314541,67.019991,68.314541,67.019991,68.037634,68.314541,68.037634,68.994823,67.019991,67.019991,68.314541,70.807458,68.037634,73.003018,68.314541,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Microcebus_tavaratra",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,67.019991,68.811876,68.811876,67.019991,68.587065,67.019991,68.037634,68.811876,68.037634,68.314541,67.019991,67.019991,68.811876,68.314541,68.037634,68.314541,73.003017,58.731894,58.731894,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 +"Mirza_coquereli",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,56.219576,42.057112,42.057112,42.057112,42.057112,42.057112,50.439628,50.439628,50.439628,21.878952,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,39.738301,42.057112,39.738301,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,44.573922,58.731894,58.731894,58.731894,58.731894,58.731894,58.731894,58.731894,58.731894,58.731894,58.731894,58.731894,58.731894,58.731894,58.731894,58.731894,58.731894,58.731894,73.003017,72.87405,44.573922,44.573922,42.057112,42.057112,42.057112,42.057112,42.057112,42.057112,39.738301,39.738301,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0 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+"Alouatta_pigra",26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,69.581597,69.114802,68.433772,71.420849,73.003019,69.114802,69.114802,58.242778,58.242778,58.242778,58.242778,58.242778,58.242778,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 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+"Callithrix_humeralifera",26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,59.77039,71.271097,65.973887,71.271097,65.973887,73.003016,65.973887,65.973887,72.294509,65.973887,68.213205,52.910491,52.910491,52.910491,52.910491,52.910491,57.972953,57.972953,57.972953,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,52.910491,52.910491,52.910491,52.910491,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 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+"Cebus_albifrons",26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,73.003019,66.553635,70.773119,72.361889,66.553635,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,54.433114,54.433114,54.433114,54.433114,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cebus_apella",26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,66.553635,73.003019,66.553635,66.553635,69.473829,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,54.433114,54.433114,54.433114,54.433114,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cebus_capucinus",26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,70.773119,66.553635,73.003019,70.773119,66.553635,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,54.433114,54.433114,54.433114,54.433114,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cebus_olivaceus",26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,72.361889,66.553635,70.773119,73.003019,66.553635,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,54.433114,54.433114,54.433114,54.433114,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Cebus_xanthosternos",26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,66.553635,69.473829,66.553635,66.553635,73.003019,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,52.910491,54.433114,54.433114,54.433114,54.433114,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Leontopithecus_chrysomelas",26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,57.972953,57.972953,57.972953,57.972953,57.972953,57.972953,57.972953,57.972953,57.972953,57.972953,57.972953,52.910491,52.910491,52.910491,52.910491,52.910491,73.003018,71.549028,71.549028,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,52.910491,52.910491,52.910491,52.910491,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Leontopithecus_chrysopygus",26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,51.681718,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,53.515497,57.972953,57.972953,57.972953,57.972953,57.972953,57.972953,57.972953,57.972953,57.972953,57.972953,57.972953,52.910491,52.910491,52.910491,52.910491,52.910491,71.549028,73.003018,72.384647,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,57.290766,52.910491,52.910491,52.910491,52.910491,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,50.27024,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 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+"Loris_lydekkerianus",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,38.367762,38.367762,73.003018,72.24113,48.945491,48.945491,48.945491,48.945491,48.945491,38.367762,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,0,0,0,0 +"Loris_tardigradus",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,38.367762,38.367762,72.24113,73.003018,48.945491,48.945491,48.945491,48.945491,48.945491,38.367762,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,0,0,0,0 +"Nycticebus_bengalensis",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,38.367762,38.367762,48.945491,48.945491,73.003019,72.586974,70.048519,70.779762,64.496772,38.367762,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,0,0,0,0 +"Nycticebus_coucang",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,38.367762,38.367762,48.945491,48.945491,72.586974,73.003019,70.048519,70.779762,64.496772,38.367762,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,0,0,0,0 +"Nycticebus_javanicus",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,38.367762,38.367762,48.945491,48.945491,70.048519,70.048519,73.003018,70.048519,64.496772,38.367762,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,0,0,0,0 +"Nycticebus_menagensis",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,38.367762,38.367762,48.945491,48.945491,70.779762,70.779762,70.048519,73.003019,64.496772,38.367762,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,0,0,0,0 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+"Pongo_pygmaeus",43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,53.397073,57.870564,57.870564,57.870564,57.870564,57.870564,53.397073,53.397073,53.397073,53.397073,53.397073,53.397073,53.397073,53.397073,53.397073,53.397073,53.397073,57.870564,57.870564,57.870564,57.870564,57.870564,69.177165,73.003019,53.397073,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 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+"Macaca_assamensis",58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,68.297805,73.003019,66.965954,66.965954,66.125023,66.965954,66.965954,66.965954,66.965954,66.125023,66.125023,66.965954,66.965954,66.965954,66.965954,66.965954,66.965954,66.965954,69.774156,66.965954,69.774156,64.342219,66.125023,66.965954,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 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+"Macaca_ochreata",58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,66.965954,66.965954,71.150556,66.965954,66.125023,66.965954,69.723281,68.735884,70.276685,66.125023,66.125023,68.735884,68.735884,68.735884,69.501979,69.501979,73.003019,68.735884,66.965954,68.735884,66.965954,64.342219,66.125023,69.923553,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Macaca_pagensis",58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,66.965954,66.965954,68.735884,66.965954,66.125023,66.965954,68.735884,70.425128,68.735884,66.125023,66.125023,69.392666,70.425128,70.425128,68.735884,68.735884,68.735884,73.003019,66.965954,70.031808,66.965954,64.342219,66.125023,68.735884,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 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+"Macaca_sinica",58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,68.297805,69.774156,66.965954,66.965954,66.125023,66.965954,66.965954,66.965954,66.965954,66.125023,66.125023,66.965954,66.965954,66.965954,66.965954,66.965954,66.965954,66.965954,70.558283,66.965954,73.003019,64.342219,66.125023,66.965954,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 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+"Macaca_thibetana",58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,66.125023,66.125023,66.125023,66.125023,66.481914,66.125023,66.125023,66.125023,66.125023,66.481914,68.797034,66.125023,66.125023,66.125023,66.125023,66.125023,66.125023,66.125023,66.125023,66.125023,66.125023,64.342219,73.003018,66.125023,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Macaca_tonkeana",58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,58.12784,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,66.965954,66.965954,69.923553,66.965954,66.125023,66.965954,69.723281,68.735884,69.923553,66.125023,66.125023,68.735884,68.735884,68.735884,69.501979,69.501979,69.923553,68.735884,66.965954,68.735884,66.965954,64.342219,66.125023,73.003019,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,60.150493,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 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+"Colobus_angolensis_palliatus",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,72.982601,73.003019,69.288339,69.288339,66.779438,69.288339,57.567861,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,57.567861,57.567861,60.465566,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Colobus_guereza",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,69.288339,69.288339,73.003018,70.69625,66.779438,70.69625,57.567861,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,57.567861,57.567861,60.465566,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 