{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"┌ Info: Precompiling Plots [91a5bcdd-55d7-5caf-9e0b-520d859cae80]\n",
"└ @ Base loading.jl:1260\n",
"┌ Info: Precompiling Images [916415d5-f1e6-5110-898d-aaa5f9f070e0]\n",
"└ @ Base loading.jl:1260\n",
"┌ Info: Precompiling ImageSegmentation [80713f31-8817-5129-9cf8-209ff8fb23e1]\n",
"└ @ Base loading.jl:1260\n"
]
},
{
"data": {
"text/plain": [
"remove_small_area"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"using FileIO\n",
"using Plots\n",
"include(\"splitcell.jl\")"
]
},
{
"cell_type": "code",
"execution_count": 210,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"normalize (generic function with 1 method)"
]
},
"execution_count": 210,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"include(\"segmentation3d.jl\")\n",
"include(\"normalization3d.jl\")"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"┌ Info: Precompiling ImageMagick [6218d12a-5da1-5696-b52f-db25d2ecc6d1]\n",
"└ @ Base loading.jl:1260\n"
]
}
],
"source": [
"d16s1 = load(File(format\"TIFF\", \"../mRNA_confocal_hamamatsu-60X-TIRF/20200316/HE7-11-1-80uw-PWM_1_s1.ome.tiff\"));"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 239.338087 seconds (32.63 M allocations: 63.491 GiB, 11.69% gc time)\n"
]
}
],
"source": [
"@time mask_markers_2 = split_cell_LoG(d16s1, 138);"
]
},
{
"cell_type": "code",
"execution_count": 299,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"find_time_line (generic function with 1 method)"
]
},
"execution_count": 299,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Get living time\n",
"livingtime(stack) = [ sum(stack[:, :, i])>0 for i in 1:size(stack)[3] ]\n",
"area_t(stack) = [ sum(stack[:, :, i]) for i in 1:size(stack)[3] ]\n",
"\"\"\"\n",
"function component_lengths(img::AbstractArray{Int})\n",
" n = zeros(Int64,maximum(img)+1)\n",
" for i=1:length(img)\n",
" n[img[i]+1]+=1\n",
" end\n",
" n\n",
"end\n",
"\"\"\"\n",
"\n",
"# Find long-lived trajactory\n",
"function find_time_line(markers_t)\n",
" # search connected components in 3D space \n",
" shortest_t = 90\n",
" print(\"Finding connected component\")\n",
" @time time_line = label_components( markers_t.>0 )\n",
" line_amount = maximum(time_line)\n",
" # More advanced and fine punch and merge could be done\n",
" # But we just select long living trajactory, remove short-lived one\n",
" living_time =[ livingtime(time_line.==line) for line in 1:line_amount ]\n",
" living_length = [sum(living_time[line]) for line in 1:line_amount]\n",
" # label 0 mean background\n",
" shortlived = living_length .< shortest_t\n",
" longlived_label = (1:line_amount)[.~shortlived]\n",
" #longlived_time = living_time[]\n",
" for line in (1:line_amount)[shortlived]\n",
" time_line .*= (time_line.≠line)\n",
" end\n",
" time_line, longlived_label, living_time[longlived_label], time_line_whole\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 56,
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
"<defs>\n",
" <clipPath id=\"clip9700\">\n",
" <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
" </clipPath>\n",
"</defs>\n",
"<path clip-path=\"url(#clip9700)\" d=\"\n",
"M0 1600 L2400 1600 L2400 0 L0 0 Z\n",
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
"<defs>\n",
" <clipPath id=\"clip9701\">\n",
" <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
" </clipPath>\n",
"</defs>\n",
"<path clip-path=\"url(#clip9700)\" d=\"\n",
"M161.598 1486.45 L2352.76 1486.45 L2352.76 47.2441 L161.598 47.2441 Z\n",
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
"<defs>\n",
" <clipPath id=\"clip9702\">\n",
" <rect x=\"161\" y=\"47\" width=\"2192\" height=\"1440\"/>\n",
" </clipPath>\n",
"</defs>\n",
"<polyline clip-path=\"url(#clip9702)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 201.143,1486.45 201.143,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9702)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 650.519,1486.45 650.519,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9702)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 1099.9,1486.45 1099.9,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9702)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 1549.27,1486.45 1549.27,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9702)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 1998.65,1486.45 1998.65,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9702)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 161.598,1455.63 2352.76,1455.63 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9702)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 161.598,1207.86 2352.76,1207.86 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9702)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 161.598,960.101 2352.76,960.101 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9702)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 161.598,712.338 2352.76,712.338 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9702)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 161.598,464.576 2352.76,464.576 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9702)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 161.598,216.813 2352.76,216.813 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 161.598,1486.45 2352.76,1486.45 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 161.598,1486.45 161.598,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 201.143,1486.45 201.143,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 650.519,1486.45 650.519,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 1099.9,1486.45 1099.9,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 1549.27,1486.45 1549.27,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 1998.65,1486.45 1998.65,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 161.598,1455.63 187.892,1455.63 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 161.598,1207.86 187.892,1207.86 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 161.598,960.101 187.892,960.101 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 161.598,712.338 187.892,712.338 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 161.598,464.576 187.892,464.576 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 161.598,216.813 187.892,216.813 \n",
" \"/>\n",
"<path clip-path=\"url(#clip9700)\" d=\"M 0 0 M201.143 1508.44 Q197.532 1508.44 195.704 1512 Q193.898 1515.55 193.898 1522.67 Q193.898 1529.78 195.704 1533.35 Q197.532 1536.89 201.143 1536.89 Q204.778 1536.89 206.583 1533.35 Q208.412 1529.78 208.412 1522.67 Q208.412 1515.55 206.583 1512 Q204.778 1508.44 201.143 1508.44 M201.143 1504.73 Q206.953 1504.73 210.009 1509.34 Q213.088 1513.92 213.088 1522.67 Q213.088 1531.4 210.009 1536.01 Q206.953 1540.59 201.143 1540.59 Q195.333 1540.59 192.254 1536.01 Q189.199 1531.4 189.199 1522.67 Q189.199 1513.92 192.254 1509.34 Q195.333 1504.73 201.143 1504.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M631.665 1535.98 L647.985 1535.98 L647.985 1539.92 L626.04 1539.92 L626.04 1535.98 Q628.702 1533.23 633.286 1528.6 Q637.892 1523.95 639.073 1522.61 Q641.318 1520.08 642.198 1518.35 Q643.1 1516.59 643.1 1514.9 Q643.1 1512.14 641.156 1510.41 Q639.235 1508.67 636.133 1508.67 Q633.934 1508.67 631.48 1509.43 Q629.05 1510.2 626.272 1511.75 L626.272 1507.03 Q629.096 1505.89 631.55 1505.31 Q634.003 1504.73 636.04 1504.73 Q641.411 1504.73 644.605 1507.42 Q647.799 1510.11 647.799 1514.6 Q647.799 1516.73 646.989 1518.65 Q646.202 1520.54 644.096 1523.14 Q643.517 1523.81 640.415 1527.03 Q637.313 1530.22 631.665 1535.98 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M663.054 1508.44 Q659.443 1508.44 657.614 1512 Q655.809 1515.55 655.809 1522.67 Q655.809 1529.78 657.614 1533.35 Q659.443 1536.89 663.054 1536.89 Q666.688 1536.89 668.494 1533.35 Q670.323 1529.78 670.323 1522.67 Q670.323 1515.55 668.494 1512 Q666.688 1508.44 663.054 1508.44 M663.054 1504.73 Q668.864 1504.73 671.92 1509.34 Q674.998 1513.92 674.998 1522.67 Q674.998 1531.4 671.92 1536.01 Q668.864 1540.59 663.054 1540.59 Q657.244 1540.59 654.165 1536.01 Q651.11 1531.4 651.11 1522.67 Q651.11 1513.92 654.165 1509.34 Q657.244 1504.73 663.054 1504.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M1089.4 1509.43 L1077.59 1527.88 L1089.4 1527.88 L1089.4 1509.43 M1088.17 1505.36 L1094.05 1505.36 L1094.05 1527.88 L1098.98 1527.88 L1098.98 1531.77 L1094.05 1531.77 L1094.05 1539.92 L1089.4 1539.92 L1089.4 1531.77 L1073.8 1531.77 L1073.8 1527.26 L1088.17 1505.36 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M1114.05 1508.44 Q1110.44 1508.44 1108.61 1512 Q1106.81 1515.55 1106.81 1522.67 Q1106.81 1529.78 1108.61 1533.35 Q1110.44 1536.89 1114.05 1536.89 Q1117.68 1536.89 1119.49 1533.35 Q1121.32 1529.78 1121.32 1522.67 Q1121.32 1515.55 1119.49 1512 Q1117.68 1508.44 1114.05 1508.44 M1114.05 1504.73 Q1119.86 1504.73 1122.92 1509.34 Q1125.99 1513.92 1125.99 1522.67 Q1125.99 1531.4 1122.92 1536.01 Q1119.86 1540.59 1114.05 1540.59 Q1108.24 1540.59 1105.16 1536.01 Q1102.11 1531.4 1102.11 1522.67 Q1102.11 1513.92 1105.16 1509.34 Q1108.24 1504.73 1114.05 1504.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M1536.17 1520.78 Q1533.02 1520.78 1531.17 1522.93 Q1529.34 1525.08 1529.34 1528.83 Q1529.34 1532.56 1531.17 1534.73 Q1533.02 1536.89 1536.17 1536.89 Q1539.32 1536.89 1541.15 1534.73 Q1543 1532.56 1543 1528.83 Q1543 1525.08 1541.15 1522.93 Q1539.32 1520.78 1536.17 1520.78 M1545.45 1506.12 L1545.45 1510.38 Q1543.69 1509.55 1541.89 1509.11 Q1540.1 1508.67 1538.35 1508.67 Q1533.72 1508.67 1531.26 1511.8 Q1528.83 1514.92 1528.48 1521.24 Q1529.85 1519.23 1531.91 1518.16 Q1533.97 1517.07 1536.45 1517.07 Q1541.66 1517.07 1544.67 1520.24 Q1547.7 1523.39 1547.7 1528.83 Q1547.7 1534.16 1544.55 1537.37 Q1541.4 1540.59 1536.17 1540.59 Q1530.17 1540.59 1527 1536.01 Q1523.83 1531.4 1523.83 1522.67 Q1523.83 1514.48 1527.72 1509.62 Q1531.61 1504.73 1538.16 1504.73 Q1539.92 1504.73 1541.7 1505.08 Q1543.51 1505.43 1545.45 1506.12 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M1562.77 1508.44 Q1559.16 1508.44 1557.33 1512 Q1555.52 1515.55 1555.52 1522.67 Q1555.52 1529.78 1557.33 1533.35 Q1559.16 1536.89 1562.77 1536.89 Q1566.4 1536.89 1568.21 1533.35 Q1570.04 1529.78 1570.04 1522.67 Q1570.04 1515.55 1568.21 1512 Q1566.4 1508.44 1562.77 1508.44 M1562.77 1504.73 Q1568.58 1504.73 1571.63 1509.34 Q1574.71 1513.92 1574.71 1522.67 Q1574.71 1531.4 1571.63 1536.01 Q1568.58 1540.59 1562.77 1540.59 Q1556.96 1540.59 1553.88 1536.01 Q1550.82 1531.4 1550.82 1522.67 Q1550.82 1513.92 1553.88 1509.34 Q1556.96 1504.73 1562.77 1504.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M1985.14 1523.51 Q1981.81 1523.51 1979.89 1525.29 Q1977.99 1527.07 1977.99 1530.2 Q1977.99 1533.32 1979.89 1535.11 Q1981.81 1536.89 1985.14 1536.89 Q1988.47 1536.89 1990.4 1535.11 Q1992.32 1533.3 1992.32 1530.2 Q1992.32 1527.07 1990.4 1525.29 Q1988.5 1523.51 1985.14 1523.51 M1980.46 1521.52 Q1977.46 1520.78 1975.77 1518.72 Q1974.1 1516.66 1974.1 1513.69 Q1974.1 1509.55 1977.04 1507.14 Q1980 1504.73 1985.14 1504.73 Q1990.3 1504.73 1993.24 1507.14 Q1996.18 1509.55 1996.18 1513.69 Q1996.18 1516.66 1994.49 1518.72 Q1992.83 1520.78 1989.84 1521.52 Q1993.22 1522.3 1995.09 1524.6 Q1996.99 1526.89 1996.99 1530.2 Q1996.99 1535.22 1993.91 1537.91 Q1990.86 1540.59 1985.14 1540.59 Q1979.42 1540.59 1976.34 1537.91 Q1973.29 1535.22 1973.29 1530.2 Q1973.29 1526.89 1975.19 1524.6 Q1977.09 1522.3 1980.46 1521.52 M1978.75 1514.13 Q1978.75 1516.82 1980.42 1518.32 Q1982.11 1519.83 1985.14 1519.83 Q1988.15 1519.83 1989.84 1518.32 Q1991.55 1516.82 1991.55 1514.13 Q1991.55 1511.45 1989.84 1509.94 Q1988.15 1508.44 1985.14 1508.44 Q1982.11 1508.44 1980.42 1509.94 Q1978.75 1511.45 1978.75 1514.13 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M2012.06 1508.44 Q2008.45 1508.44 2006.62 1512 Q2004.82 1515.55 2004.82 1522.67 Q2004.82 1529.78 2006.62 1533.35 Q2008.45 1536.89 2012.06 1536.89 Q2015.7 1536.89 2017.5 1533.35 Q2019.33 1529.78 2019.33 1522.67 Q2019.33 1515.55 2017.5 1512 Q2015.7 1508.44 2012.06 1508.44 M2012.06 1504.73 Q2017.87 1504.73 2020.93 1509.34 Q2024.01 1513.92 2024.01 1522.67 Q2024.01 1531.4 2020.93 1536.01 Q2017.87 1540.59 2012.06 1540.59 Q2006.25 1540.59 2003.17 1536.01 Q2000.12 1531.4 2000.12 1522.67 Q2000.12 1513.92 2003.17 1509.34 Q2006.25 1504.73 2012.06 1504.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M125.654 1441.42 Q122.043 1441.42 120.214 1444.99 Q118.408 1448.53 118.408 1455.66 Q118.408 1462.77 120.214 1466.33 Q122.043 1469.87 125.654 1469.87 Q129.288 1469.87 131.094 1466.33 Q132.922 1462.77 132.922 1455.66 Q132.922 1448.53 131.094 1444.99 Q129.288 1441.42 125.654 1441.42 M125.654 1437.72 Q131.464 1437.72 134.52 1442.33 Q137.598 1446.91 137.598 1455.66 Q137.598 1464.39 134.52 1468.99 Q131.464 1473.58 125.654 1473.58 Q119.844 1473.58 116.765 1468.99 Q113.709 1464.39 113.709 1455.66 Q113.709 1446.91 116.765 1442.33 Q119.844 1437.72 125.654 1437.72 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M95.2605 1221.21 L111.58 1221.21 L111.58 1225.14 L89.6355 1225.14 L89.6355 1221.21 Q92.2975 1218.45 96.8808 1213.82 Q101.487 1209.17 102.668 1207.83 Q104.913 1205.31 105.793 1203.57 Q106.696 1201.81 106.696 1200.12 Q106.696 1197.37 104.751 1195.63 Q102.83 1193.89 99.728 1193.89 Q97.529 1193.89 95.0753 1194.66 Q92.6447 1195.42 89.867 1196.97 L89.867 1192.25 Q92.691 1191.12 95.1447 1190.54 Q97.5984 1189.96 99.6354 1189.96 Q105.006 1189.96 108.2 1192.64 Q111.395 1195.33 111.395 1199.82 Q111.395 1201.95 110.584 1203.87 Q109.797 1205.77 107.691 1208.36 Q107.112 1209.03 104.01 1212.25 Q100.909 1215.44 95.2605 1221.21 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M116.696 1190.58 L135.052 1190.58 L135.052 1194.52 L120.978 1194.52 L120.978 1202.99 Q121.996 1202.64 123.015 1202.48 Q124.033 1202.3 125.052 1202.3 Q130.839 1202.3 134.219 1205.47 Q137.598 1208.64 137.598 1214.06 Q137.598 1219.63 134.126 1222.74 Q130.654 1225.81 124.334 1225.81 Q122.158 1225.81 119.89 1225.44 Q117.645 1225.07 115.237 1224.33 L115.237 1219.63 Q117.321 1220.77 119.543 1221.32 Q121.765 1221.88 124.242 1221.88 Q128.246 1221.88 130.584 1219.77 Q132.922 1217.67 132.922 1214.06 Q132.922 1210.44 130.584 1208.34 Q128.246 1206.23 124.242 1206.23 Q122.367 1206.23 120.492 1206.65 Q118.64 1207.06 116.696 1207.94 L116.696 1190.58 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M89.6818 942.821 L108.038 942.821 L108.038 946.756 L93.9642 946.756 L93.9642 955.228 Q94.9827 954.881 96.0012 954.719 Q97.0197 954.534 98.0382 954.534 Q103.825 954.534 107.205 957.705 Q110.584 960.876 110.584 966.293 Q110.584 971.872 107.112 974.973 Q103.64 978.052 97.3206 978.052 Q95.1447 978.052 92.8762 977.682 Q90.6309 977.311 88.2235 976.571 L88.2235 971.872 Q90.3068 973.006 92.529 973.561 Q94.7512 974.117 97.2281 974.117 Q101.233 974.117 103.571 972.011 Q105.909 969.904 105.909 966.293 Q105.909 962.682 103.571 960.575 Q101.233 958.469 97.2281 958.469 Q95.3531 958.469 93.4781 958.886 Q91.6262 959.302 89.6818 960.182 L89.6818 942.821 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M125.654 945.9 Q122.043 945.9 120.214 949.464 Q118.408 953.006 118.408 960.136 Q118.408 967.242 120.214 970.807 Q122.043 974.348 125.654 974.348 Q129.288 974.348 131.094 970.807 Q132.922 967.242 132.922 960.136 Q132.922 953.006 131.094 949.464 Q129.288 945.9 125.654 945.9 M125.654 942.196 Q131.464 942.196 134.52 946.802 Q137.598 951.386 137.598 960.136 Q137.598 968.862 134.52 973.469 Q131.464 978.052 125.654 978.052 Q119.844 978.052 116.765 973.469 Q113.709 968.862 113.709 960.136 Q113.709 951.386 116.765 946.802 Q119.844 942.196 125.654 942.196 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M89.3577 695.058 L111.58 695.058 L111.58 697.049 L99.0336 729.618 L94.1494 729.618 L105.955 698.993 L89.3577 698.993 L89.3577 695.058 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M116.696 695.058 L135.052 695.058 L135.052 698.993 L120.978 698.993 L120.978 707.466 Q121.996 707.118 123.015 706.956 Q124.033 706.771 125.052 706.771 Q130.839 706.771 134.219 709.942 Q137.598 713.114 137.598 718.53 Q137.598 724.109 134.126 727.211 Q130.654 730.289 124.334 730.289 Q122.158 730.289 119.89 729.919 Q117.645 729.549 115.237 728.808 L115.237 724.109 Q117.321 725.243 119.543 725.799 Q121.765 726.354 124.242 726.354 Q128.246 726.354 130.584 724.248 Q132.922 722.141 132.922 718.53 Q132.922 714.919 130.584 712.813 Q128.246 710.706 124.242 710.706 Q122.367 710.706 120.492 711.123 Q118.64 711.54 116.696 712.419 L116.696 695.058 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M63.6634 477.92 L71.3023 477.92 L71.3023 451.555 L62.9921 453.221 L62.9921 448.962 L71.256 447.296 L75.9319 447.296 L75.9319 477.92 L83.5707 477.92 L83.5707 481.856 L63.6634 481.856 L63.6634 477.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M98.6401 450.374 Q95.029 450.374 93.2003 453.939 Q91.3948 457.481 91.3948 464.61 Q91.3948 471.717 93.2003 475.281 Q95.029 478.823 98.6401 478.823 Q102.274 478.823 104.08 475.281 Q105.909 471.717 105.909 464.61 Q105.909 457.481 104.08 453.939 Q102.274 450.374 98.6401 450.374 M98.6401 446.671 Q104.45 446.671 107.506 451.277 Q110.584 455.86 110.584 464.61 Q110.584 473.337 107.506 477.944 Q104.45 482.527 98.6401 482.527 Q92.8299 482.527 89.7512 477.944 Q86.6957 473.337 86.6957 464.61 Q86.6957 455.86 89.7512 451.277 Q92.8299 446.671 98.6401 446.671 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M125.654 450.374 Q122.043 450.374 120.214 453.939 Q118.408 457.481 118.408 464.61 Q118.408 471.717 120.214 475.281 Q122.043 478.823 125.654 478.823 Q129.288 478.823 131.094 475.281 Q132.922 471.717 132.922 464.61 Q132.922 457.481 131.094 453.939 Q129.288 450.374 125.654 450.374 M125.654 446.671 Q131.464 446.671 134.52 451.277 Q137.598 455.86 137.598 464.61 Q137.598 473.337 134.52 477.944 Q131.464 482.527 125.654 482.527 Q119.844 482.527 116.765 477.944 Q113.709 473.337 113.709 464.61 Q113.709 455.86 116.765 451.277 Q119.844 446.671 125.654 446.671 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M66.256 230.158 L73.8948 230.158 L73.8948 203.792 L65.5847 205.459 L65.5847 201.2 L73.8485 199.533 L78.5245 199.533 L78.5245 230.158 L86.1633 230.158 L86.1633 234.093 L66.256 234.093 L66.256 230.158 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M95.2605 230.158 L111.58 230.158 L111.58 234.093 L89.6355 234.093 L89.6355 230.158 Q92.2975 227.403 96.8808 222.773 Q101.487 218.121 102.668 216.778 Q104.913 214.255 105.793 212.519 Q106.696 210.76 106.696 209.07 Q106.696 206.315 104.751 204.579 Q102.83 202.843 99.728 202.843 Q97.529 202.843 95.0753 203.607 Q92.6447 204.371 89.867 205.922 L89.867 201.2 Q92.691 200.065 95.1447 199.487 Q97.5984 198.908 99.6354 198.908 Q105.006 198.908 108.2 201.593 Q111.395 204.278 111.395 208.769 Q111.395 210.899 110.584 212.82 Q109.797 214.718 107.691 217.311 Q107.112 217.982 104.01 221.199 Q100.909 224.394 95.2605 230.158 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M116.696 199.533 L135.052 199.533 L135.052 203.468 L120.978 203.468 L120.978 211.94 Q121.996 211.593 123.015 211.431 Q124.033 211.246 125.052 211.246 Q130.839 211.246 134.219 214.417 Q137.598 217.588 137.598 223.005 Q137.598 228.584 134.126 231.685 Q130.654 234.764 124.334 234.764 Q122.158 234.764 119.89 234.394 Q117.645 234.023 115.237 233.283 L115.237 228.584 Q117.321 229.718 119.543 230.273 Q121.765 230.829 124.242 230.829 Q128.246 230.829 130.584 228.723 Q132.922 226.616 132.922 223.005 Q132.922 219.394 130.584 217.287 Q128.246 215.181 124.242 215.181 Q122.367 215.181 120.492 215.598 Q118.64 216.014 116.696 216.894 L116.696 199.533 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip9702)\" style=\"stroke:#009af9; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 223.612,1138.49 246.081,742.07 268.55,1287.15 291.019,87.9763 313.487,395.202 335.956,1326.79 358.425,1376.34 380.894,87.9763 403.363,87.9763 425.831,970.011 \n",
