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This function transforms a list of GCM stacks by subsetting it to include only the variables specified in var_names, reprojecting it to match the CRS of study_area, cropping and masking it to study_area, and returning a list of data frames.

Usage

transform_gcms(s, var_names = c("bio_1", "bio_12"), study_area = NULL)

Arguments

s

A list of stacks of General Circulation Models (GCMs).

var_names

Character. A vector of names of the variables to include, or 'all' to include all variables.

study_area

An Extent object, or any object from which an Extent object can be extracted. Defines the study area for cropping and masking the rasters.

Value

A list of data frames, where each element corresponds to a GCM in the input list.

See also

Author

Luíz Fernando Esser (luizesser@gmail.com) https://luizfesser.wordpress.com

Examples

var_names <- c("bio_1", "bio_12")
s <- import_gcms(system.file("extdata", package = "chooseGCM"), var_names = var_names)
study_area <- terra::ext(c(-80, -30, -50, 10)) |> terra::vect(crs="epsg:4326")
transform_gcms(s, var_names, study_area)
#> $ae
#>       bio_1   bio_12
#> 4    33.726 1219.542
#> 7    32.513  788.438
#> 8    32.351  714.863
#> 9    31.481  711.118
#> 10   31.317  683.522
#> 33   28.615 2078.482
#> 34   31.633 2018.202
#> 35   25.162 1272.593
#> 36   32.926 1288.363
#> 37   34.169 1121.069
#> 38   33.943 1025.330
#> 39   33.192 1030.712
#> 40   32.697  975.972
#> 41   31.612  894.890
#> 42   31.537 1040.097
#> 63   24.727 2555.253
#> 64   27.151 1637.639
#> 65   24.149 1464.789
#> 66   32.974 1859.432
#> 67   33.738 1751.114
#> 68   33.013 1696.533
#> 69   31.121 1577.433
#> 70   32.099 1656.125
#> 71   30.831 1385.805
#> 72   29.574 1145.248
#> 73   31.811 1167.579
#> 93   23.824 1578.255
#> 94   24.379 1582.298
#> 95   32.122 2125.484
#> 96   32.636 2104.361
#> 97   33.034 2180.008
#> 98   32.829 2371.294
#> 99   32.009 2141.006
#> 100  30.454 1910.872
#> 101  31.340 1653.737
#> 102  31.902 1118.542
#> 103  32.928 1066.085
#> 104  33.246 1145.159
#> 105  33.315 1227.679
#> 106  32.573 1388.157
#> 123  22.851 1505.267
#> 124  29.772 2067.080
#> 125  32.739 2340.064
#> 126  32.292 2353.625
#> 127  32.231 2576.130
#> 128  32.542 2691.087
#> 129  32.899 2236.691
#> 130  31.163 1844.280
#> 131  32.906 1541.599
#> 132  34.484 1139.928
#> 133  33.936  974.462
#> 134  33.416 1055.960
#> 135  32.871 1077.858
#> 136  32.539 1235.210
#> 137  31.810 1452.572
#> 152  21.848 1833.893
#> 153  29.748 3137.842
#> 154  31.092 2693.583
#> 155  31.661 2566.225
#> 156  31.426 2774.257
#> 157  31.407 2846.601
#> 158  32.090 2509.065
#> 159  32.006 1964.984
#> 160  33.186 1740.571
#> 161  34.189 1385.973
#> 162  34.903 1261.626
#> 163  34.230 1139.984
#> 164  33.783 1168.225
#> 165  33.108 1212.776
#> 166  32.252 1252.380
#> 167  31.835 1366.780
#> 181  23.104 1615.583
#> 182  25.336 2971.976
#> 183  30.635 3118.711
#> 184  31.098 2917.831
#> 185  31.292 2653.122
#> 186  31.308 2764.585
#> 187  31.096 2765.808
#> 188  31.561 2351.111
#> 189  32.876 1775.013
#> 190  33.937 1784.624
#> 191  34.358 1650.037
#> 192  34.962 1476.256
#> 193  35.020 1349.988
#> 194  34.901 1407.310
#> 195  34.000 1391.267
#> 196  32.572 1214.967
#> 197  32.397 1261.148
#> 198  31.514 1584.583
#> 212  29.041 2770.255
#> 213  31.033 2931.064
#> 214  31.128 3153.833
#> 215  31.316 2844.981
#> 216  31.474 2827.087
#> 217  31.338 2739.506
#> 218  31.661 2430.061
#> 219  32.916 2228.537
#> 220  33.866 2040.579
#> 221  34.522 1810.228
#> 222  35.291 1592.393
#> 223  35.720 1372.908
#> 224  35.808 1304.407
#> 225  34.926 1143.866
#> 226  33.590  934.536
#> 227  33.169 1037.682
#> 228  32.405 1513.080
#> 229  31.639 1868.582
#> 230  30.738 1783.270
#> 231  30.523 1770.890
#> 241  24.181 1120.287
#> 242  31.352 2110.776
#> 243  31.927 2269.650
#> 244  31.555 2598.367
#> 245  31.263 2713.544
#> 246  31.519 2614.495
#> 247  31.523 2303.607
#> 248  31.710 2212.855
#> 249  32.629 1985.718
#> 250  33.561 1663.609
#> 251  34.494 1800.811
#> 252  35.490 1656.574
#> 253  36.159 1439.540
#> 254  36.223 1397.640
#> 255  35.356 1211.336
#> 256  33.909  955.905
#> 257  33.096  965.921
#> 258  33.058 1036.061
#> 259  32.817 1241.876
#> 260  31.396 1217.108
#> 261  31.429 1214.803
#> 262  32.257 1348.875
#> 263  31.953 1289.822
#> 264  29.977  822.660
#> 271  24.116  722.458
#> 272  25.546 1272.319
#> 273  32.084 2015.349
#> 274  31.862 2272.053
#> 275  31.041 2450.961
#> 276  31.050 2434.439
#> 277  31.277 2441.313
#> 278  31.690 2225.714
#> 279  32.456 2129.075
#> 280  33.343 1782.503
#> 281  34.402 1531.023
#> 282  35.485 1680.828
#> 283  35.788 1505.247
#> 284  35.718 1478.328
#> 285  35.010 1484.417
#> 286  34.084 1165.139
#> 287  33.131 1059.638
#> 288  32.840 1046.634
#> 289  33.196 1003.175
#> 290  31.926  966.973
#> 291  31.275  852.174
#> 292  31.662  997.366
#> 293  31.760 1067.646
#> 294  29.941  639.383
#> 295  31.024  688.318
#> 302  21.261  989.559
#> 303  31.122 1833.817
#> 304  31.500 1934.939
#> 305  30.689 2059.870
#> 306  30.608 2139.635
#> 307  30.855 2257.653
#> 308  31.430 2058.430
#> 309  32.326 2059.958
#> 310  32.936 1812.666
#> 311  33.648 1573.151
#> 312  34.445 1599.725
#> 313  34.665 1311.498
#> 314  34.568 1379.388
#> 315  34.367 1323.789
#> 316  33.840 1309.850
#> 317  32.733 1256.964
#> 318  32.392 1231.424
#> 319  32.925 1152.761
#> 320  32.286 1040.871
#> 321  31.395  855.962
#> 322  31.631  829.841
#> 323  31.859  737.482
#> 324  30.314  590.088
#> 325  29.066  734.467
#> 326  28.364  626.642
#> 327  27.408  668.010
#> 333  27.252 2265.122
#> 334  31.392 1737.387
#> 335  30.807 1593.399
#> 336  30.474 1721.259
#> 337  30.475 1940.159
#> 338  31.312 1856.784
#> 339  32.266 1715.213
#> 340  32.426 1704.440
#> 341  32.499 1701.567
#> 342  33.163 1518.599
#> 343  33.700 1294.367
#> 344  33.964 1249.348
#> 345  33.928 1323.264
#> 346  33.479 1310.236
#> 347  32.951 1322.806
#> 348  32.660 1278.934
#> 349  32.505 1199.063
#> 350  31.813 1044.761
#> 351  31.027  913.722
#> 352  30.983  753.709
#> 353  31.369  603.299
#> 354  30.026  472.017
#> 355  28.565  449.386
#> 356  28.050  543.385
#> 363  16.129 1271.029
#> 364  28.234 1652.326
#> 365  30.561 1662.627
#> 366  30.375 1772.358
#> 367  30.821 1503.985
#> 368  31.834 1572.582
#> 369  32.855 1703.474
#> 370  32.017 1649.509
#> 371  31.543 1532.241
#> 372  31.812 1505.536
#> 373  32.301 1391.644
#> 374  32.754 1347.387
#> 375  32.989 1278.242
#> 376  32.774 1350.650
#> 377  33.097 1286.864
#> 378  33.783 1202.969
#> 379  32.329 1177.552
#> 380  31.195 1070.889
#> 381  29.718  895.767
#> 382  30.127  795.210
#> 383  29.904  616.100
#> 384  27.242  571.197
#> 385  27.769  569.928
#> 394  20.097 1355.132
#> 395  24.069 1546.684
#> 396  29.204 3102.347
#> 397  30.806 2179.229
#> 398  31.869 1555.422
#> 399  32.708 1465.453
#> 400  32.394 1449.267
#> 401  31.673 1387.639
#> 402  31.280 1464.396
#> 403  31.274 1567.049
#> 404  31.667 1565.602
#> 405  31.451 1454.417
#> 406  31.497 1278.660
#> 407  32.090 1173.896
#> 408  33.341 1149.236
#> 409  32.319 1193.195
#> 410  31.403 1170.729
#> 411  29.892 1129.425
#> 412  29.745  863.446
#> 413  28.081  711.355
#> 414  26.480  722.555
#> 424  13.515 1025.978
#> 425  12.523 1201.366
#> 426  12.205 1195.865
#> 427  21.616 1750.638
#> 428  30.311 1785.936
#> 429  31.808 1505.017
#> 430  32.156 1325.347
#> 431  31.898 1260.082
#> 432  31.603 1448.072
#> 433  30.670 1599.646
#> 434  30.936 1554.153
#> 435  30.755 1389.531
#> 436  30.107 1380.640
#> 437  31.169 1192.604
#> 438  32.161 1193.495
#> 439  30.836 1250.146
#> 440  29.621 1331.846
#> 441  29.175 1190.289
#> 442  29.586  869.995
#> 443  27.923  727.115
#> 444  26.282  624.509
#> 456  11.002  779.604
#> 457  14.730  982.530
#> 458  24.827 1491.066
#> 459  30.395 2554.945
#> 460  31.297 2044.890
#> 461  30.877 1109.779
#> 462  31.749 1197.306
#> 463  32.418 1370.469
#> 464  31.890 1205.944
#> 465  31.065 1224.406
#> 466  29.618 1414.144
#> 467  30.212 1339.336
#> 468  30.818 1415.557
#> 469  28.979 1509.744
#> 470  27.748 1486.852
#> 471  28.769 1366.351
#> 472  28.780 1013.711
#> 473  26.795  871.118
#> 474  26.620  779.766
#> 487  12.276  403.317
#> 488  14.875  500.549
#> 489  21.053 1302.586
#> 490  27.577 1621.469
#> 491  30.311  973.253
#> 492  31.437 1084.634
#> 493  32.433 1270.229
#> 494  32.652 1105.407
#> 495  32.153 1191.331
#> 496  30.079 1365.952
#> 497  28.816 1501.335
#> 498  29.314 1607.221
#> 499  29.087 1604.861
#> 500  28.004 1576.995
#> 501  28.650 1301.544
#> 502  27.177 1171.648
#> 503  26.751 1085.912
#> 504  27.791  954.097
#> 517  14.046  128.647
#> 518  14.200  204.173
#> 519  17.020  408.888
#> 520  24.632  681.107
#> 521  29.593  650.367
#> 522  30.717  664.050
#> 523  31.963  851.499
#> 524  32.201 1027.035
#> 525  31.764 1245.841
#> 526  30.347 1385.777
#> 527  29.409 1461.663
#> 528  29.713 1432.805
#> 529  29.202 1495.530
#> 530  27.095 1603.776
#> 531  27.020 1496.941
#> 532  26.472 1462.666
#> 533  26.687 1353.814
#> 547  16.683   33.775
#> 548  13.351   96.561
#> 549  17.677  290.349
#> 550  24.617  772.514
#> 551  28.525  568.111
#> 552  29.674  567.111
#> 553  30.905  772.061
#> 554  30.671 1166.793
#> 555  30.011 1431.083
#> 556  29.801 1440.700
#> 557  29.867 1271.842
#> 558  29.158 1156.872
#> 559  29.004 1244.617
#> 560  27.190 1513.107
#> 561  25.680 1665.160
#> 562  24.870 1715.102
#> 563  25.401 1356.231
#> 577  18.601   13.387
#> 578  10.781   80.239
#> 579  15.081  245.057
#> 580  25.441 1122.552
#> 581  27.755  794.967
#> 582  28.633  682.240
#> 583  29.409  852.635
#> 584  29.432 1424.347
#> 585  28.369 1687.585
#> 586  28.455 1591.646
#> 587  28.268 1308.892
#> 588  27.720 1291.907
#> 589  26.563 1298.734
#> 590  25.738 1422.218
#> 591  23.498 1726.438
#> 607  17.890   13.693
#> 608  12.766   70.150
#> 609  15.825  331.415
#> 610  25.207  889.151
#> 611  26.763  765.931
#> 612  27.236  799.119
#> 613  27.973 1066.755
#> 614  28.684 1507.700
#> 615  28.079 1840.939
#> 616  26.678 1827.181
#> 617  25.290 1789.956
#> 618  24.144 1770.014
#> 619  23.729 1610.423
#> 637  13.803   31.569
#> 638  11.338   80.872
#> 639  18.240  339.062
#> 640  24.646  757.268
#> 641  26.046  709.746
#> 642  26.082 1008.196
#> 643  26.623 1323.951
#> 644  27.019 1703.966
#> 645  26.794 1927.941
#> 646  25.076 2240.303
#> 647  22.782 2461.296
#> 648  21.428 2256.187
#> 667   9.061   83.394
#> 668  16.068  150.190
#> 669  21.138  611.235
#> 670  24.496  719.316
#> 671  25.105  748.194
#> 672  24.977 1106.087
#> 673  25.188 1477.854
#> 674  25.732 1725.568
#> 675  25.839 2039.672
#> 676  24.592 2384.174
#> 677  22.958 2663.880
#> 678  20.398 2455.220
#> 697   9.709  141.034
#> 698  19.066  258.216
#> 699  23.348  482.564
#> 700  23.857  669.977
#> 701  23.948  877.427
#> 702  23.784 1067.193
#> 703  24.105 1261.682
#> 704  24.422 1698.453
#> 705  24.420 2039.019
#> 706  23.876 2263.596
#> 707  23.051 2133.008
#> 727  13.394  177.686
#> 728  21.453  333.013
#> 729  22.866  523.658
#> 730  20.612  750.894
#> 731  22.234  925.526
#> 732  22.688 1054.610
#> 733  22.939 1239.779
#> 734  23.080 1596.871
#> 735  22.655 1753.362
#> 736  23.078 1898.388
#> 757  12.495  260.512
#> 758  22.319  334.635
#> 759  21.301  600.442
#> 760  19.549  806.482
#> 761  20.587  909.350
#> 762  21.290 1030.283
#> 764  21.649 1353.077
#> 765  21.305 1423.914
#> 766  21.189 1546.278
#> 787  12.102  366.880
#> 788  19.967  305.989
#> 789  19.663  516.273
#> 790  19.824  831.117
#> 791  19.619  988.656
#> 792  19.902 1011.439
#> 816  11.325  627.855
#> 817  13.325  356.191