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+"Piliocolobus_foai",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,57.567861,67.567893,73.003018,68.238931,68.238931,69.071263,69.071263,68.238931,68.238931,68.238931,57.567861,57.567861,62.355568,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Piliocolobus_gordonorum",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,57.567861,67.567893,68.238931,73.003017,71.881537,68.238931,68.238931,70.356245,70.356245,70.356245,57.567861,57.567861,62.355568,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Piliocolobus_kirkii",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,57.567861,67.567893,68.238931,71.881537,73.003017,68.238931,68.238931,70.356245,70.356245,70.356245,57.567861,57.567861,62.355568,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Piliocolobus_pennantii",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,57.567861,67.567893,69.071263,68.238931,68.238931,73.003017,72.491083,68.238931,68.238931,68.238931,57.567861,57.567861,62.355568,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 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+"Piliocolobus_rufomitratus",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,57.567861,67.567893,68.238931,70.356245,70.356245,68.238931,68.238931,73.003017,71.814263,71.403273,57.567861,57.567861,62.355568,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Piliocolobus_tephrosceles",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,57.567861,67.567893,68.238931,70.356245,70.356245,68.238931,68.238931,71.814263,73.003017,71.403273,57.567861,57.567861,62.355568,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 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+"Presbytis_comata",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,73.003019,67.224808,57.567861,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Presbytis_melalophos",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,67.224808,73.003019,57.567861,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,59.694917,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Procolobus_verus",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,60.465566,60.465566,60.465566,60.465566,60.465566,60.465566,57.567861,62.355568,62.355568,62.355568,62.355568,62.355568,62.355568,62.355568,62.355568,62.355568,57.567861,57.567861,73.003018,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Pygathrix_cinerea",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,63.368206,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,73.003019,72.634717,62.528435,62.528435,62.528435,62.528435,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Pygathrix_nemaeus",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,63.368206,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,72.634717,73.003019,62.528435,62.528435,62.528435,62.528435,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Rhinopithecus_avunculus",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,62.528435,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,62.528435,62.528435,73.003019,69.216367,70.026361,71.052923,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Rhinopithecus_bieti",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,62.528435,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,62.528435,62.528435,69.216367,73.003019,69.216367,69.216367,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Rhinopithecus_brelichi",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,62.528435,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,62.528435,62.528435,70.026361,69.216367,73.003019,70.026361,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Rhinopithecus_roxellana",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,62.528435,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,62.528435,62.528435,71.052923,69.216367,70.026361,73.003019,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Semnopithecus_entellus",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,73.003019,61.541642,61.541642,61.541642,61.541642,68.329537,61.541642,69.348977,61.541642,61.541642,61.541642,68.329537,61.541642,68.329537,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Trachypithecus_auratus",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,61.541642,73.003019,71.42413,67.750033,67.750033,61.541642,71.733374,61.541642,67.750033,68.988013,67.750033,61.541642,67.750033,61.541642,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Trachypithecus_cristatus",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,61.541642,71.42413,73.00302,67.750033,67.750033,61.541642,71.42413,61.541642,67.750033,68.988013,67.750033,61.541642,67.750033,61.541642,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Trachypithecus_delacouri",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,61.541642,67.750033,67.750033,73.00302,71.245571,61.541642,67.750033,61.541642,70.73623,67.750033,68.979756,61.541642,71.245571,61.541642,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Trachypithecus_francoisi",