I figured out what the issue was. thank you for your help. regrettably I
have encountered another issue, any insight would be much appreciated. I
am trying to reformat a spreadsheet so that each individual is a row and
each column represents an x or y coordinate. my data set consists of 30
specimens each with 30 landmarks. I keep getting the error code Error in
`[<-`(`*tmp*`, j, 1, value = sub.data[1, 1]) :
subscript out of bounds.
My data is in the link and my code is as follows.
# reformat data from imageJ into R compatible format.
data <- read.table(Trial2rawcoords.txt, header=TRUE)
len <- length(data$X)
overall.table <- matrix(nrow=len/30, ncol=(30*2)+1)
overall.length <- len/30
for(j in c(1:overall.length)) {
print(j)
sub.data <- as.matrix(data[ (1+30*(j-1)):((1+30*(j-1))+29), 2:4])
overall.table[j,1] <- sub.data[1, 1]
overall.table[j,2:3] <- sub.data[1, 2:3]
overall.table[j,4:5] <- sub.data[2, 2:3]
overall.table[j,6:7] <- sub.data[3, 2:3]
overall.table[j,8:9] <- sub.data[4, 2:3]
overall.table[j,10:11] <- sub.data[5, 2:3]
overall.table[j,12:13] <- sub.data[6, 2:3]
overall.table[j,14:15] <- sub.data[7, 2:3]
overall.table[j,16:17] <- sub.data[8, 2:3]
overall.table[j,18:19] <- sub.data[9, 2:3]
overall.table[j,20:21] <- sub.data[10, 2:3]
overall.table[j,22:23] <- sub.data[11, 2:3]
overall.table[j,24:25] <- sub.data[12, 2:3]
overall.table[j,26:27] <- sub.data[13, 2:3]
overall.table[j,28:29] <- sub.data[14, 2:3]
overall.table[j,30:31] <- sub.data[15, 2:3]
overall.table[j,32:33] <- sub.data[16, 2:3]
overall.table[j,34:35] <- sub.data[17, 2:3]
overall.table[j,36:37] <- sub.data[18, 2:3]
overall.table[j,38:39] <- sub.data[19, 2:3]
overall.table[j,40:41] <- sub.data[20, 2:3]
overall.table[j,42:43] <- sub.data[21, 2:3]
overall.table[j,44:45] <- sub.data[22, 2:3]
overall.table[j,46:47] <- sub.data[23, 2:3]
overall.table[j,48:49] <- sub.data[24, 2:3]
overall.table[j,50:51] <- sub.data[25, 2:3]
overall.table[j,52:53] <- sub.data[26, 2:3]
overall.table[j,54:55] <- sub.data[27, 2:3]
overall.table[j,56:57] <- sub.data[28, 2:3]
overall.table[j,58:59] <- sub.data[29, 2:3]
overall.table[j,60:61] <- sub.data[30, 2:3]
}
# Confirm the above loop worked.
head(overall.table)
tail(overall.table)
# Assign the new table column names and write out the reformatted table to
the working directory.
colnames(overall.table) <- c("number", "genus", "x1", "y1", "x2", "y2",
"x3", "y3", "x4", "y4", "x5", "y5", "x6", "y6", "x7", "y7", "x8", "y8",
"x9", "y9", "x10", "y10", "x11", "y11", "x12", "y12", "x13", "y13", "x14",
"y14", "x15", "y15", "x16", "y16", "x17",
"y17","x18","Y18","X19","Y19","X20","Y20","X21","Y21","X22","Y22","X23","Y23","X24","Y24","X25","Y25","X26","Y26","X27","Y27","X28","Y28","X29","Y29","X30","Y30")
write.table(overall.table, "reformat.txt")
On Thursday, August 2, 2018 at 1:32:02 PM UTC-4, Ian F wrote:
>
> I am trying to do an analysis of three specimens. I am using
> semi-landmarks and having trouble. perhaps someone can point out mt error?
> these are my results
>
> Generalized Procrustes Analysis
> with Partial Procrustes Superimposition
>
> -4 fixed landmarks
> 12 semilandmarks (sliders)
> 2-dimensional landmarks
> 6 GPA iterations to converge
> Minimized Bending Energy used
>
>
> Consensus (mean) Configuration
>
> X Y
> [1,] 0.51447153 -0.03794928
> [2,] 0.36957021 0.11431610
> [3,] -0.11602250 0.19898458
> [4,] -0.40489951 0.11095030
> [5,] -0.43738229 -0.09965594
> [6,] -0.20913543 -0.09698422
> [7,] 0.04257626 -0.09131803
> [8,] 0.29799009 -0.04811314
>
> it should be three individuals with 4 landmarks and 4 sliders each. i want
> to perform PCA on the procrustes coordinates. my code and data are below.
> Im new to R and its probably an easy fix im just really confused. any help
> is greatly appreciated.