#> 818  18.552  322.041
#> 819  19.090  551.317
#> 820  19.135  792.316
#> 821  19.012  898.546
#> 822  19.114 1038.755
#> 823  19.048 1024.739
#> 846  11.644  710.070
#> 847  16.124  206.568
#> 848  18.254  300.140
#> 849  18.598  447.695
#> 850  18.427  557.922
#> 851  17.636  811.180
#> 852  17.271  908.426
#> 853  16.966  895.255
#> 876  11.802  593.816
#> 877  16.077  158.810
#> 878  17.678  250.318
#> 879  18.375  325.049
#> 880  18.254  371.670
#> 906  11.293  518.881
#> 907  12.539  200.753
#> 908  14.458  216.357
#> 936  11.543  408.790
#> 937  11.883  189.703
#> 938  14.028  192.734
#> 966  10.787  325.573
#> 967  13.218  147.143
#> 968  15.135  179.239
#> 996  11.479  233.496
#> 997  13.725  151.800
#> 1025  7.852  652.387
#> 1026 10.691  154.954
#> 1027 13.031  201.247
#> 1055  7.734  588.390
#> 1056 10.522  149.629
#> 1057 12.276  169.615
#> 
#> $cc
#>       bio_1   bio_12
#> 4    34.634 1306.797
#> 7    33.514  875.463
#> 8    33.624  730.432
#> 9    32.744  762.155
#> 10   32.027  839.989
#> 33   30.467 2131.668
#> 34   33.748 2248.624
#> 35   27.044 1510.893
#> 36   34.275 1533.963
#> 37   35.503 1330.987
#> 38   35.421 1100.884
#> 39   34.591 1140.500
#> 40   33.885 1163.639
#> 41   32.148 1250.068
#> 42   31.616 1491.816
#> 63   26.621 2899.701
#> 64   29.457 1905.444
#> 65   26.587 1777.906
#> 66   35.117 2129.264
#> 67   35.861 1959.979
#> 68   35.246 1675.054
#> 69   32.970 1708.326
#> 70   33.424 1955.679
#> 71   31.707 1838.692
#> 72   29.840 1701.295
#> 73   31.985 1807.500
#> 93   25.472 1934.866
#> 94   26.607 1867.898
#> 95   34.724 2426.486
#> 96   35.068 2310.131
#> 97   35.380 2343.501
#> 98   35.337 2277.330
#> 99   34.311 2281.886
#> 100  32.408 2208.128
#> 101  32.730 1984.242
#> 102  32.739 1454.862
#> 103  33.235 1578.384
#> 104  33.118 1855.267
#> 105  32.764 2133.685
#> 106  31.863 2487.022
#> 123  24.675 1956.603
#> 124  32.126 2313.758
#> 125  35.440 2379.826
#> 126  34.905 2460.648
#> 127  34.798 2753.459
#> 128  35.364 2861.618
#> 129  35.585 2458.498
#> 130  33.467 2078.037
#> 131  34.470 1729.243
#> 132  35.432 1345.181
#> 133  34.404 1300.379
#> 134  33.618 1626.055
#> 135  32.876 1861.596
#> 136  32.288 2236.562
#> 137  31.757 2584.928
#> 152  23.249 2354.446
#> 153  31.781 3718.158
#> 154  33.663 2779.586
#> 155  34.634 2562.812
#> 156  34.417 2885.216
#> 157  34.491 3215.688
#> 158  35.382 3019.972
#> 159  35.042 2375.742
#> 160  35.524 2043.902
#> 161  35.676 1619.054
#> 162  35.758 1530.287
#> 163  34.706 1534.097
#> 164  34.097 1766.567
#> 165  33.326 1958.350
#> 166  32.418 2132.933
#> 167  32.204 2317.537
#> 181  24.192 1765.122
#> 182  26.886 2988.130
#> 183  33.011 3145.911
#> 184  33.980 2840.592
#> 185  34.484 2712.830
#> 186  34.588 2978.457
#> 187  34.576 3271.716
#> 188  35.185 2944.730
#> 189  36.088 2206.504
#> 190  36.257 2165.767
#> 191  35.909 2061.673
#> 192  35.817 1923.088
#> 193  35.346 1885.043
#> 194  34.849 2158.863
#> 195  33.789 2232.514
#> 196  32.533 2112.431
#> 197  32.787 2185.818
#> 198  32.734 2453.649
#> 212  31.012 2641.066
#> 213  33.795 2930.245
#> 214  34.395 3116.443
#> 215  34.877 2885.418
#> 216  35.153 2908.307
#> 217  35.193 3077.263
#> 218  35.572 2954.365
#> 219  36.398 2766.943
#> 220  36.568 2486.989
#> 221  36.321 2226.636
#> 222  36.176 2099.602
#> 223  35.918 1961.650
#> 224  35.559 2044.145
#> 225  34.565 1936.206
#> 226  33.342 1762.158
#> 227  33.022 2052.960
#> 228  32.734 2630.346
#> 229  32.747 2704.558
#> 230  32.172 2374.214
#> 231  32.130 2343.030
#> 241  26.260 1089.720
#> 242  33.694 2083.508
#> 243  34.955 2342.570
#> 244  35.133 2519.899
#> 245  35.168 2573.655
#> 246  35.557 2436.619
#> 247  35.630 2353.005
#> 248  35.744 2514.839
#> 249  36.366 2406.953
#> 250  36.721 2010.926
#> 251  36.866 2067.686
#> 252  36.888 1962.203
#> 253  36.568 1866.078
#> 254  35.739 2022.881
#> 255  34.416 1939.903
#> 256  32.926 1770.853
#> 257  32.220 2020.243
#> 258  32.508 2264.043
#> 259  33.246 2315.119
#> 260  32.494 1875.475
#> 261  32.830 1699.684
#> 262  33.695 1783.021
#> 263  33.331 1622.102
#> 264  31.335  988.792
#> 271  25.943  741.084
#> 272  27.820 1307.446
#> 273  35.075 1969.962
#> 274  35.439 2138.087
#> 275  35.005 2305.436
#> 276  35.041 2182.533
#> 277  35.331 2239.040
#> 278  35.729 2186.344
#> 279  36.220 2343.650
#> 280  36.588 2120.119
#> 281  36.874 1843.574
#> 282  37.114 1987.972
#> 283  36.706 1772.578
#> 284  35.890 1877.610
#> 285  34.634 2065.164
#> 286  33.485 1804.156
#> 287  32.614 1789.534
#> 288  32.500 1855.509
#> 289  33.502 1730.180
#> 290  32.732 1485.602
#> 291  32.420 1192.541
#> 292  33.010 1265.846
#> 293  33.176 1244.242
#> 294  31.309  694.012
#> 295  32.324  695.472
#> 302  23.415 1163.063
#> 303  33.801 1658.407
#> 304  34.746 1709.454
#> 305  34.423 1901.301
#> 306  34.468 1912.657
#> 307  34.857 1873.761
#> 308  35.474 1726.135
#> 309  36.109 1957.737
#> 310  36.215 1943.633
#> 311  36.179 1823.826
#> 312  36.327 1916.849
#> 313  36.146 1556.971
#> 314  35.579 1695.740
#> 315  34.986 1676.682
#> 316  34.234 1684.659
#> 317  33.178 1642.299
#> 318  32.977 1655.825
#> 319  33.634 1570.948
#> 320  33.218 1361.740
#> 321  32.556 1039.757
#> 322  32.999  912.376
#> 323  33.292  748.456
#> 324  31.748  558.545
#> 325  30.464  671.042
#> 326  29.571  567.602
#> 327  28.508  597.959
#> 333  29.329 2000.912
#> 334  34.134 1373.717
#> 335  34.165 1306.538
#> 336  34.366 1580.997
#> 337  34.583 1656.945
#> 338  35.420 1490.683
#> 339  36.204 1418.766
#> 340  35.968 1558.876
#> 341  35.317 1757.414
#> 342  35.303 1703.419
#> 343  35.460 1533.032
#> 344  35.465 1496.146
#> 345  35.261 1587.627
#> 346  34.635 1532.232
#> 347  34.036 1502.281
#> 348  33.818 1455.056
#> 349  33.536 1368.379
#> 350  32.997 1149.453
#> 351  32.344  926.374
#> 352  32.343  681.827
#> 353  32.681  489.248
#> 354  31.388  365.133
#> 355  29.904  346.175
#> 356  29.042  459.698
#> 363  17.973 1435.739
#> 364  30.653 1644.116
#> 365  33.468 1394.518
#> 366  33.682 1503.625
#> 367  34.427 1311.713
#> 368  35.776 1291.161
#> 369  36.870 1290.496
#> 370  35.851 1309.991
#> 371  34.841 1410.318
#> 372  34.513 1523.264
#> 373  34.544 1506.069
#> 374  34.773 1497.883
#> 375  34.925 1412.886
#> 376  34.496 1457.463
#> 377  34.583 1376.064
#> 378  34.941 1256.823
#> 379  33.534 1203.206
#> 380  32.698 1043.710
#> 381  31.451  792.640
#> 382  31.852  624.493
#> 383  31.458  438.390
#> 384  28.688  407.830
#> 385  29.032  438.274
#> 394  22.154 1484.339
#> 395  26.393 1442.191
#> 396  31.797 2496.921
#> 397  33.913 1740.168
#> 398  35.600 1354.291
#> 399  36.671 1236.681
#> 400  36.376 1152.168
#> 401  35.376 1127.588
#> 402  34.546 1293.553
#> 403  34.073 1495.769
#> 404  34.180 1551.971
#> 405  33.852 1430.031
#> 406  33.704 1207.201
#> 407  34.046 1131.080
#> 408  34.856 1128.245
#> 409  33.924 1106.123
#> 410  33.274  979.725
#> 411  32.107  843.666
#> 412  31.939  588.082
#> 413  29.926  461.834
#> 414  27.972  496.680
#> 424  15.304 1234.959
#> 425  14.611 1428.177
#> 426  14.510 1242.536
#> 427  24.520 1586.180
#> 428  33.716 1466.982
#> 429  35.608 1378.310
#> 430  36.035 1226.934
#> 431  35.710 1065.280
#> 432  35.273 1194.625
#> 433  34.049 1343.907
#> 434  34.027 1342.251
#> 435  33.674 1231.915
#> 436  32.783 1210.234
#> 437  33.621 1062.953
#> 438  34.367 1052.590
#> 439  33.100  989.262
#> 440  32.005  917.246
#> 441  31.728  739.887
#> 442  32.007  520.058
#> 443  29.935  432.477
#> 444  27.719  400.452
#> 456  12.905 1003.997
#> 457  17.155 1101.963
#> 458  27.801 1255.006
#> 459  34.102 2126.303
#> 460  35.430 1722.604
#> 461  34.957  969.966
#> 462  35.702 1024.759
#> 463  36.177 1140.058
#> 464  35.371 1029.813
#> 465  34.258 1063.707
#> 466  32.552 1194.237
#> 467  33.052 1103.343
#> 468  33.557 1081.404
#> 469  31.689 1006.736
#> 470  30.433  859.206
#> 471  31.489  756.437
#> 472  31.326  556.380
#> 473  28.980  478.966
#> 474  28.012  476.732
#> 487  14.439  663.478
#> 488  17.355  599.663
#> 489  24.461 1142.615
#> 490  31.747 1185.011
#> 491  34.798  804.284
#> 492  35.859  949.051
#> 493  36.565 1070.113
#> 494  36.371  966.502
#> 495  35.506 1084.296
#> 496  33.157 1181.666
#> 497  31.848 1179.723
#> 498  32.345 1131.024
#> 499  32.030 1028.109
#> 500  30.834  936.912
#> 501  31.435  749.470
#> 502  29.866  642.336
#> 503  29.168  574.983
#> 504  29.177  573.651
#> 517  16.314  219.231
#> 518  16.515  294.763
#> 519  19.819  413.055
#> 520  28.567  502.362
#> 521  34.306  503.812
#> 522  35.572  547.189
#> 523  36.522  697.201
#> 524  36.302  859.008
#> 525  35.551 1077.696
#> 526  33.784 1151.395
#> 527  32.703 1124.445
#> 528  32.996 1030.294
#> 529  32.350 1026.451
#> 530  30.143 1054.271
#> 531  29.962  893.258
#> 532  29.248  775.850
#> 533  29.117  693.600
#> 547  19.132   50.865
#> 548  16.088  142.863
#> 549  20.263  292.290
#> 550  28.434  538.441
#> 551  33.441  392.093
#> 552  34.774  420.749
#> 553  35.682  591.846
#> 554  35.228  875.615
#> 555  34.428 1073.056
#> 556  33.795 1093.334
#> 557  33.626  986.145
#> 558  32.881  903.679
#> 559  32.553  943.231
#> 560  30.533 1047.123
#> 561  28.753  952.100
#> 562  27.664  863.432
#> 563  27.913  685.700
#> 577  21.407   18.920
#> 578  14.108  122.929
#> 579  17.913  244.845
#> 580  29.326  781.121
#> 581  32.533  543.014
#> 582  33.495  495.314
#> 583  34.124  612.373
#> 584  34.208  974.372
#> 585  33.135 1155.081
#> 586  32.789 1121.811
#> 587  32.339  975.048
#> 588  31.753  986.806
#> 589  30.377  924.878
#> 590  29.181  887.955
#> 591  26.205  951.089
#> 607  21.049   17.049
#> 608  16.548   99.836
#> 609  19.099  301.831
#> 610  29.141  647.374
#> 611  31.112  541.557
#> 612  31.627  576.918
#> 613  32.475  747.022
#> 614  33.436 1002.145
#> 615  32.873 1219.263
#> 616  31.121 1242.079
#> 617  29.415 1224.818
#> 618  28.211 1159.823
#> 619  27.740  992.070
#> 637  17.245   35.594
#> 638  15.218  105.725
#> 639  21.920  300.176
#> 640  28.482  574.298
#> 641  29.824  527.396
#> 642  29.894  741.764
#> 643  30.671  940.239
#> 644  31.392 1163.333
#> 645  31.259 1289.718
#> 646  29.045 1488.639
#> 647  26.382 1538.507
#> 648  24.983 1270.587
#> 667  12.689   81.660
#> 668  20.142  161.983
#> 669  25.104  537.467
#> 670  28.017  590.017
#> 671  28.207  621.373
#> 672  28.200  889.936
#> 673  28.835 1122.022
#> 674  29.643 1260.517
#> 675  29.716 1450.604
#> 676  27.946 1616.710
#> 677  25.931 1647.552
#> 678  23.254 1376.136
#> 697  13.304  123.709
#> 698  23.421  238.060
#> 699  27.330  437.884
#> 700  26.787  602.988
#> 701  26.386  810.310
#> 702  26.534  959.470
#> 703  27.404 1063.537
#> 704  27.746 1367.199
#> 705  27.497 1584.076
#> 706  26.579 1695.713
#> 707  25.489 1537.485
#> 727  16.871  150.885
#> 728  25.533  302.771
#> 729  26.292  490.655
#> 730  22.954  724.700
#> 731  24.284  924.840
#> 732  25.076 1043.851
#> 733  25.802 1175.019
#> 734  25.878 1468.831
#> 735  25.223 1563.505
#> 736  25.436 1640.163
#> 757  15.845  220.891
#> 758  25.919  310.067
#> 759  24.220  571.550
#> 760  21.632  805.937
#> 761  22.476  945.833
#> 762  23.440 1080.673
#> 764  24.131 1398.199
#> 765  23.524 1457.524
#> 766  23.300 1563.557
#> 787  15.204  319.865
#> 788  23.095  295.031
#> 789  22.308  497.479
#> 790  21.911  834.907
#> 791  21.513 1015.884
#> 792  21.892 1070.496
#> 816  14.136  552.223
#> 817  16.233  323.001
#> 818  21.324  325.962
#> 819  21.517  566.082
#> 820  21.214  820.748
#> 821  20.882  927.263
#> 822  20.950 1121.287
#> 823  21.039 1163.619
#> 846  14.470  636.080
#> 847  19.037  193.432
#> 848  20.860  314.615
#> 849  20.908  477.602
#> 850  20.488  597.256