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,61.541642,67.750033,67.750033,71.245571,73.00302,61.541642,67.750033,61.541642,70.73623,67.750033,68.979756,61.541642,72.372396,61.541642,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Trachypithecus_geei",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,68.329537,61.541642,61.541642,61.541642,61.541642,73.003019,61.541642,68.329537,61.541642,61.541642,61.541642,72.5673,61.541642,69.509253,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Trachypithecus_germaini",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,61.541642,71.733374,71.42413,67.750033,67.750033,61.541642,73.003019,61.541642,67.750033,68.988013,67.750033,61.541642,67.750033,61.541642,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Trachypithecus_johnii",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,69.348977,61.541642,61.541642,61.541642,61.541642,68.329537,61.541642,73.003019,61.541642,61.541642,61.541642,68.329537,61.541642,68.329537,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Trachypithecus_laotum",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,61.541642,67.750033,67.750033,70.73623,70.73623,61.541642,67.750033,61.541642,73.00302,67.750033,68.979756,61.541642,70.73623,61.541642,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Trachypithecus_obscurus",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,61.541642,68.988013,68.988013,67.750033,67.750033,61.541642,68.988013,61.541642,67.750033,73.00302,67.750033,61.541642,67.750033,61.541642,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Trachypithecus_phayrei",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,61.541642,67.750033,67.750033,68.979756,68.979756,61.541642,67.750033,61.541642,68.979756,67.750033,73.00302,61.541642,68.979756,61.541642,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Trachypithecus_pileatus",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,68.329537,61.541642,61.541642,61.541642,61.541642,72.5673,61.541642,68.329537,61.541642,61.541642,61.541642,73.003019,61.541642,69.509253,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Trachypithecus_poliocephalus",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,61.541642,67.750033,67.750033,71.245571,72.372396,61.541642,67.750033,61.541642,70.73623,67.750033,68.979756,61.541642,73.00302,61.541642,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Trachypithecus_vetulus",51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,0,0,0,0,0,0,0,0,0,0,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,43.003018,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,26.191197,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,51.592644,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,60.218372,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,57.567861,59.694917,59.694917,57.567861,60.218372,60.218372,60.218372,60.218372,60.218372,60.218372,68.329537,61.541642,61.541642,61.541642,61.541642,69.509253,61.541642,68.329537,61.541642,61.541642,61.541642,69.509253,61.541642,73.003019,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986 +"Euoticus_elegantulus",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,73.003019,59.638601,67.618518,62.477212,70.490657,67.618518,67.618518,55.871833,62.477212,59.638601,59.638601,0,0,0,0 +"Galago_alleni",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,59.638601,73.003018,59.638601,59.638601,59.638601,59.638601,59.638601,55.871833,59.638601,64.596716,64.596716,0,0,0,0 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+"Galago_matschiei",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,70.490657,59.638601,67.618518,62.477212,73.003019,67.618518,67.618518,55.871833,62.477212,59.638601,59.638601,0,0,0,0 +"Galago_moholi",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,67.618518,59.638601,70.496373,62.477212,67.618518,73.003019,71.808309,55.871833,62.477212,59.638601,59.638601,0,0,0,0 +"Galago_senegalensis",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,10.266465,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,35.003018,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,67.618518,59.638601,70.496373,62.477212,67.618518,71.808309,73.003019,55.871833,62.477212,59.638601,59.638601,0,0,0,0 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+"Tarsius_syrichta",4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,0,0,0,0,0,0,0,0,0,0,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,4.162986,0,0,0,0,0,0,0,0,0,0,0,56.688743,48.705367,48.705367,73.003019 \ No newline at end of file diff --git a/docs/14-Chapter 14. Adventures in Covariance.html b/docs/14-Chapter 14. Adventures in Covariance.html index 56a23e4..5d437a7 100644 --- a/docs/14-Chapter 14. Adventures in Covariance.html +++ b/docs/14-Chapter 14. Adventures in Covariance.html @@ -19323,6 +19323,673 @@