>
>
>
>
>
>
> Code: Y <- arrayspecs(coordsrformat, k=2, p= ncol(coordsrformat)/2)
>
> slidermatrix
>
> Y.gpa <- gpagen(Y,curves=slidermatrix)
> summary(Y.gpa)
> plot(Y.gpa)
>
> Y.gpa <- gpagen(Y,curves=slidermatrix,ProcD=FALSE )
> summary(Y.gpa)
> plot(Y.gpa)
> a<-(Y.gpa$coords)
> plotTangentSpace(a)
>
>
>
>
> slider matrix:
>
> before slide after
> 5 6 7
> 7 8 1
> 1 2 3
> 3 4 5
> 1 8 7
> 7 6 5
> 5 4 3
> 3 2 1
> 1 2 3
> 3 4 5
> 5 6 7
> 7 8 1
>
>
> coordsrformat:
>
>
> 1630 1827 1530 1549 1198 1345 908
> 1557 833 1840 1027 1895 1223
> 1907 1417 1887
>
> 2767 1081 2633 1581 2139 2047 1693
> 1753 1535 1159 1841 1067 2151
> 1009 2437 1071
>
> 2956 928 2936 1692 2112 2360 1300
> 1784 1304 1016 1700 888 2084
> 832 2480 872
>
>
>
>
>
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number genus x y
N1 Rafinesquina 1285 1176
N2 Rafinesquina 1445 1084
N3 Rafinesquina 1645 1024
N4 Rafinesquina 1837 996
N5 Rafinesquina 1991 952
N6 Rafinesquina 2151 968
N7 Rafinesquina 2297 978
N8 Rafinesquina 2429 988
N9 Rafinesquina 2613 990
N10 Rafinesquina 2727 998
N11 Rafinesquina 2811 1072
N12 Rafinesquina 2829 1208
N13 Rafinesquina 2777 1310
N14 Rafinesquina 2779 1560
N15 Rafinesquina 2729 1738
N16 Rafinesquina 2635 1938
N17 Rafinesquina 2465 2104
N18 Rafinesquina 2329 2190
N19 Rafinesquina 2253 2236
N20 Rafinesquina 2113 2264
N21 Rafinesquina 1945 2260
N22 Rafinesquina 1779 2208
N23 Rafinesquina 1667 2144
N24 Rafinesquina 1553 2046
N25 Rafinesquina 1449 1902
N26 Rafinesquina 1377 1784
N27 Rafinesquina 1329 1684
N28 Rafinesquina 1303 1558
N29 Rafinesquina 1275 1440
N30 Rafinesquina 1245 1300
N31 Rafinesquina 1162 915
N32 Rafinesquina 1354 849
N33 Rafinesquina 1573 828
N34 Rafinesquina 1804 807
N35 Rafinesquina 2044 771
N36 Rafinesquina 2164 792
N37 Rafinesquina 2359 813
N38 Rafinesquina 2563 834
N39 Rafinesquina 2749 855
N40 Rafinesquina 2938 888
N41 Rafinesquina 3046 1044
N42 Rafinesquina 3088 1266
N43 Rafinesquina 3109 1581
N44 Rafinesquina 3043 1914
N45 Rafinesquina 2956 2067
N46 Rafinesquina 2824 2244
N47 Rafinesquina 2677 2367
N48 Rafinesquina 2503 2451
N49 Rafinesquina 2308 2514
N50 Rafinesquina 2101 2544
N51 Rafinesquina 1840 2544
N52 Rafinesquina 1609 2505
N53 Rafinesquina 1390 2319
N54 Rafinesquina 1255 2136
N55 Rafinesquina 1129 1911
N56 Rafinesquina 1063 1701
N57 Rafinesquina 1048 1482
N58 Rafinesquina 1045 1299
N59 Rafinesquina 1054 1134
N60 Rafinesquina 1096 1029
N61 Rafinesquina 967 1111
N62 Rafinesquina 1141 1039
N63 Rafinesquina 1363 1009
N64 Rafinesquina 1717 946
N65 Rafinesquina 2011 916
N66 Rafinesquina 2206 940
N67 Rafinesquina 2413 958
N68 Rafinesquina 2626 991
N69 Rafinesquina 2887 1033
N70 Rafinesquina 3076 1078
N71 Rafinesquina 3133 1162
N72 Rafinesquina 3151 1393
N73 Rafinesquina 3145 1573
N74 Rafinesquina 3100 1789
N75 Rafinesquina 3004 1990
N76 Rafinesquina 2944 2200
N77 Rafinesquina 2764 2404
N78 Rafinesquina 2554 2599
N79 Rafinesquina 2209 2710
N80 Rafinesquina 1993 2743
N81 Rafinesquina 1672 2650
N82 Rafinesquina 1498 2572
N83 Rafinesquina 1252 2446
N84 Rafinesquina 1048 2215
N85 Rafinesquina 979 2035
N86 Rafinesquina 928 1909
N87 Rafinesquina 895 1753
N88 Rafinesquina 889 1462
N89 Rafinesquina 889 1303
N90 Rafinesquina 934 1201
N91 Rafinesquina 1283 1120
N92 Rafinesquina 1463 1084
N93 Rafinesquina 1629 1032
N94 Rafinesquina 1879 1012
N95 Rafinesquina 2009 992
N96 Rafinesquina 2125 1000
N97 Rafinesquina 2261 1014
N98 Rafinesquina 2397 1024
N99 Rafinesquina 2535 1066
N100 Rafinesquina 2665 1100
N101 Rafinesquina 2723 1194
N102 Rafinesquina 2739 1394
N103 Rafinesquina 2733 1532
N104 Rafinesquina 2709 1670
N105 Rafinesquina 2653 1842
N106 Rafinesquina 2599 2012
N107 Rafinesquina 2487 2116