#> 851  19.469  855.200
#> 852  19.001  995.027
#> 853  18.727 1045.487
#> 876  14.786  560.426
#> 877  19.049  152.294
#> 878  20.326  257.689
#> 879  20.650  340.602
#> 880  20.223  394.696
#> 906  14.214  514.546
#> 907  15.367  201.119
#> 908  17.061  224.229
#> 936  14.298  425.775
#> 937  14.559  196.812
#> 938  16.519  199.988
#> 966  13.489  353.329
#> 967  15.847  155.793
#> 968  17.570  188.200
#> 996  14.077  256.632
#> 997  16.278  160.584
#> 1025  9.828  690.179
#> 1026 13.183  163.592
#> 1027 15.453  208.584
#> 1055  9.632  626.963
#> 1056 12.919  157.307
#> 1057 14.600  175.462
#> 
#> $ch
#>       bio_1   bio_12
#> 4    33.119 2064.310
#> 7    32.107 1411.165
#> 8    32.825 1257.169
#> 9    32.451 1024.622
#> 10   32.065  944.737
#> 33   29.189 3150.717
#> 34   31.891 3098.888
#> 35   25.084 1777.203
#> 36   32.327 1745.589
#> 37   33.537 1954.221
#> 38   33.532 1869.314
#> 39   33.259 1597.409
#> 40   33.025 1396.955
#> 41   31.508 1370.610
#> 42   31.270 1752.151
#> 63   25.404 3962.162
#> 64   27.723 2528.304
#> 65   24.390 2009.859
#> 66   33.111 2428.649
#> 67   33.678 2710.282
#> 68   32.858 2613.191
#> 69   30.667 2453.827
#> 70   31.669 2368.062
#> 71   30.397 2104.746
#> 72   28.583 1915.788
#> 73   31.233 2058.374
#> 93   24.703 2412.169
#> 94   25.014 2156.303
#> 95   32.693 2779.606
#> 96   32.785 2716.854
#> 97   32.855 2926.173
#> 98   32.536 3137.101
#> 99   31.527 3008.769
#> 100  29.864 2838.543
#> 101  30.915 2270.816
#> 102  31.662 1546.210
#> 103  31.882 1716.017
#> 104  31.941 2055.257
#> 105  32.003 2134.513
#> 106  31.615 2200.947
#> 123  23.557 1988.832
#> 124  30.219 2389.155
#> 125  32.955 2759.488
#> 126  32.229 2829.151
#> 127  31.909 3265.897
#> 128  32.232 3547.321
#> 129  32.327 2814.290
#> 130  30.387 2713.284
#> 131  32.137 2131.694
#> 132  33.721 1586.871
#> 133  32.596 1627.263
#> 134  31.820 1866.255
#> 135  31.433 1807.233
#> 136  31.514 1853.317
#> 137  31.449 2101.154
#> 152  22.597 2077.023
#> 153  30.327 3287.243
#> 154  31.380 2732.579
#> 155  31.931 2678.066
#> 156  31.611 3086.131
#> 157  31.426 3475.493
#> 158  32.002 3313.462
#> 159  31.390 2740.244
#> 160  32.124 2475.861
#> 161  32.848 1997.804
#> 162  33.213 1907.016
#> 163  32.271 1911.220
#> 164  31.912 1864.003
#> 165  31.640 1824.292
#> 166  31.276 1779.911
#> 167  31.621 1869.838
#> 181  23.400 1887.669
#> 182  26.091 3062.006
#> 183  31.089 3140.433
#> 184  31.586 2873.574
#> 185  31.822 2811.998
#> 186  31.765 3082.258
#> 187  31.413 3433.539
#> 188  31.707 3139.212
#> 189  32.344 2413.549
#> 190  32.447 2534.151
#> 191  32.483 2359.937
#> 192  32.710 2196.425
#> 193  32.542 2236.970
#> 194  32.648 2284.056
#> 195  32.252 2112.327
#> 196  31.567 1715.299
#> 197  32.208 1725.547
#> 198  32.286 2096.959
#> 212  29.643 2741.739
#> 213  31.512 3008.576
#> 214  31.784 3338.876
#> 215  31.998 3274.336
#> 216  32.057 3211.128
#> 217  31.827 3382.606
#> 218  31.920 3153.061
#> 219  32.496 2983.645
#> 220  32.570 2732.148
#> 221  32.518 2522.695
#> 222  32.603 2384.819
#> 223  32.762 2298.462
#> 224  33.062 2295.281
#> 225  32.767 1910.284
#> 226  32.197 1513.478
#> 227  32.181 1583.406
#> 228  31.987 2064.596
#> 229  32.186 2323.478
#> 230  31.856 2104.943
#> 231  31.982 2163.688
#> 241  24.927 1222.654
#> 242  31.691 2185.533
#> 243  32.298 2391.332
#> 244  32.168 2716.756
#> 245  31.992 2965.652
#> 246  32.190 2920.697
#> 247  32.068 2724.134
#> 248  32.076 2718.671
#> 249  32.481 2591.048
#> 250  32.659 2258.769
#> 251  32.760 2433.548
#> 252  33.096 2305.349
#> 253  33.174 2128.544
#> 254  33.038 2287.632
#> 255  32.429 2064.377
#> 256  31.492 1708.419
#> 257  31.095 1759.332
#> 258  31.543 1835.451
#> 259  32.325 1923.544
#> 260  31.728 1684.839
#> 261  31.993 1594.589
#> 262  32.814 1813.725
#> 263  32.498 1773.497
#> 264  30.751 1096.397
#> 271  24.806  809.111
#> 272  25.858 1425.561
#> 273  32.535 2091.013
#> 274  32.426 2360.449
#> 275  31.766 2612.443
#> 276  31.737 2589.761
#> 277  31.818 2685.961
#> 278  32.010 2635.593
#> 279  32.360 2719.241
#> 280  32.654 2404.438
#> 281  32.893 2123.938
#> 282  33.265 2373.647
#> 283  33.100 2080.296
#> 284  32.863 2140.225
#> 285  32.171 2264.532
#> 286  31.510 1904.949
#> 287  30.972 1797.497
#> 288  31.062 1838.162
#> 289  32.355 1707.814
#> 290  31.773 1496.827
#> 291  31.447 1182.422
#> 292  31.969 1295.298
#> 293  32.103 1383.072
#> 294  30.396  837.305
#> 295  31.760  880.690
#> 302  22.162 1182.281
#> 303  31.700 1924.176
#> 304  32.077 1993.053
#> 305  31.276 2194.354
#> 306  31.183 2198.985
#> 307  31.328 2278.630
#> 308  31.697 2245.776
#> 309  32.261 2466.825
#> 310  32.349 2353.155
#> 311  32.340 2169.048
#> 312  32.530 2392.538
#> 313  32.433 1954.186
#> 314  32.306 2114.377
#> 315  32.158 2042.248
#> 316  31.886 1996.073
#> 317  31.171 1914.765
#> 318  31.334 1889.750
#> 319  32.310 1763.677
#> 320  31.972 1542.500
#> 321  31.446 1201.130
#> 322  31.965 1052.787
#> 323  32.276  902.713
#> 324  30.788  714.907
#> 325  29.775  869.965
#> 326  29.295  778.299
#> 327  28.621  702.836
#> 333  27.996 2242.793
#> 334  32.015 1820.964
#> 335  31.380 1772.109
#> 336  31.024 1905.295
#> 337  30.961 1944.295
#> 338  31.626 1860.198
#> 339  32.356 1828.270
#> 340  32.161 2000.555
#> 341  31.646 2217.498
#> 342  31.756 2161.958
#> 343  31.985 1986.904
#> 344  32.306 1993.211
#> 345  32.468 2194.661
#> 346  32.211 2053.767
#> 347  31.987 1940.184
#> 348  32.116 1842.827
#> 349  32.158 1717.997
#> 350  31.708 1451.865
#> 351  31.194 1191.684
#> 352  31.442  914.542
#> 353  31.915  679.915
#> 354  30.608  516.030
#> 355  29.315  493.810
#> 356  29.095  579.864
#> 363  17.000 1337.363
#> 364  28.983 1799.998
#> 365  31.276 1796.146
#> 366  30.989 1945.515
#> 367  31.298 1635.750
#> 368  32.117 1578.972
#> 369  33.011 1613.735
#> 370  32.023 1680.236
#> 371  31.190 1797.531
#> 372  30.984 1954.383
#> 373  31.184 1932.041
#> 374  31.703 2015.878
#> 375  32.227 1985.324
#> 376  32.052 2092.526
#> 377  32.526 1902.257
#> 378  33.299 1711.385
#> 379  32.011 1649.136
#> 380  31.303 1433.953
#> 381  30.050 1100.519
#> 382  30.739  907.622
#> 383  30.472  685.326
#> 384  28.130  560.592
#> 385  28.942  558.134
#> 394  20.983 1218.188
#> 395  24.790 1805.554
#> 396  29.868 3394.539
#> 397  31.343 2201.294
#> 398  32.245 1640.624
#> 399  32.861 1508.120
#> 400  32.656 1425.698
#> 401  31.773 1467.490
#> 402  30.978 1695.353
#> 403  30.796 1899.683
#> 404  31.117 2026.176
#> 405  31.102 1975.935
#> 406  31.100 1806.847
#> 407  31.835 1677.974
#> 408  33.150 1613.335
#> 409  32.364 1585.563
#> 410  31.734 1415.519
#> 411  30.456 1241.061
#> 412  30.575  884.750
#> 413  29.018  730.214
#> 414  27.497  672.791
#> 424  14.496  959.490
#> 425  13.662 1101.876
#> 426  13.122 1185.996
#> 427  22.531 1922.881
#> 428  30.733 1852.495
#> 429  32.190 1674.872
#> 430  32.234 1441.245
#> 431  32.225 1313.549
#> 432  31.681 1561.252
#> 433  30.571 1718.023
#> 434  30.810 1713.593
#> 435  30.710 1640.207
#> 436  30.150 1692.385
#> 437  31.444 1520.472
#> 438  32.513 1508.646
#> 439  31.344 1510.264
#> 440  30.336 1436.024
#> 441  30.037 1164.814
#> 442  30.560  811.944
#> 443  28.888  689.328
#> 444  27.418  576.732
#> 456  11.958  679.499
#> 457  15.866  870.272
#> 458  25.611 1613.599
#> 459  30.825 2697.897
#> 460  31.676 2103.855
#> 461  31.358 1163.142
#> 462  32.087 1261.071
#> 463  32.669 1447.282
#> 464  31.981 1323.535
#> 465  31.086 1363.262
#> 466  29.829 1566.156
#> 467  30.710 1491.830
#> 468  31.475 1556.321
#> 469  29.827 1569.090
#> 470  28.740 1403.964
#> 471  29.720 1255.162
#> 472  29.727  922.358
#> 473  27.786  764.750
#> 474  27.760  706.491
#> 487  13.632  436.990
#> 488  16.255  527.572
#> 489  22.052 1385.842
#> 490  28.224 1625.243
#> 491  31.143  986.534
#> 492  32.132 1134.179
#> 493  32.899 1304.068
#> 494  32.885 1158.692
#> 495  32.210 1312.177
#> 496  30.275 1484.778
#> 497  29.244 1531.425
#> 498  29.995 1582.091
#> 499  29.967 1521.031
#> 500  28.972 1421.347
#> 501  29.632 1164.592
#> 502  28.100 1032.309
#> 503  27.628  951.524
#> 504  28.825  898.433
#> 517  15.277  157.390
#> 518  15.878  195.925
#> 519  18.142  423.816
#> 520  25.641  648.375
#> 521  30.702  622.290
#> 522  31.760  695.664
#> 523  32.631  926.712
#> 524  32.537 1095.664
#> 525  31.995 1300.127
#> 526  30.556 1418.782
#> 527  29.688 1454.263
#> 528  30.140 1381.200
#> 529  29.858 1454.199
#> 530  27.964 1508.852
#> 531  27.945 1361.338
#> 532  27.357 1264.333
#> 533  27.427 1243.139
#> 547  17.711   39.493
#> 548  15.403   90.492
#> 549  19.105  273.472
#> 550  25.496  768.123
#> 551  29.839  568.957
#> 552  30.927  622.064
#> 553  31.717  857.963
#> 554  31.249 1167.759
#> 555  30.496 1386.563
#> 556  30.036 1408.983
#> 557  30.033 1286.035
#> 558  29.365 1181.805
#> 559  29.502 1252.984
#> 560  28.093 1450.040
#> 561  26.531 1498.038
#> 562  25.575 1487.790
#> 563  26.268 1275.426
#> 577  19.807   11.061
#> 578  13.150   69.958
#> 579  16.649  241.697
#> 580  26.118 1187.755
#> 581  29.038  818.142
#> 582  29.816  732.253
#> 583  30.247  891.868
#> 584  30.014 1392.350
#> 585  28.834 1618.129
#> 586  28.718 1560.946
#> 587  28.508 1279.597
#> 588  28.088 1254.977
#> 589  27.090 1244.889
#> 590  26.692 1345.331
#> 591  24.457 1572.994
#> 607  19.641   11.247
#> 608  15.861   54.721
#> 609  17.238  334.747
#> 610  25.973  938.703
#> 611  27.724  789.285
#> 612  28.046  850.880
#> 613  28.639 1074.594
#> 614  29.293 1405.304
#> 615  28.333 1774.471
#> 616  26.925 1778.698
#> 617  25.728 1667.317
#> 618  24.645 1585.617
#> 619  24.253 1442.498
#> 637  16.462   26.328
#> 638  14.842   74.329
#> 639  19.268  379.928
#> 640  25.338  870.916
#> 641  27.087  748.911
#> 642  26.743 1024.668
#> 643  27.062 1289.112
#> 644  27.550 1598.197
#> 645  27.153 1813.922
#> 646  25.282 2087.922
#> 647  23.201 2226.985
#> 648  21.949 1901.704
#> 667  12.156   70.013
#> 668  17.784  146.180
#> 669  22.145  647.960
#> 670  25.084  836.079
#> 671  25.671  857.611
#> 672  25.546 1168.667
#> 673  25.633 1475.612
#> 674  26.053 1682.836
#> 675  25.948 1967.871
#> 676  24.629 2233.307
#> 677  23.278 2371.443
#> 678  20.947 2045.223
#> 697  12.529  123.618
#> 698  20.488  262.167
#> 699  24.706  523.217
#> 700  24.487  715.963
#> 701  24.018  957.915
#> 702  23.999 1134.115
#> 703  24.671 1267.053
#> 704  24.682 1705.191
#> 705  24.414 2047.972
#> 706  23.845 2201.059
#> 707  23.190 1969.069
#> 727  15.463  161.284
#> 728  22.916  367.747
#> 729  24.356  582.662
#> 730  21.481  829.743
#> 731  22.607 1071.148
#> 732  23.059 1208.580
#> 733  23.443 1327.154
#> 734  23.439 1635.407
#> 735  22.898 1757.281
#> 736  23.305 1876.416
#> 757  14.861  227.168
#> 758  24.323  361.152
#> 759  22.976  642.849
#> 760  20.784  918.021
#> 761  21.456 1048.750
#> 762  21.916 1186.530
#> 764  22.116 1549.677
#> 765  21.658 1578.013
#> 766  21.616 1681.661
#> 787  14.214  319.604
#> 788  21.789  329.572
#> 789  21.591  528.464
#> 790  21.457  892.038
#> 791  20.693 1137.198
#> 792  20.617 1194.120
#> 816  13.838  502.916
#> 817  15.712  300.234
#> 818  20.496  323.190
#> 819  21.041  555.299
#> 820  20.744  836.593
#> 821  20.156 1009.758
#> 822  19.915 1239.883
#> 823  19.823 1214.467
#> 846  13.634  634.292
#> 847  17.776  181.977
#> 848  20.117  285.627
#> 849  20.343  435.323
#> 850  19.919  574.324
#> 851  18.839  893.682
#> 852  18.312 1035.085
#> 853  17.969 1042.695
#> 876  13.136  587.212
#> 877  17.328  151.822
#> 878  19.150  241.383
#> 879  19.925  329.994
#> 880  19.751  385.457
#> 906  12.378  542.395
#> 907  13.689  203.927
#> 908  15.766  210.338