14.5 Continuous cat + +
+
+
+

Code 14.47

+ +
+
+
+
+
+
In [57]:
+
+
+
d = DataFrame(CSV.File("data/Primates301.csv", missingstring="NA"))
+describe(d)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[57]:
+ + + +
+

16 rows × 7 columns (omitted printing of 2 columns)

variablemeanminmedianmax
SymbolUnion…AnyUnion…Any
1nameAllenopithecus_nigroviridisVarecia_variegata_variegata
2genusAllenopithecusVarecia
3speciesabeliizaza
4subspeciesalaotrensisverus
5spp_id151.01151.0301
6genus_id34.186136.068
7social_learning2.3004900.0214
8research_effort38.7634116.0755
9brain68.49321.6358.55491.27
10body6795.1831.233553.5130000.0
11group_size13.26311.07.591.2
12gestation164.50459.99166.03274.78
13weaning311.08840.0234.1651260.81
14longevity331.971103.0301.21470.0
15sex_maturity1480.23283.181427.175582.93
16maternal_investment478.6499.99401.351492.3
+
+ +
+ +
+
+ +
+
+
+
+

Code 14.48

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+
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+
+
+
In [62]:
+
+
+
dstan = d[completecases(d, ["group_size", "body", "brain"]), :]
+spp_obs = dstan.name;
+
+ +
+
+
+ +
+
+
+
+

Code 14.49

+ +
+
+
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+
+
In [59]:
+
+
+
dat_list = (
+    N_spp = nrow(dstan),
+    M = standardize(ZScoreTransform, log.(dstan.body)),
+    B = standardize(ZScoreTransform, log.(dstan.brain)),
+    G = standardize(ZScoreTransform, log.(dstan.group_size)),
+)
+
+@model function m14_9(N_spp, M, B, G)
+    σ_sq ~ Exponential()
+    bM ~ Normal(0, 0.5)
+    bG ~ Normal(0, 0.5)
+    a ~ Normal()
+    μ = @. a + bM*M + bG * G
+    B ~ MvNormal(μ, σ_sq)
+end
+
+Random.seed!(1)
+m14_9_ch = sample(m14_9(dat_list...), NUTS(), 1000)
+m14_9_df = DataFrame(m14_9_ch)
+precis(m14_9_df)
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
┌───────┬──────────────────────────────────────────────────────────┐
+│ param │    mean     std     5.5%     50%   94.5%       histogram │
+├───────┼──────────────────────────────────────────────────────────┤
+│     a │ -0.0001  0.0178  -0.0288  0.0008  0.0284    ▁▁▂▄▆▇█▆▃▂▁▁ │
+│    bG │  0.1223  0.0222   0.0876   0.122  0.1585        ▁▁▄██▅▂▁ │
+│    bM │  0.8942  0.0216   0.8596  0.8951   0.929  ▁▁▁▂▄▅███▆▃▂▁▁ │
+│  σ_sq │  0.2161  0.0124   0.1968  0.2161  0.2359        ▁▃▇█▇▄▁▁ │
+└───────┴──────────────────────────────────────────────────────────┘
+
+
+
+ +
+
+ +
+
+
+
+

Code 14.50

+ +
+
+
+
+
+
In [61]:
+
+
+
V = DataFrame(CSV.File("data/Primates301_vcov_matrix.csv"))
+Dmat = DataFrame(CSV.File("data/Primates301_distance_matrix.csv"))
+
+# Drop index columns
+select!(V, Not(:Column1))
+select!(Dmat, Not(:Column1));
+
+p = scatter(Matrix(Dmat), Matrix(V), c=:black, ms=2)
+display("image/png", p)
+
+ +
+
+
+ +
+
+ + +
+ +
+ + + + +
+ +
+ +
+ +
+
+ +
+
+
+
+

Code 14.51

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+
+
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+
+
In [63]:
+
+
+
V_inds = [
+    findfirst(x -> x == n, names(V))
+    for n in spp_obs
+];
+
+V_dat = Matrix(V[V_inds, V_inds])
+R = V_dat ./ maximum(V_dat);
+
+@model function m14_10(N_spp, M, B, G, R)
+    σ_sq ~ Exponential()
+    bM ~ Normal(0, 0.5)
+    bG ~ Normal(0, 0.5)
+    a ~ Normal()
+    μ = @. a + bM*M + bG * G
+    Σ = R * σ_sq
+    B ~ MvNormal(μ, Σ)
+end
+
+Random.seed!(1)
+m14_10_ch = sample(m14_10(dat_list..., R), NUTS(), 1000)
+m14_10_df = DataFrame(m14_10_ch)
+precis(m14_10_df)
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
┌───────┬───────────────────────────────────────────────────────────┐
+│ param │    mean     std     5.5%      50%   94.5%       histogram │
+├───────┼───────────────────────────────────────────────────────────┤
+│     a │ -0.2016  0.1604  -0.4386  -0.2054  0.0593    ▁▁▁▂▇█▇▆▃▁▁▁ │
+│    bG │ -0.0129  0.0197  -0.0441  -0.0131   0.018  ▁▁▁▁▂▄▆█▇▅▄▂▁▁ │
+│    bM │  0.7005   0.037   0.6389   0.7007  0.7571   ▁▁▂▄▇██▇▅▂▁▁▁ │
+│  σ_sq │  0.1614  0.0188   0.1318   0.1607  0.1935   ▁▂▃▆██▆▃▂▁▁▁▁ │
+└───────┴───────────────────────────────────────────────────────────┘
+
+
+
+ +
+
+ +
+
+
+
+