" 448.3,256.455 470.769,87.9763 493.238,880.817 515.707,1277.24 538.175,1138.49 560.644,1435.81 583.113,1396.16 605.582,662.786 628.051,1445.72 650.519,1425.89 \n",
" 672.988,1039.38 695.457,1445.72 717.926,1445.72 740.395,167.26 762.863,950.19 785.332,1445.72 807.801,1425.89 830.27,177.171 852.739,1415.98 875.207,1376.34 \n",
" 897.676,1366.43 920.145,1435.81 942.614,1376.34 965.083,1316.88 987.551,1287.15 1010.02,1376.34 1032.49,1425.89 1054.96,1435.81 1077.43,1445.72 1099.9,1445.72 \n",
" 1122.36,1445.72 1144.83,1287.15 1167.3,474.486 1189.77,1415.98 1212.24,1217.77 1234.71,1217.77 1257.18,1435.81 1279.65,1445.72 1302.11,1356.52 1324.58,1406.07 \n",
" 1347.05,1445.72 1369.52,1366.43 1391.99,1396.16 1414.46,1435.81 1436.93,1445.72 1459.4,1435.81 1481.87,831.264 1504.33,1435.81 1526.8,851.085 1549.27,1425.89 \n",
" 1571.74,1425.89 1594.21,761.891 1616.68,1425.89 1639.15,1445.72 1661.62,1009.65 1684.08,1306.97 1706.55,1406.07 1729.02,890.727 1751.49,1356.52 1773.96,979.922 \n",
" 1796.43,1445.72 1818.9,1425.89 1841.37,1356.52 1863.83,1435.81 1886.3,1445.72 1908.77,1336.7 1931.24,1366.43 1953.71,1445.72 1976.18,1088.94 1998.65,1098.85 \n",
" 2021.12,1415.98 2043.59,1445.72 2066.05,1435.81 2088.52,1445.72 2110.99,1386.25 2133.46,1445.72 2155.93,1336.7 2178.4,1346.61 2200.87,1366.43 2223.34,1445.72 \n",
" 2245.8,1445.72 2268.27,1415.98 2290.74,1425.89 \n",
" \"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"223.612\" cy=\"1138.49\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"246.081\" cy=\"742.07\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"268.55\" cy=\"1287.15\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"291.019\" cy=\"87.9763\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"313.487\" cy=\"395.202\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"335.956\" cy=\"1326.79\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"358.425\" cy=\"1376.34\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"380.894\" cy=\"87.9763\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"403.363\" cy=\"87.9763\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"425.831\" cy=\"970.011\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"448.3\" cy=\"256.455\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"470.769\" cy=\"87.9763\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"493.238\" cy=\"880.817\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"515.707\" cy=\"1277.24\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"538.175\" cy=\"1138.49\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"560.644\" cy=\"1435.81\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"583.113\" cy=\"1396.16\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"605.582\" cy=\"662.786\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"628.051\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"650.519\" cy=\"1425.89\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"672.988\" cy=\"1039.38\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"695.457\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"717.926\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"740.395\" cy=\"167.26\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"762.863\" cy=\"950.19\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"785.332\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"807.801\" cy=\"1425.89\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"830.27\" cy=\"177.171\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"852.739\" cy=\"1415.98\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"875.207\" cy=\"1376.34\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"897.676\" cy=\"1366.43\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"920.145\" cy=\"1435.81\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"942.614\" cy=\"1376.34\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"965.083\" cy=\"1316.88\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"987.551\" cy=\"1287.15\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1010.02\" cy=\"1376.34\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1032.49\" cy=\"1425.89\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1054.96\" cy=\"1435.81\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1077.43\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1099.9\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1122.36\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1144.83\" cy=\"1287.15\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1167.3\" cy=\"474.486\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1189.77\" cy=\"1415.98\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1212.24\" cy=\"1217.77\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1234.71\" cy=\"1217.77\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1257.18\" cy=\"1435.81\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1279.65\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1302.11\" cy=\"1356.52\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1324.58\" cy=\"1406.07\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1347.05\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1369.52\" cy=\"1366.43\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1391.99\" cy=\"1396.16\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1414.46\" cy=\"1435.81\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1436.93\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1459.4\" cy=\"1435.81\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1481.87\" cy=\"831.264\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1504.33\" cy=\"1435.81\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1526.8\" cy=\"851.085\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1549.27\" cy=\"1425.89\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1571.74\" cy=\"1425.89\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1594.21\" cy=\"761.891\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1616.68\" cy=\"1425.89\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1639.15\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1661.62\" cy=\"1009.65\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1684.08\" cy=\"1306.97\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1706.55\" cy=\"1406.07\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1729.02\" cy=\"890.727\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1751.49\" cy=\"1356.52\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1773.96\" cy=\"979.922\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1796.43\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1818.9\" cy=\"1425.89\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1841.37\" cy=\"1356.52\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1863.83\" cy=\"1435.81\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1886.3\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1908.77\" cy=\"1336.7\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1931.24\" cy=\"1366.43\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1953.71\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1976.18\" cy=\"1088.94\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"1998.65\" cy=\"1098.85\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"2021.12\" cy=\"1415.98\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"2043.59\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"2066.05\" cy=\"1435.81\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"2088.52\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"2110.99\" cy=\"1386.25\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"2133.46\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"2155.93\" cy=\"1336.7\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"2178.4\" cy=\"1346.61\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"2200.87\" cy=\"1366.43\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"2223.34\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"2245.8\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"2268.27\" cy=\"1415.98\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<circle clip-path=\"url(#clip9702)\" cx=\"2290.74\" cy=\"1425.89\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<path clip-path=\"url(#clip9700)\" d=\"\n",
"M1989.74 251.724 L2280.76 251.724 L2280.76 130.764 L1989.74 130.764 Z\n",
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 1989.74,251.724 2280.76,251.724 2280.76,130.764 1989.74,130.764 1989.74,251.724 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip9700)\" style=\"stroke:#009af9; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 2013.74,191.244 2157.74,191.244 \n",
" \"/>\n",
"<circle clip-path=\"url(#clip9700)\" cx=\"2097.74\" cy=\"191.244\" r=\"21\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
"<path clip-path=\"url(#clip9700)\" d=\"M 0 0 M2195.58 210.931 Q2193.77 215.561 2192.06 216.973 Q2190.35 218.385 2187.48 218.385 L2184.08 218.385 L2184.08 214.82 L2186.58 214.82 Q2188.33 214.82 2189.31 213.987 Q2190.28 213.154 2191.46 210.052 L2192.22 208.107 L2181.74 182.598 L2186.25 182.598 L2194.35 202.876 L2202.46 182.598 L2206.97 182.598 L2195.58 210.931 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip9700)\" d=\"M 0 0 M2212.85 204.589 L2220.49 204.589 L2220.49 178.223 L2212.18 179.89 L2212.18 175.631 L2220.44 173.964 L2225.12 173.964 L2225.12 204.589 L2232.76 204.589 L2232.76 208.524 L2212.85 208.524 L2212.85 204.589 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /></svg>\n"
]
},
"execution_count": 56,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"@time time_line, longlived_label, livetime = find_time_line(mask_markers);\n",
"plot(sum.(livetime), marker=:circle)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Finding connected component 3.705766 seconds (154.82 k allocations: 2.906 GiB, 1.02% gc time)\n",
" 98.942287 seconds (6.37 M allocations: 12.924 GiB, 1.15% gc time)\n"
]
}
],
"source": [
"@time time_line_2, longlived_label_2, livingtime_2 = find_time_line(mask_markers_2);"
]
},
{
"cell_type": "code",
"execution_count": 63,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"saving 4saving 5saving 8saving 9saving 11saving 12saving 13saving 15saving 27saving 31saving 53"
]
}
],
"source": [
"for i in longlived_label_2\n",
" #save(\"d16s1_$i.tiff\", d16s1[:, :, 14:20:end] .*(time_line_2 .== i))\n",
" #print(\"saving $i\")\n",
"end "
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" 4.457932 seconds (219.41 k allocations: 1.042 GiB, 1.46% gc time)\n"
]
}
],
"source": [
"@time area_longlived = [area_t( time_line_2 .== i) for i in longlived_label_2];"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
"<defs>\n",
" <clipPath id=\"clip8900\">\n",
" <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
" </clipPath>\n",
"</defs>\n",
"<path clip-path=\"url(#clip8900)\" d=\"\n",
"M0 1600 L2400 1600 L2400 0 L0 0 Z\n",
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
"<defs>\n",
" <clipPath id=\"clip8901\">\n",
" <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
" </clipPath>\n",
"</defs>\n",
"<path clip-path=\"url(#clip8900)\" d=\"\n",
"M163.404 1486.45 L2352.76 1486.45 L2352.76 47.2441 L163.404 47.2441 Z\n",
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
"<defs>\n",
" <clipPath id=\"clip8902\">\n",
" <rect x=\"163\" y=\"47\" width=\"2190\" height=\"1440\"/>\n",
" </clipPath>\n",
"</defs>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 210.29,1486.45 210.29,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 587.193,1486.45 587.193,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 964.096,1486.45 964.096,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 1341,1486.45 1341,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 1717.9,1486.45 1717.9,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 2094.8,1486.45 2094.8,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 163.404,1445.72 2352.76,1445.72 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 163.404,1068.28 2352.76,1068.28 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 163.404,690.85 2352.76,690.85 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 163.404,313.417 2352.76,313.417 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 163.404,1486.45 2352.76,1486.45 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 163.404,1486.45 163.404,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 210.29,1486.45 210.29,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 587.193,1486.45 587.193,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 964.096,1486.45 964.096,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 1341,1486.45 1341,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 1717.9,1486.45 1717.9,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 2094.8,1486.45 2094.8,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 163.404,1445.72 189.676,1445.72 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 163.404,1068.28 189.676,1068.28 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 163.404,690.85 189.676,690.85 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 163.404,313.417 189.676,313.417 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M210.29 1508.44 Q206.679 1508.44 204.851 1512 Q203.045 1515.55 203.045 1522.67 Q203.045 1529.78 204.851 1533.35 Q206.679 1536.89 210.29 1536.89 Q213.925 1536.89 215.73 1533.35 Q217.559 1529.78 217.559 1522.67 Q217.559 1515.55 215.73 1512 Q213.925 1508.44 210.29 1508.44 M210.29 1504.73 Q216.101 1504.73 219.156 1509.34 Q222.235 1513.92 222.235 1522.67 Q222.235 1531.4 219.156 1536.01 Q216.101 1540.59 210.29 1540.59 Q204.48 1540.59 201.402 1536.01 Q198.346 1531.4 198.346 1522.67 Q198.346 1513.92 201.402 1509.34 Q204.48 1504.73 210.29 1504.