#> 936  12.680  455.871
#> 937  12.957  200.101
#> 938  15.344  190.162
#> 966  12.071  381.848
#> 967  14.401  158.569
#> 968  16.408  180.413
#> 996  13.052  273.482
#> 997  15.033  163.887
#> 1025  9.519  816.399
#> 1026 12.926  174.900
#> 1027 14.976  204.508
#> 1055  9.814  712.956
#> 1056 12.873  165.665
#> 1057 14.211  177.699
#> 
#> $cr
#>       bio_1   bio_12
#> 4    32.977 2278.926
#> 7    32.196 1238.818
#> 8    32.780 1089.972
#> 9    32.367  844.776
#> 10   31.911  848.665
#> 33   29.103 3396.271
#> 34   31.850 3179.135
#> 35   24.942 1884.343
#> 36   32.232 1833.379
#> 37   33.796 1633.807
#> 38   34.162 1447.434
#> 39   33.644 1315.289
#> 40   33.163 1231.675
#> 41   31.740 1227.771
#> 42   31.311 1498.839
#> 63   25.362 3904.810
#> 64   27.751 2370.516
#> 65   24.518 2059.353
#> 66   33.242 2339.987
#> 67   34.189 2293.542
#> 68   33.706 2082.943
#> 69   31.313 1968.811
#> 70   32.100 2031.279
#> 71   30.687 1854.876
#> 72   28.953 1674.392
#> 73   31.360 1811.988
#> 93   24.429 2483.759
#> 94   25.116 2025.070
#> 95   33.034 2531.729
#> 96   33.361 2352.479
#> 97   33.542 2519.557
#> 98   33.347 2691.429
#> 99   32.087 2472.600
#> 100  30.372 2341.454
#> 101  31.269 2047.287
#> 102  31.468 1523.508
#> 103  32.217 1559.831
#> 104  32.351 1746.420
#> 105  32.283 1850.365
#> 106  31.569 2089.087
#> 123  23.591 2132.495
#> 124  30.830 2134.876
#> 125  33.491 2367.005
#> 126  32.738 2464.377
#> 127  32.568 2882.696
#> 128  33.015 3044.709
#> 129  33.129 2551.424
#> 130  31.082 2242.564
#> 131  32.885 1806.511
#> 132  34.225 1418.913
#> 133  33.241 1371.766
#> 134  32.488 1545.020
#> 135  31.895 1584.706
#> 136  31.691 1766.839
#> 137  31.274 2042.049
#> 152  22.189 2506.832
#> 153  30.520 3533.106
#> 154  31.955 2548.475
#> 155  32.457 2334.019
#> 156  32.211 2669.140
#> 157  32.093 3092.633
#> 158  32.785 3027.068
#> 159  32.253 2444.554
#> 160  32.968 2239.791
#> 161  33.730 1776.324
#> 162  34.061 1717.493
#> 163  33.068 1665.285
#> 164  32.667 1722.135
#> 165  31.981 1688.246
#> 166  31.529 1687.919
#> 167  31.708 1809.619
#> 181  23.578 2533.180
#> 182  26.143 3205.779
#> 183  31.393 3212.382
#> 184  31.861 2703.447
#> 185  32.336 2507.944
#> 186  32.442 2753.417
#> 187  32.219 2971.147
#> 188  32.542 2828.613
#> 189  33.177 2279.161
#> 190  33.387 2343.571
#> 191  33.385 2213.780
#> 192  33.470 2151.219
#> 193  33.251 2074.586
#> 194  33.330 2142.069
#> 195  32.666 1940.034
#> 196  31.996 1615.708
#> 197  32.593 1635.865
#> 198  32.480 1869.977
#> 212  29.830 2985.979
#> 213  31.733 3063.404
#> 214  32.069 2814.889
#> 215  32.631 2713.557
#> 216  32.882 2805.227
#> 217  32.730 2973.439
#> 218  32.760 2880.933
#> 219  33.347 2797.508
#> 220  33.433 2601.423
#> 221  33.359 2358.054
#> 222  33.456 2208.932
#> 223  33.547 2066.702
#> 224  33.894 1995.797
#> 225  33.561 1669.546
#> 226  33.008 1312.353
#> 227  32.856 1446.762
#> 228  32.455 1846.303
#> 229  32.361 2010.623
#> 230  31.750 1898.329
#> 231  31.699 2023.867
#> 241  24.678 1465.457
#> 242  31.801 2309.881
#> 243  32.591 2330.904
#> 244  32.455 2490.182
#> 245  32.666 2596.917
#> 246  33.114 2473.952
#> 247  32.894 2357.644
#> 248  32.873 2515.115
#> 249  33.232 2368.727
#> 250  33.509 2033.675
#> 251  33.685 2148.910
#> 252  33.996 2008.663
#> 253  33.963 1915.121
#> 254  33.734 1975.174
#> 255  33.074 1763.374
#> 256  32.038 1437.713
#> 257  31.622 1493.657
#> 258  31.928 1544.740
#> 259  32.552 1648.727
#> 260  31.686 1446.463
#> 261  32.004 1410.045
#> 262  32.907 1586.269
#> 263  32.523 1536.252
#> 264  30.633  981.501
#> 271  24.238  934.482
#> 272  25.752 1542.631
#> 273  32.662 2090.664
#> 274  32.732 2291.262
#> 275  32.398 2264.713
#> 276  32.545 2117.766
#> 277  32.652 2237.999
#> 278  32.757 2262.838
#> 279  33.177 2347.553
#> 280  33.412 2165.198
#> 281  33.761 1851.486
#> 282  34.078 1965.875
#> 283  33.800 1787.052
#> 284  33.416 1848.840
#> 285  32.588 2008.627
#> 286  31.878 1666.879
#> 287  31.343 1572.764
#> 288  31.390 1537.003
#> 289  32.541 1438.847
#> 290  31.683 1278.575
#> 291  31.384 1049.121
#> 292  31.923 1177.710
#> 293  32.026 1252.958
#> 294  30.282  743.402
#> 295  31.537  788.562
#> 302  21.747 1174.270
#> 303  31.943 1677.808
#> 304  32.235 1895.856
#> 305  31.828 1985.472
#> 306  31.798 1936.102
#> 307  32.174 1869.653
#> 308  32.476 1836.738
#> 309  33.063 2060.764
#> 310  33.134 1978.360
#> 311  33.108 1858.067
#> 312  33.202 1939.656
#> 313  33.040 1618.948
#> 314  32.758 1724.965
#> 315  32.455 1715.675
#> 316  32.115 1707.751
#> 317  31.371 1679.741
#> 318  31.580 1649.857
#> 319  32.465 1543.711
#> 320  31.835 1384.083
#> 321  31.236 1063.703
#> 322  31.728  964.994
#> 323  32.053  823.625
#> 324  30.526  660.007
#> 325  29.422  809.854
#> 326  28.833  734.400
#> 327  27.995  752.754
#> 333  28.122 1999.428
#> 334  32.283 1745.513
#> 335  32.126 1615.908
#> 336  31.605 1816.535
#> 337  31.535 1761.171
#> 338  32.355 1566.906
#> 339  33.090 1489.999
#> 340  33.017 1643.763
#> 341  32.429 1806.520
#> 342  32.418 1765.708
#> 343  32.532 1596.647
#> 344  32.707 1628.231
#> 345  32.703 1779.797
#> 346  32.337 1746.494
#> 347  32.093 1688.076
#> 348  32.183 1618.924
#> 349  32.042 1546.491
#> 350  31.444 1352.105
#> 351  30.889 1115.799
#> 352  31.052  865.132
#> 353  31.478  660.267
#> 354  30.234  500.180
#> 355  28.950  466.209
#> 356  28.544  567.214
#> 363  16.728 1233.782
#> 364  29.424 1640.437
#> 365  31.754 1774.415
#> 366  31.348 1852.567
#> 367  31.615 1438.110
#> 368  32.696 1337.163
#> 369  33.807 1341.510
#> 370  32.756 1391.824
#> 371  31.997 1481.446
#> 372  31.607 1586.640
#> 373  31.578 1576.899
#> 374  32.103 1662.057
#> 375  32.452 1681.183
#> 376  32.190 1781.020
#> 377  32.546 1678.336
#> 378  33.183 1503.530
#> 379  31.843 1465.500
#> 380  30.940 1332.064
#> 381  29.604 1063.574
#> 382  30.242  892.636
#> 383  30.163  654.702
#> 384  27.659  559.665
#> 385  28.442  552.677
#> 394  21.015 1141.780
#> 395  24.922 1560.631
#> 396  30.147 2943.381
#> 397  31.803 2039.922
#> 398  32.652 1427.731
#> 399  33.796 1237.620
#> 400  33.416 1178.851
#> 401  32.452 1219.262
#> 402  31.496 1399.163
#> 403  31.051 1579.772
#> 404  31.369 1696.442
#> 405  31.182 1698.033
#> 406  31.154 1526.636
#> 407  31.911 1438.844
#> 408  32.968 1392.572
#> 409  32.103 1426.514
#> 410  31.258 1343.259
#> 411  29.872 1216.927
#> 412  29.932  901.620
#> 413  28.491  720.370
#> 414  27.068  694.012
#> 424  13.976  913.905
#> 425  12.828 1098.205
#> 426  12.369 1122.878
#> 427  22.299 1692.399
#> 428  31.257 1646.917
#> 429  32.968 1406.372
#> 430  32.848 1198.350
#> 431  32.578 1091.526
#> 432  32.085 1299.663
#> 433  30.835 1478.227
#> 434  30.969 1497.861
#> 435  30.817 1421.447
#> 436  30.141 1493.013
#> 437  31.336 1369.879
#> 438  32.255 1409.276
#> 439  31.027 1381.709
#> 440  29.766 1388.478
#> 441  29.342 1162.659
#> 442  29.825  848.056
#> 443  28.343  705.950
#> 444  26.912  601.999
#> 456  11.021  649.887
#> 457  15.057  947.854
#> 458  25.484 1369.759
#> 459  31.352 2173.115
#> 460  31.881 1877.948
#> 461  31.319  981.835
#> 462  32.126 1115.701
#> 463  32.613 1305.702
#> 464  31.897 1174.487
#> 465  31.082 1194.872
#> 466  29.767 1397.394
#> 467  30.466 1408.340
#> 468  31.193 1482.854
#> 469  29.283 1499.207
#> 470  27.912 1368.261
#> 471  28.983 1239.204
#> 472  29.015  932.348
#> 473  27.071  815.935
#> 474  27.170  756.388
#> 487  12.824  392.447
#> 488  15.244  535.095
#> 489  21.581 1290.013
#> 490  28.166 1504.063
#> 491  30.743  944.771
#> 492  31.840 1055.174
#> 493  32.527 1248.864
#> 494  32.560 1075.668
#> 495  32.054 1174.538
#> 496  30.125 1342.082
#> 497  28.953 1454.079
#> 498  29.580 1509.923
#> 499  29.330 1474.309
#> 500  28.155 1376.480
#> 501  28.771 1167.756
#> 502  27.370 1053.251
#> 503  26.985  994.835
#> 504  28.248  938.933
#> 517  14.516  130.483
#> 518  14.769  206.731
#> 519  17.408  415.087
#> 520  25.090  709.607
#> 521  30.117  642.005
#> 522  31.194  676.427
#> 523  32.071  879.703
#> 524  32.108  992.281
#> 525  31.684 1225.006
#> 526  30.353 1378.364
#> 527  29.432 1422.712
#> 528  29.735 1342.021
#> 529  29.283 1388.878
#> 530  27.225 1482.848
#> 531  27.211 1342.130
#> 532  26.678 1285.582
#> 533  26.868 1222.445
#> 547  16.949   35.703
#> 548  13.991   99.472
#> 549  18.071  280.739
#> 550  25.021  798.448
#> 551  29.146  547.729
#> 552  30.056  603.207
#> 553  30.981  802.955
#> 554  30.722 1121.518
#> 555  30.082 1355.917
#> 556  29.723 1433.319
#> 557  29.670 1311.465
#> 558  28.891 1176.484
#> 559  28.988 1230.307
#> 560  27.396 1432.398
#> 561  25.838 1455.656
#> 562  25.046 1493.352
#> 563  25.729 1277.709
#> 577  19.000   12.388
#> 578  11.955   75.248
#> 579  15.449  246.429
#> 580  25.555 1236.222
#> 581  28.109  840.714
#> 582  28.681  732.907
#> 583  29.126  885.387
#> 584  29.268 1357.514
#> 585  28.283 1594.335
#> 586  28.172 1585.626
#> 587  27.901 1328.259
#> 588  27.441 1303.320
#> 589  26.512 1266.584
#> 590  25.944 1318.084
#> 591  23.650 1568.890
#> 607  18.917   10.892
#> 608  14.993   59.931
#> 609  16.415  330.383
#> 610  25.155 1025.638
#> 611  26.871  847.168
#> 612  27.153  832.130
#> 613  27.642 1061.759
#> 614  28.424 1416.726
#> 615  27.746 1758.913
#> 616  26.294 1765.998
#> 617  24.921 1695.947
#> 618  23.700 1624.668
#> 619  23.533 1466.798
#> 637  15.936   26.339
#> 638  13.906   69.202
#> 639  18.827  339.854
#> 640  24.719  834.654
#> 641  26.252  758.540
#> 642  25.810 1023.058
#> 643  26.235 1278.413
#> 644  26.978 1595.342
#> 645  26.538 1819.962
#> 646  24.685 2048.116
#> 647  22.457 2130.425
#> 648  21.196 1853.919
#> 667  11.587   68.752
#> 668  17.443  140.392
#> 669  21.333  634.735
#> 670  24.561  743.690
#> 671  25.047  780.296
#> 672  24.608 1104.182
#> 673  25.025 1425.147
#> 674  25.756 1622.243
#> 675  25.536 1888.543
#> 676  24.083 2091.012
#> 677  22.618 2203.512
#> 678  20.334 1942.578
#> 697  11.718  112.446
#> 698  19.714  248.315
#> 699  23.650  519.175
#> 700  23.804  699.704
#> 701  23.388  921.661
#> 702  23.407 1093.787
#> 703  24.338 1219.732
#> 704  24.640 1592.732
#> 705  24.377 1872.457
#> 706  23.692 1980.961
#> 707  22.793 1798.564
#> 727  14.695  150.477
#> 728  21.753  341.015
#> 729  23.164  553.491
#> 730  20.510  817.039
#> 731  21.794  997.800
#> 732  22.485 1107.178
#> 733  23.224 1229.382
#> 734  23.492 1535.510
#> 735  22.977 1603.493
#> 736  23.192 1680.749
#> 757  13.525  227.003
#> 758  22.759  342.288
#> 759  21.840  599.943
#> 760  19.615  878.403
#> 761  20.407 1013.292
#> 762  21.231 1111.582
#> 764  22.077 1332.455
#> 765  21.804 1335.079
#> 766  21.412 1444.378
#> 787  13.221  314.085
#> 788  20.564  314.433
#> 789  20.431  512.964
#> 790  20.233  889.615
#> 791  19.743 1078.434
#> 792  19.922 1091.289
#> 816  12.952  501.447
#> 817  14.569  313.375
#> 818  19.219  338.553
#> 819  19.814  561.650
#> 820  19.698  833.967
#> 821  19.407  952.566
#> 822  19.310 1101.995
#> 823  19.205 1097.504
#> 846  12.699  597.305
#> 847  17.080  187.003
#> 848  19.012  304.822
#> 849  19.247  445.530
#> 850  19.007  569.629
#> 851  18.209  839.579
#> 852  17.655  950.908
#> 853  17.291  952.738
#> 876  12.427  533.556
#> 877  16.869  146.391
#> 878  18.574  245.815
#> 879  19.196  323.879
#> 880  19.135  374.963
#> 906  11.793  513.440
#> 907  13.220  187.260
#> 908  15.388  206.611
#> 936  11.970  431.966
#> 937  12.509  186.921
#> 938  14.992  184.516
#> 966  11.378  356.697
#> 967  14.040  148.539
#> 968  16.179  175.314
#> 996  12.378  256.534
#> 997  14.809  150.740
#> 1025  8.963  766.791
#> 1026 12.137  164.902
#> 1027 14.452  199.871