N108 Rafinesquina 2333 2164
N109 Rafinesquina 2201 2216
N110 Rafinesquina 2041 2246
N111 Rafinesquina 1819 2252
N112 Rafinesquina 1619 2176
N113 Rafinesquina 1487 2048
N114 Rafinesquina 1381 1890
N115 Rafinesquina 1307 1742
N116 Rafinesquina 1291 1608
N117 Rafinesquina 1283 1498
N118 Rafinesquina 1291 1404
N119 Rafinesquina 1245 1246
N120 Rafinesquina 1255 1164
N121 Rafinesquina 1052 1198
N122 Rafinesquina 1212 1168
N123 Rafinesquina 1472 1158
N124 Rafinesquina 1630 1184
N125 Rafinesquina 1876 1134
N126 Rafinesquina 2038 1160
N127 Rafinesquina 2202 1172
N128 Rafinesquina 2382 1172
N129 Rafinesquina 2594 1178
N130 Rafinesquina 2734 1236
N131 Rafinesquina 2758 1328
N132 Rafinesquina 2688 1550
N133 Rafinesquina 2650 1668
N134 Rafinesquina 2686 1856
N135 Rafinesquina 2562 2134
N136 Rafinesquina 2408 2314
N137 Rafinesquina 2264 2404
N138 Rafinesquina 2160 2466
N139 Rafinesquina 2108 2496
N140 Rafinesquina 1990 2512
N141 Rafinesquina 1820 2520
N142 Rafinesquina 1556 2504
N143 Rafinesquina 1412 2412
N144 Rafinesquina 1206 2208
N145 Rafinesquina 1092 2000
N146 Rafinesquina 1012 1878
N147 Rafinesquina 1016 1670
N148 Rafinesquina 1026 1524
N149 Rafinesquina 984 1414
N150 Rafinesquina 1010 1278
N151 Rafinesquina 1422 1068
N152 Rafinesquina 1626 1050
N153 Rafinesquina 1784 1038
N154 Rafinesquina 1928 1028
N155 Rafinesquina 2080 974
N156 Rafinesquina 2212 998
N157 Rafinesquina 2364 1018
N158 Rafinesquina 2496 1096
N159 Rafinesquina 2672 1152
N160 Rafinesquina 2732 1166
N161 Rafinesquina 2800 1262
N162 Rafinesquina 2752 1478
N163 Rafinesquina 2710 1616
N164 Rafinesquina 2642 1744
N165 Rafinesquina 2514 1906
N166 Rafinesquina 2398 1990
N167 Rafinesquina 2256 2050
N168 Rafinesquina 2180 2090
N169 Rafinesquina 2130 2106
N170 Rafinesquina 2028 2112
N171 Rafinesquina 1906 2098
N172 Rafinesquina 1794 2114
N173 Rafinesquina 1702 2072
N174 Rafinesquina 1622 2018
N175 Rafinesquina 1548 1950
N176 Rafinesquina 1466 1782
N177 Rafinesquina 1400 1640
N178 Rafinesquina 1378 1430
N179 Rafinesquina 1370 1280
N180 Rafinesquina 1376 1144
N181 Rafinesquina 1173 1141
N182 Rafinesquina 1301 1087
N183 Rafinesquina 1507 1057
N184 Rafinesquina 1695 1069
N185 Rafinesquina 1893 1039
N186 Rafinesquina 2053 1075
N187 Rafinesquina 2175 1083
N188 Rafinesquina 2381 1135
N189 Rafinesquina 2505 1151
N190 Rafinesquina 2585 1187
N191 Rafinesquina 2663 1311
N192 Rafinesquina 2685 1497
N193 Rafinesquina 2639 1785
N194 Rafinesquina 2583 1951
N195 Rafinesquina 2409 2159
N196 Rafinesquina 2255 2235
N197 Rafinesquina 2081 2303
N198 Rafinesquina 1957 2343
N199 Rafinesquina 1843 2365
N200 Rafinesquina 1761 2381
N201 Rafinesquina 1537 2351
N202 Rafinesquina 1363 2235
N203 Rafinesquina 1257 2099
N204 Rafinesquina 1237 1989
N205 Rafinesquina 1165 1909
N206 Rafinesquina 1107 1705
N207 Rafinesquina 1079 1545
N208 Rafinesquina 1073 1393
N209 Rafinesquina 1087 1295
N210 Rafinesquina 1141 1191
N211 Rafinesquina 1161 1183
N212 Rafinesquina 1440 1135
N213 Rafinesquina 1680 1120
N214 Rafinesquina 1875 1102
N215 Rafinesquina 2043 1093
N216 Rafinesquina 2199 1117
N217 Rafinesquina 2358 1135
N218 Rafinesquina 2490 1165
N219 Rafinesquina 2649 1192
N220 Rafinesquina 2754 1240
N221 Rafinesquina 2841 1381
N222 Rafinesquina 2913 1489
N223 Rafinesquina 2958 1606
N224 Rafinesquina 2889 1768
N225 Rafinesquina 2925 1852
N226 Rafinesquina 2817 2107
N227 Rafinesquina 2586 2356
N228 Rafinesquina 2301 2524
N229 Rafinesquina 2142 2572
N230 Rafinesquina 2055 2584
N231 Rafinesquina 1863 2545
N232 Rafinesquina 1665 2485
N233 Rafinesquina 1455 2365
N234 Rafinesquina 1356 2248
N235 Rafinesquina 1281 2146
N236 Rafinesquina 1212 2017
N237 Rafinesquina 1158 1735
N238 Rafinesquina 1134 1564
N239 Rafinesquina 1125 1429