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M568.837 1535.98 L585.156 1535.98 L585.156 1539.92 L563.212 1539.92 L563.212 1535.98 Q565.874 1533.23 570.457 1528.6 Q575.064 1523.95 576.244 1522.61 Q578.489 1520.08 579.369 1518.35 Q580.272 1516.59 580.272 1514.9 Q580.272 1512.14 578.327 1510.41 Q576.406 1508.67 573.304 1508.67 Q571.105 1508.67 568.652 1509.43 Q566.221 1510.2 563.443 1511.75 L563.443 1507.03 Q566.267 1505.89 568.721 1505.31 Q571.175 1504.73 573.212 1504.73 Q578.582 1504.73 581.776 1507.42 Q584.971 1510.11 584.971 1514.6 Q584.971 1516.73 584.161 1518.65 Q583.374 1520.54 581.267 1523.14 Q580.689 1523.81 577.587 1527.03 Q574.485 1530.22 568.837 1535.98 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M590.272 1505.36 L608.628 1505.36 L608.628 1509.3 L594.554 1509.3 L594.554 1517.77 Q595.573 1517.42 596.591 1517.26 Q597.61 1517.07 598.628 1517.07 Q604.415 1517.07 607.795 1520.24 Q611.174 1523.42 611.174 1528.83 Q611.174 1534.41 607.702 1537.51 Q604.23 1540.59 597.911 1540.59 Q595.735 1540.59 593.466 1540.22 Q591.221 1539.85 588.813 1539.11 L588.813 1534.41 Q590.897 1535.54 593.119 1536.1 Q595.341 1536.66 597.818 1536.66 Q601.823 1536.66 604.161 1534.55 Q606.499 1532.44 606.499 1528.83 Q606.499 1525.22 604.161 1523.11 Q601.823 1521.01 597.818 1521.01 Q595.943 1521.01 594.068 1521.42 Q592.216 1521.84 590.272 1522.72 L590.272 1505.36 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M940.867 1505.36 L959.223 1505.36 L959.223 1509.3 L945.149 1509.3 L945.149 1517.77 Q946.168 1517.42 947.186 1517.26 Q948.205 1517.07 949.223 1517.07 Q955.01 1517.07 958.39 1520.24 Q961.769 1523.42 961.769 1528.83 Q961.769 1534.41 958.297 1537.51 Q954.825 1540.59 948.506 1540.59 Q946.33 1540.59 944.061 1540.22 Q941.816 1539.85 939.408 1539.11 L939.408 1534.41 Q941.492 1535.54 943.714 1536.1 Q945.936 1536.66 948.413 1536.66 Q952.418 1536.66 954.756 1534.55 Q957.093 1532.44 957.093 1528.83 Q957.093 1525.22 954.756 1523.11 Q952.418 1521.01 948.413 1521.01 Q946.538 1521.01 944.663 1521.42 Q942.811 1521.84 940.867 1522.72 L940.867 1505.36 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M976.839 1508.44 Q973.228 1508.44 971.399 1512 Q969.593 1515.55 969.593 1522.67 Q969.593 1529.78 971.399 1533.35 Q973.228 1536.89 976.839 1536.89 Q980.473 1536.89 982.279 1533.35 Q984.107 1529.78 984.107 1522.67 Q984.107 1515.55 982.279 1512 Q980.473 1508.44 976.839 1508.44 M976.839 1504.73 Q982.649 1504.73 985.704 1509.34 Q988.783 1513.92 988.783 1522.67 Q988.783 1531.4 985.704 1536.01 Q982.649 1540.59 976.839 1540.59 Q971.029 1540.59 967.95 1536.01 Q964.894 1531.4 964.894 1522.67 Q964.894 1513.92 967.95 1509.34 Q971.029 1504.73 976.839 1504.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M1316.88 1505.36 L1339.1 1505.36 L1339.1 1507.35 L1326.55 1539.92 L1321.67 1539.92 L1333.48 1509.3 L1316.88 1509.3 L1316.88 1505.36 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M1344.22 1505.36 L1362.57 1505.36 L1362.57 1509.3 L1348.5 1509.3 L1348.5 1517.77 Q1349.52 1517.42 1350.54 1517.26 Q1351.55 1517.07 1352.57 1517.07 Q1358.36 1517.07 1361.74 1520.24 Q1365.12 1523.42 1365.12 1528.83 Q1365.12 1534.41 1361.65 1537.51 Q1358.17 1540.59 1351.85 1540.59 Q1349.68 1540.59 1347.41 1540.22 Q1345.17 1539.85 1342.76 1539.11 L1342.76 1534.41 Q1344.84 1535.54 1347.06 1536.1 Q1349.29 1536.66 1351.76 1536.66 Q1355.77 1536.66 1358.1 1534.55 Q1360.44 1532.44 1360.44 1528.83 Q1360.44 1525.22 1358.1 1523.11 Q1355.77 1521.01 1351.76 1521.01 Q1349.89 1521.01 1348.01 1521.42 Q1346.16 1521.84 1344.22 1522.72 L1344.22 1505.36 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M1681.27 1535.98 L1688.91 1535.98 L1688.91 1509.62 L1680.6 1511.29 L1680.6 1507.03 L1688.86 1505.36 L1693.54 1505.36 L1693.54 1535.98 L1701.18 1535.98 L1701.18 1539.92 L1681.27 1539.92 L1681.27 1535.98 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M1716.25 1508.44 Q1712.63 1508.44 1710.81 1512 Q1709 1515.55 1709 1522.67 Q1709 1529.78 1710.81 1533.35 Q1712.63 1536.89 1716.25 1536.89 Q1719.88 1536.89 1721.69 1533.35 Q1723.51 1529.78 1723.51 1522.67 Q1723.51 1515.55 1721.69 1512 Q1719.88 1508.44 1716.25 1508.44 M1716.25 1504.73 Q1722.06 1504.73 1725.11 1509.34 Q1728.19 1513.92 1728.19 1522.67 Q1728.19 1531.4 1725.11 1536.01 Q1722.06 1540.59 1716.25 1540.59 Q1710.44 1540.59 1707.36 1536.01 Q1704.3 1531.4 1704.3 1522.67 Q1704.3 1513.92 1707.36 1509.34 Q1710.44 1504.73 1716.25 1504.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M1743.26 1508.44 Q1739.65 1508.44 1737.82 1512 Q1736.01 1515.55 1736.01 1522.67 Q1736.01 1529.78 1737.82 1533.35 Q1739.65 1536.89 1743.26 1536.89 Q1746.89 1536.89 1748.7 1533.35 Q1750.53 1529.78 1750.53 1522.67 Q1750.53 1515.55 1748.7 1512 Q1746.89 1508.44 1743.26 1508.44 M1743.26 1504.73 Q1749.07 1504.73 1752.13 1509.34 Q1755.2 1513.92 1755.2 1522.67 Q1755.2 1531.4 1752.13 1536.01 Q1749.07 1540.59 1743.26 1540.59 Q1737.45 1540.59 1734.37 1536.01 Q1731.32 1531.4 1731.32 1522.67 Q1731.32 1513.92 1734.37 1509.34 Q1737.45 1504.73 1743.26 1504.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2059.47 1535.98 L2067.11 1535.98 L2067.11 1509.62 L2058.8 1511.29 L2058.8 1507.03 L2067.06 1505.36 L2071.74 1505.36 L2071.74 1535.98 L2079.38 1535.98 L2079.38 1539.92 L2059.47 1539.92 L2059.47 1535.98 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2088.47 1535.98 L2104.79 1535.98 L2104.79 1539.92 L2082.85 1539.92 L2082.85 1535.98 Q2085.51 1533.23 2090.09 1528.6 Q2094.7 1523.95 2095.88 1522.61 Q2098.13 1520.08 2099.01 1518.35 Q2099.91 1516.59 2099.91 1514.9 Q2099.91 1512.14 2097.96 1510.41 Q2096.04 1508.67 2092.94 1508.67 Q2090.74 1508.67 2088.29 1509.43 Q2085.86 1510.2 2083.08 1511.75 L2083.08 1507.03 Q2085.9 1505.89 2088.36 1505.31 Q2090.81 1504.73 2092.85 1504.73 Q2098.22 1504.73 2101.41 1507.42 Q2104.61 1510.11 2104.61 1514.6 Q2104.61 1516.73 2103.8 1518.65 Q2103.01 1520.54 2100.9 1523.14 Q2100.32 1523.81 2097.22 1527.03 Q2094.12 1530.22 2088.47 1535.98 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2109.91 1505.36 L2128.26 1505.36 L2128.26 1509.3 L2114.19 1509.3 L2114.19 1517.77 Q2115.21 1517.42 2116.23 1517.26 Q2117.25 1517.07 2118.26 1517.07 Q2124.05 1517.07 2127.43 1520.24 Q2130.81 1523.42 2130.81 1528.83 Q2130.81 1534.41 2127.34 1537.51 Q2123.87 1540.59 2117.55 1540.59 Q2115.37 1540.59 2113.1 1540.22 Q2110.86 1539.85 2108.45 1539.11 L2108.45 1534.41 Q2110.53 1535.54 2112.76 1536.1 Q2114.98 1536.66 2117.45 1536.66 Q2121.46 1536.66 2123.8 1534.55 Q2126.13 1532.44 2126.13 1528.83 Q2126.13 1525.22 2123.8 1523.11 Q2121.46 1521.01 2117.45 1521.01 Q2115.58 1521.01 2113.7 1521.42 Q2111.85 1521.84 2109.91 1522.72 L2109.91 1505.36 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M127.459 1431.51 Q123.848 1431.51 122.02 1435.08 Q120.214 1438.62 120.214 1445.75 Q120.214 1452.86 122.02 1456.42 Q123.848 1459.96 127.459 1459.96 Q131.094 1459.96 132.899 1456.42 Q134.728 1452.86 134.728 1445.75 Q134.728 1438.62 132.899 1435.08 Q131.094 1431.51 127.459 1431.51 M127.459 1427.81 Q133.27 1427.81 136.325 1432.42 Q139.404 1437 139.404 1445.75 Q139.404 1454.48 136.325 1459.08 Q133.27 1463.67 127.459 1463.67 Q121.649 1463.67 118.571 1459.08 Q115.515 1454.48 115.515 1445.75 Q115.515 1437 118.571 1432.42 Q121.649 1427.81 127.459 1427.81 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M62.8764 1088.08 L70.5152 1088.08 L70.5152 1061.71 L62.2051 1063.38 L62.2051 1059.12 L70.4689 1057.45 L75.1448 1057.45 L75.1448 1088.08 L82.7837 1088.08 L82.7837 1092.01 L62.8764 1092.01 L62.8764 1088.08 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M87.6216 1061.45 L91.9272 1061.45 L91.9272 1096.64 L87.6216 1096.64 L87.6216 1061.45 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M106.997 1060.53 Q103.385 1060.53 101.557 1064.09 Q99.7512 1067.64 99.7512 1074.77 Q99.7512 1081.87 101.557 1085.44 Q103.385 1088.98 106.997 1088.98 Q110.631 1088.98 112.436 1085.44 Q114.265 1081.87 114.265 1074.77 Q114.265 1067.64 112.436 1064.09 Q110.631 1060.53 106.997 1060.53 M106.997 1056.83 Q112.807 1056.83 115.862 1061.43 Q118.941 1066.02 118.941 1074.77 Q118.941 1083.49 115.862 1088.1 Q112.807 1092.68 106.997 1092.68 Q101.186 1092.68 98.1077 1088.1 Q95.0521 1083.49 95.0521 1074.77 Q95.0521 1066.02 98.1077 1061.43 Q101.186 1056.83 106.997 1056.83 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M131.617 1039.83 L122.025 1054.82 L131.617 1054.82 L131.617 1039.83 M130.621 1036.52 L135.398 1036.52 L135.398 1054.82 L139.404 1054.82 L139.404 1057.98 L135.398 1057.98 L135.398 1064.6 L131.617 1064.6 L131.617 1057.98 L118.941 1057.98 L118.941 1054.31 L130.621 1036.52 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M66.4643 710.642 L82.7837 710.642 L82.7837 714.577 L60.8394 714.577 L60.8394 710.642 Q63.5014 707.888 68.0847 703.258 Q72.6911 698.605 73.8717 697.263 Q76.1171 694.74 76.9967 693.004 Q77.8995 691.244 77.8995 689.554 Q77.8995 686.8 75.955 685.064 Q74.0337 683.328 70.9319 683.328 Q68.7328 683.328 66.2791 684.092 Q63.8486 684.855 61.0708 686.406 L61.0708 681.684 Q63.8949 680.55 66.3486 679.971 Q68.8023 679.392 70.8393 679.392 Q76.2096 679.392 79.4041 682.078 Q82.5985 684.763 82.5985 689.254 Q82.5985 691.383 81.7883 693.304 Q81.0013 695.203 78.8948 697.795 Q78.3161 698.466 75.2143 701.684 Q72.1124 704.878 66.4643 710.642 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M87.6216 684.022 L91.9272 684.022 L91.9272 719.207 L87.6216 719.207 L87.6216 684.022 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M106.997 683.096 Q103.385 683.096 101.557 686.661 Q99.7512 690.203 99.7512 697.332 Q99.7512 704.439 101.557 708.003 Q103.385 711.545 106.997 711.545 Q110.631 711.545 112.436 708.003 Q114.265 704.439 114.265 697.332 Q114.265 690.203 112.436 686.661 Q110.631 683.096 106.997 683.096 M106.997 679.392 Q112.807 679.392 115.862 683.999 Q118.941 688.582 118.941 697.332 Q118.941 706.059 115.862 710.665 Q112.807 715.249 106.997 715.249 Q101.186 715.249 98.1077 710.665 Q95.0521 706.059 95.0521 697.332 Q95.0521 688.582 98.1077 683.999 Q101.186 679.392 106.997 679.392 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M131.617 662.397 L122.025 677.387 L131.617 677.387 L131.617 662.397 M130.621 659.087 L135.398 659.087 L135.398 677.387 L139.404 677.387 L139.404 680.547 L135.398 680.547 L135.398 687.167 L131.617 687.167 L131.617 680.547 L118.941 680.547 L118.941 676.879 L130.621 659.087 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M75.6541 318.51 Q79.0106 319.228 80.8855 321.496 Q82.7837 323.765 82.7837 327.098 Q82.7837 332.214 79.2652 335.015 Q75.7467 337.816 69.2652 337.816 Q67.0893 337.816 64.7745 337.376 Q62.4829 336.959 60.0292 336.103 L60.0292 331.589 Q61.9736 332.723 64.2884 333.302 Q66.6032 333.881 69.1264 333.881 Q73.5245 333.881 75.8161 332.145 Q78.1309 330.408 78.1309 327.098 Q78.1309 324.043 75.9782 322.33 Q73.8485 320.594 70.0291 320.594 L66.0014 320.594 L66.0014 316.751 L70.2143 316.751 Q73.6634 316.751 75.4921 315.385 Q77.3208 313.997 77.3208 311.404 Q77.3208 308.742 75.4226 307.33 Q73.5476 305.895 70.0291 305.895 Q68.1078 305.895 65.9088 306.311 Q63.7097 306.728 61.0708 307.608 L61.0708 303.441 Q63.7329 302.7 66.0477 302.33 Q68.3856 301.96 70.4458 301.96 Q75.7698 301.96 78.8717 304.39 Q81.9735 306.797 81.9735 310.918 Q81.9735 313.788 80.33 315.779 Q78.6865 317.747 75.6541 318.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M87.6216 306.589 L91.9272 306.589 L91.9272 341.774 L87.6216 341.774 L87.6216 306.589 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M106.997 305.663 Q103.385 305.663 101.557 309.228 Q99.7512 312.77 99.7512 319.899 Q99.7512 327.006 101.557 330.571 Q103.385 334.112 106.997 334.112 Q110.631 334.112 112.436 330.571 Q114.265 327.006 114.265 319.899 Q114.265 312.77 112.436 309.228 Q110.631 305.663 106.997 305.663 M106.997 301.96 Q112.807 301.96 115.862 306.566 Q118.941 311.149 118.941 319.899 Q118.941 328.626 115.862 333.233 Q112.807 337.816 106.997 337.816 Q101.186 337.816 98.1077 333.233 Q95.0521 328.626 95.0521 319.899 Q95.0521 311.149 98.1077 306.566 Q101.186 301.96 106.997 301.96 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M131.617 284.964 L122.025 299.954 L131.617 299.954 L131.617 284.964 M130.621 281.654 L135.398 281.654 L135.398 299.954 L139.404 299.954 L139.404 303.114 L135.398 303.114 L135.398 309.734 L131.617 309.734 L131.617 303.114 L118.941 303.114 L118.941 299.446 L130.621 281.654 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip8902)\" style=\"stroke:#009af9; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 225.367,885.832 240.443,868.734 255.519,873.943 270.595,870.357 285.671,872.32 300.747,848.617 315.823,854.09 330.899,830.047 345.975,840.955 361.052,816.611 \n",
" 376.128,818.573 391.204,829.028 406.28,804.948 421.356,798.003 436.432,793.285 451.508,777.924 466.584,749.805 481.66,742.369 496.736,735.425 511.813,749.578 \n",
" 526.889,752.9 541.965,731.915 557.041,735.689 572.117,750.145 587.193,739.388 602.269,748.333 617.345,746.974 632.421,759.505 647.498,760.26 662.574,772.073 \n",
" 677.65,806.948 692.726,809.93 707.802,827.179 722.878,817.932 737.954,817.479 753.03,843.182 768.106,844.692 783.182,824.537 798.259,807.024 813.335,813.818 \n",
" 828.411,797.097 843.487,789.662 858.563,762.109 873.639,760.147 888.715,756.825 903.791,767.091 918.867,771.545 933.944,787.246 949.02,792.568 964.096,764.563 \n",
" 979.172,761.468 994.248,769.809 1009.32,773.47 1024.4,792.983 1039.48,805.401 1054.55,811.289 1069.63,809.364 1084.7,790.756 1099.78,789.662 1114.86,767.318 \n",
" 1129.93,784.415 1145.01,804.948 1160.09,782.642 1175.16,754.938 1190.24,750.711 1205.31,750.031 1220.39,742.256 1235.47,727.65 1250.54,714.062 1265.62,706.589 \n",
" 1280.69,721.648 1295.77,725.574 1310.85,723.385 1325.92,714.1 1341,702.211 1356.07,705.268 1371.15,704.966 1386.23,696.474 1401.3,696.474 1416.38,700.512 \n",
" 1431.46,698.965 1446.53,705.494 1461.61,710.439 1476.68,697.379 1491.76,708.702 1506.84,713.798 1521.91,723.385 1536.99,734.292 1552.06,756.448 1567.14,776.754 \n",
" 1582.22,784.906 1597.29,789.133 1612.37,791.285 1627.44,792.568 1642.52,803.249 1657.6,808.194 1672.67,804.646 1687.75,802.683 1702.82,808.345 1717.9,808.42 \n",
" 1732.98,809.703 1748.05,814.535 1763.13,813.553 1778.21,823.216 1793.28,818.083 1808.36,815.705 1823.43,828.235 1838.51,836.463 1853.59,847.673 1868.66,838.955 \n",
" 1883.74,843.408 1898.81,849.56 1913.89,879.34 1928.97,883.076 1944.04,912.177 1959.12,909.157 1974.19,936.521 1989.27,980.983 2004.35,980.605 2019.42,976.302 \n",
" 2034.5,986.002 2049.58,994.457 2064.65,999.401 2079.73,1005.48 2094.8,1009.59 2109.88,1038.13 2124.96,1099.72 2140.03,1098.89 2155.11,1081.23 2170.18,1056.02 \n",
" 2185.26,1052.54 2200.34,1066.77 2215.41,1091.16 2230.49,1123.5 2245.56,1117.88 2260.64,1178.64 2275.72,1234.5 2290.79,1202.46 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#e26f46; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 225.367,633.707 240.443,582.262 255.519,532.366 270.595,522.062 285.671,491.301 300.747,458.276 315.823,451.973 330.899,452.425 345.975,491.905 361.052,514.74 \n",
" 376.128,513.079 391.204,518.552 406.28,524.138 421.356,524.1 436.432,562.07 451.508,573.544 466.584,574.789 481.66,574.45 496.736,609.136 511.813,588.113 \n",
" 526.889,585.659 541.965,599.851 557.041,621.1 572.117,684.094 587.193,675.111 602.269,667.525 617.345,760.335 632.421,810.798 647.498,837.218 662.574,819.592 \n",
" 677.65,820.385 692.726,842.351 707.802,827.518 722.878,844.842 737.954,869.451 753.03,872.32 768.106,877.264 783.182,933.803 798.259,932.143 813.335,925.613 \n",
" 828.411,869.074 843.487,804.533 858.563,784.944 873.639,762.185 888.715,732.066 903.791,746.71 918.867,773.319 933.944,758.561 949.02,726.291 964.096,725.611 \n",
" 979.172,703.456 994.248,685 1009.32,653.295 1024.4,618.911 1039.48,585.848 1054.55,583.432 1069.63,590.038 1084.7,633.065 1099.78,703.381 1114.86,712.628 \n",
" 1129.93,741.615 1145.01,767.657 1160.09,886.134 1175.16,920.405 1190.24,953.128 1205.31,1012.88 1220.39,1081.49 1235.47,1168.11 1250.54,1231.75 1265.62,1265.6 \n",
" 1280.69,1319.92 1295.77,1298.48 1310.85,1255.26 1325.92,1233.75 1341,1166.04 1356.07,1168.26 1371.15,1189.44 1386.23,1166.6 1401.3,1084.32 1416.38,1019.9 \n",
" 1431.46,995.476 1446.53,991.513 1461.61,970.49 1476.68,962.186 1491.76,950.712 1506.84,949.844 1521.91,972.755 1536.99,1007.89 1552.06,986.946 1567.14,980.643 \n",
" 1582.22,991.249 1597.29,998.571 1612.37,1024.58 1627.44,1055.03 1642.52,1072.06 1657.6,1048.51 1672.67,1070.51 1687.75,1105.46 1702.82,1124.03 1717.9,1164.72 \n",
" 1732.98,1224.12 1748.05,1265.34 1763.13,1305.05 1778.21,1337.77 1793.28,1379.55 1808.36,1367.02 1823.43,1406.42 1838.51,1445.72 1853.59,1445.72 1868.66,1445.72 \n",
" 1883.74,1445.72 1898.81,1445.72 1913.89,1445.72 1928.97,1445.72 1944.04,1445.72 1959.12,1445.72 1974.19,1445.72 1989.27,1445.72 2004.35,1445.72 2019.42,1445.72 \n",
" 2034.5,1445.72 2049.58,1445.72 2064.65,1445.72 2079.73,1445.72 2094.8,1445.72 2109.88,1445.72 2124.96,1445.72 2140.03,1445.72 2155.11,1445.72 2170.18,1445.72 \n",
" 2185.26,1445.72 2200.34,1445.72 2215.41,1445.72 2230.49,1445.72 2245.56,1445.72 2260.64,1445.72 2275.72,1445.72 2290.79,1445.72 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#3da44d; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 225.367,1096.36 240.443,1119.24 255.519,1170.68 270.595,1135.39 285.671,1113.99 300.747,1008.72 315.823,988.305 330.899,977.208 345.975,975.661 361.052,987.361 \n",
" 376.128,1004.5 391.204,1020.42 406.28,1005.59 421.356,1014.01 436.432,1006.42 451.508,996.608 466.584,991.098 481.66,990.947 496.736,975.548 511.813,977.888 \n",
" 526.889,966.074 541.965,966.904 557.041,968.527 572.117,942.484 587.193,919.423 602.269,923.537 617.345,909.987 632.421,885.794 647.498,880.359 662.574,866.885 \n",
" 677.65,881.416 692.726,869.564 707.802,870.734 722.878,858.77 737.954,835.784 753.03,842.087 768.106,845.56 783.182,826.763 798.259,841.37 813.335,826.499 \n",
" 828.411,830.236 843.487,853.674 858.563,869.3 873.639,878.887 888.715,894.55 903.791,916.857 918.867,888.889 933.944,911.61 949.02,912.856 964.096,916.706 \n",
" 979.172,905.307 994.248,911.912 1009.32,907.232 1024.4,923.688 1039.48,906.213 1054.55,904.515 1069.63,882.473 1084.7,855.75 1099.78,875.377 1114.86,859.072 \n",
" 1129.93,859.6 1145.01,876.736 1160.09,858.506 1175.16,875.792 1190.24,849.447 1205.31,844.805 1220.39,798.871 1235.47,808.232 1250.54,808.647 1265.62,804.872 \n",
" 1280.69,812.798 1295.77,799.852 1310.85,789.813 1325.92,789.888 1341,802.985 1356.07,831.142 1371.15,830.009 1386.23,828.009 1401.3,833.52 1416.38,849.711 \n",