#> 1055  9.233  687.061
#> 1056 12.105  158.755
#> 1057 13.641  172.375
#> 
#> $ev
#>       bio_1   bio_12
#> 4    32.552 1997.882
#> 7    32.103 1102.975
#> 8    32.014 1122.426
#> 9    31.607 1002.633
#> 10   31.461  898.043
#> 33   28.101 2481.756
#> 34   31.177 2877.232
#> 35   25.108 1666.529
#> 36   32.343 1641.577
#> 37   32.993 1740.522
#> 38   32.889 1682.346
#> 39   32.814 1560.223
#> 40   32.621 1415.540
#> 41   31.477 1248.159
#> 42   31.290 1379.664
#> 63   24.510 2944.176
#> 64   26.916 2358.538
#> 65   24.195 2007.421
#> 66   32.339 2468.134
#> 67   32.592 2428.952
#> 68   32.420 2225.544
#> 69   31.292 2016.613
#> 70   32.178 2198.425
#> 71   30.707 2047.258
#> 72   29.520 1539.133
#> 73   31.695 1568.144
#> 93   23.775 2020.548
#> 94   24.376 2041.833
#> 95   31.948 2897.213
#> 96   31.687 2787.198
#> 97   31.997 2801.084
#> 98   32.142 2936.994
#> 99   31.772 3023.158
#> 100  30.800 2601.160
#> 101  31.244 2427.622
#> 102  31.197 1822.240
#> 103  31.720 1810.062
#> 104  31.630 1996.581
#> 105  31.557 2177.900
#> 106  30.983 2393.479
#> 123  22.853 1802.641
#> 124  29.579 2522.365
#> 125  32.060 2768.192
#> 126  31.338 2818.398
#> 127  31.373 3002.734
#> 128  31.772 3316.554
#> 129  31.874 3242.550
#> 130  30.655 2663.406
#> 131  32.247 2257.555
#> 132  33.000 1993.776
#> 133  32.118 1829.229
#> 134  31.525 1989.180
#> 135  30.994 2101.956
#> 136  30.546 2439.027
#> 137  30.465 2497.736
#> 152  21.623 2088.573
#> 153  29.426 3329.857
#> 154  30.283 2837.462
#> 155  30.922 2623.278
#> 156  30.794 2871.541
#> 157  30.871 2992.564
#> 158  31.528 2915.325
#> 159  31.096 2628.405
#> 160  31.952 2565.063
#> 161  32.731 2093.526
#> 162  32.770 2233.384
#> 163  32.141 2070.255
#> 164  31.728 2184.413
#> 165  31.086 2261.960
#> 166  30.389 2335.713
#> 167  30.405 2409.704
#> 181  22.798 1903.447
#> 182  25.480 3122.593
#> 183  30.451 3086.562
#> 184  30.424 2785.543
#> 185  30.773 2595.476
#> 186  30.912 2814.391
#> 187  30.807 2840.188
#> 188  31.173 2625.812
#> 189  32.041 2143.735
#> 190  32.331 2313.943
#> 191  32.406 2393.275
#> 192  32.685 2282.006
#> 193  32.435 2474.391
#> 194  32.301 2729.589
#> 195  31.610 2597.595
#> 196  30.716 2167.618
#> 197  30.949 2201.264
#> 198  30.830 2338.315
#> 212  29.441 2610.507
#> 213  30.736 2796.342
#> 214  30.642 2946.693
#> 215  30.971 2795.449
#> 216  31.244 2873.461
#> 217  31.215 2861.296
#> 218  31.459 2646.622
#> 219  32.155 2529.925
#> 220  32.321 2517.813
#> 221  32.747 2043.365
#> 222  32.939 2130.121
#> 223  32.896 2168.918
#> 224  32.719 2454.934
#> 225  32.095 2261.375
#> 226  31.360 1780.088
#> 227  31.093 1911.900
#> 228  30.596 2523.030
#> 229  30.856 2404.434
#> 230  30.748 1840.199
#> 231  30.809 1829.406
#> 241  24.228 1209.032
#> 242  31.381 1990.114
#> 243  31.469 2143.704
#> 244  31.145 2435.960
#> 245  30.993 2665.854
#> 246  31.367 2610.383
#> 247  31.422 2382.471
#> 248  31.430 2438.618
#> 249  31.923 2384.768
#> 250  32.446 1901.938
#> 251  32.989 2078.509
#> 252  33.445 1826.072
#> 253  33.374 1812.324
#> 254  32.952 2042.716
#> 255  32.011 1977.688
#> 256  30.888 1667.734
#> 257  30.306 1802.420
#> 258  30.484 1954.912
#> 259  31.114 2128.916
#> 260  30.509 1697.125
#> 261  30.885 1483.724
#> 262  31.566 1686.714
#> 263  31.266 1561.348
#> 264  29.633  960.065
#> 271  24.056  803.284
#> 272  25.637 1275.601
#> 273  31.917 1923.334
#> 274  31.523 2171.506
#> 275  30.881 2424.954
#> 276  30.997 2380.613
#> 277  31.131 2392.941
#> 278  31.386 2426.704
#> 279  31.735 2484.962
#> 280  32.173 2480.449
#> 281  33.037 1750.427
#> 282  33.478 1902.367
#> 283  33.273 1723.078
#> 284  32.906 1812.045
#> 285  32.047 2008.229
#> 286  31.218 1685.559
#> 287  30.512 1649.767
#> 288  30.371 1684.071
#> 289  31.172 1641.525
#> 290  30.320 1499.615
#> 291  30.065 1182.835
#> 292  30.660 1297.482
#> 293  30.881 1345.879
#> 294  29.362  763.181
#> 295  30.728  797.252
#> 302  21.422 1189.931
#> 303  31.260 1825.865
#> 304  31.331 1862.880
#> 305  30.470 2106.715
#> 306  30.496 2123.565
#> 307  30.608 2211.906
#> 308  30.945 2198.670
#> 309  31.779 2350.652
#> 310  32.135 2064.419
#> 311  32.271 1886.983
#> 312  32.596 1909.078
#> 313  32.370 1657.569
#> 314  32.234 1758.772
#> 315  31.923 1748.429
#> 316  31.453 1745.499
#> 317  30.594 1709.335
#> 318  30.422 1696.497
#> 319  30.885 1638.339
#> 320  30.434 1496.776
#> 321  29.995 1123.742
#> 322  30.570 1008.999
#> 323  30.985  868.015
#> 324  29.672  675.041
#> 325  28.693  806.472
#> 326  28.242  707.478
#> 327  27.708  721.895
#> 333  27.540 2415.672
#> 334  31.470 1791.557
#> 335  30.712 1667.988
#> 336  30.358 1885.420
#> 337  30.319 1966.649
#> 338  30.961 1892.896
#> 339  31.875 1800.545
#> 340  31.980 1850.158
#> 341  31.523 1934.407
#> 342  31.629 1843.223
#> 343  31.834 1635.671
#> 344  31.999 1677.728
#> 345  31.897 1849.536
#> 346  31.504 1799.529
#> 347  31.133 1728.377
#> 348  30.997 1644.499
#> 349  30.605 1628.838
#> 350  30.137 1389.770
#> 351  29.812 1143.974
#> 352  30.151  861.146
#> 353  30.811  654.623
#> 354  29.651  493.692
#> 355  28.327  473.023
#> 356  28.082  563.514
#> 363  16.370 1296.944
#> 364  28.539 1751.571
#> 365  30.863 1770.916
#> 366  30.663 1814.744
#> 367  30.558 1730.800
#> 368  31.882 1454.888
#> 369  32.944 1514.387
#> 370  31.938 1548.161
#> 371  30.956 1638.644
#> 372  30.646 1797.071
#> 373  30.748 1688.693
#> 374  31.187 1740.981
#> 375  31.459 1695.537
#> 376  31.191 1790.409
#> 377  31.466 1690.676
#> 378  32.061 1519.581
#> 379  30.635 1528.928
#> 380  29.874 1358.738
#> 381  28.881 1056.086
#> 382  29.565  897.978
#> 383  29.621  645.806
#> 384  27.195  556.600
#> 385  27.844  574.114
#> 394  20.168 1319.349
#> 395  24.467 1610.959
#> 396  29.627 3207.361
#> 397  30.991 2252.568
#> 398  32.013 1695.391
#> 399  32.800 1518.023
#> 400  32.437 1362.810
#> 401  31.468 1392.643
#> 402  30.558 1620.836
#> 403  30.154 1795.600
#> 404  30.448 1844.614
#> 405  30.307 1738.156
#> 406  30.330 1556.917
#> 407  30.892 1492.372
#> 408  31.941 1465.042
#> 409  30.965 1499.680
#> 410  30.324 1369.781
#> 411  29.223 1233.878
#> 412  29.223  926.218
#> 413  27.813  719.987
#> 414  26.543  696.963
#> 424  13.667  916.546
#> 425  12.671 1163.527
#> 426  12.367 1262.229
#> 427  21.902 1781.364
#> 428  30.718 1774.591
#> 429  32.067 1719.039
#> 430  32.091 1495.032
#> 431  31.826 1257.609
#> 432  31.224 1473.794
#> 433  29.960 1655.224
#> 434  29.990 1602.869
#> 435  29.729 1527.586
#> 436  29.150 1583.870
#> 437  30.310 1431.657
#> 438  31.273 1459.702
#> 439  30.007 1393.875
#> 440  29.068 1317.494
#> 441  28.809 1132.448
#> 442  28.998  871.756
#> 443  27.481  725.355
#> 444  26.262  603.113
#> 456  11.254  718.219
#> 457  14.875 1021.880
#> 458  25.089 1388.543
#> 459  30.844 2408.111
#> 460  31.568 2135.394
#> 461  30.889 1125.619
#> 462  31.551 1199.590
#> 463  31.831 1445.288
#> 464  31.014 1287.705
#> 465  30.156 1307.452
#> 466  28.654 1540.338
#> 467  29.360 1498.390
#> 468  30.174 1534.473
#> 469  28.514 1487.344
#> 470  27.512 1326.028
#> 471  28.496 1234.016
#> 472  28.340  930.215
#> 473  26.531  792.758
#> 474  26.679  736.740
#> 487  12.447  401.990
#> 488  14.835  554.310
#> 489  21.219 1289.500
#> 490  28.104 1537.998
#> 491  30.588 1000.472
#> 492  31.558 1095.942
#> 493  32.106 1291.720
#> 494  31.631 1312.980
#> 495  31.172 1301.928
#> 496  29.071 1465.258
#> 497  28.126 1535.498
#> 498  28.840 1567.337
#> 499  28.769 1500.527
#> 500  27.781 1419.799
#> 501  28.419 1160.217
#> 502  27.005 1020.445
#> 503  26.570  978.116
#> 504  27.716  933.931
#> 517  14.620  107.647
#> 518  14.760  212.381
#> 519  17.342  449.567
#> 520  25.136  648.910
#> 521  29.924  653.520
#> 522  31.026  683.183
#> 523  31.995  870.457
#> 524  31.642 1082.389
#> 525  31.067 1286.877
#> 526  29.596 1394.950
#> 527  28.735 1433.751
#> 528  29.082 1373.024
#> 529  28.807 1403.755
#> 530  26.830 1505.695
#> 531  26.749 1388.605
#> 532  26.239 1300.207
#> 533  26.370 1241.814
#> 547  17.330   24.540
#> 548  14.155   90.682
#> 549  17.833  309.906
#> 550  24.883  708.023
#> 551  28.893  536.440
#> 552  30.027  576.738
#> 553  30.921  802.177
#> 554  30.513 1113.732
#> 555  29.755 1295.814
#> 556  29.348 1294.996
#> 557  29.127 1198.544
#> 558  28.457 1099.876
#> 559  28.395 1221.895
#> 560  26.717 1477.830
#> 561  25.143 1553.611
#> 562  24.488 1576.685
#> 563  25.295 1302.981
#> 577  19.125    8.491
#> 578  11.406   63.875
#> 579  14.854  254.466
#> 580  25.402 1017.533
#> 581  27.871  763.811
#> 582  28.787  707.805
#> 583  29.334  861.310
#> 584  29.453 1262.693
#> 585  28.434 1394.440
#> 586  28.163 1358.431
#> 587  27.707 1189.573
#> 588  27.251 1181.705
#> 589  25.934 1212.318
#> 590  25.201 1315.036
#> 591  23.257 1594.663
#> 607  18.745    9.312
#> 608  13.667   54.831
#> 609  15.787  327.798
#> 610  24.919  823.973
#> 611  26.492  780.207
#> 612  27.040  831.299
#> 613  27.688 1078.895
#> 614  28.545 1344.282
#> 615  28.084 1523.460
#> 616  26.501 1550.896
#> 617  24.836 1530.636
#> 618  23.695 1507.615
#> 619  23.497 1381.596
#> 637  14.867   26.138
#> 638  12.191   73.271
#> 639  18.261  330.898
#> 640  24.098  756.574
#> 641  25.402  767.889
#> 642  25.475 1083.446
#> 643  25.954 1389.169
#> 644  26.498 1615.386
#> 645  26.371 1794.018
#> 646  24.617 1943.114
#> 647  22.379 1986.021
#> 648  21.245 1760.970
#> 667  10.372   74.109
#> 668  16.610  142.568
#> 669  21.113  560.178
#> 670  23.909  744.015
#> 671  24.225  851.382
#> 672  24.174 1219.394
#> 673  24.490 1557.770
#> 674  25.062 1744.848
#> 675  25.163 2029.344
#> 676  24.091 2156.903
#> 677  22.663 2176.723
#> 678  20.345 1898.569
#> 697  10.694  125.817
#> 698  19.581  222.904
#> 699  23.589  453.043
#> 700  23.442  718.690
#> 701  23.153 1012.347
#> 702  23.119 1211.269
#> 703  23.689 1347.195
#> 704  23.950 1752.559
#> 705  23.842 2028.745
#> 706  23.433 2101.056
#> 707  22.771 1815.206
#> 727  14.250  164.948
#> 728  22.066  306.405
#> 729  23.376  512.141
#> 730  20.545  775.109
#> 731  21.788 1033.838
#> 732  22.348 1201.047
#> 733  22.725 1356.618
#> 734  22.790 1671.553
#> 735  22.316 1730.232
#> 736  22.792 1783.109
#> 757  13.363  254.897
#> 758  22.916  328.813
#> 759  21.907  588.202
#> 760  19.822  808.154
#> 761  20.474  977.505
#> 762  21.231 1134.254
#> 764  21.671 1411.645
#> 765  21.251 1428.654
#> 766  21.109 1505.072
#> 787  12.993  360.939
#> 788  20.569  309.173
#> 789  20.382  505.851
#> 790  20.359  831.990
#> 791  19.800 1043.689
#> 792  20.031 1080.142
#> 816  12.306  573.707
#> 817  14.259  349.733
#> 818  19.156  342.637
#> 819  19.771  562.010
#> 820  19.782  795.054
#> 821  19.446  918.248
#> 822  19.460 1079.570
#> 823  19.425 1079.076
#> 846  12.461  693.864
#> 847  17.013  210.008
#> 848  18.798  324.572
#> 849  19.176  469.684
#> 850  19.020  572.899
#> 851  18.127  826.827
#> 852  17.762  918.866
#> 853  17.446  908.341
#> 876  12.473  625.647
#> 877  16.836  166.502
#> 878  18.215  270.271
#> 879  18.864  354.527
#> 880  18.744  399.967
#> 906  12.002  570.354
#> 907  13.309  212.659
#> 908  15.160  229.325
#> 936  12.390  458.798
#> 937  12.803  196.670
#> 938  14.977  192.066
#> 966  11.723  368.207
#> 967  14.297  151.419
#> 968  16.314  175.490
#> 996  12.520  256.564
#> 997  14.935  154.375
#> 1025  9.135  741.645
#> 1026 12.172  164.556
#> 1027 14.425  204.552
#> 1055  9.373  659.248
#> 1056 12.203  159.130
#> 1057 13.675  177.827
#> 
#> $gg
#>       bio_1   bio_12
#> 4    32.306 1624.342
#> 7    31.079 1053.458
#> 8    31.394  981.000
#> 9    30.954  866.512
#> 10   30.690  848.576
#> 33   28.251 2775.323
#> 34   31.108 2668.722