N240 Rafinesquina 1125 1288
N241 Rafinesquina 1587 1004
N242 Rafinesquina 1713 992
N243 Rafinesquina 1855 988
N244 Rafinesquina 1979 982
N245 Rafinesquina 2083 972
N246 Rafinesquina 2185 992
N247 Rafinesquina 2345 1012
N248 Rafinesquina 2471 1028
N249 Rafinesquina 2667 1052
N250 Rafinesquina 2785 1070
N251 Rafinesquina 2801 1254
N252 Rafinesquina 2821 1462
N253 Rafinesquina 2831 1614
N254 Rafinesquina 2787 1776
N255 Rafinesquina 2697 1992
N256 Rafinesquina 2493 2182
N257 Rafinesquina 2333 2268
N258 Rafinesquina 2173 2314
N259 Rafinesquina 2043 2338
N260 Rafinesquina 1961 2328
N261 Rafinesquina 1811 2298
N262 Rafinesquina 1669 2182
N263 Rafinesquina 1557 2036
N264 Rafinesquina 1449 1838
N265 Rafinesquina 1387 1686
N266 Rafinesquina 1351 1562
N267 Rafinesquina 1349 1436
N268 Rafinesquina 1391 1300
N269 Rafinesquina 1427 1188
N270 Rafinesquina 1513 1070
N271 Rafinesquina 1008 1035
N272 Rafinesquina 1284 1014
N273 Rafinesquina 1539 999
N274 Rafinesquina 1695 1011
N275 Rafinesquina 2082 933
N276 Rafinesquina 2256 963
N277 Rafinesquina 2475 987
N278 Rafinesquina 2679 1014
N279 Rafinesquina 2922 1044
N280 Rafinesquina 3024 1077
N281 Rafinesquina 3168 1485
N282 Rafinesquina 3069 1638
N283 Rafinesquina 3006 1788
N284 Rafinesquina 2949 1980
N285 Rafinesquina 2919 2100
N286 Rafinesquina 2796 2295
N287 Rafinesquina 2535 2439
N288 Rafinesquina 2343 2532
N289 Rafinesquina 2172 2571
N290 Rafinesquina 1998 2559
N291 Rafinesquina 1761 2487
N292 Rafinesquina 1575 2421
N293 Rafinesquina 1347 2190
N294 Rafinesquina 1254 2085
N295 Rafinesquina 1158 1917
N296 Rafinesquina 1056 1758
N297 Rafinesquina 1020 1611
N298 Rafinesquina 1020 1458
N299 Rafinesquina 993 1296
N300 Rafinesquina 972 1143
N301 Rafinesquina 1612 1089
N302 Rafinesquina 1746 1083
N303 Rafinesquina 1888 1079
N304 Rafinesquina 2034 1071
N305 Rafinesquina 2162 1055
N306 Rafinesquina 2256 1087
N307 Rafinesquina 2382 1137
N308 Rafinesquina 2554 1137
N309 Rafinesquina 2700 1151
N310 Rafinesquina 2790 1199
N311 Rafinesquina 2712 1395
N312 Rafinesquina 2654 1431
N313 Rafinesquina 2602 1589
N314 Rafinesquina 2586 1725
N315 Rafinesquina 2528 1823
N316 Rafinesquina 2426 1895
N317 Rafinesquina 2312 1977
N318 Rafinesquina 2248 2051
N319 Rafinesquina 2162 2081
N320 Rafinesquina 2102 2093
N321 Rafinesquina 2004 2071
N322 Rafinesquina 1924 2015
N323 Rafinesquina 1848 1959
N324 Rafinesquina 1752 1891
N325 Rafinesquina 1674 1847
N326 Rafinesquina 1576 1647
N327 Rafinesquina 1558 1483
N328 Rafinesquina 1570 1331
N329 Rafinesquina 1530 1279
N330 Rafinesquina 1522 1161
N331 Rafinesquina 1364 1212
N332 Rafinesquina 1476 1174
N333 Rafinesquina 1648 1162
N334 Rafinesquina 2010 1188
N335 Rafinesquina 2114 1166
N336 Rafinesquina 2294 1230
N337 Rafinesquina 2458 1266
N338 Rafinesquina 2620 1302
N339 Rafinesquina 2724 1334
N340 Rafinesquina 2884 1380
N341 Rafinesquina 2870 1546
N342 Rafinesquina 2836 1680
N343 Rafinesquina 2798 1790
N344 Rafinesquina 2740 1896
N345 Rafinesquina 2690 2000
N346 Rafinesquina 2608 2124
N347 Rafinesquina 2462 2212
N348 Rafinesquina 2332 2276
N349 Rafinesquina 2220 2318
N350 Rafinesquina 2092 2368
N351 Rafinesquina 1946 2412
N352 Rafinesquina 1838 2350
N353 Rafinesquina 1754 2292
N354 Rafinesquina 1646 2236
N355 Rafinesquina 1532 2074
N356 Rafinesquina 1474 1960
N357 Rafinesquina 1372 1746
N358 Rafinesquina 1328 1560
N359 Rafinesquina 1346 1460
N360 Rafinesquina 1306 1282
N361 Rafinesquina 1458 1005
N362 Rafinesquina 1610 981
N363 Rafinesquina 1754 953
N364 Rafinesquina 1920 937
N365 Rafinesquina 2068 911
N366 Rafinesquina 2198 949
N367 Rafinesquina 2344 963
N368 Rafinesquina 2498 981
N369 Rafinesquina 2652 1033
N370 Rafinesquina 2774 1121
N371 Rafinesquina 2818 1227