" 1431.46,857.222 1446.53,873.716 1461.61,889.191 1476.68,894.966 1491.76,886.134 1506.84,880.321 1521.91,866.809 1536.99,836.162 1552.06,836.577 1567.14,855.033 \n",
" 1582.22,851.523 1597.29,866.507 1612.37,879.642 1627.44,865.073 1642.52,874.773 1657.6,869.413 1672.67,855.411 1687.75,856.354 1702.82,849.409 1717.9,844.842 \n",
" 1732.98,866.205 1748.05,833.52 1763.13,832.425 1778.21,814.384 1793.28,825.216 1808.36,817.365 1823.43,816.384 1838.51,820.46 1853.59,826.65 1868.66,816.346 \n",
" 1883.74,831.632 1898.81,852.92 1913.89,875.339 1928.97,864.167 1944.04,866.016 1959.12,862.733 1974.19,895.343 1989.27,936.37 2004.35,938.484 2019.42,899.797 \n",
" 2034.5,888.851 2049.58,886.134 2064.65,875.415 2079.73,881.604 2094.8,888.172 2109.88,894.135 2124.96,946.07 2140.03,1004.04 2155.11,992.721 2170.18,954.298 \n",
" 2185.26,1051.75 2200.34,1024.99 2215.41,1023.52 2230.49,1054.17 2245.56,1091.72 2260.64,1089.83 2275.72,1126.6 2290.79,1088.7 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#c271d2; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 225.367,1200.38 240.443,1180.72 255.519,1170.23 270.595,1150.75 285.671,1167.25 300.747,1146.11 315.823,1152.41 330.899,1104.82 345.975,1062.06 361.052,1040.54 \n",
" 376.128,1012.42 391.204,1019.14 406.28,1026.27 421.356,1022.73 436.432,1014.16 451.508,1017.59 466.584,999.024 481.66,993.476 496.736,1002.57 511.813,983.813 \n",
" 526.889,971.698 541.965,956.978 557.041,964.904 572.117,969.622 587.193,966.074 602.269,964.564 617.345,971.547 632.421,999.967 647.498,1018.27 662.574,1043.6 \n",
" 677.65,1042.92 692.726,1036.8 707.802,1050.77 722.878,1027.26 737.954,1020.99 753.03,1031.52 768.106,1047.07 783.182,1051.3 798.259,1056.05 813.335,1077.98 \n",
" 828.411,1086.02 843.487,1083.91 858.563,1091.12 873.639,1090.1 888.715,1097.16 903.791,1093.72 918.867,1050.17 933.944,1042.84 949.02,1039.9 964.096,1019.67 \n",
" 979.172,1004.99 994.248,1011.4 1009.32,1009.21 1024.4,1012.27 1039.48,1033.97 1054.55,1029.03 1069.63,1041.37 1084.7,1065 1099.78,1059.41 1114.86,1067.57 \n",
" 1129.93,1066.7 1145.01,1077.27 1160.09,1072.21 1175.16,1070.74 1190.24,1066.28 1205.31,1064.81 1220.39,1039.64 1235.47,1050.69 1250.54,1045.11 1265.62,1032.88 \n",
" 1280.69,1055.15 1295.77,1045.3 1310.85,1050.77 1325.92,1037.48 1341,1041.86 1356.07,1065.19 1371.15,1076.47 1386.23,1091.12 1401.3,1096.7 1416.38,1116.56 \n",
" 1431.46,1134.03 1446.53,1124.26 1461.61,1146.22 1476.68,1140 1491.76,1142.18 1506.84,1181.25 1521.91,1161.7 1536.99,1143.62 1552.06,1144.41 1567.14,1159.7 \n",
" 1582.22,1144.07 1597.29,1137.96 1612.37,1137.81 1627.44,1118.63 1642.52,1104.63 1657.6,1111.31 1672.67,1148.15 1687.75,1155.77 1702.82,1173.02 1717.9,1193.7 \n",
" 1732.98,1175.17 1748.05,1153.92 1763.13,1138.56 1778.21,1117.27 1793.28,1112.56 1808.36,1144.45 1823.43,1164.72 1838.51,1242.77 1853.59,1234.01 1868.66,1183.32 \n",
" 1883.74,1197.1 1898.81,1206.54 1913.89,1228.92 1928.97,1235.45 1944.04,1315.16 1959.12,1335.69 1974.19,1352.64 1989.27,1405.29 2004.35,1421.6 2019.42,1428.2 \n",
" 2034.5,1445.72 2049.58,1445.72 2064.65,1445.72 2079.73,1445.72 2094.8,1445.72 2109.88,1445.72 2124.96,1445.72 2140.03,1445.72 2155.11,1445.72 2170.18,1445.72 \n",
" 2185.26,1445.72 2200.34,1445.72 2215.41,1445.72 2230.49,1445.72 2245.56,1445.72 2260.64,1445.72 2275.72,1445.72 2290.79,1445.72 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#ac8d18; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 225.367,663.184 240.443,657.9 255.519,664.392 270.595,644.539 285.671,614.91 300.747,584.452 315.823,566.486 330.899,549.426 345.975,548.407 361.052,534.781 \n",
" 376.128,538.141 391.204,525.836 406.28,502.398 421.356,496.321 436.432,498.586 451.508,506.549 466.584,501.454 481.66,498.699 496.736,500.322 511.813,476.392 \n",
" 526.889,466.919 541.965,465.711 557.041,475.373 572.117,470.769 587.193,458.54 602.269,473.033 617.345,461.182 632.421,467.749 647.498,444.273 662.574,442.763 \n",
" 677.65,480.846 692.726,487.263 707.802,494.207 722.878,500.209 737.954,518.778 753.03,533.649 768.106,529.309 783.182,531.083 798.259,513.947 813.335,500.737 \n",
" 828.411,481.828 843.487,490.471 858.563,492.32 873.639,476.204 888.715,460.427 903.791,457.03 918.867,457.03 933.944,469.334 949.02,463.975 964.096,464.277 \n",
" 979.172,489.754 994.248,485.224 1009.32,466.391 1024.4,453.86 1039.48,434.837 1054.55,429.78 1069.63,433.705 1084.7,420.23 1099.78,425.666 1114.86,423.703 \n",
" 1129.93,434.535 1145.01,419.362 1160.09,440.612 1175.16,445.292 1190.24,438.725 1205.31,428.459 1220.39,413.55 1235.47,395.773 1250.54,401.699 1265.62,402.718 \n",
" 1280.69,409.587 1295.77,403.888 1310.85,407.511 1325.92,417.966 1341,455.256 1356.07,455.068 1371.15,448.349 1386.23,440.65 1401.3,430.308 1416.38,419.778 \n",
" 1431.46,406.265 1446.53,390.904 1461.61,380.487 1476.68,361.917 1491.76,373.844 1506.84,397.698 1521.91,398.037 1536.99,392.829 1552.06,359.954 1567.14,351.953 \n",
" 1582.22,340.215 1597.29,342.102 1612.37,359.539 1627.44,367.239 1642.52,379.581 1657.6,375.995 1672.67,381.355 1687.75,379.581 1702.82,388.753 1717.9,397.207 \n",
" 1732.98,410.832 1748.05,402.265 1763.13,414.795 1778.21,413.21 1793.28,392.867 1808.36,379.732 1823.43,385.809 1838.51,364.786 1853.59,352.255 1868.66,348.745 \n",
" 1883.74,345.348 1898.81,346.858 1913.89,352.557 1928.97,359.124 1944.04,386.601 1959.12,407.322 1974.19,438.196 1989.27,471.863 2004.35,470.542 2019.42,488.923 \n",
" 2034.5,488.131 2049.58,461.182 2064.65,453.784 2079.73,447.028 2094.8,429.44 2109.88,418.155 2124.96,386.148 2140.03,368.786 2155.11,374.486 2170.18,412.342 \n",
" 2185.26,447.708 2200.34,461.559 2215.41,460.54 2230.49,494.585 2245.56,519.646 2260.64,549.237 2275.72,518.363 2290.79,486.961 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#00a9ad; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 225.367,776.301 240.443,775.886 255.519,733.839 270.595,774.678 285.671,782.151 300.747,831.481 315.823,812.647 330.899,724.441 345.975,658.919 361.052,620.61 \n",
" 376.128,578.224 391.204,533.574 406.28,502.511 421.356,428.647 436.432,368.975 451.508,335.384 466.584,335.157 481.66,345.952 496.736,324.136 511.813,326.703 \n",
" 526.889,314.323 541.965,329.307 557.041,343.498 572.117,336.629 587.193,313.606 602.269,294.998 617.345,250.725 632.421,237.855 647.498,234.684 662.574,176.56 \n",
" 677.65,173.993 692.726,172.974 707.802,171.389 722.878,182.146 737.954,178.938 753.03,190.487 768.106,164.973 783.182,160.821 798.259,144.214 813.335,170.634 \n",
" 828.411,207.094 843.487,226.57 858.563,230.118 873.639,239.176 888.715,249.442 903.791,257.708 918.867,281.26 933.944,287.676 949.02,297.414 964.096,264.615 \n",
" 979.172,240.988 994.248,228.834 1009.32,211.246 1024.4,213.435 1039.48,213.586 1054.55,225.551 1069.63,199.961 1084.7,170.294 1099.78,165.463 1114.86,173.805 \n",
" 1129.93,183.203 1145.01,190.6 1160.09,176.371 1175.16,170.408 1190.24,183.391 1205.31,205.094 1220.39,238.308 1235.47,244.724 1250.54,245.253 1265.62,257.746 \n",
" 1280.69,252.839 1295.77,260.388 1310.85,231.665 1325.92,174.597 1341,169.351 1356.07,151.347 1371.15,148.705 1386.23,156.556 1401.3,137.495 1416.38,144.478 \n",
" 1431.46,152.744 1446.53,179.277 1461.61,173.389 1476.68,166.143 1491.76,165.765 1506.84,163.463 1521.91,163.916 1536.99,147.271 1552.06,186.524 1567.14,205.433 \n",
" 1582.22,184.146 1597.29,208.793 1612.37,183.127 1627.44,173.427 1642.52,193.167 1657.6,193.846 1672.67,170.672 1687.75,163.35 1702.82,180.749 1717.9,207.811 \n",
" 1732.98,200.112 1748.05,170.785 1763.13,181.693 1778.21,188.222 1793.28,179.24 1808.36,187.052 1823.43,194.299 1838.51,183.391 1853.59,157.764 1868.66,171.502 \n",
" 1883.74,168.105 1898.81,190.94 1913.89,191.204 1928.97,165.69 1944.04,166.105 1959.12,102.96 1974.19,87.9763 1989.27,142.327 2004.35,145.497 2019.42,135.231 \n",
" 2034.5,188.411 2049.58,173.578 2064.65,199.13 2079.73,220.531 2094.8,238.081 2109.88,250.612 2124.96,246.196 2140.03,222.72 2155.11,213.51 2170.18,242.007 \n",
" 2185.26,261.482 2200.34,247.593 2215.41,262.69 2230.49,270.616 2245.56,272.692 2260.64,287.902 2275.72,343.649 2290.79,387.243 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#ed5d92; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 225.367,1445.72 240.443,1445.72 255.519,1445.72 270.595,1445.72 285.671,1445.72 300.747,1445.72 315.823,1422.24 330.899,1343.85 345.975,1328.82 361.052,1334.45 \n",
" 376.128,1305.2 391.204,1367.4 406.28,1282.89 421.356,1212.24 436.432,1179.85 451.508,1186.8 466.584,1171.13 481.66,1173.17 496.736,1165.13 511.813,1148.15 \n",
" 526.889,1155.36 541.965,1142.18 557.041,1140.75 572.117,1131.73 587.193,1116.07 602.269,1102.14 617.345,1083.15 632.421,1080.36 647.498,1078.02 662.574,1075.23 \n",
" 677.65,1076.51 692.726,1080.89 707.802,1094.74 722.878,1094.51 737.954,1081.79 753.03,1103.57 768.106,1125.09 783.182,1123.58 798.259,1138.56 813.335,1166.98 \n",
" 828.411,1206.46 843.487,1192.8 858.563,1157.32 873.639,1163.92 888.715,1111.69 903.791,1109.35 918.867,1102.52 933.944,1124.33 949.02,1136.79 964.096,1138.6 \n",
" 979.172,1147.85 994.248,1183.63 1009.32,1196.38 1024.4,1202.61 1039.48,1205.93 1054.55,1236.58 1069.63,1217.67 1084.7,1198.01 1099.78,1240.96 1114.86,1199.74 \n",
" 1129.93,1188.8 1145.01,1268.4 1160.09,1255.6 1175.16,1229.37 1190.24,1225.63 1205.31,1205.06 1220.39,1211.33 1235.47,1238.39 1250.54,1208.42 1265.62,1187.66 \n",
" 1280.69,1184.76 1295.77,1186.19 1310.85,1197.1 1325.92,1207.74 1341,1213.52 1356.07,1235.15 1371.15,1259.23 1386.23,1267.53 1401.3,1303.31 1416.38,1304.25 \n",
" 1431.46,1314.94 1446.53,1271.61 1461.61,1281.27 1476.68,1271.53 1491.76,1251.22 1506.84,1226.13 1521.91,1220.92 1536.99,1207.9 1552.06,1195.25 1567.14,1195.97 \n",
" 1582.22,1196.31 1597.29,1234.69 1612.37,1259.87 1627.44,1200.42 1642.52,1215.9 1657.6,1245.22 1672.67,1267.15 1687.75,1217.22 1702.82,1170.27 1717.9,1173.74 \n",
" 1732.98,1165.58 1748.05,1155.96 1763.13,1165.21 1778.21,1162.45 1793.28,1135.96 1808.36,1134.6 1823.43,1136.11 1838.51,1203.67 1853.59,1253.26 1868.66,1327.13 \n",
" 1883.74,1329.99 1898.81,1294.29 1913.89,1267.08 1928.97,1293.5 1944.04,1358.83 1959.12,1314.63 1974.19,1335.32 1989.27,1292.52 2004.35,1322.48 2019.42,1329.2 \n",
" 2034.5,1267.49 2049.58,1266.93 2064.65,1405.56 2079.73,1382.08 2094.8,1332.33 2109.88,1274.55 2124.96,1243.22 2140.03,1232.5 2155.11,1218.43 2170.18,1234.24 \n",
" 2185.26,1261.45 2200.34,1270.51 2215.41,1326.75 2230.49,1346.04 2245.56,1389.86 2260.64,1440.17 2275.72,1445.72 2290.79,1445.72 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#c68125; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 225.367,1445.72 240.443,1445.72 255.519,1445.72 270.595,1445.72 285.671,1445.72 300.747,1445.72 315.823,1445.72 330.899,1445.72 345.975,1445.72 361.052,1409.75 \n",
" 376.128,1357.62 391.204,1316.63 406.28,1262.02 421.356,1274.25 436.432,1278.81 451.508,1266.62 466.584,1256.06 481.66,1196.72 496.736,1128.75 511.813,1024.35 \n",
" 526.889,950.939 541.965,894.928 557.041,898.212 572.117,896.4 587.193,883.756 602.269,904.175 617.345,907.421 632.421,938.635 647.498,933.728 662.574,927.538 \n",
" 677.65,920.631 692.726,885.681 707.802,842.88 722.878,829.255 737.954,762.751 753.03,738.104 768.106,747.918 783.182,706.476 798.259,684.434 813.335,687.793 \n",
" 828.411,676.13 843.487,691.416 858.563,676.923 873.639,655.673 888.715,662.693 903.791,674.394 918.867,643.444 933.944,620.647 949.02,622.308 964.096,617.968 \n",
" 979.172,614.986 994.248,615.439 1009.32,610.192 1024.4,616.647 1039.48,610.759 1054.55,628.875 1069.63,639.368 1084.7,659.863 1099.78,644.124 1114.86,661.259 \n",
" 1129.93,638.273 1145.01,650.804 1160.09,660.693 1175.16,661.033 1190.24,642.425 1205.31,633.518 1220.39,648.2 1235.47,654.994 1250.54,638.236 1265.62,639.821 \n",
" 1280.69,631.668 1295.77,628.007 1310.85,626.649 1325.92,656.164 1341,681.829 1356.07,687.83 1371.15,691.529 1386.23,691.944 1401.3,705.532 1416.38,717.308 \n",
" 1431.46,731.613 1446.53,769.696 1461.61,783.208 1476.68,804.57 1491.76,811.025 1506.84,811.213 1521.91,795.361 1536.99,780.679 1552.06,778.112 1567.14,758.788 \n",
" 1582.22,745.578 1597.29,725.159 1612.37,719.988 1627.44,687.793 1642.52,691.378 1657.6,674.809 1672.67,673.299 1687.75,667.713 1702.82,676.96 1717.9,693.039 \n",
" 1732.98,696.247 1748.05,725.234 1763.13,731.009 1778.21,733.047 1793.28,736.066 1808.36,761.468 1823.43,765.091 1838.51,782.83 1853.59,801.815 1868.66,838.577 \n",
" 1883.74,871.112 1898.81,887.153 1913.89,908.402 1928.97,904.741 1944.04,923.16 1959.12,914.177 1974.19,920.065 1989.27,944.824 2004.35,954.109 2019.42,964.413 \n",
" 2034.5,967.508 2049.58,971.396 2064.65,975.321 2079.73,956.714 2094.8,990.343 2109.88,1009.29 2124.96,989.965 2140.03,1058.02 2155.11,1114.59 2170.18,1194.53 \n",
" 2185.26,1272.74 2200.34,1308.75 2215.41,1345.62 2230.49,1371.36 2245.56,1392.01 2260.64,1367.4 2275.72,1343.39 2290.79,1347.73 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#00a98d; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 225.367,1445.72 240.443,1445.72 255.519,1445.72 270.595,1445.72 285.671,1445.72 300.747,1445.72 315.823,1445.72 330.899,1445.72 345.975,1445.72 361.052,1445.72 \n",
" 376.128,1445.72 391.204,1445.72 406.28,1445.72 421.356,1445.72 436.432,1445.72 451.508,1445.72 466.584,1445.72 481.66,1445.72 496.736,1445.72 511.813,1445.72 \n",
" 526.889,1445.72 541.965,1445.72 557.041,1445.72 572.117,1445.72 587.193,1445.72 602.269,1445.72 617.345,1445.72 632.421,1445.72 647.498,1445.72 662.574,1445.72 \n",
" 677.65,1445.72 692.726,1445.72 707.802,1445.72 722.878,1445.72 737.954,1445.72 753.03,1445.72 768.106,1445.72 783.182,1445.72 798.259,1445.72 813.335,1443.07 \n",
" 828.411,1436.09 843.487,1385.55 858.563,1336.22 873.639,1307.08 888.715,1266.32 903.791,1261.15 918.867,1239.52 933.944,1167.06 949.02,1035.82 964.096,887.228 \n",
" 979.172,734.443 994.248,636.801 1009.32,557.767 1024.4,552.37 1039.48,546.595 1054.55,592.113 1069.63,608.419 1084.7,587.584 1099.78,581.809 1114.86,577.507 \n",
" 1129.93,568.599 1145.01,544.028 1160.09,516.212 1175.16,509.456 1190.24,540.141 1205.31,535.951 1220.39,545.349 1235.47,542.368 1250.54,539.348 1265.62,547.69 \n",
" 1280.69,547.954 1295.77,545.236 1310.85,574.412 1325.92,542.67 1341,560.9 1356.07,563.881 1371.15,587.584 1386.23,575.544 1401.3,574.148 1416.38,540.103 \n",
" 1431.46,498.133 1446.53,491.528 1461.61,484.96 1476.68,472.882 1491.76,486.847 1506.84,487.64 1521.91,480.884 1536.99,491.716 1552.06,488.848 1567.14,479.148 \n",
" 1582.22,471.335 1597.29,474.694 1612.37,492.358 1627.44,496.094 1642.52,503.681 1657.6,497.34 1672.67,503.115 1687.75,506.285 1702.82,499.416 1717.9,500.85 \n",
" 1732.98,492.773 1748.05,502.133 1763.13,519.42 1778.21,513.268 1793.28,536.669 1808.36,526.365 1823.43,510.324 1838.51,548.709 1853.59,550.256 1868.66,567.354 \n",
" 1883.74,563.466 1898.81,552.294 1913.89,552.936 1928.97,551.388 1944.04,563.127 1959.12,562.787 1974.19,589.396 1989.27,624.648 2004.35,622.119 2019.42,610.419 \n",
" 2034.5,620.043 2049.58,633.82 2064.65,627.668 2079.73,639.557 2094.8,632.612 2109.88,630.159 2124.96,635.405 2140.03,646.351 2155.11,665.977 2170.18,661.448 \n",
" 2185.26,661.184 2200.34,656.051 2215.41,654.692 2230.49,640.538 2245.56,626.573 2260.64,621.176 2275.72,646.766 2290.79,637.33 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#8e971d; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 225.367,1173.02 240.443,1146.34 255.519,1145.2 270.595,1122.6 285.671,1113.54 300.747,1093.61 315.823,1104.67 330.899,1074.47 345.975,1084.21 361.052,1093.76 \n",
" 376.128,1099.87 391.204,1132.33 406.28,1139.81 421.356,1142.71 436.432,1123.46 451.508,1121.31 466.584,1121.54 481.66,1153.09 496.736,1187.97 511.813,1174.72 \n",
" 526.889,1188.87 541.965,1191.29 557.041,1193.89 572.117,1174.34 587.193,1155.05 602.269,1153.02 617.345,1133.2 632.421,1121.43 647.498,1128.75 662.574,1136.52 \n",
" 677.65,1150.11 692.726,1158.56 707.802,1147.92 722.878,1155.77 737.954,1142.26 753.03,1137.24 768.106,1147.2 783.182,1149.73 798.259,1147.24 813.335,1156.68 \n",
" 828.411,1165.17 843.487,1139.39 858.563,1107.35 873.639,1095.19 888.715,1088.82 903.791,1101.08 918.867,1103.42 933.944,1128.45 949.02,1115.35 964.096,1112.59 \n",
" 979.172,1089.72 994.248,1079.91 1009.32,1094.89 1024.4,1088.1 1039.48,1086.48 1054.55,1077.57 1069.63,1090.63 1084.7,1086.85 1099.78,1088.55 1114.86,1080.02 \n",
" 1129.93,1084.81 1145.01,1105.35 1160.09,1119.2 1175.16,1129.92 1190.24,1127.54 1205.31,1117.8 1220.39,1115.35 1235.47,1128.86 1250.54,1127.84 1265.62,1106.25 \n",
" 1280.69,1079.64 1295.77,1100.7 1310.85,1128.79 1325.92,1126.41 1341,1118.41 1356.07,1134.67 1371.15,1129.96 1386.23,1123.24 1401.3,1110.89 1416.38,1122.1 \n",
" 1431.46,1121.24 1446.53,1123.8 1461.61,1129.46 1476.68,1133.73 1491.76,1123.01 1506.84,1135.09 1521.91,1144.68 1536.99,1172.53 1552.06,1176.19 1567.14,1189.7 \n",
" 1582.22,1180.12 1597.29,1168.6 1612.37,1123.09 1627.44,1119.88 1642.52,1124.67 1657.6,1130.18 1672.67,1134.71 1687.75,1133.99 1702.82,1163.06 1717.9,1169.62 \n",
" 1732.98,1172.42 1748.05,1178.34 1763.13,1161.21 1778.21,1167.36 1793.28,1159.85 1808.36,1162.75 1823.43,1170.3 1838.51,1178.8 1853.59,1187.7 1868.66,1176.79 \n",
" 1883.74,1166.19 1898.81,1139.96 1913.89,1123.5 1928.97,1094.7 1944.04,1067.94 1959.12,1054.36 1974.19,1052.69 1989.27,1062.55 2004.35,1062.36 2019.42,1063.56 \n",