#> 35   24.232 1531.719
#> 36   31.578 1420.069
#> 37   32.873 1389.259
#> 38   32.743 1333.846
#> 39   32.171 1268.092
#> 40   31.920 1200.488
#> 41   30.496 1222.694
#> 42   30.127 1422.065
#> 63   24.375 3389.204
#> 64   26.487 2244.471
#> 65   23.288 1970.935
#> 66   31.958 2179.960
#> 67   32.721 2093.497
#> 68   31.905 2131.673
#> 69   29.782 2172.282
#> 70   30.805 2103.346
#> 71   29.389 1887.549
#> 72   27.642 1737.318
#> 73   30.007 1760.888
#> 93   23.389 2173.639
#> 94   23.725 2096.048
#> 95   31.347 2707.472
#> 96   31.698 2432.432
#> 97   31.825 2597.943
#> 98   31.693 2847.605
#> 99   30.874 2829.683
#> 100  29.377 2353.695
#> 101  29.865 2078.157
#> 102  29.931 1607.675
#> 103  30.638 1630.295
#> 104  30.791 1722.093
#> 105  30.734 1795.182
#> 106  30.039 1955.735
#> 123  22.206 2142.238
#> 124  29.327 2315.877
#> 125  32.214 2324.710
#> 126  31.548 2388.325
#> 127  31.171 2918.300
#> 128  31.715 3118.690
#> 129  32.112 2599.328
#> 130  30.166 2106.257
#> 131  31.426 1800.499
#> 132  32.522 1475.789
#> 133  31.518 1417.980
#> 134  30.812 1587.680
#> 135  30.246 1637.680
#> 136  29.942 1826.795
#> 137  29.788 2029.081
#> 152  21.090 2641.585
#> 153  29.090 3757.078
#> 154  30.637 2632.493
#> 155  31.238 2447.993
#> 156  30.974 2736.890
#> 157  31.075 2976.547
#> 158  31.650 2912.299
#> 159  31.086 2412.214
#> 160  31.764 2086.847
#> 161  32.360 1681.964
#> 162  32.681 1655.102
#> 163  31.558 1660.647
#> 164  30.991 1759.617
#> 165  30.385 1809.604
#> 166  29.805 1861.111
#> 167  29.975 1971.717
#> 181  22.085 2148.634
#> 182  24.659 3711.321
#> 183  30.409 2981.507
#> 184  30.770 2844.552
#> 185  31.062 2651.398
#> 186  31.232 2777.053
#> 187  31.031 3082.812
#> 188  31.307 2815.149
#> 189  31.856 2221.827
#> 190  31.828 2306.048
#> 191  31.791 2180.901
#> 192  32.075 2003.760
#> 193  31.927 1875.528
#> 194  31.872 1945.707
#> 195  31.161 1881.777
#> 196  30.059 1741.339
#> 197  30.310 1878.129
#> 198  30.309 2114.971
#> 212  28.271 3314.831
#> 213  30.733 2710.060
#> 214  30.940 3214.354
#> 215  31.332 2869.041
#> 216  31.685 2702.032
#> 217  31.522 2844.587
#> 218  31.485 2679.410
#> 219  31.762 2602.120
#> 220  31.461 2416.826
#> 221  31.246 2187.580
#> 222  31.374 2013.931
#> 223  31.560 1845.588
#> 224  31.806 1756.734
#> 225  31.359 1513.912
#> 226  30.506 1340.005
#> 227  30.417 1625.606
#> 228  30.264 2151.536
#> 229  30.468 2318.439
#> 230  30.045 2117.760
#> 231  30.128 2253.882
#> 241  23.327 1565.892
#> 242  30.636 2511.723
#> 243  31.673 2073.727
#> 244  31.364 2632.683
#> 245  31.314 2712.110
#> 246  31.783 2467.995
#> 247  31.711 2320.365
#> 248  31.548 2375.163
#> 249  31.755 2266.844
#> 250  31.730 1943.157
#> 251  31.694 2080.710
#> 252  31.856 1950.457
#> 253  31.993 1813.685
#> 254  31.778 1825.148
#> 255  31.047 1617.252
#> 256  30.032 1372.935
#> 257  29.595 1632.515
#> 258  29.973 1840.355
#> 259  30.674 1955.619
#> 260  29.901 1713.723
#> 261  30.256 1659.855
#> 262  31.253 1746.546
#> 263  30.998 1677.505
#> 264  29.263 1105.311
#> 271  23.337 1021.663
#> 272  24.936 1577.475
#> 273  31.810 1939.719
#> 274  31.548 2292.931
#> 275  30.924 2528.612
#> 276  31.098 2407.747
#> 277  31.248 2402.846
#> 278  31.407 2351.646
#> 279  31.694 2447.062
#> 280  31.865 2179.721
#> 281  32.030 1910.822
#> 282  32.331 2074.025
#> 283  32.131 1851.470
#> 284  31.821 1862.423
#> 285  31.092 1961.836
#> 286  30.380 1634.436
#> 287  29.690 1703.448
#> 288  29.613 1831.625
#> 289  30.627 1710.730
#> 290  29.847 1556.320
#> 291  29.625 1285.374
#> 292  30.385 1327.757
#> 293  30.687 1377.884
#> 294  29.052  841.218
#> 295  30.351  866.924
#> 302  20.769 1361.226
#> 303  30.548 2116.196
#> 304  31.013 1992.506
#> 305  30.306 2219.889
#> 306  30.262 2294.518
#> 307  30.551 2151.084
#> 308  30.955 2060.240
#> 309  31.480 2272.160
#> 310  31.484 2138.712
#> 311  31.461 1996.158
#> 312  31.672 2120.914
#> 313  31.527 1748.522
#> 314  31.322 1886.125
#> 315  31.164 1842.492
#> 316  30.838 1825.183
#> 317  29.927 1876.761
#> 318  29.803 1973.606
#> 319  30.598 1862.648
#> 320  30.217 1645.261
#> 321  29.697 1251.993
#> 322  30.354 1066.926
#> 323  30.866  903.209
#> 324  29.529  715.326
#> 325  28.445  835.340
#> 326  27.862  744.549
#> 327  27.224  791.148
#> 333  26.517 3006.701
#> 334  30.996 1971.088
#> 335  30.284 1815.909
#> 336  29.810 2038.823
#> 337  29.907 1982.278
#> 338  30.675 1806.194
#> 339  31.424 1770.615
#> 340  31.181 1916.241
#> 341  30.666 2080.819
#> 342  30.805 1977.526
#> 343  31.041 1750.488
#> 344  31.270 1813.152
#> 345  31.344 2003.905
#> 346  31.045 1937.407
#> 347  30.635 1944.588
#> 348  30.563 1913.003
#> 349  30.427 1791.442
#> 350  29.993 1542.903
#> 351  29.560 1264.429
#> 352  29.900  938.005
#> 353  30.593  717.170
#> 354  29.469  542.512
#> 355  28.174  479.569
#> 356  27.782  591.733
#> 363  15.641 1521.027
#> 364  27.943 1972.400
#> 365  30.122 1932.126
#> 366  29.673 2029.615
#> 367  30.046 1684.184
#> 368  30.993 1627.625
#> 369  31.925 1653.696
#> 370  30.902 1701.120
#> 371  30.051 1829.290
#> 372  29.930 1932.160
#> 373  30.166 1811.572
#> 374  30.585 1914.005
#> 375  30.946 1915.141
#> 376  30.759 2010.292
#> 377  31.060 1955.953
#> 378  31.645 1805.746
#> 379  30.360 1711.013
#> 380  29.571 1559.389
#> 381  28.437 1246.208
#> 382  29.197  986.955
#> 383  29.288  715.371
#> 384  26.855  624.929
#> 385  27.610  605.331
#> 394  19.908 1289.176
#> 395  23.673 1801.816
#> 396  28.545 3891.572
#> 397  29.913 2477.655
#> 398  30.862 1745.271
#> 399  31.643 1631.650
#> 400  31.183 1612.168
#> 401  30.314 1631.866
#> 402  29.713 1783.129
#> 403  29.502 1972.235
#> 404  29.863 2054.628
#> 405  29.764 1966.020
#> 406  29.791 1747.577
#> 407  30.372 1692.237
#> 408  31.487 1696.366
#> 409  30.636 1707.730
#> 410  29.979 1601.808
#> 411  28.757 1443.639
#> 412  28.867 1020.485
#> 413  27.435  812.364
#> 414  26.145  792.028
#> 424  13.283  788.930
#> 425  12.331 1020.420
#> 426  11.973 1248.704
#> 427  21.121 1910.053
#> 428  29.528 1911.369
#> 429  30.782 1779.723
#> 430  30.875 1669.098
#> 431  30.588 1482.187
#> 432  30.239 1673.380
#> 433  29.146 1965.978
#> 434  29.334 1963.554
#> 435  29.221 1817.494
#> 436  28.621 1881.898
#> 437  29.760 1705.970
#> 438  30.790 1724.090
#> 439  29.584 1711.117
#> 440  28.526 1659.100
#> 441  28.196 1359.061
#> 442  28.686  965.605
#> 443  27.182  806.658
#> 444  25.865  692.914
#> 456  10.894  670.038
#> 457  14.432  952.822
#> 458  24.371 1553.894
#> 459  29.680 2830.887
#> 460  30.307 2410.303
#> 461  29.769 1302.648
#> 462  30.543 1398.742
#> 463  31.000 1706.298
#> 464  30.335 1536.737
#> 465  29.461 1581.124
#> 466  28.105 1907.042
#> 467  28.935 1795.710
#> 468  29.725 1800.719
#> 469  27.930 1797.612
#> 470  26.724 1609.502
#> 471  27.749 1422.940
#> 472  27.746 1067.833
#> 473  25.909  933.218
#> 474  26.043  868.100
#> 487  11.852  410.587
#> 488  14.355  560.378
#> 489  20.439 1522.392
#> 490  26.665 1834.341
#> 491  29.501 1125.137
#> 492  30.627 1270.045
#> 493  31.215 1541.728
#> 494  31.121 1352.776
#> 495  30.455 1497.371
#> 496  28.442 1785.867
#> 497  27.451 1806.045
#> 498  28.179 1755.460
#> 499  27.984 1684.768
#> 500  26.856 1609.384
#> 501  27.445 1327.729
#> 502  26.022 1208.014
#> 503  25.704 1136.237
#> 504  26.938 1074.839
#> 517  13.402  132.813
#> 518  13.409  231.352
#> 519  15.955  474.993
#> 520  23.727  754.983
#> 521  29.085  703.370
#> 522  30.293  762.902
#> 523  31.055 1033.514
#> 524  30.730 1225.977
#> 525  30.038 1500.282
#> 526  28.689 1672.552
#> 527  27.897 1656.632
#> 528  28.358 1522.207
#> 529  27.935 1553.642
#> 530  25.836 1691.201
#> 531  25.732 1539.229
#> 532  25.274 1450.667
#> 533  25.476 1386.976
#> 547  16.188   35.972
#> 548  12.995  108.526
#> 549  16.855  311.916
#> 550  24.110  818.406
#> 551  28.385  592.401
#> 552  29.401  634.132
#> 553  30.228  894.148
#> 554  29.491 1304.683
#> 555  28.561 1558.004
#> 556  28.281 1515.899
#> 557  28.276 1382.419
#> 558  27.593 1295.264
#> 559  27.560 1353.005
#> 560  25.831 1588.715
#> 561  24.363 1605.733
#> 562  23.592 1568.501
#> 563  24.218 1342.635
#> 577  18.073   13.933
#> 578  10.345   85.000
#> 579  14.180  241.880
#> 580  25.163 1175.277
#> 581  27.751  870.036
#> 582  28.350  783.838
#> 583  28.879  906.093
#> 584  28.390 1489.469
#> 585  26.912 1804.527
#> 586  26.992 1563.612
#> 587  26.634 1343.302
#> 588  26.094 1404.062
#> 589  25.144 1343.967
#> 590  24.490 1388.003
#> 591  22.334 1629.588
#> 607  17.220   13.857
#> 608  12.356   71.883
#> 609  15.373  306.587
#> 610  24.996  926.794
#> 611  26.631  833.393
#> 612  26.935  856.422
#> 613  27.522 1063.032
#> 614  27.794 1488.304
#> 615  26.774 1886.686
#> 616  25.383 1692.840
#> 617  23.807 1649.667
#> 618  22.641 1653.573
#> 619  22.486 1470.196
#> 637  13.229   34.218
#> 638  10.971   85.159
#> 639  18.277  325.023
#> 640  24.472  794.965
#> 641  25.919  738.218
#> 642  25.976  969.625
#> 643  26.236 1259.644
#> 644  26.322 1636.613
#> 645  25.840 1859.256
#> 646  24.018 1916.571
#> 647  21.562 2024.525
#> 648  20.290 1776.837
#> 667   8.874   88.678
#> 668  15.895  156.017
#> 669  21.299  653.964
#> 670  24.277  793.646
#> 671  24.954  771.798
#> 672  25.081 1003.570
#> 673  24.978 1374.035
#> 674  25.289 1615.645
#> 675  25.195 1857.767
#> 676  23.768 1938.005
#> 677  21.983 2051.495
#> 678  19.476 1807.128
#> 697   9.810  143.670
#> 698  19.210  269.030
#> 699  23.386  548.169
#> 700  23.289  762.928
#> 701  23.596  906.259
#> 702  24.019  969.010
#> 703  24.161 1178.721
#> 704  24.280 1543.776
#> 705  24.052 1773.030
#> 706  23.260 1843.494
#> 707  22.387 1641.693
#> 727  13.775  183.420
#> 728  21.819  358.156
#> 729  22.847  598.639
#> 730  20.092  867.563
#> 731  21.933  981.695
#> 732  22.894 1004.554
#> 733  23.059 1216.551
#> 734  23.131 1477.579
#> 735  22.593 1512.592
#> 736  22.828 1590.811
#> 757  12.915  272.056
#> 758  22.720  379.477
#> 759  21.483  704.245
#> 760  19.467  964.064
#> 761  20.704 1016.486
#> 762  21.712 1055.900
#> 764  21.798 1350.743
#> 765  21.467 1299.173
#> 766  21.284 1370.638
#> 787  12.610  386.767
#> 788  20.429  348.732
#> 789  20.061  587.291
#> 790  20.163  967.598
#> 791  19.868 1109.515
#> 792  20.144 1099.910
#> 816  11.810  634.397
#> 817  13.812  394.790
#> 818  18.986  368.875
#> 819  19.497  617.916
#> 820  19.611  895.823
#> 821  19.252 1005.170
#> 822  19.178 1168.289
#> 823  19.142 1204.367
#> 846  12.091  724.470
#> 847  16.588  238.731
#> 848  18.712  343.267
#> 849  19.038  496.285
#> 850  18.921  617.736
#> 851  17.924  899.240
#> 852  17.395 1023.514
#> 853  17.153 1032.601
#> 876  12.360  609.540
#> 877  16.553  183.242
#> 878  18.233  281.236
#> 879  18.950  355.177
#> 880  18.727  399.872
#> 906  11.776  546.574
#> 907  12.842  235.995
#> 908  14.831  241.777
#> 936  11.975  436.541
#> 937  12.194  217.662
#> 938  14.386  207.071
#> 966  11.215  351.873
#> 967  13.591  164.932
#> 968  15.474  190.405
#> 996  11.824  254.660
#> 997  14.066  164.009
#> 1025  8.112  683.813
#> 1026 10.962  165.974
#> 1027 13.261  210.754
#> 1055  8.072  618.513
#> 1056 10.836  161.105
#> 1057 12.486  177.191
#> 
#> $hg
#>       bio_1   bio_12
#> 4    34.364 1777.918
#> 7    33.415  975.104
#> 8    33.567  782.936
#> 9    32.789  689.805
#> 10   32.187  796.029
#> 33   29.973 3157.047
#> 34   33.201 2960.360
#> 35   26.806 1680.864
#> 36   34.092 1555.073
#> 37   35.473 1367.034
#> 38   35.343 1157.941
#> 39   34.549 1101.657
#> 40   33.901 1159.217
#> 41   32.159 1226.434
#> 42   31.846 1469.847
#> 63   26.008 3606.277
#> 64   28.697 2192.403
#> 65   26.188 1763.952