N372 Rafinesquina 2838 1393
N373 Rafinesquina 2794 1617
N374 Rafinesquina 2688 1823
N375 Rafinesquina 2546 1987
N376 Rafinesquina 2378 2107
N377 Rafinesquina 2202 2199
N378 Rafinesquina 2070 2255
N379 Rafinesquina 1928 2243
N380 Rafinesquina 1780 2187
N381 Rafinesquina 1662 2105
N382 Rafinesquina 1546 1985
N383 Rafinesquina 1490 1897
N384 Rafinesquina 1428 1789
N385 Rafinesquina 1376 1629
N386 Rafinesquina 1346 1489
N387 Rafinesquina 1336 1367
N388 Rafinesquina 1326 1241
N389 Rafinesquina 1348 1125
N390 Rafinesquina 1394 1045
N391 Rafinesquina 1642 1108
N392 Rafinesquina 1772 1092
N393 Rafinesquina 1952 1068
N394 Rafinesquina 2092 1056
N395 Rafinesquina 2176 1044
N396 Rafinesquina 2288 1068
N397 Rafinesquina 2432 1088
N398 Rafinesquina 2572 1106
N399 Rafinesquina 2690 1132
N400 Rafinesquina 2754 1146
N401 Rafinesquina 2778 1208
N402 Rafinesquina 2762 1328
N403 Rafinesquina 2764 1476
N404 Rafinesquina 2748 1586
N405 Rafinesquina 2692 1756
N406 Rafinesquina 2602 1846
N407 Rafinesquina 2460 1928
N408 Rafinesquina 2282 1988
N409 Rafinesquina 2220 2028
N410 Rafinesquina 2138 2056
N411 Rafinesquina 2034 2018
N412 Rafinesquina 1984 2000
N413 Rafinesquina 1934 1926
N414 Rafinesquina 1832 1842
N415 Rafinesquina 1726 1732
N416 Rafinesquina 1668 1622
N417 Rafinesquina 1664 1470
N418 Rafinesquina 1664 1414
N419 Rafinesquina 1598 1358
N420 Rafinesquina 1578 1182
N421 Rafinesquina 1222 1106
N422 Rafinesquina 1426 1073
N423 Rafinesquina 1612 1070
N424 Rafinesquina 1801 1046
N425 Rafinesquina 1900 1019
N426 Rafinesquina 2050 1055
N427 Rafinesquina 2281 1061
N428 Rafinesquina 2500 1067
N429 Rafinesquina 2632 1112
N430 Rafinesquina 2701 1163
N431 Rafinesquina 2692 1382
N432 Rafinesquina 2665 1496
N433 Rafinesquina 2644 1763
N434 Rafinesquina 2563 2039
N435 Rafinesquina 2419 2255
N436 Rafinesquina 2239 2498
N437 Rafinesquina 2191 2558
N438 Rafinesquina 2044 2597
N439 Rafinesquina 1954 2603
N440 Rafinesquina 1801 2567
N441 Rafinesquina 1648 2528
N442 Rafinesquina 1516 2474
N443 Rafinesquina 1438 2366
N444 Rafinesquina 1312 2246
N445 Rafinesquina 1156 2060
N446 Rafinesquina 1123 1907
N447 Rafinesquina 1144 1796
N448 Rafinesquina 1123 1625
N449 Rafinesquina 1093 1430
N450 Rafinesquina 1120 1169
N451 Rafinesquina 1654 1374
N452 Rafinesquina 1758 1334
N453 Rafinesquina 1948 1302
N454 Rafinesquina 2066 1280
N455 Rafinesquina 2158 1252
N456 Rafinesquina 2246 1262
N457 Rafinesquina 2406 1268
N458 Rafinesquina 2514 1276
N459 Rafinesquina 2632 1288
N460 Rafinesquina 2690 1302
N461 Rafinesquina 2730 1362
N462 Rafinesquina 2730 1498
N463 Rafinesquina 2708 1682
N464 Rafinesquina 2712 1758
N465 Rafinesquina 2644 1928
N466 Rafinesquina 2584 2122
N467 Rafinesquina 2528 2228
N468 Rafinesquina 2478 2274
N469 Rafinesquina 2392 2376
N470 Rafinesquina 2268 2402
N471 Rafinesquina 2118 2366
N472 Rafinesquina 1964 2322
N473 Rafinesquina 1826 2212
N474 Rafinesquina 1758 2128
N475 Rafinesquina 1718 2042
N476 Rafinesquina 1646 1958
N477 Rafinesquina 1596 1834
N478 Rafinesquina 1604 1724
N479 Rafinesquina 1574 1640
N480 Rafinesquina 1580 1492
N481 Rafinesquina 1411 1008
N482 Rafinesquina 1491 980
N483 Rafinesquina 1715 1006
N484 Rafinesquina 1889 1010
N485 Rafinesquina 2055 982
N486 Rafinesquina 2171 1006
N487 Rafinesquina 2377 1020
N488 Rafinesquina 2529 1040
N489 Rafinesquina 2673 1064
N490 Rafinesquina 2761 1090
N491 Rafinesquina 2797 1218
N492 Rafinesquina 2771 1334
N493 Rafinesquina 2793 1494
N494 Rafinesquina 2783 1566
N495 Rafinesquina 2731 1694
N496 Rafinesquina 2683 1826
N497 Rafinesquina 2583 1940
N498 Rafinesquina 2409 2098
N499 Rafinesquina 2269 2190
N500 Rafinesquina 2079 2312
N501 Rafinesquina 1871 2224
N502 Rafinesquina 1747 2174