" 2034.5,1068.36 2049.58,1076.17 2064.65,1080.32 2079.73,1098.7 2094.8,1101.12 2109.88,1112.59 2124.96,1123.88 2140.03,1121.95 2155.11,1119.24 2170.18,1128.33 \n",
" 2185.26,1132.37 2200.34,1144.26 2215.41,1145.62 2230.49,1142.94 2245.56,1143.69 2260.64,1161.77 2275.72,1148.79 2290.79,1107.57 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#00a8cb; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 225.367,1295.99 240.443,1289.5 255.519,1277.08 270.595,1267.42 285.671,1267.11 300.747,1253.6 315.823,1265.57 330.899,1255.83 345.975,1258.55 361.052,1258.13 \n",
" 376.128,1246.32 391.204,1252.36 406.28,1245.79 421.356,1246.17 436.432,1244.51 451.508,1236.39 466.584,1214.69 481.66,1191.59 496.736,1182.98 511.813,1176.15 \n",
" 526.889,1194.99 541.965,1201.33 557.041,1207.1 572.117,1224.28 587.193,1227.79 602.269,1229.26 617.345,1239.68 632.421,1249 647.498,1242.85 662.574,1246.88 \n",
" 677.65,1251.34 692.726,1253.68 707.802,1257.83 722.878,1243.37 737.954,1244.81 753.03,1243.49 768.106,1228.8 783.182,1224.46 798.259,1231.18 813.335,1256.32 \n",
" 828.411,1288.25 843.487,1302.48 858.563,1315.35 873.639,1362.08 888.715,1378.27 903.791,1392.23 918.867,1389.25 933.944,1391.71 949.02,1406.39 964.096,1420.05 \n",
" 979.172,1409.97 994.248,1425.79 1009.32,1413.86 1024.4,1418.35 1039.48,1424.69 1054.55,1423.22 1069.63,1432.17 1084.7,1432.58 1099.78,1434.73 1114.86,1434.28 \n",
" 1129.93,1436.47 1145.01,1431.68 1160.09,1432.69 1175.16,1428.73 1190.24,1418.96 1205.31,1403.22 1220.39,1391.59 1235.47,1357.25 1250.54,1313.54 1265.62,1295.42 \n",
" 1280.69,1294.74 1295.77,1284.44 1310.85,1256.32 1325.92,1260.32 1341,1253.56 1356.07,1238.88 1371.15,1224.73 1386.23,1231.26 1401.3,1241 1416.38,1235.45 \n",
" 1431.46,1248.77 1446.53,1248.13 1461.61,1232.73 1476.68,1214.35 1491.76,1203.14 1506.84,1177.63 1521.91,1160.87 1536.99,1149.73 1552.06,1151.43 1567.14,1164.3 \n",
" 1582.22,1174.08 1597.29,1177.47 1612.37,1188.72 1627.44,1201.74 1642.52,1213.78 1657.6,1224.99 1672.67,1234.01 1687.75,1244.24 1702.82,1267.34 1717.9,1276.63 \n",
" 1732.98,1279.61 1748.05,1275.08 1763.13,1271.3 1778.21,1270.62 1793.28,1280.51 1808.36,1285.76 1823.43,1299.57 1838.51,1302.37 1853.59,1305.27 1868.66,1305.76 \n",
" 1883.74,1304.71 1898.81,1290.67 1913.89,1279.27 1928.97,1279.57 1944.04,1298.44 1959.12,1303.54 1974.19,1306.22 1989.27,1312.37 2004.35,1316.9 2019.42,1318.03 \n",
" 2034.5,1310.82 2049.58,1328.64 2064.65,1314.26 2079.73,1285.61 2094.8,1262.06 2109.88,1252.24 2124.96,1249.41 2140.03,1256.92 2155.11,1266.93 2170.18,1268.21 \n",
" 2185.26,1245.19 2200.34,1210.05 2215.41,1176.3 2230.49,1159.36 2245.56,1151.32 2260.64,1164.38 2275.72,1159.81 2290.79,1162.98 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#9b7fe8; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 225.367,1337.47 240.443,1327.16 255.519,1316.56 270.595,1302.14 285.671,1300.55 300.747,1294.14 315.823,1289.08 330.899,1276.7 345.975,1283.34 361.052,1297.27 \n",
" 376.128,1305.5 391.204,1303.73 406.28,1313.69 421.356,1316.22 436.432,1313.12 451.508,1332.3 466.584,1353.21 481.66,1368.79 496.736,1392.95 511.813,1402.61 \n",
" 526.889,1397.22 541.965,1392.5 557.041,1369.13 572.117,1344.68 587.193,1318.52 602.269,1306.14 617.345,1279.95 632.421,1268.62 647.498,1255.45 662.574,1251.26 \n",
" 677.65,1243 692.726,1238.73 707.802,1241.64 722.878,1239.15 737.954,1229.86 753.03,1229.11 768.106,1222.09 783.182,1224.84 798.259,1232.47 813.335,1240.17 \n",
" 828.411,1242.39 843.487,1253.34 858.563,1264.09 873.639,1286.74 888.715,1299.69 903.791,1313.12 918.867,1313.09 933.944,1321.39 949.02,1315.09 964.096,1310.41 \n",
" 979.172,1295.72 994.248,1286.7 1009.32,1273.46 1024.4,1268.51 1039.48,1262.32 1054.55,1251.26 1069.63,1245.03 1084.7,1267.91 1099.78,1292.86 1114.86,1289.65 \n",
" 1129.93,1305.16 1145.01,1326.64 1160.09,1346.34 1175.16,1359.13 1190.24,1345.77 1205.31,1342.6 1220.39,1336.07 1235.47,1329.05 1250.54,1322.18 1265.62,1300.74 \n",
" 1280.69,1290.33 1295.77,1297.16 1310.85,1298.03 1325.92,1304.37 1341,1307.58 1356.07,1307.65 1371.15,1305.69 1386.23,1290.21 1401.3,1285.76 1416.38,1294.33 \n",
" 1431.46,1312.82 1446.53,1323.84 1461.61,1342.37 1476.68,1355.21 1491.76,1363.55 1506.84,1357.77 1521.91,1352.07 1536.99,1349.51 1552.06,1361.89 1567.14,1376.08 \n",
" 1582.22,1389.1 1597.29,1399.4 1612.37,1399.56 1627.44,1407.59 1642.52,1414.5 1657.6,1409.18 1672.67,1420.28 1687.75,1428.13 1702.82,1432.09 1717.9,1428.17 \n",
" 1732.98,1425.75 1748.05,1438.73 1763.13,1442.28 1778.21,1438.54 1793.28,1437.11 1808.36,1437.83 1823.43,1440.96 1838.51,1441.9 1853.59,1443.87 1868.66,1439.11 \n",
" 1883.74,1445.72 1898.81,1445.72 1913.89,1445.72 1928.97,1445.72 1944.04,1445.72 1959.12,1445.72 1974.19,1445.72 1989.27,1445.72 2004.35,1445.72 2019.42,1445.72 \n",
" 2034.5,1445.72 2049.58,1445.72 2064.65,1445.72 2079.73,1445.72 2094.8,1445.72 2109.88,1445.72 2124.96,1445.72 2140.03,1445.72 2155.11,1445.72 2170.18,1445.72 \n",
" 2185.26,1445.72 2200.34,1445.72 2215.41,1445.72 2230.49,1445.72 2245.56,1445.72 2260.64,1445.72 2275.72,1445.72 2290.79,1445.72 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8902)\" style=\"stroke:#608cf6; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 225.367,1445.72 240.443,1445.72 255.519,1445.72 270.595,1445.72 285.671,1445.72 300.747,1445.72 315.823,1445.72 330.899,1445.72 345.975,1445.72 361.052,1445.72 \n",
" 376.128,1445.72 391.204,1445.72 406.28,1445.72 421.356,1445.72 436.432,1445.72 451.508,1445.72 466.584,1445.72 481.66,1445.72 496.736,1445.72 511.813,1445.72 \n",
" 526.889,1445.72 541.965,1445.72 557.041,1445.72 572.117,1445.72 587.193,1445.72 602.269,1445.72 617.345,1445.72 632.421,1445.72 647.498,1445.72 662.574,1445.72 \n",
" 677.65,1445.72 692.726,1445.72 707.802,1441.83 722.878,1438.02 737.954,1419.33 753.03,1372.98 768.106,1293.95 783.182,1237.94 798.259,1215.26 813.335,1214.12 \n",
" 828.411,1207.25 843.487,1210.31 858.563,1229.18 873.639,1252.43 888.715,1252.89 903.791,1267.91 918.867,1283.04 933.944,1284.67 949.02,1287.72 964.096,1351.09 \n",
" 979.172,1349.62 994.248,1376.91 1009.32,1387.82 1024.4,1397.25 1039.48,1409.29 1054.55,1422.88 1069.63,1417.18 1084.7,1412.88 1099.78,1406.8 1114.86,1404.84 \n",
" 1129.93,1400.46 1145.01,1379.02 1160.09,1366.83 1175.16,1409.44 1190.24,1398.54 1205.31,1406.31 1220.39,1402.69 1235.47,1405.41 1250.54,1395.37 1265.62,1388.95 \n",
" 1280.69,1397.44 1295.77,1388.99 1310.85,1373.14 1325.92,1387.82 1341,1376.19 1356.07,1368.64 1371.15,1373.81 1386.23,1386.12 1401.3,1350.72 1416.38,1357.55 \n",
" 1431.46,1346.83 1446.53,1361.21 1461.61,1363.78 1476.68,1352.23 1491.76,1321.8 1506.84,1307.01 1521.91,1310.44 1536.99,1311.5 1552.06,1317.05 1567.14,1319.92 \n",
" 1582.22,1324.3 1597.29,1328.22 1612.37,1335.92 1627.44,1342.71 1642.52,1348.72 1657.6,1349.21 1672.67,1356.91 1687.75,1354.91 1702.82,1357.66 1717.9,1366.12 \n",
" 1732.98,1375.32 1748.05,1374.87 1763.13,1374.57 1778.21,1388.16 1793.28,1387.1 1808.36,1400.8 1823.43,1406.27 1838.51,1399.86 1853.59,1416.09 1868.66,1419.94 \n",
" 1883.74,1425.15 1898.81,1419.03 1913.89,1417.56 1928.97,1399.97 1944.04,1418.58 1959.12,1424.58 1974.19,1426.66 1989.27,1437.83 2004.35,1441.75 2019.42,1444.05 \n",
" 2034.5,1443.72 2049.58,1445.19 2064.65,1445.72 2079.73,1445.72 2094.8,1445.72 2109.88,1445.72 2124.96,1445.72 2140.03,1445.72 2155.11,1445.72 2170.18,1445.72 \n",
" 2185.26,1445.72 2200.34,1445.72 2215.41,1445.72 2230.49,1445.72 2245.56,1445.72 2260.64,1445.72 2275.72,1445.72 2290.79,1445.72 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"\n",
"M1962.72 977.484 L2280.76 977.484 L2280.76 130.764 L1962.72 130.764 Z\n",
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 1962.72,977.484 2280.76,977.484 2280.76,130.764 1962.72,130.764 1962.72,977.484 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip8900)\" style=\"stroke:#009af9; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 1986.72,191.244 2130.72,191.244 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2168.57 210.931 Q2166.76 215.561 2165.05 216.973 Q2163.33 218.385 2160.46 218.385 L2157.06 218.385 L2157.06 214.82 L2159.56 214.82 Q2161.32 214.82 2162.29 213.987 Q2163.27 213.154 2164.45 210.052 L2165.21 208.107 L2154.72 182.598 L2159.24 182.598 L2167.34 202.876 L2175.44 182.598 L2179.96 182.598 L2168.57 210.931 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2185.83 204.589 L2193.47 204.589 L2193.47 178.223 L2185.16 179.89 L2185.16 175.631 L2193.43 173.964 L2198.1 173.964 L2198.1 204.589 L2205.74 204.589 L2205.74 208.524 L2185.83 208.524 L2185.83 204.589 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip8900)\" style=\"stroke:#e26f46; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 1986.72,251.724 2130.72,251.724 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2168.57 271.411 Q2166.76 276.041 2165.05 277.453 Q2163.33 278.865 2160.46 278.865 L2157.06 278.865 L2157.06 275.3 L2159.56 275.3 Q2161.32 275.3 2162.29 274.467 Q2163.27 273.634 2164.45 270.532 L2165.21 268.587 L2154.72 243.078 L2159.24 243.078 L2167.34 263.356 L2175.44 243.078 L2179.96 243.078 L2168.57 271.411 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2189.05 265.069 L2205.37 265.069 L2205.37 269.004 L2183.43 269.004 L2183.43 265.069 Q2186.09 262.314 2190.67 257.685 Q2195.28 253.032 2196.46 251.689 Q2198.71 249.166 2199.58 247.43 Q2200.49 245.671 2200.49 243.981 Q2200.49 241.226 2198.54 239.49 Q2196.62 237.754 2193.52 237.754 Q2191.32 237.754 2188.87 238.518 Q2186.44 239.282 2183.66 240.833 L2183.66 236.111 Q2186.48 234.976 2188.94 234.398 Q2191.39 233.819 2193.43 233.819 Q2198.8 233.819 2201.99 236.504 Q2205.19 239.189 2205.19 243.68 Q2205.19 245.81 2204.38 247.731 Q2203.59 249.629 2201.48 252.222 Q2200.9 252.893 2197.8 256.111 Q2194.7 259.305 2189.05 265.069 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip8900)\" style=\"stroke:#3da44d; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 1986.72,312.204 2130.72,312.204 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2168.57 331.891 Q2166.76 336.521 2165.05 337.933 Q2163.33 339.345 2160.46 339.345 L2157.06 339.345 L2157.06 335.78 L2159.56 335.78 Q2161.32 335.78 2162.29 334.947 Q2163.27 334.114 2164.45 331.012 L2165.21 329.067 L2154.72 303.558 L2159.24 303.558 L2167.34 323.836 L2175.44 303.558 L2179.96 303.558 L2168.57 331.891 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2199.19 310.85 Q2202.55 311.568 2204.42 313.836 Q2206.32 316.105 2206.32 319.438 Q2206.32 324.554 2202.8 327.354 Q2199.28 330.155 2192.8 330.155 Q2190.63 330.155 2188.31 329.716 Q2186.02 329.299 2183.57 328.442 L2183.57 323.929 Q2185.51 325.063 2187.83 325.642 Q2190.14 326.22 2192.66 326.22 Q2197.06 326.22 2199.35 324.484 Q2201.67 322.748 2201.67 319.438 Q2201.67 316.382 2199.52 314.669 Q2197.39 312.933 2193.57 312.933 L2189.54 312.933 L2189.54 309.091 L2193.75 309.091 Q2197.2 309.091 2199.03 307.725 Q2200.86 306.336 2200.86 303.743 Q2200.86 301.081 2198.96 299.669 Q2197.08 298.234 2193.57 298.234 Q2191.65 298.234 2189.45 298.651 Q2187.25 299.068 2184.61 299.947 L2184.61 295.781 Q2187.27 295.04 2189.58 294.669 Q2191.92 294.299 2193.98 294.299 Q2199.31 294.299 2202.41 296.73 Q2205.51 299.137 2205.51 303.257 Q2205.51 306.128 2203.87 308.118 Q2202.22 310.086 2199.19 310.85 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip8900)\" style=\"stroke:#c271d2; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 1986.72,372.684 2130.72,372.684 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2168.57 392.371 Q2166.76 397.001 2165.05 398.413 Q2163.33 399.825 2160.46 399.825 L2157.06 399.825 L2157.06 396.26 L2159.56 396.26 Q2161.32 396.26 2162.29 395.427 Q2163.27 394.594 2164.45 391.492 L2165.21 389.547 L2154.72 364.038 L2159.24 364.038 L2167.34 384.316 L2175.44 364.038 L2179.96 364.038 L2168.57 392.371 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2197.87 359.478 L2186.07 377.927 L2197.87 377.927 L2197.87 359.478 M2196.64 355.404 L2202.52 355.404 L2202.52 377.927 L2207.46 377.927 L2207.46 381.816 L2202.52 381.816 L2202.52 389.964 L2197.87 389.964 L2197.87 381.816 L2182.27 381.816 L2182.27 377.302 L2196.64 355.404 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip8900)\" style=\"stroke:#ac8d18; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 1986.72,433.164 2130.72,433.164 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2168.57 452.851 Q2166.76 457.481 2165.05 458.893 Q2163.33 460.305 2160.46 460.305 L2157.06 460.305 L2157.06 456.74 L2159.56 456.74 Q2161.32 456.74 2162.29 455.907 Q2163.27 455.074 2164.45 451.972 L2165.21 450.027 L2154.72 424.518 L2159.24 424.518 L2167.34 444.796 L2175.44 424.518 L2179.96 424.518 L2168.57 452.851 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2185.07 415.884 L2203.43 415.884 L2203.43 419.819 L2189.35 419.819 L2189.35 428.291 Q2190.37 427.944 2191.39 427.782 Q2192.41 427.597 2193.43 427.597 Q2199.21 427.597 2202.59 430.768 Q2205.97 433.94 2205.97 439.356 Q2205.97 444.935 2202.5 448.037 Q2199.03 451.115 2192.71 451.115 Q2190.53 451.115 2188.27 450.745 Q2186.02 450.375 2183.61 449.634 L2183.61 444.935 Q2185.7 446.069 2187.92 446.625 Q2190.14 447.18 2192.62 447.18 Q2196.62 447.18 2198.96 445.074 Q2201.3 442.967 2201.3 439.356 Q2201.3 435.745 2198.96 433.639 Q2196.62 431.532 2192.62 431.532 Q2190.74 431.532 2188.87 431.949 Q2187.02 432.365 2185.07 433.245 L2185.07 415.884 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip8900)\" style=\"stroke:#00a9ad; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 1986.72,493.644 2130.72,493.644 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2168.57 513.331 Q2166.76 517.961 2165.05 519.373 Q2163.33 520.785 2160.46 520.785 L2157.06 520.785 L2157.06 517.22 L2159.56 517.22 Q2161.32 517.22 2162.29 516.387 Q2163.27 515.554 2164.45 512.452 L2165.21 510.507 L2154.72 484.998 L2159.24 484.998 L2167.34 505.276 L2175.44 484.998 L2179.96 484.998 L2168.57 513.331 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2195.6 491.781 Q2192.46 491.781 2190.6 493.933 Q2188.77 496.086 2188.77 499.836 Q2188.77 503.563 2190.6 505.739 Q2192.46 507.892 2195.6 507.892 Q2198.75 507.892 2200.58 505.739 Q2202.43 503.563 2202.43 499.836 Q2202.43 496.086 2200.58 493.933 Q2198.75 491.781 2195.6 491.781 M2204.89 477.128 L2204.89 481.387 Q2203.13 480.554 2201.32 480.114 Q2199.54 479.674 2197.78 479.674 Q2193.15 479.674 2190.7 482.799 Q2188.27 485.924 2187.92 492.244 Q2189.28 490.23 2191.34 489.165 Q2193.4 488.077 2195.88 488.077 Q2201.09 488.077 2204.1 491.248 Q2207.13 494.396 2207.13 499.836 Q2207.13 505.16 2203.98 508.378 Q2200.83 511.595 2195.6 511.595 Q2189.61 511.595 2186.44 507.012 Q2183.27 502.406 2183.27 493.679 Q2183.27 485.484 2187.15 480.623 Q2191.04 475.739 2197.59 475.739 Q2199.35 475.739 2201.14 476.086 Q2202.94 476.434 2204.89 477.128 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip8900)\" style=\"stroke:#ed5d92; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 1986.72,554.124 2130.72,554.124 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2168.57 573.811 Q2166.76 578.441 2165.05 579.853 Q2163.33 581.265 2160.46 581.265 L2157.06 581.265 L2157.06 577.7 L2159.56 577.7 Q2161.32 577.7 2162.29 576.867 Q2163.27 576.034 2164.45 572.932 L2165.21 570.987 L2154.72 545.478 L2159.24 545.478 L2167.34 565.756 L2175.44 545.478 L2179.96 545.478 L2168.57 573.811 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2183.84 536.844 L2206.07 536.844 L2206.07 538.835 L2193.52 571.404 L2188.64 571.404 L2200.44 540.779 L2183.84 540.779 L2183.84 536.844 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip8900)\" style=\"stroke:#c68125; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 1986.72,614.604 2130.72,614.604 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2168.57 634.291 Q2166.76 638.921 2165.05 640.333 Q2163.33 641.745 2160.46 641.745 L2157.06 641.745 L2157.06 638.18 L2159.56 638.18 Q2161.32 638.18 2162.29 637.347 Q2163.27 636.514 2164.45 633.412 L2165.21 631.467 L2154.72 605.958 L2159.24 605.958 L2167.34 626.236 L2175.44 605.958 L2179.96 605.958 L2168.57 634.291 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2195.02 615.472 Q2191.69 615.472 2189.77 617.255 Q2187.87 619.037 2187.87 622.162 Q2187.87 625.287 2189.77 627.069 Q2191.69 628.852 2195.02 628.852 Q2198.36 628.852 2200.28 627.069 Q2202.2 625.264 2202.2 622.162 Q2202.2 619.037 2200.28 617.255 Q2198.38 615.472 2195.02 615.472 M2190.35 613.481 Q2187.34 612.741 2185.65 610.681 Q2183.98 608.62 2183.98 605.657 Q2183.98 601.514 2186.92 599.106 Q2189.89 596.699 2195.02 596.699 Q2200.19 596.699 2203.13 599.106 Q2206.07 601.514 2206.07 605.657 Q2206.07 608.62 2204.38 610.681 Q2202.71 612.741 2199.72 613.481 Q2203.1 614.268 2204.98 616.56 Q2206.88 618.852 2206.88 622.162 Q2206.88 627.185 2203.8 629.87 Q2200.74 632.555 2195.02 632.555 Q2189.31 632.555 2186.23 629.87 Q2183.17 627.185 2183.17 622.162 Q2183.17 618.852 2185.07 616.56 Q2186.97 614.268 2190.35 613.481 M2188.64 606.097 Q2188.64 608.782 2190.3 610.287 Q2191.99 611.792 2195.02 611.792 Q2198.03 611.792 2199.72 610.287 Q2201.44 608.782 2201.44 606.097 Q2201.44 603.412 2199.72 601.907 Q2198.03 600.403 2195.02 600.403 Q2191.99 600.403 2190.3 601.907 Q2188.64 603.412 2188.64 606.097 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip8900)\" style=\"stroke:#00a98d; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 1986.72,675.084 2130.72,675.084 