#> 66   35.010 1996.763
#> 67   35.749 1968.938
#> 68   34.951 1889.065
#> 69   32.711 1878.288
#> 70   33.353 2021.813
#> 71   31.942 1725.827
#> 72   30.156 1447.174
#> 73   32.402 1443.836
#> 93   25.196 1923.990
#> 94   26.011 1688.485
#> 95   34.390 2330.077
#> 96   35.337 2404.629
#> 97   35.640 2597.582
#> 98   35.217 2564.504
#> 99   34.075 2379.079
#> 100  32.365 2195.358
#> 101  32.964 1899.434
#> 102  32.853 1266.100
#> 103  33.440 1266.263
#> 104  33.457 1364.341
#> 105  33.032 1573.915
#> 106  32.099 1931.449
#> 123  24.408 1553.320
#> 124  31.979 2101.812
#> 125  35.684 2510.037
#> 126  35.466 2990.009
#> 127  35.312 3313.471
#> 128  35.634 3168.942
#> 129  35.837 2551.818
#> 130  33.898 2109.108
#> 131  34.936 1650.847
#> 132  35.817 1204.344
#> 133  34.870 1083.718
#> 134  34.252 1209.786
#> 135  33.485 1293.374
#> 136  32.630 1607.205
#> 137  32.050 1873.551
#> 152  23.188 2041.076
#> 153  31.770 3165.467
#> 154  34.072 2702.682
#> 155  35.213 2946.935
#> 156  34.976 3362.592
#> 157  34.907 3487.499
#> 158  35.714 3047.015
#> 159  35.500 2287.718
#> 160  36.125 1992.150
#> 161  36.305 1562.977
#> 162  36.392 1474.603
#> 163  35.584 1354.541
#> 164  35.186 1324.366
#> 165  34.318 1288.211
#> 166  32.952 1378.576
#> 167  32.566 1567.515
#> 181  24.151 1587.070
#> 182  26.770 2926.406
#> 183  33.117 3066.992
#> 184  34.631 3105.882
#> 185  35.128 3199.925
#> 186  35.170 3308.787
#> 187  34.945 3253.940
#> 188  35.438 2738.297
#> 189  36.339 2064.640
#> 190  36.507 2053.672
#> 191  36.250 1850.273
#> 192  36.398 1740.834
#> 193  36.390 1682.180
#> 194  36.465 1655.334
#> 195  35.541 1407.819
#> 196  33.829 1147.541
#> 197  33.469 1241.463
#> 198  33.045 1517.223
#> 212  30.855 2731.675
#> 213  34.005 3016.922
#> 214  34.958 3681.745
#> 215  35.326 3694.793
#> 216  35.513 3622.754
#> 217  35.411 3388.394
#> 218  35.667 2970.241
#> 219  36.391 2710.756
#> 220  36.566 2330.276
#> 221  36.480 1973.173
#> 222  36.504 1737.804
#> 223  36.708 1609.869
#> 224  37.029 1505.112
#> 225  36.386 1192.768
#> 226  35.271  908.233
#> 227  34.560  961.986
#> 228  33.712 1309.315
#> 229  33.548 1596.063
#> 230  32.921 1619.522
#> 231  32.599 1814.869
#> 241  25.650 1099.333
#> 242  33.426 2163.018
#> 243  35.222 2385.771
#> 244  35.563 3069.005
#> 245  35.436 3535.016
#> 246  35.710 3267.941
#> 247  35.663 2843.414
#> 248  35.719 2755.097
#> 249  36.267 2414.167
#> 250  36.583 1902.139
#> 251  36.732 1860.684
#> 252  36.934 1672.337
#> 253  36.965 1533.457
#> 254  36.808 1639.364
#> 255  36.255 1462.730
#> 256  35.278 1102.948
#> 257  34.577 1092.390
#> 258  34.360 1122.568
#> 259  34.484 1265.569
#> 260  33.399 1208.666
#> 261  33.361 1242.327
#> 262  33.984 1472.929
#> 263  33.525 1488.257
#> 264  31.631  998.476
#> 271  25.233  703.618
#> 272  27.366 1263.159
#> 273  35.111 2154.786
#> 274  35.858 2546.754
#> 275  35.333 2984.169
#> 276  35.356 2840.597
#> 277  35.490 2796.286
#> 278  35.716 2631.618
#> 279  36.132 2576.913
#> 280  36.467 2180.896
#> 281  36.767 1770.465
#> 282  37.080 1841.617
#> 283  36.851 1632.454
#> 284  36.525 1662.173
#> 285  35.894 1759.492
#> 286  35.273 1393.862
#> 287  34.639 1265.295
#> 288  34.337 1200.809
#> 289  34.745 1070.302
#> 290  33.447  971.586
#> 291  32.911  894.614
#> 292  33.372 1086.379
#> 293  33.465 1169.597
#> 294  31.684  701.462
#> 295  32.857  771.299
#> 302  22.810 1012.832
#> 303  33.492 1738.993
#> 304  35.203 1924.012
#> 305  34.939 2273.368
#> 306  34.879 2375.382
#> 307  35.099 2403.114
#> 308  35.569 2264.191
#> 309  36.148 2367.354
#> 310  36.193 2137.555
#> 311  36.126 1951.460
#> 312  36.341 2008.640
#> 313  36.286 1595.894
#> 314  36.045 1618.831
#> 315  35.807 1543.966
#> 316  35.401 1516.782
#> 317  34.547 1444.043
#> 318  34.269 1353.300
#> 319  34.514 1164.656
#> 320  33.696 1005.901
#> 321  32.822  852.295
#> 322  33.204  865.258
#> 323  33.520  780.971
#> 324  32.035  623.875
#> 325  30.842  761.213
#> 326  30.128  653.141
#> 327  29.054  680.109
#> 333  28.993 2069.044
#> 334  34.373 1618.889
#> 335  34.950 1579.835
#> 336  34.888 1838.098
#> 337  34.703 2028.672
#> 338  35.424 1924.969
#> 339  36.268 1809.019
#> 340  36.033 1870.762
#> 341  35.449 2052.671
#> 342  35.600 1949.495
#> 343  35.856 1666.531
#> 344  36.020 1574.976
#> 345  35.896 1618.540
#> 346  35.418 1579.104
#> 347  34.957 1548.338
#> 348  34.718 1397.020
#> 349  34.154 1198.114
#> 350  33.331  998.769
#> 351  32.574  883.003
#> 352  32.683  765.609
#> 353  32.999  618.677
#> 354  31.683  468.560
#> 355  30.338  427.958
#> 356  29.817  512.446
#> 363  17.411 1248.149
#> 364  30.039 1484.236
#> 365  33.810 1487.013
#> 366  34.673 1672.515
#> 367  35.153 1522.336
#> 368  35.944 1582.884
#> 369  36.854 1619.140
#> 370  35.844 1554.110
#> 371  34.924 1587.238
#> 372  34.717 1715.306
#> 373  34.849 1664.181
#> 374  35.166 1706.887
#> 375  35.288 1607.710
#> 376  34.972 1693.707
#> 377  35.135 1549.691
#> 378  35.473 1309.457
#> 379  33.842 1217.623
#> 380  32.720 1085.966
#> 381  31.324  905.100
#> 382  31.940  832.412
#> 383  31.678  623.804
#> 384  29.101  548.288
#> 385  29.691  537.099
#> 394  21.187 1303.032
#> 395  25.369 1442.859
#> 396  31.539 3002.423
#> 397  34.276 2080.217
#> 398  35.752 1587.541
#> 399  36.397 1520.702
#> 400  35.928 1395.614
#> 401  35.204 1358.413
#> 402  34.391 1500.445
#> 403  33.954 1714.819
#> 404  34.133 1890.029
#> 405  33.843 1804.366
#> 406  33.831 1611.931
#> 407  34.251 1445.120
#> 408  35.078 1311.072
#> 409  33.918 1297.317
#> 410  32.869 1230.746
#> 411  31.400 1168.542
#> 412  31.507  906.260
#> 413  29.983  734.101
#> 414  28.460  694.889
#> 424  14.907 1040.192
#> 425  13.781 1047.026
#> 426  13.276 1079.843
#> 427  23.214 1577.142
#> 428  33.090 1600.093
#> 429  35.492 1476.439
#> 430  35.821 1294.200
#> 431  35.595 1232.520
#> 432  34.877 1457.145
#> 433  33.316 1673.559
#> 434  33.244 1720.685
#> 435  32.895 1593.974
#> 436  32.119 1600.914
#> 437  33.072 1378.282
#> 438  33.898 1343.099
#> 439  32.453 1358.457
#> 440  31.060 1392.502
#> 441  30.684 1210.635
#> 442  31.285  897.761
#> 443  29.758  749.737
#> 444  28.249  605.118
#> 456  12.339  692.485
#> 457  15.928  903.690
#> 458  26.334 1358.740
#> 459  32.910 2281.298
#> 460  34.838 1862.352
#> 461  34.504 1107.558
#> 462  34.805 1232.503
#> 463  34.982 1491.413
#> 464  34.155 1374.508
#> 465  32.991 1396.223
#> 466  31.368 1581.391
#> 467  31.966 1496.890
#> 468  32.556 1574.203
#> 469  30.602 1611.706
#> 470  29.219 1490.471
#> 471  30.288 1351.102
#> 472  30.379 1017.396
#> 473  28.554  875.658
#> 474  28.622  765.867
#> 487  13.673  367.709
#> 488  16.118  493.025
#> 489  22.505 1353.197
#> 490  29.695 1671.124
#> 491  33.332 1017.097
#> 492  34.457 1088.708
#> 493  35.098 1358.354
#> 494  34.927 1245.350
#> 495  34.084 1357.668
#> 496  31.760 1514.171
#> 497  30.395 1618.020
#> 498  30.868 1702.049
#> 499  30.624 1638.769
#> 500  29.483 1568.947
#> 501  30.050 1309.653
#> 502  28.556 1162.349
#> 503  28.329 1067.933
#> 504  29.570  944.404
#> 517  15.680   99.786
#> 518  16.134  172.021
#> 519  18.588  392.321
#> 520  26.372  692.907
#> 521  32.346  686.573
#> 522  33.856  650.706
#> 523  34.793  898.669
#> 524  34.532 1091.181
#> 525  33.775 1349.046
#> 526  32.068 1495.788
#> 527  30.957 1554.707
#> 528  31.265 1520.511
#> 529  30.751 1590.815
#> 530  28.598 1718.083
#> 531  28.377 1556.821
#> 532  27.843 1449.483
#> 533  28.153 1359.549
#> 547  18.477   25.058
#> 548  15.692   81.933
#> 549  19.437  263.159
#> 550  26.563  763.352
#> 551  31.259  593.710
#> 552  32.853  546.970
#> 553  33.695  780.988
#> 554  33.011 1163.932
#> 555  31.964 1460.353
#> 556  31.474 1537.123
#> 557  31.401 1421.877
#> 558  30.685 1328.379
#> 559  30.587 1435.014
#> 560  28.727 1722.464
#> 561  27.081 1745.975
#> 562  26.295 1743.345
#> 563  26.960 1450.512
#> 577  20.536   10.447
#> 578  13.308   67.758
#> 579  16.942  221.823
#> 580  27.385 1126.651
#> 581  30.283  832.664
#> 582  31.504  663.991
#> 583  32.016  810.790
#> 584  31.641 1363.417
#> 585  30.298 1681.287
#> 586  30.164 1681.271
#> 587  29.819 1462.348
#> 588  29.230 1478.096
#> 589  28.068 1493.056
#> 590  27.317 1599.950
#> 591  25.042 1878.653
#> 607  19.990   11.755
#> 608  15.407   60.563
#> 609  17.869  299.929
#> 610  27.080  914.080
#> 611  29.071  785.334
#> 612  29.703  776.481
#> 613  30.384 1013.278
#> 614  30.805 1428.302
#> 615  30.007 1811.761
#> 616  28.503 1910.471
#> 617  26.882 1906.023
#> 618  25.584 1865.866
#> 619  25.182 1716.801
#> 637  16.200   31.355
#> 638  13.846   76.758
#> 639  20.383  314.003
#> 640  26.474  780.484
#> 641  28.197  732.282
#> 642  28.232  997.036
#> 643  28.771 1283.332
#> 644  29.004 1623.068
#> 645  28.703 1900.495
#> 646  26.928 2269.268
#> 647  24.405 2468.463
#> 648  22.857 2148.342
#> 667  11.669   82.163
#> 668  18.279  150.217
#> 669  23.083  612.820
#> 670  26.240  754.812
#> 671  26.910  811.968
#> 672  26.815 1145.211
#> 673  27.115 1476.981
#> 674  27.596 1684.359
#> 675  27.657 2047.948
#> 676  26.295 2416.136
#> 677  24.489 2631.488
#> 678  21.755 2335.467
#> 697  12.073  141.360
#> 698  21.227  262.804
#> 699  25.281  529.464
#> 700  25.481  733.305
#> 701  25.375  973.064
#> 702  25.477 1149.669
#> 703  25.956 1294.804
#> 704  26.177 1685.763
#> 705  25.941 2020.892
#> 706  25.243 2226.486
#> 707  24.345 2040.960
#> 727  15.549  187.263
#> 728  23.493  361.419
#> 729  24.666  590.505
#> 730  21.979  824.566
#> 731  23.345 1012.889
#> 732  24.307 1141.083
#> 733  24.649 1296.383
#> 734  24.691 1597.014
#> 735  24.132 1712.113
#> 736  24.410 1830.291
#> 757  14.548  287.769
#> 758  24.234  386.960
#> 759  22.997  678.919
#> 760  21.040  870.632
#> 761  22.047  983.928
#> 762  22.880 1082.864
#> 764  23.368 1296.155
#> 765  22.853 1324.180
#> 766  22.503 1437.924
#> 787  14.105  410.991
#> 788  21.824  363.550
#> 789  21.361  591.666
#> 790  21.351  903.007
#> 791  21.110 1063.600
#> 792  21.479 1040.506
#> 816  13.261  735.806
#> 817  15.249  402.657
#> 818  20.148  385.383
#> 819  20.500  634.324
#> 820  20.671  856.193
#> 821  20.557  937.410
#> 822  20.675 1046.829
#> 823  20.674 1009.052
#> 846  13.457  764.862
#> 847  17.996  229.209
#> 848  19.648  343.350
#> 849  19.766  493.122
#> 850  19.942  596.423
#> 851  19.182  835.158
#> 852  18.842  902.811
#> 853  18.513  877.986
#> 876  13.707  621.484
#> 877  17.950  174.790
#> 878  19.409  285.155
#> 879  19.933  367.431
#> 880  19.737  404.979
#> 906  13.301  546.015
#> 907  14.437  225.263
#> 908  16.217  246.686
#> 936  13.600  429.212
#> 937  13.841  211.130
#> 938  15.832  214.482
#> 966  12.741  341.512
#> 967  15.103  161.623
#> 968  16.932  192.512
#> 996  13.486  245.375
#> 997  15.648  162.815
#> 1025 10.346  645.588
#> 1026 13.131  165.181
#> 1027 15.139  212.425
#> 1055 10.357  601.319
#> 1056 13.110  157.058
#> 1057 14.366  175.023
#> 
#> $`in`
#>       bio_1   bio_12
#> 4    30.627 2112.245
#> 7    29.532 1348.703
#> 8    30.064 1252.197
#> 9    29.736 1109.941
#> 10   29.388 1059.031
#> 33   26.569 3233.250
#> 34   29.266 3292.163
#> 35   22.227 1966.646
#> 36   29.420 1937.498
#> 37   30.708 1870.829
#> 38   30.790 1825.596
#> 39   30.475 1758.840
#> 40   30.234 1607.836
#> 41   28.779 1550.735
#> 42   28.538 1806.396
#> 63   22.768 3588.135
#> 64   24.845 2469.376
#> 65   21.453 2206.777
#> 66   29.914 2541.304
#> 67   30.600 2533.326
#> 68   29.933 2498.906
#> 69   27.954 2504.709
#> 70   28.802 2713.450
#> 71   27.507 2313.660
#> 72   25.982 2027.155
#> 73   28.488 2101.682
#> 93   21.827 2129.885
#> 94   21.963 2223.195
#> 95   29.402 2897.349