N503 Rafinesquina 1629 2116
N504 Rafinesquina 1481 1954
N505 Rafinesquina 1393 1786
N506 Rafinesquina 1327 1628
N507 Rafinesquina 1309 1492
N508 Rafinesquina 1283 1362
N509 Rafinesquina 1309 1154
N510 Rafinesquina 1367 1056
N511 Rafinesquina 1469 1071
N512 Rafinesquina 1619 1057
N513 Rafinesquina 1759 1049
N514 Rafinesquina 1905 1041
N515 Rafinesquina 2063 1023
N516 Rafinesquina 2139 1043
N517 Rafinesquina 2295 1073
N518 Rafinesquina 2477 1109
N519 Rafinesquina 2557 1135
N520 Rafinesquina 2635 1161
N521 Rafinesquina 2659 1227
N522 Rafinesquina 2681 1341
N523 Rafinesquina 2657 1479
N524 Rafinesquina 2637 1661
N525 Rafinesquina 2567 1853
N526 Rafinesquina 2429 1997
N527 Rafinesquina 2345 2087
N528 Rafinesquina 2295 2159
N529 Rafinesquina 2131 2189
N530 Rafinesquina 1969 2239
N531 Rafinesquina 1873 2221
N532 Rafinesquina 1769 2151
N533 Rafinesquina 1615 1997
N534 Rafinesquina 1553 1897
N535 Rafinesquina 1493 1839
N536 Rafinesquina 1417 1719
N537 Rafinesquina 1379 1621
N538 Rafinesquina 1369 1421
N539 Rafinesquina 1387 1305
N540 Rafinesquina 1379 1165
N541 Rafinesquina 1348 1058
N542 Rafinesquina 1488 1034
N543 Rafinesquina 1688 1006
N544 Rafinesquina 1898 974
N545 Rafinesquina 2118 936
N546 Rafinesquina 2246 950
N547 Rafinesquina 2384 958
N548 Rafinesquina 2518 974
N549 Rafinesquina 2654 992
N550 Rafinesquina 2812 1008
N551 Rafinesquina 2858 1068
N552 Rafinesquina 2844 1216
N553 Rafinesquina 2834 1396
N554 Rafinesquina 2834 1534
N555 Rafinesquina 2808 1646
N556 Rafinesquina 2806 1786
N557 Rafinesquina 2764 1894
N558 Rafinesquina 2616 2010
N559 Rafinesquina 2480 2142
N560 Rafinesquina 2330 2238
N561 Rafinesquina 2212 2270
N562 Rafinesquina 2068 2252
N563 Rafinesquina 1954 2224
N564 Rafinesquina 1798 2128
N565 Rafinesquina 1588 1968
N566 Rafinesquina 1432 1780
N567 Rafinesquina 1384 1546
N568 Rafinesquina 1336 1326
N569 Rafinesquina 1332 1198
N570 Rafinesquina 1324 1096
N571 Rafinesquina 1316 1131
N572 Rafinesquina 1442 1091
N573 Rafinesquina 1634 1049
N574 Rafinesquina 1780 1007
N575 Rafinesquina 1932 961
N576 Rafinesquina 2104 973
N577 Rafinesquina 2262 967
N578 Rafinesquina 2410 999
N579 Rafinesquina 2536 1035
N580 Rafinesquina 2628 1063
N581 Rafinesquina 2684 1125
N582 Rafinesquina 2674 1203
N583 Rafinesquina 2718 1521
N584 Rafinesquina 2732 1617
N585 Rafinesquina 2640 1849
N586 Rafinesquina 2490 2027
N587 Rafinesquina 2364 2133
N588 Rafinesquina 2200 2233
N589 Rafinesquina 2070 2297
N590 Rafinesquina 1974 2319
N591 Rafinesquina 1870 2321
N592 Rafinesquina 1770 2275
N593 Rafinesquina 1624 2211
N594 Rafinesquina 1440 2051
N595 Rafinesquina 1330 1907
N596 Rafinesquina 1242 1673
N597 Rafinesquina 1226 1583
N598 Rafinesquina 1228 1377
N599 Rafinesquina 1236 1243
N600 Rafinesquina 1276 1189
N601 Rafinesquina 1060 904
N602 Rafinesquina 1336 864
N603 Rafinesquina 1664 832
N604 Rafinesquina 1860 828
N605 Rafinesquina 2016 808
N606 Rafinesquina 2112 816
N607 Rafinesquina 2352 840
N608 Rafinesquina 2612 876
N609 Rafinesquina 2872 908
N610 Rafinesquina 2980 912
N611 Rafinesquina 3128 1056
N612 Rafinesquina 3060 1300
N613 Rafinesquina 3012 1380
N614 Rafinesquina 2976 1684
N615 Rafinesquina 2944 1872
N616 Rafinesquina 2804 2124
N617 Rafinesquina 2400 2412
N618 Rafinesquina 2252 2476
N619 Rafinesquina 2128 2508
N620 Rafinesquina 1988 2536
N621 Rafinesquina 1744 2512
N622 Rafinesquina 1520 2456
N623 Rafinesquina 1332 2328
N624 Rafinesquina 1168 2184
N625 Rafinesquina 1020 1964
N626 Rafinesquina 944 1724
N627 Rafinesquina 900 1444
N628 Rafinesquina 880 1236
N629 Rafinesquina 856 1040
N630 Rafinesquina 956 964
N631 Rafinesquina 856 996
N632 Rafinesquina 1120 932
N633 Rafinesquina 1392 904
N634 Rafinesquina 1640 896