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2168.57 694.771 Q2166.76 699.401 2165.05 700.813 Q2163.33 702.225 2160.46 702.225 L2157.06 702.225 L2157.06 698.66 L2159.56 698.66 Q2161.32 698.66 2162.29 697.827 Q2163.27 696.994 2164.45 693.892 L2165.21 691.947 L2154.72 666.438 L2159.24 666.438 L2167.34 686.716 L2175.44 666.438 L2179.96 666.438 L2168.57 694.771 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2185.16 691.647 L2185.16 687.387 Q2186.92 688.221 2188.73 688.66 Q2190.53 689.1 2192.27 689.1 Q2196.9 689.1 2199.33 685.998 Q2201.78 682.873 2202.13 676.531 Q2200.79 678.522 2198.73 679.586 Q2196.67 680.651 2194.17 680.651 Q2188.98 680.651 2185.95 677.526 Q2182.94 674.378 2182.94 668.938 Q2182.94 663.614 2186.09 660.397 Q2189.24 657.179 2194.47 657.179 Q2200.46 657.179 2203.61 661.786 Q2206.78 666.369 2206.78 675.119 Q2206.78 683.29 2202.89 688.174 Q2199.03 693.035 2192.48 693.035 Q2190.72 693.035 2188.91 692.688 Q2187.11 692.341 2185.16 691.647 M2194.47 676.994 Q2197.62 676.994 2199.45 674.841 Q2201.3 672.688 2201.3 668.938 Q2201.3 665.211 2199.45 663.059 Q2197.62 660.883 2194.47 660.883 Q2191.32 660.883 2189.47 663.059 Q2187.64 665.211 2187.64 668.938 Q2187.64 672.688 2189.47 674.841 Q2191.32 676.994 2194.47 676.994 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip8900)\" style=\"stroke:#8e971d; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 1986.72,735.564 2130.72,735.564 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2168.57 755.251 Q2166.76 759.881 2165.05 761.293 Q2163.33 762.705 2160.46 762.705 L2157.06 762.705 L2157.06 759.14 L2159.56 759.14 Q2161.32 759.14 2162.29 758.307 Q2163.27 757.474 2164.45 754.372 L2165.21 752.427 L2154.72 726.918 L2159.24 726.918 L2167.34 747.196 L2175.44 726.918 L2179.96 726.918 L2168.57 755.251 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2185.83 748.909 L2193.47 748.909 L2193.47 722.543 L2185.16 724.21 L2185.16 719.951 L2193.43 718.284 L2198.1 718.284 L2198.1 748.909 L2205.74 748.909 L2205.74 752.844 L2185.83 752.844 L2185.83 748.909 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2220.81 721.363 Q2217.2 721.363 2215.37 724.928 Q2213.57 728.469 2213.57 735.599 Q2213.57 742.705 2215.37 746.27 Q2217.2 749.812 2220.81 749.812 Q2224.45 749.812 2226.25 746.27 Q2228.08 742.705 2228.08 735.599 Q2228.08 728.469 2226.25 724.928 Q2224.45 721.363 2220.81 721.363 M2220.81 717.659 Q2226.62 717.659 2229.68 722.266 Q2232.76 726.849 2232.76 735.599 Q2232.76 744.326 2229.68 748.932 Q2226.62 753.515 2220.81 753.515 Q2215 753.515 2211.92 748.932 Q2208.87 744.326 2208.87 735.599 Q2208.87 726.849 2211.92 722.266 Q2215 717.659 2220.81 717.659 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip8900)\" style=\"stroke:#00a8cb; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 1986.72,796.044 2130.72,796.044 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2168.57 815.731 Q2166.76 820.361 2165.05 821.773 Q2163.33 823.185 2160.46 823.185 L2157.06 823.185 L2157.06 819.62 L2159.56 819.62 Q2161.32 819.62 2162.29 818.787 Q2163.27 817.954 2164.45 814.852 L2165.21 812.907 L2154.72 787.398 L2159.24 787.398 L2167.34 807.676 L2175.44 787.398 L2179.96 787.398 L2168.57 815.731 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2185.83 809.389 L2193.47 809.389 L2193.47 783.023 L2185.16 784.69 L2185.16 780.431 L2193.43 778.764 L2198.1 778.764 L2198.1 809.389 L2205.74 809.389 L2205.74 813.324 L2185.83 813.324 L2185.83 809.389 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2211.62 809.389 L2219.26 809.389 L2219.26 783.023 L2210.95 784.69 L2210.95 780.431 L2219.21 778.764 L2223.89 778.764 L2223.89 809.389 L2231.53 809.389 L2231.53 813.324 L2211.62 813.324 L2211.62 809.389 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip8900)\" style=\"stroke:#9b7fe8; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 1986.72,856.524 2130.72,856.524 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2168.57 876.211 Q2166.76 880.841 2165.05 882.253 Q2163.33 883.665 2160.46 883.665 L2157.06 883.665 L2157.06 880.1 L2159.56 880.1 Q2161.32 880.1 2162.29 879.267 Q2163.27 878.434 2164.45 875.332 L2165.21 873.387 L2154.72 847.878 L2159.24 847.878 L2167.34 868.156 L2175.44 847.878 L2179.96 847.878 L2168.57 876.211 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2185.83 869.869 L2193.47 869.869 L2193.47 843.503 L2185.16 845.17 L2185.16 840.911 L2193.43 839.244 L2198.1 839.244 L2198.1 869.869 L2205.74 869.869 L2205.74 873.804 L2185.83 873.804 L2185.83 869.869 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2214.84 869.869 L2231.16 869.869 L2231.16 873.804 L2209.21 873.804 L2209.21 869.869 Q2211.88 867.114 2216.46 862.485 Q2221.07 857.832 2222.25 856.489 Q2224.49 853.966 2225.37 852.23 Q2226.27 850.471 2226.27 848.781 Q2226.27 846.026 2224.33 844.29 Q2222.41 842.554 2219.31 842.554 Q2217.11 842.554 2214.65 843.318 Q2212.22 844.082 2209.45 845.633 L2209.45 840.911 Q2212.27 839.776 2214.72 839.198 Q2217.18 838.619 2219.21 838.619 Q2224.58 838.619 2227.78 841.304 Q2230.97 843.989 2230.97 848.48 Q2230.97 850.61 2230.16 852.531 Q2229.38 854.429 2227.27 857.022 Q2226.69 857.693 2223.59 860.911 Q2220.49 864.105 2214.84 869.869 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip8900)\" style=\"stroke:#608cf6; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
" 1986.72,917.004 2130.72,917.004 \n",
" \"/>\n",
"<path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2168.57 936.691 Q2166.76 941.321 2165.05 942.733 Q2163.33 944.145 2160.46 944.145 L2157.06 944.145 L2157.06 940.58 L2159.56 940.58 Q2161.32 940.58 2162.29 939.747 Q2163.27 938.914 2164.45 935.812 L2165.21 933.867 L2154.72 908.358 L2159.24 908.358 L2167.34 928.636 L2175.44 908.358 L2179.96 908.358 L2168.57 936.691 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2185.83 930.349 L2193.47 930.349 L2193.47 903.983 L2185.16 905.65 L2185.16 901.391 L2193.43 899.724 L2198.1 899.724 L2198.1 930.349 L2205.74 930.349 L2205.74 934.284 L2185.83 934.284 L2185.83 930.349 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip8900)\" d=\"M 0 0 M2224.98 915.65 Q2228.33 916.368 2230.21 918.636 Q2232.11 920.905 2232.11 924.238 Q2232.11 929.354 2228.59 932.154 Q2225.07 934.955 2218.59 934.955 Q2216.41 934.955 2214.1 934.516 Q2211.81 934.099 2209.35 933.242 L2209.35 928.729 Q2211.3 929.863 2213.61 930.442 Q2215.93 931.02 2218.45 931.02 Q2222.85 931.02 2225.14 929.284 Q2227.46 927.548 2227.46 924.238 Q2227.46 921.182 2225.3 919.469 Q2223.17 917.733 2219.35 917.733 L2215.33 917.733 L2215.33 913.891 L2219.54 913.891 Q2222.99 913.891 2224.82 912.525 Q2226.64 911.136 2226.64 908.543 Q2226.64 905.881 2224.75 904.469 Q2222.87 903.034 2219.35 903.034 Q2217.43 903.034 2215.23 903.451 Q2213.03 903.868 2210.39 904.747 L2210.39 900.581 Q2213.06 899.84 2215.37 899.469 Q2217.71 899.099 2219.77 899.099 Q2225.09 899.099 2228.2 901.53 Q2231.3 903.937 2231.3 908.057 Q2231.3 910.928 2229.65 912.918 Q2228.01 914.886 2224.98 915.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /></svg>\n"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n",
"GKS: character ignored due to unicode error\n"
]
}
],
"source": [
"plot(area_longlived, lw=2)"
]
},
{
"cell_type": "code",
"execution_count": 175,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"11-element Array{Array{Bool,1},1}:\n",
" [1, 1, 1, 1, 1, 1, 1, 1, 1, 1 … 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]\n",
" [1, 1, 1, 1, 1, 1, 1, 1, 1, 1 … 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n",
" [1, 1, 1, 1, 1, 1, 1, 1, 1, 1 … 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]\n",
" [1, 1, 1, 1, 1, 1, 1, 1, 1, 1 … 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]\n",
" [1, 1, 1, 1, 1, 1, 1, 1, 1, 1 … 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n",
" [1, 1, 1, 1, 1, 1, 1, 1, 1, 1 … 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]\n",
" [1, 1, 1, 1, 1, 1, 1, 1, 1, 1 … 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]\n",
" [1, 1, 1, 1, 1, 1, 1, 1, 1, 1 … 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]\n",
" [0, 0, 0, 0, 0, 0, 1, 1, 1, 1 … 1, 1, 1, 1, 1, 1, 1, 1, 0, 0]\n",
" [0, 0, 0, 0, 0, 0, 0, 0, 0, 1 … 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]\n",
" [0, 0, 0, 0, 0, 0, 0, 0, 0, 0 … 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]"
]
},
"execution_count": 175,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"time_line_2_old = copy(time_line_2)\n",
"longlived_label_2_old = copy(longlived_label_2 )\n",
"livingtime_2_old = copy(livingtime_2);"
]
},
{
"cell_type": "code",
"execution_count": 236,
"metadata": {},
"outputs": [],
"source": [
"time_line_2 = copy(time_line_2_old)\n",
"longlived_label_2 = copy(longlived_label_2_old )\n",
"livingtime_2 = copy(livingtime_2_old);"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"get_unique_label (generic function with 1 method)"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"function get_unique_label(_old_labels)\n",
" i = 100 # start from 100 to distiguish with oldest labels\n",
" while(true)\n",
" if i in _old_labels\n",
" i+=1\n",
" else\n",
" break\n",
" end\n",
" end\n",
" i\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"split_contacted_cell! (generic function with 1 method)"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#for old_label in old_labels\n",
"function split_contacted_cell!(old_time_line::Array{Int64,3}, \n",
" old_longlived_labels::Array{Int64,1}, old_living_time::Array{Array{Bool,1},1})\n",
" t_len = size(old_time_line)[3]\n",
" println(\"Detecting contacted branch\")\n",
" conn_z_number = []; # mark connected components more than 1\n",
" for label in old_longlived_labels\n",
" branches = time_line_2 .== label\n",
" push!(conn_z_number, [maximum(label_components(branches[:,:, i])) .> 1 for i in 1:t_len])\n",
" end\n",
" contacted_labels = old_longlived_labels[sum.(conn_z_number) .> 10]\n",
" print(\"Found contacted branch: \")\n",
" println(contacted_labels)\n",
" # if two more connected component touch to at same z slice more than 10 times\n",
" # select area longer than 5e4\n",
" #old_label = longlived_label_2[mean.(area_longlived) .> 5e4 ]\n",
" \n",
" # split 3d branch by split 2d cell slice by slice\n",
" for contacted_label in contacted_labels\n",
" dist_const = 30 # distance constant \n",
" contacted_branch = old_time_line .== contacted_label\n",
" dist = zeros(size( contacted_branch ))\n",
" local_markers = zeros(Bool, size( contacted_branch ))\n",
" println(\"Splitting branch $contacted_label now\")\n",
" for t in 1:t_len\n",
" dist[:,:, t] = distance_transform(feature_transform(.~contacted_branch[:,:,t]))\n",
" local_markers[:,:,t] = dist[:,:,t] .> dist_const\n",
" #split_water = watershed( .- dist[:,:,t], label_components(markers[:,:,t]))\n",
" # 直接用 dist 可能会错误打断完整轨迹，需额外膨胀\n",
" # 用分水岭 可能会误连，需额外腐蚀\n",
" end\n",
" local_time_line, local_longlived_labels, local_living_time = find_time_line( local_markers );\n",
" println(\"Reassigning contacted branch $contacted_label \")\n",
" # Assign new label to labels set and update mask\n",
" \n",
" if length(local_longlived_labels) > 0\n",
" #TODO: what if all lines are shorter than 90 after breaking\n",
" # remove old branch, old label, old living time.\n",
" old_time_line .-= (( old_time_line .== contacted_label ).*contacted_label)\n",
" index2remove = old_longlived_labels .== contacted_label\n",
" deleteat!( old_longlived_labels, index2remove )\n",
" deleteat!( old_living_time, index2remove)\n",
" for i in 1:length(local_longlived_labels)\n",
" global_label = get_unique_label(old_longlived_labels)\n",
" old_time_line .+= ((local_time_line .== local_longlived_labels[i]) .* global_label)\n",
" push!( old_longlived_labels, global_label )\n",
" push!( old_living_time, local_living_time[i] )\n",
" println(\"Branch $contacted_label -> $global_label\")\n",
" end\n",
" end\n",
" end\n",
" # Should we return area_t rather than area_t.>0\n",
" old_time_line, old_longlived_labels, old_time_line\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Detecting contacted branch\n",
"Found contacted branch: [8, 13]\n",
"Splitting branch 8 now\n",
"Finding connected component 2.614129 seconds (72 allocations: 2.897 GiB, 1.00% gc time)\n",
"Reassigning contacted branch 8 \n",
"Branch 8 -> 100\n",
"Branch 8 -> 101\n",
"Branch 8 -> 102\n",
"Splitting branch 13 now\n",
"Finding connected component 2.480429 seconds (70 allocations: 2.897 GiB, 0.40% gc time)\n",
"Reassigning contacted branch 13 \n",
"Branch 13 -> 103\n",
"140.381769 seconds (6.56 M allocations: 70.160 GiB, 3.90% gc time)\n"
]
}
],
"source": [
"@time split_contacted_cell!(time_line_2, longlived_label_2, livingtime_2);"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"┌ Info: Precompiling JLD [4138dd39-2aa7-5051-a626-17a0bb65d9c8]\n",
"└ @ Base loading.jl:1260\n"
]
}
],
"source": [
"save(\"splitcell_test.jld\", \"time_line\", time_line_2, \"longlived_labels\",\n",
" longlived_label_2,\"livingtime\", livingtime_2);"
]
},
{
"cell_type": "code",
"execution_count": 224,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"saving 100\n",
"saving 101\n",
"saving 102\n",
"saving 103\n"
]
}
],
"source": [
"for i in 100:103\n",
" save(\"d16s1_$i.tiff\", d16s1[:, :, 14:20:end] .*(time_line_2 .== i))\n",
" println(\"saving $i\")\n",
"end "
]
},
{
"cell_type": "code",
"execution_count": 187,
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
"<defs>\n",
" <clipPath id=\"clip0200\">\n",
" <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
" </clipPath>\n",
"</defs>\n",
"<path clip-path=\"url(#clip0200)\" d=\"\n",
"M0 1600 L2400 1600 L2400 0 L0 0 Z\n",
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
"<defs>\n",
" <clipPath id=\"clip0201\">\n",
" <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
" </clipPath>\n",
"</defs>\n",
"<path clip-path=\"url(#clip0200)\" d=\"\n",
"M153.983 1486.45 L2352.76 1486.45 L2352.76 47.2441 L153.983 47.2441 Z\n",
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
"<defs>\n",
" <clipPath id=\"clip0202\">\n",
" <rect x=\"153\" y=\"47\" width=\"2200\" height=\"1440\"/>\n",
" </clipPath>\n",
"</defs>\n",
"<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 200.96,1486.45 200.96,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 582.267,1486.45 582.267,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 963.575,1486.45 963.575,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 1344.88,1486.45 1344.88,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 1726.19,1486.45 1726.19,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 2107.5,1486.45 2107.5,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 153.983,1357.96 2352.76,1357.96 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 153.983,1008.75 2352.76,1008.75 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 153.983,659.541 2352.76,659.541 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
" 153.983,310.333 2352.76,310.333 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 153.983,1486.45 2352.76,1486.45 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 153.983,1486.45 153.983,47.2441 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 200.96,1486.45 200.96,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 582.267,1486.45 582.267,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 963.575,1486.45 963.575,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 1344.88,1486.45 1344.88,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 1726.19,1486.45 1726.19,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 2107.5,1486.45 2107.5,1469.18 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 153.983,1357.96 180.368,1357.96 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 153.983,1008.75 180.368,1008.75 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 153.983,659.541 180.368,659.541 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 153.983,310.333 180.368,310.333 \n",
" \"/>\n",
