# [MORPHMET] Re: Trouble with 2-D morphomeric analysis in geomorph

```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.

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.

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
```