N635 Rafinesquina 1872 860
N636 Rafinesquina 2100 892
N637 Rafinesquina 2352 924
N638 Rafinesquina 2584 952
N639 Rafinesquina 2820 988
N640 Rafinesquina 2940 1092
N641 Rafinesquina 2956 1304
N642 Rafinesquina 2932 1560
N643 Rafinesquina 2916 1840
N644 Rafinesquina 2808 2060
N645 Rafinesquina 2636 2276
N646 Rafinesquina 2496 2416
N647 Rafinesquina 2340 2528
N648 Rafinesquina 2216 2588
N649 Rafinesquina 2088 2640
N650 Rafinesquina 1912 2692
N651 Rafinesquina 1736 2664
N652 Rafinesquina 1512 2640
N653 Rafinesquina 1384 2572
N654 Rafinesquina 1252 2520
N655 Rafinesquina 976 2224
N656 Rafinesquina 812 1956
N657 Rafinesquina 752 1712
N658 Rafinesquina 752 1452
N659 Rafinesquina 768 1264
N660 Rafinesquina 780 1100
N661 Rafinesquina 1132 1024
N662 Rafinesquina 1348 964
N663 Rafinesquina 1620 920
N664 Rafinesquina 1852 848
N665 Rafinesquina 1980 828
N666 Rafinesquina 2096 856
N667 Rafinesquina 2292 876
N668 Rafinesquina 2644 880
N669 Rafinesquina 2828 952
N670 Rafinesquina 2948 988
N671 Rafinesquina 2996 1164
N672 Rafinesquina 3024 1400
N673 Rafinesquina 3008 1636
N674 Rafinesquina 2928 1848
N675 Rafinesquina 2784 2048
N676 Rafinesquina 2572 2256
N677 Rafinesquina 2400 2336
N678 Rafinesquina 2216 2388
N679 Rafinesquina 2084 2448
N680 Rafinesquina 2012 2456
N681 Rafinesquina 1804 2444
N682 Rafinesquina 1612 2396
N683 Rafinesquina 1440 2260
N684 Rafinesquina 1244 2068
N685 Rafinesquina 1120 1888
N686 Rafinesquina 1032 1720
N687 Rafinesquina 1012 1580
N688 Rafinesquina 1028 1400
N689 Rafinesquina 1064 1228
N690 Rafinesquina 1076 1104
N691 Rafinesquina 1268 1044
N692 Rafinesquina 1544 1028
N693 Rafinesquina 1788 1000
N694 Rafinesquina 1992 1000
N695 Rafinesquina 2112 984
N696 Rafinesquina 2184 1004
N697 Rafinesquina 2464 1028
N698 Rafinesquina 2648 1060
N699 Rafinesquina 2872 1108
N700 Rafinesquina 3060 1160
N701 Rafinesquina 3092 1312
N702 Rafinesquina 3068 1560
N703 Rafinesquina 3068 1780
N704 Rafinesquina 3024 1996
N705 Rafinesquina 2908 2148
N706 Rafinesquina 2780 2328
N707 Rafinesquina 2624 2428
N708 Rafinesquina 2444 2528
N709 Rafinesquina 2308 2532
N710 Rafinesquina 2240 2588
N711 Rafinesquina 2032 2548
N712 Rafinesquina 1900 2504
N713 Rafinesquina 1720 2420
N714 Rafinesquina 1540 2320
N715 Rafinesquina 1428 2204
N716 Rafinesquina 1316 2052
N717 Rafinesquina 1220 1788
N718 Rafinesquina 1164 1532
N719 Rafinesquina 1148 1280
N720 Rafinesquina 1176 1128
N721 Rafinesquina 1148 996
N722 Rafinesquina 1388 944
N723 Rafinesquina 1640 896
N724 Rafinesquina 1860 888
N725 Rafinesquina 2060 848
N726 Rafinesquina 2284 916
N727 Rafinesquina 2496 916
N728 Rafinesquina 2724 932
N729 Rafinesquina 2848 952
N730 Rafinesquina 2952 992
N731 Rafinesquina 3036 1288
N732 Rafinesquina 3000 1544
N733 Rafinesquina 2980 1776
N734 Rafinesquina 2916 1972
N735 Rafinesquina 2796 2128
N736 Rafinesquina 2656 2296
N737 Rafinesquina 2500 2408
N738 Rafinesquina 2376 2456
N739 Rafinesquina 2212 2508
N740 Rafinesquina 2008 2516
N741 Rafinesquina 1804 2468
N742 Rafinesquina 1652 2408
N743 Rafinesquina 1456 2284
N744 Rafinesquina 1284 2128
N745 Rafinesquina 1168 1936
N746 Rafinesquina 1096 1712
N747 Rafinesquina 1060 1432
N748 Rafinesquina 1068 1268
N749 Rafinesquina 1096 1124
N750 Rafinesquina 1084 1044
N751 Rafinesquina 1280 912
N752 Rafinesquina 1456 912
N753 Rafinesquina 1656 884
N754 Rafinesquina 1868 864
N755 Rafinesquina 1984 844
N756 Rafinesquina 2220 860
N757 Rafinesquina 2508 888
N758 Rafinesquina 2760 900
N759 Rafinesquina 2884 916
N760 Rafinesquina 2992 992
N761 Rafinesquina 3068 1232
N762 Rafinesquina 3104 1400
N763 Rafinesquina 3064 1616
N764 Rafinesquina 3048 1808
N765 Rafinesquina 2920 2040
N766 Rafinesquina 2800 2236
N767 Rafinesquina 2680 2340