"<path clip-path=\"url(#clip0200)\" d=\"M 0 0 M200.96 1508.44 Q197.349 1508.44 195.52 1512 Q193.714 1515.55 193.714 1522.67 Q193.714 1529.78 195.52 1533.35 Q197.349 1536.89 200.96 1536.89 Q204.594 1536.89 206.399 1533.35 Q208.228 1529.78 208.228 1522.67 Q208.228 1515.55 206.399 1512 Q204.594 1508.44 200.96 1508.44 M200.96 1504.73 Q206.77 1504.73 209.825 1509.34 Q212.904 1513.92 212.904 1522.67 Q212.904 1531.4 209.825 1536.01 Q206.77 1540.59 200.96 1540.59 Q195.149 1540.59 192.071 1536.01 Q189.015 1531.4 189.015 1522.67 Q189.015 1513.92 192.071 1509.34 Q195.149 1504.73 200.96 1504.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M563.911 1535.98 L580.23 1535.98 L580.23 1539.92 L558.286 1539.92 L558.286 1535.98 Q560.948 1533.23 565.531 1528.6 Q570.138 1523.95 571.318 1522.61 Q573.564 1520.08 574.443 1518.35 Q575.346 1516.59 575.346 1514.9 Q575.346 1512.14 573.402 1510.41 Q571.48 1508.67 568.379 1508.67 Q566.18 1508.67 563.726 1509.43 Q561.295 1510.2 558.518 1511.75 L558.518 1507.03 Q561.342 1505.89 563.795 1505.31 Q566.249 1504.73 568.286 1504.73 Q573.656 1504.73 576.851 1507.42 Q580.045 1510.11 580.045 1514.6 Q580.045 1516.73 579.235 1518.65 Q578.448 1520.54 576.342 1523.14 Q575.763 1523.81 572.661 1527.03 Q569.559 1530.22 563.911 1535.98 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M585.346 1505.36 L603.703 1505.36 L603.703 1509.3 L589.629 1509.3 L589.629 1517.77 Q590.647 1517.42 591.666 1517.26 Q592.684 1517.07 593.703 1517.07 Q599.49 1517.07 602.869 1520.24 Q606.249 1523.42 606.249 1528.83 Q606.249 1534.41 602.777 1537.51 Q599.304 1540.59 592.985 1540.59 Q590.809 1540.59 588.541 1540.22 Q586.295 1539.85 583.888 1539.11 L583.888 1534.41 Q585.971 1535.54 588.193 1536.1 Q590.416 1536.66 592.892 1536.66 Q596.897 1536.66 599.235 1534.55 Q601.573 1532.44 601.573 1528.83 Q601.573 1525.22 599.235 1523.11 Q596.897 1521.01 592.892 1521.01 Q591.017 1521.01 589.142 1521.42 Q587.291 1521.84 585.346 1522.72 L585.346 1505.36 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M940.346 1505.36 L958.703 1505.36 L958.703 1509.3 L944.629 1509.3 L944.629 1517.77 Q945.647 1517.42 946.666 1517.26 Q947.684 1517.07 948.703 1517.07 Q954.49 1517.07 957.869 1520.24 Q961.249 1523.42 961.249 1528.83 Q961.249 1534.41 957.777 1537.51 Q954.304 1540.59 947.985 1540.59 Q945.809 1540.59 943.541 1540.22 Q941.295 1539.85 938.888 1539.11 L938.888 1534.41 Q940.971 1535.54 943.193 1536.1 Q945.416 1536.66 947.892 1536.66 Q951.897 1536.66 954.235 1534.55 Q956.573 1532.44 956.573 1528.83 Q956.573 1525.22 954.235 1523.11 Q951.897 1521.01 947.892 1521.01 Q946.017 1521.01 944.142 1521.42 Q942.291 1521.84 940.346 1522.72 L940.346 1505.36 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M976.318 1508.44 Q972.707 1508.44 970.878 1512 Q969.073 1515.55 969.073 1522.67 Q969.073 1529.78 970.878 1533.35 Q972.707 1536.89 976.318 1536.89 Q979.952 1536.89 981.758 1533.35 Q983.587 1529.78 983.587 1522.67 Q983.587 1515.55 981.758 1512 Q979.952 1508.44 976.318 1508.44 M976.318 1504.73 Q982.128 1504.73 985.184 1509.34 Q988.263 1513.92 988.263 1522.67 Q988.263 1531.4 985.184 1536.01 Q982.128 1540.59 976.318 1540.59 Q970.508 1540.59 967.429 1536.01 Q964.374 1531.4 964.374 1522.67 Q964.374 1513.92 967.429 1509.34 Q970.508 1504.73 976.318 1504.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M1320.76 1505.36 L1342.98 1505.36 L1342.98 1507.35 L1330.44 1539.92 L1325.55 1539.92 L1337.36 1509.3 L1320.76 1509.3 L1320.76 1505.36 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M1348.1 1505.36 L1366.46 1505.36 L1366.46 1509.3 L1352.38 1509.3 L1352.38 1517.77 Q1353.4 1517.42 1354.42 1517.26 Q1355.44 1517.07 1356.46 1517.07 Q1362.24 1517.07 1365.62 1520.24 Q1369 1523.42 1369 1528.83 Q1369 1534.41 1365.53 1537.51 Q1362.06 1540.59 1355.74 1540.59 Q1353.56 1540.59 1351.3 1540.22 Q1349.05 1539.85 1346.64 1539.11 L1346.64 1534.41 Q1348.73 1535.54 1350.95 1536.1 Q1353.17 1536.66 1355.65 1536.66 Q1359.65 1536.66 1361.99 1534.55 Q1364.33 1532.44 1364.33 1528.83 Q1364.33 1525.22 1361.99 1523.11 Q1359.65 1521.01 1355.65 1521.01 Q1353.77 1521.01 1351.9 1521.42 Q1350.05 1521.84 1348.1 1522.72 L1348.1 1505.36 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M1689.56 1535.98 L1697.2 1535.98 L1697.2 1509.62 L1688.89 1511.29 L1688.89 1507.03 L1697.15 1505.36 L1701.83 1505.36 L1701.83 1535.98 L1709.47 1535.98 L1709.47 1539.92 L1689.56 1539.92 L1689.56 1535.98 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M1724.54 1508.44 Q1720.92 1508.44 1719.1 1512 Q1717.29 1515.55 1717.29 1522.67 Q1717.29 1529.78 1719.1 1533.35 Q1720.92 1536.89 1724.54 1536.89 Q1728.17 1536.89 1729.98 1533.35 Q1731.8 1529.78 1731.8 1522.67 Q1731.8 1515.55 1729.98 1512 Q1728.17 1508.44 1724.54 1508.44 M1724.54 1504.73 Q1730.35 1504.73 1733.4 1509.34 Q1736.48 1513.92 1736.48 1522.67 Q1736.48 1531.4 1733.4 1536.01 Q1730.35 1540.59 1724.54 1540.59 Q1718.73 1540.59 1715.65 1536.01 Q1712.59 1531.4 1712.59 1522.67 Q1712.59 1513.92 1715.65 1509.34 Q1718.73 1504.73 1724.54 1504.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M1751.55 1508.44 Q1747.94 1508.44 1746.11 1512 Q1744.3 1515.55 1744.3 1522.67 Q1744.3 1529.78 1746.11 1533.35 Q1747.94 1536.89 1751.55 1536.89 Q1755.18 1536.89 1756.99 1533.35 Q1758.82 1529.78 1758.82 1522.67 Q1758.82 1515.55 1756.99 1512 Q1755.18 1508.44 1751.55 1508.44 M1751.55 1504.73 Q1757.36 1504.73 1760.42 1509.34 Q1763.49 1513.92 1763.49 1522.67 Q1763.49 1531.4 1760.42 1536.01 Q1757.36 1540.59 1751.55 1540.59 Q1745.74 1540.59 1742.66 1536.01 Q1739.61 1531.4 1739.61 1522.67 Q1739.61 1513.92 1742.66 1509.34 Q1745.74 1504.73 1751.55 1504.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M2072.16 1535.98 L2079.8 1535.98 L2079.8 1509.62 L2071.49 1511.29 L2071.49 1507.03 L2079.76 1505.36 L2084.43 1505.36 L2084.43 1535.98 L2092.07 1535.98 L2092.07 1539.92 L2072.16 1539.92 L2072.16 1535.98 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M2101.17 1535.98 L2117.49 1535.98 L2117.49 1539.92 L2095.54 1539.92 L2095.54 1535.98 Q2098.2 1533.23 2102.79 1528.6 Q2107.39 1523.95 2108.58 1522.61 Q2110.82 1520.08 2111.7 1518.35 Q2112.6 1516.59 2112.6 1514.9 Q2112.6 1512.14 2110.66 1510.41 Q2108.74 1508.67 2105.64 1508.67 Q2103.44 1508.67 2100.98 1509.43 Q2098.55 1510.2 2095.77 1511.75 L2095.77 1507.03 Q2098.6 1505.89 2101.05 1505.31 Q2103.51 1504.73 2105.54 1504.73 Q2110.91 1504.73 2114.11 1507.42 Q2117.3 1510.11 2117.3 1514.6 Q2117.3 1516.73 2116.49 1518.65 Q2115.7 1520.54 2113.6 1523.14 Q2113.02 1523.81 2109.92 1527.03 Q2106.82 1530.22 2101.17 1535.98 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M2122.6 1505.36 L2140.96 1505.36 L2140.96 1509.3 L2126.89 1509.3 L2126.89 1517.77 Q2127.9 1517.42 2128.92 1517.26 Q2129.94 1517.07 2130.96 1517.07 Q2136.75 1517.07 2140.13 1520.24 Q2143.51 1523.42 2143.51 1528.83 Q2143.51 1534.41 2140.03 1537.51 Q2136.56 1540.59 2130.24 1540.59 Q2128.07 1540.59 2125.8 1540.22 Q2123.55 1539.85 2121.14 1539.11 L2121.14 1534.41 Q2123.23 1535.54 2125.45 1536.1 Q2127.67 1536.66 2130.15 1536.66 Q2134.15 1536.66 2136.49 1534.55 Q2138.83 1532.44 2138.83 1528.83 Q2138.83 1525.22 2136.49 1523.11 Q2134.15 1521.01 2130.15 1521.01 Q2128.27 1521.01 2126.4 1521.42 Q2124.55 1521.84 2122.6 1522.72 L2122.6 1505.36 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M62.9921 1360.35 L75.4689 1360.35 L75.4689 1364.15 L62.9921 1364.15 L62.9921 1360.35 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M93.3855 1344.75 L81.58 1363.2 L93.3855 1363.2 L93.3855 1344.75 M92.1586 1340.68 L98.0382 1340.68 L98.0382 1363.2 L102.969 1363.2 L102.969 1367.09 L98.0382 1367.09 L98.0382 1375.24 L93.3855 1375.24 L93.3855 1367.09 L77.7837 1367.09 L77.7837 1362.58 L92.1586 1340.68 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M118.038 1343.76 Q114.427 1343.76 112.598 1347.32 Q110.793 1350.86 110.793 1357.99 Q110.793 1365.1 112.598 1368.66 Q114.427 1372.21 118.038 1372.21 Q121.672 1372.21 123.478 1368.66 Q125.307 1365.1 125.307 1357.99 Q125.307 1350.86 123.478 1347.32 Q121.672 1343.76 118.038 1343.76 M118.038 1340.05 Q123.848 1340.05 126.904 1344.66 Q129.983 1349.24 129.983 1357.99 Q129.983 1366.72 126.904 1371.33 Q123.848 1375.91 118.038 1375.91 Q112.228 1375.91 109.149 1371.33 Q106.094 1366.72 106.094 1357.99 Q106.094 1349.24 109.149 1344.66 Q112.228 1340.05 118.038 1340.05 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M65.0754 1011.15 L77.5522 1011.15 L77.5522 1014.94 L65.0754 1014.94 L65.0754 1011.15 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M86.6494 1022.09 L102.969 1022.09 L102.969 1026.03 L81.0244 1026.03 L81.0244 1022.09 Q83.6865 1019.34 88.2698 1014.71 Q92.8762 1010.06 94.0568 1008.71 Q96.3021 1006.19 97.1818 1004.46 Q98.0845 1002.7 98.0845 1001.01 Q98.0845 998.252 96.1401 996.516 Q94.2188 994.78 91.117 994.78 Q88.9179 994.78 86.4642 995.544 Q84.0337 996.307 81.2559 997.858 L81.2559 993.136 Q84.08 992.002 86.5337 991.423 Q88.9874 990.845 91.0244 990.845 Q96.3947 990.845 99.5892 993.53 Q102.784 996.215 102.784 1000.71 Q102.784 1002.84 101.973 1004.76 Q101.186 1006.65 99.0799 1009.25 Q98.5012 1009.92 95.3994 1013.14 Q92.2975 1016.33 86.6494 1022.09 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M118.038 994.548 Q114.427 994.548 112.598 998.113 Q110.793 1001.65 110.793 1008.78 Q110.793 1015.89 112.598 1019.46 Q114.427 1023 118.038 1023 Q121.672 1023 123.478 1019.46 Q125.307 1015.89 125.307 1008.78 Q125.307 1001.65 123.478 998.113 Q121.672 994.548 118.038 994.548 M118.038 990.845 Q123.848 990.845 126.904 995.451 Q129.983 1000.03 129.983 1008.78 Q129.983 1017.51 126.904 1022.12 Q123.848 1026.7 118.038 1026.7 Q112.228 1026.7 109.149 1022.12 Q106.094 1017.51 106.094 1008.78 Q106.094 1000.03 109.149 995.451 Q112.228 990.845 118.038 990.845 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M118.038 645.34 Q114.427 645.34 112.598 648.905 Q110.793 652.446 110.793 659.576 Q110.793 666.682 112.598 670.247 Q114.427 673.789 118.038 673.789 Q121.672 673.789 123.478 670.247 Q125.307 666.682 125.307 659.576 Q125.307 652.446 123.478 648.905 Q121.672 645.34 118.038 645.34 M118.038 641.636 Q123.848 641.636 126.904 646.243 Q129.983 650.826 129.983 659.576 Q129.983 668.303 126.904 672.909 Q123.848 677.492 118.038 677.492 Q112.228 677.492 109.149 672.909 Q106.094 668.303 106.094 659.576 Q106.094 650.826 109.149 646.243 Q112.228 641.636 118.038 641.636 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M86.6494 323.678 L102.969 323.678 L102.969 327.613 L81.0244 327.613 L81.0244 323.678 Q83.6865 320.923 88.2698 316.293 Q92.8762 311.641 94.0568 310.298 Q96.3021 307.775 97.1818 306.039 Q98.0845 304.28 98.0845 302.59 Q98.0845 299.835 96.1401 298.099 Q94.2188 296.363 91.117 296.363 Q88.9179 296.363 86.4642 297.127 Q84.0337 297.891 81.2559 299.442 L81.2559 294.719 Q84.08 293.585 86.5337 293.006 Q88.9874 292.428 91.0244 292.428 Q96.3947 292.428 99.5892 295.113 Q102.784 297.798 102.784 302.289 Q102.784 304.418 101.973 306.34 Q101.186 308.238 99.0799 310.83 Q98.5012 311.502 95.3994 314.719 Q92.2975 317.914 86.6494 323.678 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M118.038 296.131 Q114.427 296.131 112.598 299.696 Q110.793 303.238 110.793 310.367 Q110.793 317.474 112.598 321.039 Q114.427 324.58 118.038 324.58 Q121.672 324.58 123.478 321.039 Q125.307 317.474 125.307 310.367 Q125.307 303.238 123.478 299.696 Q121.672 296.131 118.038 296.131 M118.038 292.428 Q123.848 292.428 126.904 297.034 Q129.983 301.618 129.983 310.367 Q129.983 319.094 126.904 323.701 Q123.848 328.284 118.038 328.284 Q112.228 328.284 109.149 323.701 Q106.094 319.094 106.094 310.367 Q106.094 301.618 109.149 297.034 Q112.228 292.428 118.038 292.428 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip0202)\" style=\"stroke:#009af9; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 811.052,534.682 826.304,530.359 841.557,544.016 856.809,639.795 872.061,498.712 887.314,494.824 902.566,334.771 917.818,138.762 933.071,471.953 948.323,489.602 \n",
" 963.575,407.884 978.828,603.727 994.08,625.093 1009.33,682.471 1024.58,728.193 1039.84,536.17 1055.09,693.425 1070.34,595.094 1085.59,473.116 1100.85,418.591 \n",
" 1116.1,539.569 1131.35,556.244 1146.6,628.017 1161.86,544.01 1177.11,652.932 1192.36,685.184 1207.61,709.307 1222.86,916.046 1238.12,1197.37 1253.37,1445.72 \n",
" 1268.62,1074.81 1283.87,639.72 1299.13,899.706 1314.38,984.834 1329.63,1061.6 1344.88,960.844 1360.14,930.299 1375.39,816.737 1390.64,774.575 1405.89,773.433 \n",
" 1421.14,615.984 1436.4,648.63 1451.65,599.678 1466.9,652.216 1482.15,629.911 1497.41,616.988 1512.66,691.919 1527.91,771.089 1543.16,797.79 1558.42,668.463 \n",
" 1573.67,724.623 1588.92,672.236 1604.17,729.623 1619.42,744.743 1634.68,790.909 1649.93,709.654 1665.18,658.711 1680.43,705.859 1695.69,736.341 1710.94,736.459 \n",
" 1726.19,761.094 1741.44,780.897 1756.7,760.206 1771.95,786.104 1787.2,745.139 1802.45,820.13 1817.7,755.234 1832.96,568.596 1848.21,695.092 1863.46,621.576 \n",
" 1878.71,713.712 1893.97,778.741 1909.22,758.578 1924.47,706.401 1939.72,749.063 1954.98,838.22 1970.23,843.718 1985.48,936.21 2000.73,601.829 2015.98,461.322 \n",
" 2031.24,505.213 2046.49,932.321 2061.74,1036.53 2076.99,975.009 2092.25,767.274 2107.5,663.8 2122.75,662.372 2138,672.958 2153.26,896.301 2168.51,742.774 \n",
" 2183.76,642.332 2199.01,588.256 2214.26,611.894 2229.52,332.833 2244.77,244.861 2260.02,87.9763 2275.27,381.205 2290.53,609.287 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 811.052,627.995 826.304,505.754 841.557,542.455 856.809,591.194 872.061,571.065 887.314,648.734 902.566,658.234 917.818,673.678 933.071,541.279 948.323,468.568 \n",
" 963.575,526.907 978.828,497.512 994.08,415.748 1009.33,417.79 1024.58,626.998 1039.84,771.551 1055.09,652.783 1070.34,629.769 1085.59,598.213 1100.85,616.387 \n",
" 1116.1,550.443 1131.35,615.48 1146.6,641.042 1161.86,818.942 1177.11,803.111 1192.36,835.764 1207.61,773.508 1222.86,684.15 1238.12,666.118 1253.37,626.431 \n",
" 1268.62,639.422 1283.87,555.837 1299.13,523.105 1314.38,505.396 1329.63,444.654 1344.88,535 1360.14,517.781 1375.39,461.322 1390.64,483.465 1405.89,384.44 \n",
" 1421.14,446.441 1436.4,524.165 1451.65,516.174 1466.9,533.314 1482.15,607.123 1497.41,599.631 1512.66,617.73 1527.91,550.143 1543.16,571.081 1558.42,480.166 \n",
" 1573.67,480.418 1588.92,465.733 1604.17,586.885 1619.42,532.182 1634.68,593.282 1649.93,589.981 1665.18,572.58 1680.43,645.388 1695.69,692.014 1710.94,700.704 \n",
" 1726.19,668.954 1741.44,600.593 1756.7,675.851 1771.95,614.822 1787.2,584.88 1802.45,665.267 1817.7,668.417 1832.96,617.981 1848.21,659.071 1863.46,664.888 \n",
" 1878.71,683.313 1893.97,626.588 1909.22,663.69 1924.47,666.116 1939.72,576.31 1954.98,641.197 1970.23,746.784 1985.48,724.683 2000.73,735.379 2015.98,540.061 \n",
" 2031.24,562.922 2046.49,621.418 2061.74,587.88 2076.99,645.366 2092.25,661.356 2107.5,581.428 2122.75,455.034 2138,383.52 2153.26,527.419 2168.51,503.47 \n",
" 2183.76,517.48 2199.01,518.825 2214.26,684.063 2229.52,368.373 2244.77,293.498 2260.02,243.098 2275.27,480.257 2290.53,627.007 \n",
" \"/>\n",
"<path clip-path=\"url(#clip0200)\" d=\"\n",
"M1989.74 312.204 L2280.76 312.204 L2280.76 130.764 L1989.74 130.764 Z\n",
" \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 1989.74,312.204 2280.76,312.204 2280.76,130.764 1989.74,130.764 1989.74,312.204 \n",
" \"/>\n",
"<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#009af9; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 2013.74,191.244 2157.74,191.244 \n",
" \"/>\n",
"<path clip-path=\"url(#clip0200)\" d=\"M 0 0 M2195.58 210.931 Q2193.77 215.561 2192.06 216.973 Q2190.35 218.385 2187.48 218.385 L2184.08 218.385 L2184.08 214.82 L2186.58 214.82 Q2188.33 214.82 2189.31 213.987 Q2190.28 213.154 2191.46 210.052 L2192.22 208.107 L2181.74 182.598 L2186.25 182.598 L2194.35 202.876 L2202.46 182.598 L2206.97 182.598 L2195.58 210.931 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M2212.85 204.589 L2220.49 204.589 L2220.49 178.223 L2212.18 179.89 L2212.18 175.631 L2220.44 173.964 L2225.12 173.964 L2225.12 204.589 L2232.76 204.589 L2232.76 208.524 L2212.85 208.524 L2212.85 204.589 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip0200)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 2013.74,251.724 2157.74,251.724 \n",
" \"/>\n",
"<path clip-path=\"url(#clip0200)\" d=\"M 0 0 M2195.58 271.411 Q2193.77 276.041 2192.06 277.453 Q2190.35 278.865 2187.48 278.865 L2184.08 278.865 L2184.08 275.3 L2186.58 275.3 Q2188.33 275.3 2189.31 274.467 Q2190.28 273.634 2191.46 270.532 L2192.22 268.587 L2181.74 243.078 L2186.25 243.078 L2194.35 263.356 L2202.46 243.078 L2206.97 243.078 L2195.58 271.411 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip0200)\" d=\"M 0 0 M2216.07 265.069 L2232.39 265.069 L2232.39 269.004 L2210.44 269.004 L2210.44 265.069 Q2213.1 262.314 2217.69 257.685 Q2222.29 253.032 2223.47 251.689 Q2225.72 249.166 2226.6 247.43 Q2227.5 245.671 2227.5 243.981 Q2227.5 241.226 2225.56 239.49 Q2223.64 237.754 2220.53 237.754 Q2218.33 237.754 2215.88 238.518 Q2213.45 239.282 2210.67 240.833 L2210.67 236.111 Q2213.5 234.976 2215.95 234.398 Q2218.4 233.819 2220.44 233.819 Q2225.81 233.819 2229.01 236.504 Q2232.2 239.189 2232.2 243.68 Q2232.2 245.81 2231.39 247.731 Q2230.6 249.629 2228.5 252.222 Q2227.92 252.893 2224.82 256.111 Q2221.71 259.305 2216.07 265.069 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /></svg>\n"
]
},
"execution_count": 187,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"label = 9\n",
"test = centroids[:, 2:end, label].- centroids[:, 1:end-1, label]\n",
"plot(test[1,:])\n",
"plot!(test[2,:])"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"walking"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"\"`component_centroids(labeled_array)` -> an array of centroids for selected lables, excluding the background label 0\"\n",
"function component_centroids_lables(img::AbstractArray{Int,N}, labels::AbstractArray{Int, 1}) where N\n",
" len = length(0:maximum(labels))\n",
" n = fill(zero(CartesianIndex{N}), len)\n",
" counts = fill(0, len)\n",
" @inbounds for I in CartesianIndices(size(img))\n",
" v = img[I] + 1\n",
" n[v] += I\n",
" counts[v] += 1\n",
" end\n",
" map(v -> n[v].I ./ counts[v], labels.+1)\n",
"end\n",
"\n",
"\"extract walking pathway\"\n",
"function walking(_time_line, _longlived_labels, _livingtime)\n",
" _tracks = zeros( 2, length(_livingtime[1]), length(_longlived_labels))\n",
" @inbounds for t in 1: length(_livingtime[1])\n",
" tmp = component_centroids_lables(_time_line[:, :, t], _longlived_labels)\n",
" @inbounds for i in 1:length(_longlived_labels)\n",
" _tracks[:, t, i] = [tmp[i][1] tmp[i][2]]\n",
" end\n",
" end\n",
" _tracks #[pos, t, branch]\n",
" #TODO: soomth pathway to make sence in biology\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 182,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"pick_cells"
]
},