Code 14.52

+ +
+
+
+
+
+
In [64]:
+
+
+
D_inds = [
+    findfirst(x -> x == n, names(Dmat))
+    for n in spp_obs
+];
+
+D_dat = Matrix(Dmat[D_inds, D_inds])
+D_dat ./= maximum(D_dat);
+
+@model function m14_11(N_spp, M, B, G, D_dat)
+    bM ~ Normal(0, 0.5)
+    bG ~ Normal(0, 0.5)
+    a ~ Normal()
+    μ = @. a + bM*M + bG * G
+    
+    η² ~ TruncatedNormal(1, 0.25, 1, Inf)
+    ρ² ~ TruncatedNormal(3, 0.25, 3, Inf)
+    
+    Σ = η² * exp.(-ρ² * D_dat) + LinearAlgebra.I * (0.01 + η²)
+    B ~ MvNormal(μ, Σ)
+end
+
+Random.seed!(1)
+m14_11_ch = sample(m14_11(dat_list..., D_dat), NUTS(500, 0.65, init_ϵ=0.4), 4000)
+m14_11_df = DataFrame(m14_11_ch)
+precis(m14_11_df)
+
+ +
+
+
+ +
+
+ + +
+ +
+ + +
+
┌───────┬──────────────────────────────────────────────────────────┐
+│ param │    mean     std     5.5%      50%   94.5%      histogram │
+├───────┼──────────────────────────────────────────────────────────┤
+│     a │ -0.0735   0.377  -0.6709  -0.0716  0.5161         ▁▃█▇▂▁ │
+│    bG │  0.0923  0.1625  -0.1724   0.0907  0.3527   ▁▁▁▃▅██▅▃▁▁▁ │
+│    bM │  0.7553   0.185   0.4653   0.7537  1.0538       ▁▁▄█▇▂▁▁ │
+│    η² │  1.0143  0.0141   1.0008   1.0099  1.0411       █▃▁▁▁▁▁▁ │
+│    ρ² │  3.1357  0.1145   3.0101   3.1071  3.3573  █▇▆▄▃▂▂▁▁▁▁▁▁ │
+└───────┴──────────────────────────────────────────────────────────┘
+
+
+
+ +
+
+ +
+
+
+
+

Code 14.53

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+
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+
+
In [65]:
+
+
+
plot(xlim=(0, maximum(D_dat)), ylim=(0, 1.5), xlab="phylogenetic distance", ylab="covariance")
+
+# posterior
+for r in first(eachrow(m14_11_df), 30)
+    plot!(x -> η² * exp(-ρ²*x), c=:black, alpha=0.5)
+end
+
+Random.seed!(1)
+η = rand(Normal(1, 0.25), 1000)
+ρ = rand(Normal(3, 0.25), 1000)
+d_seq = range(0, 1, length=50)
+
+K = [
+    [
+        η² * exp(-ρ²*d)
+        for d ∈ d_seq
+    ]
+    for (η², ρ²) ∈ zip(η, ρ)
+]
+K = hcat(K...)'
+
+K_μ = mean.(eachcol(K))
+K_pi = PI.(eachcol(K))
+K_pi = vcat(K_pi'...)
+
+plot!(d_seq, [K_μ K_μ], fillrange=K_pi, fillalpha=0.2, c=:black)
+annotate!([
+        (0.5, 0.5, text("prior", 12)),
+        (0.2, 0.2, text("posterior", 12))
+])
+
+ +
+
+
+ +
+
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+ +
Out[65]:
+ + + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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