N768 Rafinesquina 2484 2408
N769 Rafinesquina 2364 2520
N770 Rafinesquina 2216 2504
N771 Rafinesquina 2040 2512
N772 Rafinesquina 1900 2496
N773 Rafinesquina 1700 2464
N774 Rafinesquina 1516 2404
N775 Rafinesquina 1304 2236
N776 Rafinesquina 1196 2096
N777 Rafinesquina 1092 1924
N778 Rafinesquina 1016 1652
N779 Rafinesquina 1036 1172
N780 Rafinesquina 1164 996
N781 Rafinesquina 1040 1108
N782 Rafinesquina 1264 924
N783 Rafinesquina 1548 804
N784 Rafinesquina 1856 792
N785 Rafinesquina 2052 764
N786 Rafinesquina 2316 808
N787 Rafinesquina 2580 840
N788 Rafinesquina 2828 896
N789 Rafinesquina 2956 984
N790 Rafinesquina 3032 1060
N791 Rafinesquina 3044 1380
N792 Rafinesquina 3024 1624
N793 Rafinesquina 3024 1816
N794 Rafinesquina 2912 2036
N795 Rafinesquina 2672 2260
N796 Rafinesquina 2524 2368
N797 Rafinesquina 2340 2476
N798 Rafinesquina 2196 2524
N799 Rafinesquina 2112 2528
N800 Rafinesquina 2008 2492
N801 Rafinesquina 1788 2444
N802 Rafinesquina 1620 2388
N803 Rafinesquina 1488 2296
N804 Rafinesquina 1336 2180
N805 Rafinesquina 1216 2092
N806 Rafinesquina 1144 1928
N807 Rafinesquina 1080 1752
N808 Rafinesquina 1060 1492
N809 Rafinesquina 1044 1344
N810 Rafinesquina 1024 1200
N811 Rafinesquina 1380 856
N812 Rafinesquina 1552 832
N813 Rafinesquina 1736 820
N814 Rafinesquina 1904 812
N815 Rafinesquina 2048 756
N816 Rafinesquina 2288 792
N817 Rafinesquina 2496 804
N818 Rafinesquina 2744 816
N819 Rafinesquina 2932 832
N820 Rafinesquina 3084 844
N821 Rafinesquina 3172 996
N822 Rafinesquina 3176 1212
N823 Rafinesquina 3160 1500
N824 Rafinesquina 3124 1728
N825 Rafinesquina 3036 1872
N826 Rafinesquina 2904 2012
N827 Rafinesquina 2736 2200
N828 Rafinesquina 2536 2316
N829 Rafinesquina 2360 2388
N830 Rafinesquina 2228 2352
N831 Rafinesquina 2032 2340
N832 Rafinesquina 1840 2288
N833 Rafinesquina 1692 2232
N834 Rafinesquina 1552 2156
N835 Rafinesquina 1420 2048
N836 Rafinesquina 1304 1888
N837 Rafinesquina 1176 1652
N838 Rafinesquina 1112 1344
N839 Rafinesquina 1120 1120
N840 Rafinesquina 1252 952
N841 Rafinesquina 968 856
N842 Rafinesquina 1208 848
N843 Rafinesquina 1452 852
N844 Rafinesquina 1640 844
N845 Rafinesquina 1864 804
N846 Rafinesquina 2068 836
N847 Rafinesquina 2224 840
N848 Rafinesquina 2428 868
N849 Rafinesquina 2632 888
N850 Rafinesquina 2848 956
N851 Rafinesquina 2920 1040
N852 Rafinesquina 2936 1240
N853 Rafinesquina 2904 1468
N854 Rafinesquina 2864 1640
N855 Rafinesquina 2908 1776
N856 Rafinesquina 2732 2116
N857 Rafinesquina 2504 2356
N858 Rafinesquina 2304 2496
N859 Rafinesquina 2148 2596
N860 Rafinesquina 1984 2656
N861 Rafinesquina 1768 2620
N862 Rafinesquina 1628 2608
N863 Rafinesquina 1492 2576
N864 Rafinesquina 1380 2460
N865 Rafinesquina 1220 2396
N866 Rafinesquina 1072 2224
N867 Rafinesquina 904 2052
N868 Rafinesquina 792 1524
N869 Rafinesquina 844 1224
N870 Rafinesquina 868 968
N871 Rafinesquina 1276 940
N872 Rafinesquina 1568 896
N873 Rafinesquina 1780 856
N874 Rafinesquina 1984 852
N875 Rafinesquina 2120 868
N876 Rafinesquina 2336 868
N877 Rafinesquina 2592 912
N878 Rafinesquina 2768 940
N879 Rafinesquina 2860 940
N880 Rafinesquina 2956 1016
N881 Rafinesquina 2984 1236
N882 Rafinesquina 2988 1392
N883 Rafinesquina 2984 1628
N884 Rafinesquina 2948 1892
N885 Rafinesquina 2844 2108
N886 Rafinesquina 2660 2272
N887 Rafinesquina 2480 2404
N888 Rafinesquina 2292 2472
N889 Rafinesquina 2084 2464
N890 Rafinesquina 1904 2428
N891 Rafinesquina 1696 2384
N892 Rafinesquina 1628 2356
N893 Rafinesquina 1460 2256
N894 Rafinesquina 1300 2088
N895 Rafinesquina 1220 1912
N896 Rafinesquina 1172 1732
N897 Rafinesquina 1168 1600
N898 Rafinesquina 1176 1308
N899 Rafinesquina 1208 1156
N900 Rafinesquina 1244 1020