"execution_count": 182,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"\" Return box with fixed height and width\"\n",
"function box(_center, _d₁max, _d₂max)\n",
" α = 256 \n",
" Α = 2*α \n",
" d₁, d₂ = Int.(floor.(_center))\n",
" d₁min, d₁max, d₂min, d₂max = d₁-α+1, d₁+α, d₂-α+1, d₂+α\n",
" if d₁min < 1\n",
" d₁max = Α\n",
" d₁min = 1\n",
" end\n",
" if d₁max > _d₁max\n",
" d₁min = _d₁max - Α + 1\n",
" d₁max = _d₁max \n",
" end\n",
" if d₂min < 1\n",
" d₂max = Α\n",
" d₂min = 1\n",
" end\n",
" if d₂max > _d₂max\n",
" d₂min = _d₂max - Α + 1\n",
" d₂max = _d₂max\n",
" end\n",
" d₁min:d₁max, d₂min:d₂max\n",
"end\n",
"\"\"\"\n",
"Using given mask to export roi of cell \n",
"\"\"\"\n",
"function pick_cells( _raw_imgs, _time_line, _longlived_labels, _livingtime)\n",
"\n",
" z_depth = 20\n",
" t_len = length(_livingtime[1])\n",
" height, width = size(_raw_imgs[:,:,1]);\n",
" watershed_imgs = zeros(height, width, t_len)\n",
" crop_imgs = []\n",
" # watershed here?\n",
" println(\"Expand and split slice region by watershed\")\n",
" #@inbounds for t in 1:t_len # TODO: mulit-thread\n",
" # print(\"$t \")\n",
" # watershed_imgs[:, :, t] = labels_map(watershed(\n",
" # .-maximum(_raw_imgs[:,:,z_depth*(t-1)+1:z_depth*t],dims=3)[:,:,1], _time_line[:,:,t]) )\n",
" #end\n",
" \n",
" \n",
" # Get centroids for each label\n",
" tracks = walking(_time_line, _longlived_labels, _livingtime)\n",
" println(\"Split celles single\")\n",
" @inbounds for i in 1:length(_longlived_labels)\n",
" crop_img = zeros(512, 512, t_len*z_depth)\n",
" label = _longlived_labels[i]\n",
" print(\"$label \")\n",
" for t in (1:t_len)[_livingtime[i]] # only choose frame when object exist\n",
" bounder = box(tracks[:, t, i], height, width)\n",
" crop_img[:, :, (t-1)*z_depth+1:t*z_depth] = \n",
" _raw_imgs[bounder[1], bounder[2], (t-1)*z_depth+1:t*z_depth] .*\n",
" (_time_line[bounder[1], bounder[2], t] .== label)\n",
" #(watershed_imgs[bounder[1], bounder[2], t] .== label)\n",
" end\n",
" push!(crop_imgs, crop_img)\n",
" end\n",
" #crop_imgs, Dict(\"tracks\"=>tracks, \"watershed\"=>watershed_imgs)\n",
" crop_imgs, Dict(\"tracks\"=>tracks)\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"function exportcell()\n",
" \n",
"end"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Expand and split slice region by watershed\n",
"1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 "
]
}
],
"source": [
"@time d16s1_cel, para = pick_cells(d16s1, time_line_2, longlived_label_2, livingtime_2);"
]
},
{
"cell_type": "code",
"execution_count": 183,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Expand and split slice region by watershed\n",
"Split celles single\n",
"4 5 9 11 12 15 27 31 53 100 101 102 103 141.660951 seconds (672.21 k allocations: 109.847 GiB, 4.31% gc time)\n"
]
}
],
"source": [
"@time d16s1_cel_direct, para_2 = pick_cells(d16s1, time_line_2, longlived_label_2, livingtime_2);"
]
},
{
"cell_type": "code",
"execution_count": 100,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"┌ Warning: `imhist` will be removed in a future release, please use `build_histogram` instead.\n",
"│ caller = yen_threshold(::Array{Float64,3}, ::Int64) at algorithms.jl:845\n",
"└ @ Images /home/hf/.julia/packages/Images/7IWP4/src/algorithms.jl:845\n"
]
},
{
"data": {
"text/plain": [
"0.002732142830428883"
]
},
"execution_count": 100,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"yen = yen_threshold(d16s1_cel[6][:,:,20*16+1:20*17])"
]
},
{
"cell_type": "code",
"execution_count": 156,
"metadata": {},
"outputs": [],
"source": [
"img = mapwindow(median!, maximum(d16s1_cel[6][:,:,20*16+1:20*17], dims=3)[:,:,1], (5,5));"
]
},
{
"cell_type": "code",
"execution_count": 175,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"512×1536 Array{Gray{Float64},2} with eltype Gray{Float64}:\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(1.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(1.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(1.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" ⋮ ⋱ ⋮\n",
" Gray{Float64}(0.192264) Gray{Float64}(0.190738) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.19379) Gray{Float64}(0.190738) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.19379) Gray{Float64}(0.19379) Gray{Float64}(1.0)\n",
" Gray{Float64}(0.19379) Gray{Float64}(0.192264) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.198367) Gray{Float64}(0.19379) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.199893) Gray{Float64}(0.198367) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.199893) Gray{Float64}(0.199893) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.202945) Gray{Float64}(0.199893) Gray{Float64}(1.0)\n",
" Gray{Float64}(0.209049) Gray{Float64}(0.205997) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.209049) Gray{Float64}(0.205997) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.209049) Gray{Float64}(0.207523) … Gray{Float64}(1.0)\n",
" Gray{Float64}(0.210575) Gray{Float64}(0.207523) Gray{Float64}(0.0)"
]
},
"execution_count": 175,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"[Gray.(img.*100) Gray.(imfilter(img, Kernel.DoG(2)).*100000) Gray.(time_line_2[]) ] "
]
},
{
"cell_type": "code",
"execution_count": 296,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"512×512 Array{Int64,2}:\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 … 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 … 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 … 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" ⋮ ⋮ ⋮ ⋱ ⋮ ⋮ ⋮ \n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 … 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 … 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 … 1 1 1 1 1 1 1 1 1 1 1 1\n",
" 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1"
]
},
"execution_count": 296,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x.image_indexmap"
]
},
{
"cell_type": "code",
"execution_count": 233,
"metadata": {},
"outputs": [],
"source": [
"rage_6_16 = box(para[\"tracks\"][:,16, 6], 1900, 1300);"
]
},
{
"cell_type": "code",
"execution_count": 236,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"512×512 Array{Gray{Bool},2} with eltype Gray{Bool}:\n",
" Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" ⋮ ⋱ \n",
" Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(false)\n",
" Gray{Bool}(false) Gray{Bool}(false) Gray{Bool}(false)"
]
},
"execution_count": 236,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mask_6_16 =(time_line_2[:,:, 16] .== longlived_label_2[6])[rage_6_16[1], rage_6_16[2]]\n",
"Gray.((time_line_2[:,:, 16] .== longlived_label_2[6])[rage_6_16[1], rage_6_16[2]])"
]
},
{
"cell_type": "code",
"execution_count": 271,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"131.07"
]
},
"execution_count": 271,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
" 0.002*0xffff"
]
},
{
"cell_type": "code",
"execution_count": 273,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1926-element Array{CartesianIndex{2},1}:\n",
" CartesianIndex(512, 1)\n",
" CartesianIndex(512, 3)\n",
" CartesianIndex(512, 9)\n",
" CartesianIndex(137, 58)\n",
" CartesianIndex(108, 63)\n",
" CartesianIndex(120, 68)\n",
" CartesianIndex(141, 68)\n",
" CartesianIndex(144, 69)\n",
" CartesianIndex(135, 71)\n",
" CartesianIndex(100, 72)\n",
" CartesianIndex(108, 73)\n",
" CartesianIndex(104, 75)\n",
" CartesianIndex(116, 75)\n",
" ⋮\n",
" CartesianIndex(209, 507)\n",
" CartesianIndex(376, 507)\n",
" CartesianIndex(21, 508)\n",
" CartesianIndex(169, 508)\n",
" CartesianIndex(229, 508)\n",
" CartesianIndex(307, 508)\n",
" CartesianIndex(185, 509)\n",
" CartesianIndex(43, 511)\n",
" CartesianIndex(422, 511)\n",
" CartesianIndex(18, 512)\n",
" CartesianIndex(164, 512)\n",
" CartesianIndex(188, 512)"
]
},
"execution_count": 273,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"findlocalmaxima(hmin_transform(img, 0.002))"
]
},
{
"cell_type": "code",
"execution_count": 272,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"512×1024 Array{Gray{Float64},2} with eltype Gray{Float64}:\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) … Gray{Float64}(0.265507)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.277714)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.289921)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.289921)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.277714)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) … Gray{Float64}(0.283818)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.273136)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.271611)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.271611)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.268559)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) … Gray{Float64}(0.268559)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.28687)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.289921)\n",
" ⋮ ⋱ \n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) … Gray{Float64}(0.177005)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.178531)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.175479)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.173953)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.173953)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) … Gray{Float64}(0.180056)\n",
" Gray{Float64}(0.2) Gray{Float64}(0.2) Gray{Float64}(0.173953)\n",
" Gray{Float64}(0.202945) Gray{Float64}(0.2) Gray{Float64}(0.180056)\n",
" Gray{Float64}(0.209049) Gray{Float64}(0.205997) Gray{Float64}(0.180056)\n",
" Gray{Float64}(0.209049) Gray{Float64}(0.205997) Gray{Float64}(0.180056)\n",
" Gray{Float64}(0.209049) Gray{Float64}(0.207523) … Gray{Float64}(0.184634)\n",
" Gray{Float64}(0.210575) Gray{Float64}(0.207523) Gray{Float64}(0.187686)"
]
},
"execution_count": 272,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"[Gray.(hmin_transform(img, 0.002).*100) Gray.(img.*100)]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"watershed(.-img, )"
]
},
{
"cell_type": "code",
"execution_count": 238,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"512×1024 Array{Gray{Float64},2} with eltype Gray{Float64}:\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" ⋮ ⋱ \n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)"
]
},
"execution_count": 238,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"[Gray.(d16s1_cel[6][:, :, 20*16+14].*100 .*mask_6_16) Gray.(opening(d16s1_cel[6][:, :, 20*16+14] .* (d16s1_cel[6][:,:,20*16+14].>yen) ).*100 ) ]"
]
},
{
"cell_type": "code",
"execution_count": 211,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"119.954822 seconds (3.66 M allocations: 32.789 GiB, 32.56% gc time)\n"
]
}
],
"source": [
"@time nucleus, thres = extract3dnucleus(d16s1_cel_direct[1]);"
]
},
{
"cell_type": "code",
"execution_count": 213,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"embedxml"
]
},
"execution_count": 213,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"include(\"tiffxml.jl\")"
]
},
{
"cell_type": "code",
"execution_count": 215,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Embedding OME-XML 1 image files updated\n"
]
}
],
"source": [
"save(\"d16s1_1_3d.tiff\", N0f16.(nucleus))\n",
"embedxml(512, 512, 20, 138, \"d16s1_1_3d.tiff\")"
]
},
{
"cell_type": "code",
"execution_count": 244,
"metadata": {},
"outputs": [],
"source": [
"mask6_16_3d = zeros(512, 512, 20)\n",
"for i in 1:20\n",
" mask6_16_3d[:,:,i] =mask_6_16\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 219,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Embedding OME-XML 1 image files updated\n"
]
}
],
"source": [
"norm, para_norm = normalize(nucleus)\n",
"save(\"d16s1_1_3d_nor.tiff\", N0f16.(norm))\n",
"embedxml(512, 512, 20, 138, \"d16s1_1_3d_nor.tiff\")"
]
},
{
"cell_type": "code",
"execution_count": 205,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"512×1024 Array{Gray{Float64},2} with eltype Gray{Float64}:\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.172427)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.202945)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.155642)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.187686)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.173953)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.180056)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.172427)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.190738)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.16022)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.195315)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.195315)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.198367)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.209049)\n",
" ⋮ ⋱ \n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) … Gray{Float64}(0.0)\n",
" Gray{Float64}(0.0) Gray{Float64}(0.0) Gray{Float64}(0.0)"
]
},
"execution_count": 205,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"[Gray.(d16s1_cel_direct[1][:,:,15].*100) Gray.(d16s1_cel[1][:,:,15].*100)]"
]
},
{
"cell_type": "code",
"execution_count": 199,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"saving 4 saving 5 saving 9 saving 11 saving 12 saving 15 saving 27 saving 31 saving 53 saving 100 saving 101 saving 102 saving 103 "
]
}
],
"source": [
"for i in 1:length(longlived_label_2)\n",
" print(\"saving $(longlived_label_2[i]) \")\n",
" save(\"d16_s1-$(longlived_label_2[i]).tiff\", N0f16.(d16s1_cel_direct[i]))\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 181,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<table><tbody><tr><td style='text-align:center;vertical-align:middle; margin: 0.5em;border:1px #90999f solid;border-collapse:collapse'><img style='max-width: 100px; max-height:100px;display:inline' src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAKQAAADvCAAAAABZQSAyAAAABGdBTUEAALGPC/xhBQAAACBjSFJNAAB6JgAAgIQAAPoAAACA6AAAdTAAAOpgAAA6mAAAF3CculE8AAAAAmJLR0QA/4ePzL8AAAH/SURBVHja7djNSxRxGMDxZ3Z2NHelpXYQ6yR1kGJRRMSEBcGDRZfo2Kl/IKK/RQj6IyIPRfRmdBE0JIRWgjx42JV2MzOJ2HHn5dehrJnZ6VKHeaDv5zTzHIYv8/ZjRgQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAODv2XkHpBRLQ1aYHlp5VyUM1hZqpdbGaivIu+TPKrfediMTHLy8WdV18mKG7nSMMcaYaO/ehULeNdmshW1zzHtSL+bdk6l8N/gVaYL1qwN5B2U5/8bEhFvXNJ7L2WY80kSvLx0/PYruTzvZYk3dHtEX2fOT+8XLi7a6yE4rNTh1Y/THhqJlsXduNlljudsNoywy8OarycmJk6uflUXKp9MzTmJgnQk3PGWRfnNyLLlmO+NHjSNdkXJ4WK8kJ6UJf8vTFWl23enUMlOedN59UxUpvfbc2dSoPOVu6oqUL8N1JzUaHFtT9DIXEek9ft83KzrKImXnmd8/1BbZfbGnP1I2143+yP3lA/2R0fOVvu9udZHSWWqkL7iy96SIyId2zY0v4d0HeRdlGVhc8WLfjU/H8w7KZF9c2g1/Nvqv5vTdkiIiYlWuP9wPjTHm6/KMreyH1W+F0fkrE2648+h+M1IbKVIYHqkG7Y/+vx8JAAAAwP/jO398ueCd4ZcpAAAAAElFTkSuQmCC\"></td></tr></tbody></table><div><small>(a vector displayed as a row to save space)</small></div>"
],
"text/plain": [
"1-element Array{Array{Gray{Bool},2},1}:\n",
" [Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(false) Gray{Bool}(false); Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(false) Gray{Bool}(false); … ; Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(false) Gray{Bool}(false); Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(false) Gray{Bool}(false)]"
]
},
"execution_count": 181,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"[ Gray.(time_line_2[:, :, 16].==longlived_label_2[6]) ]"
]
},
{
"cell_type": "code",
"execution_count": 184,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.0"
]
},
"execution_count": 184,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"maximum(d16s1_cel[13][:, :, 14+20*3])"
]
},
{
"cell_type": "code",
"execution_count": 153,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2-element Array{Int64,1}:\n",
" 564\n",
" 1160"
]
},
"execution_count": 153,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"d1, d2 = Int.(floor.(centroids[:, 1, 12]))"
]
},
{
"cell_type": "code",
"execution_count": 167,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(213:914, 601:1300)"
]
},
"execution_count": 167,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"box_1 = box(centroids[:, 1, 12], 1900, 1300)"
]
},
{
"cell_type": "code",
"execution_count": 248,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<table><tbody><tr><td style='text-align:center;vertical-align:middle; margin: 0.5em;border:1px #90999f solid;border-collapse:collapse'><img style='max-width: 100px; max-height:100px;display:inline' src=\"data:image/png;base64,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\"></td></tr></tbody></table><div><small>(a vector displayed as a row to save space)</small></div>"
],
"text/plain": [
"1-element Array{Array{Gray{Bool},2},1}:\n",
" [Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(true) Gray{Bool}(true); Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(true) Gray{Bool}(true); … ; Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(false) Gray{Bool}(false); Gray{Bool}(false) Gray{Bool}(false) … Gray{Bool}(false) Gray{Bool}(false)]"
]
},
"execution_count": 248,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"[Gray.(watertest.image_indexmap[box_1[1], box_1[2]].==102)] #Gray.(watertest.image_indexmap .==label) Gray.(time_line_2[:,:, 1] .==label) ]"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Julia 1.4.1",
"language": "julia",
"name": "julia-1.4"
},
"language_info": {
"file_extension": ".jl",
"mimetype": "application/julia",
"name": "julia",
"version": "1.4.1"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