#> 96   29.669 2620.292
#> 97   29.822 2797.406
#> 98   29.584 3038.936
#> 99   28.624 3075.124
#> 100  26.903 2925.933
#> 101  27.640 2556.814
#> 102  28.011 1873.133
#> 103  28.840 1938.464
#> 104  28.929 2220.940
#> 105  28.854 2493.141
#> 106  28.386 2771.916
#> 123  20.650 1969.213
#> 124  27.246 2533.698
#> 125  30.012 2638.450
#> 126  29.336 2676.411
#> 127  28.950 3064.761
#> 128  29.221 3372.052
#> 129  29.362 3013.746
#> 130  27.324 2602.673
#> 131  28.712 2252.245
#> 132  30.027 1827.663
#> 133  29.289 1734.341
#> 134  28.684 2012.102
#> 135  28.248 2189.087
#> 136  28.231 2519.101
#> 137  28.457 2774.531
#> 152  19.725 2379.993
#> 153  27.390 3754.984
#> 154  28.754 2814.516
#> 155  29.376 2598.071
#> 156  28.860 2883.744
#> 157  28.507 3195.080
#> 158  29.041 3159.238
#> 159  28.493 2669.437
#> 160  28.988 2492.474
#> 161  29.538 2065.074
#> 162  29.932 2003.660
#> 163  29.117 1947.854
#> 164  28.758 2119.346
#> 165  28.387 2255.445
#> 166  28.118 2353.735
#> 167  28.674 2445.190
#> 181  21.080 1706.308
#> 182  23.062 3493.725
#> 183  28.430 3581.397
#> 184  29.144 3031.931
#> 185  29.353 2747.545
#> 186  29.110 2895.097
#> 187  28.620 3140.948
#> 188  28.842 2950.102
#> 189  29.382 2418.957
#> 190  29.398 2611.310
#> 191  29.347 2526.697
#> 192  29.587 2385.878
#> 193  29.463 2331.662
#> 194  29.512 2598.742
#> 195  29.049 2597.648
#> 196  28.405 2287.488
#> 197  29.224 2274.784
#> 198  29.582 2364.784
#> 212  26.759 3323.453
#> 213  28.936 3426.649
#> 214  29.297 3428.476
#> 215  29.427 3085.027
#> 216  29.431 3089.466
#> 217  29.129 3223.414
#> 218  29.151 3087.201
#> 219  29.594 3124.224
#> 220  29.526 2998.182
#> 221  29.412 2737.118
#> 222  29.576 2589.019
#> 223  29.752 2468.937
#> 224  30.078 2532.511
#> 225  29.809 2338.110
#> 226  29.177 1967.096
#> 227  29.290 2132.470
#> 228  29.281 2584.231
#> 229  29.602 2553.102
#> 230  29.296 2161.326
#> 231  29.353 2130.550
#> 241  22.104 1357.370
#> 242  29.005 2645.748
#> 243  29.831 2634.704
#> 244  29.678 2820.831
#> 245  29.335 2986.882
#> 246  29.505 2907.359
#> 247  29.359 2710.686
#> 248  29.234 2810.249
#> 249  29.554 2780.895
#> 250  29.657 2467.737
#> 251  29.770 2664.241
#> 252  30.014 2556.032
#> 253  30.150 2452.676
#> 254  30.040 2619.779
#> 255  29.471 2414.696
#> 256  28.605 2038.016
#> 257  28.301 2155.914
#> 258  28.822 2250.942
#> 259  29.732 2299.397
#> 260  29.100 1865.407
#> 261  29.479 1704.030
#> 262  30.390 1833.634
#> 263  30.033 1722.701
#> 264  28.248 1089.350
#> 271  22.000  904.998
#> 272  23.223 1628.158
#> 273  29.883 2423.792
#> 274  29.838 2552.832
#> 275  29.042 2801.542
#> 276  28.969 2766.211
#> 277  29.017 2868.309
#> 278  29.132 2834.584
#> 279  29.421 2974.704
#> 280  29.629 2696.390
#> 281  29.864 2401.726
#> 282  30.222 2677.072
#> 283  30.065 2487.818
#> 284  29.846 2588.014
#> 285  29.270 2741.932
#> 286  28.710 2268.164
#> 287  28.262 2132.152
#> 288  28.422 2109.730
#> 289  29.551 1963.700
#> 290  28.883 1715.427
#> 291  28.700 1369.526
#> 292  29.388 1470.728
#> 293  29.599 1457.075
#> 294  27.943  828.553
#> 295  29.245  832.265
#> 302  19.106 1272.153
#> 303  28.815 2278.840
#> 304  29.301 2328.276
#> 305  28.586 2495.441
#> 306  28.423 2542.509
#> 307  28.488 2656.549
#> 308  28.797 2599.353
#> 309  29.324 2797.756
#> 310  29.388 2620.172
#> 311  29.354 2450.241
#> 312  29.560 2685.212
#> 313  29.514 2295.703
#> 314  29.403 2482.453
#> 315  29.353 2400.128
#> 316  29.140 2358.098
#> 317  28.490 2224.353
#> 318  28.559 2177.550
#> 319  29.321 2044.293
#> 320  28.997 1776.629
#> 321  28.533 1338.621
#> 322  29.186 1172.697
#> 323  29.661  950.028
#> 324  28.291  700.821
#> 325  27.205  819.992
#> 326  26.605  711.936
#> 327  25.934  750.445
#> 333  25.067 2601.651
#> 334  29.265 2158.973
#> 335  28.695 2111.113
#> 336  28.341 2283.386
#> 337  28.158 2397.086
#> 338  28.763 2279.671
#> 339  29.473 2223.152
#> 340  29.261 2371.881
#> 341  28.742 2569.617
#> 342  28.882 2465.922
#> 343  29.200 2222.356
#> 344  29.536 2234.883
#> 345  29.701 2414.116
#> 346  29.484 2326.201
#> 347  29.238 2213.493
#> 348  29.282 2079.062
#> 349  29.111 1958.934
#> 350  28.693 1647.461
#> 351  28.257 1306.882
#> 352  28.641  954.166
#> 353  29.372  682.170
#> 354  28.215  489.987
#> 355  26.818  459.868
#> 356  26.328  591.446
#> 363  14.020 1223.405
#> 364  26.113 1981.357
#> 365  28.517 2191.223
#> 366  28.287 2422.739
#> 367  28.576 2049.565
#> 368  29.475 1941.232
#> 369  30.354 1989.440
#> 370  29.228 2083.640
#> 371  28.350 2216.420
#> 372  28.216 2303.481
#> 373  28.465 2192.932
#> 374  28.964 2259.663
#> 375  29.408 2200.792
#> 376  29.294 2285.954
#> 377  29.704 2099.563
#> 378  30.341 1846.010
#> 379  29.026 1771.861
#> 380  28.264 1543.827
#> 381  27.171 1161.755
#> 382  28.025  908.188
#> 383  28.184  623.617
#> 384  25.716  533.054
#> 385  26.286  565.530
#> 394  18.090 1235.078
#> 395  22.067 1649.648
#> 396  27.177 3717.173
#> 397  28.704 2804.515
#> 398  29.722 2086.446
#> 399  30.483 1820.433
#> 400  29.919 1742.879
#> 401  28.910 1813.641
#> 402  28.224 2033.520
#> 403  27.997 2217.746
#> 404  28.378 2299.704
#> 405  28.295 2166.955
#> 406  28.409 1882.648
#> 407  29.066 1737.385
#> 408  30.200 1659.164
#> 409  29.342 1637.676
#> 410  28.695 1475.702
#> 411  27.541 1275.674
#> 412  27.800  890.032
#> 413  26.480  673.706
#> 414  25.102  667.135
#> 424  11.601  817.280
#> 425  10.338  879.549
#> 426  10.056 1037.599
#> 427  19.647 1867.428
#> 428  28.335 2121.660
#> 429  29.813 2066.605
#> 430  29.860 1754.091
#> 431  29.441 1557.066
#> 432  28.933 1783.279
#> 433  27.770 2003.152
#> 434  27.950 1979.706
#> 435  27.820 1819.029
#> 436  27.245 1850.699
#> 437  28.406 1640.618
#> 438  29.492 1605.349
#> 439  28.318 1544.556
#> 440  27.270 1476.825
#> 441  27.045 1206.793
#> 442  27.747  827.799
#> 443  26.392  650.409
#> 444  24.930  574.069
#> 456   8.628  547.941
#> 457  12.466  761.592
#> 458  22.870 1422.284
#> 459  28.509 2854.209
#> 460  29.425 2420.553
#> 461  28.843 1260.629
#> 462  29.423 1351.528
#> 463  29.811 1605.806
#> 464  29.065 1467.887
#> 465  28.118 1531.758
#> 466  26.760 1773.906
#> 467  27.578 1670.106
#> 468  28.382 1667.486
#> 469  26.698 1602.239
#> 470  25.586 1430.032
#> 471  26.765 1265.850
#> 472  26.980  897.894
#> 473  25.291  729.489
#> 474  25.269  693.265
#> 487  10.036  328.419
#> 488  12.452  437.611
#> 489  19.147 1281.641
#> 490  25.919 1663.798
#> 491  28.842  993.016
#> 492  29.704 1140.275
#> 493  30.236 1388.975
#> 494  30.054 1276.848
#> 495  29.326 1448.082
#> 496  27.253 1639.154
#> 497  26.154 1686.339
#> 498  26.825 1672.379
#> 499  26.747 1551.621
#> 500  25.803 1458.398
#> 501  26.605 1176.478
#> 502  25.319  995.100
#> 503  25.119  870.153
#> 504  26.221  829.775
#> 517  11.948  124.888
#> 518  11.526  201.781
#> 519  14.826  408.722
#> 520  23.144  672.738
#> 521  28.628  619.050
#> 522  29.608  679.733
#> 523  30.316  913.298
#> 524  29.967 1114.052
#> 525  29.213 1396.667
#> 526  27.647 1537.339
#> 527  26.684 1544.654
#> 528  27.079 1439.748
#> 529  26.705 1458.912
#> 530  24.803 1547.830
#> 531  24.895 1358.905
#> 532  24.485 1204.432
#> 533  24.790 1088.573
#> 547  15.028   36.546
#> 548  11.287  109.632
#> 549  15.471  303.163
#> 550  23.378  742.696
#> 551  28.025  521.852
#> 552  29.046  561.893
#> 553  29.694  788.313
#> 554  28.859 1154.599
#> 555  27.787 1417.077
#> 556  27.313 1457.794
#> 557  27.224 1320.664
#> 558  26.508 1211.551
#> 559  26.490 1277.291
#> 560  24.870 1467.770
#> 561  23.509 1446.671
#> 562  22.841 1388.413
#> 563  23.619 1126.281
#> 577  17.358   14.217
#> 578   9.145   94.548
#> 579  13.012  256.805
#> 580  24.469 1034.478
#> 581  27.469  725.708
#> 582  28.159  657.592
#> 583  28.435  810.490
#> 584  27.946 1287.003
#> 585  26.430 1558.195
#> 586  26.214 1530.488
#> 587  25.842 1301.511
#> 588  25.337 1310.489
#> 589  24.331 1301.187
#> 590  23.716 1345.902
#> 591  21.676 1544.553
#> 607  16.741   14.053
#> 608  11.307   79.365
#> 609  14.153  317.354
#> 610  24.468  818.371
#> 611  26.407  707.833
#> 612  26.681  745.158
#> 613  27.109  970.314
#> 614  27.427 1312.065
#> 615  26.360 1641.617
#> 616  24.684 1675.148
#> 617  23.095 1641.345
#> 618  22.053 1576.992
#> 619  22.079 1443.129
#> 637  12.707   32.935
#> 638   9.937   89.588
#> 639  17.069  315.642
#> 640  24.076  711.998
#> 641  25.646  672.837
#> 642  25.552  922.773
#> 643  25.854 1161.020
#> 644  25.956 1449.053
#> 645  25.414 1626.888
#> 646  23.303 1882.936
#> 647  20.803 2014.345
#> 648  19.712 1728.513
#> 667   8.114   82.207
#> 668  14.972  148.679
#> 669  20.460  566.990
#> 670  24.078  688.732
#> 671  24.592  714.088
#> 672  24.418 1009.152
#> 673  24.547 1285.499
#> 674  24.856 1452.256
#> 675  24.666 1678.703
#> 676  23.006 1874.503
#> 677  21.164 1993.508
#> 678  18.807 1752.091
#> 697   8.788  130.389
#> 698  18.442  234.948
#> 699  23.044  466.559
#> 700  23.343  661.592
#> 701  23.197  847.741
#> 702  23.151  971.531
#> 703  23.549 1103.630
#> 704  23.609 1471.053
#> 705  23.256 1707.648
#> 706  22.420 1809.516
#> 707  21.537 1644.908
#> 727  12.537  160.061
#> 728  20.954  306.838
#> 729  22.593  516.244
#> 730  19.996  759.191
#> 731  21.488  937.012
#> 732  22.060 1023.469
#> 733  22.353 1150.066
#> 734  22.340 1440.489
#> 735  21.706 1525.459
#> 736  21.980 1596.202
#> 757  11.759  236.288
#> 758  21.814  314.011
#> 759  21.053  577.254
#> 760  19.174  782.760
#> 761  20.048  922.767
#> 762  20.710 1064.746
#> 764  21.058 1295.991
#> 765  20.560 1303.167
#> 766  20.426 1395.604
#> 787  11.458  350.094
#> 788  19.468  297.334
#> 789  19.522  498.181
#> 790  19.722  810.095
#> 791  19.278  989.644
#> 792  19.419 1049.045
#> 816  10.642  667.307
#> 817  12.700  359.048
#> 818  18.050  326.224
#> 819  18.875  546.347
#> 820  19.009  774.579
#> 821  18.724  882.545
#> 822  18.702 1054.752
#> 823  18.642 1073.214
#> 846  10.950  766.328
#> 847  15.552  209.271
#> 848  17.834  304.437
#> 849  18.321  445.747
#> 850  18.205  537.271
#> 851  17.301  772.651
#> 852  16.899  884.911
#> 853  16.615  913.532
#> 876  11.220  650.255
#> 877  15.595  159.681
#> 878  17.394  243.276
#> 879  18.147  313.522
#> 880  17.961  351.801
#> 906  10.701  569.313
#> 907  11.960  208.530
#> 908  14.100  210.313
#> 936  10.864  454.800
#> 937  11.242  202.221
#> 938  13.625  190.913
#> 966  10.136  364.375
#> 967  12.635  155.909
#> 968  14.737  178.273
#> 996  10.821  258.959
#> 997  13.196  155.322
#> 1025  7.136  689.406
#> 1026 10.080  162.283
#> 1027 12.520  202.098
#> 1055  7.137  600.990
#> 1056 10.025  151.355
#> 1057 11.879  170.338
#> 
#> $me
#>       bio_1   bio_12
#> 4    31.635 1861.190
#> 7    30.756 1062.920
#> 8    31.185  992.474
#> 9    31.002  991.793
#> 10   30.976  957.849
#> 33   27.032 3006.087
#> 34   30.007 3045.678
#> 35   23.157 1846.085
#> 36   30.451 1684.458
#> 37   31.837 1554.872
#> 38   32.026 1511.097
#> 39   31.940 1567.573
#> 40   32.280 1382.790
#> 41   32.027  926.101
#> 42   31.555 1050.773
#> 63   23.148 3638.794
#> 64   25.329 2504.951
#> 65   22.092 2121.807
#> 66   30.708 2347.421
#> 67   31.479 2293.463
#> 68   30.940 2209.777
#> 69   29.312 2281.892
#> 70   30.748 2395.227
#> 71   30.480 1695.013
#> 72   28.981 1431.815
#> 73   30.814 1577.996
#> 93   22.110 2282.523
#> 94   22.254 2298.365
#> 95   29.797 2923.420
#> 96   30.234 2643.714
#> 97   30.408 2794.093
#> 98   30.203 2933.932
#> 99   29.623 2987.806
#> 100  28.406 2848.229
#> 101  29.679 2369.893
#> 102  30.398 1598.849
#> 103  31.378 1520.478
#> 104  31.356 1572.268
#> 105  30.944 1652.970
#> 106  29.822 1970.327
#> 123  20.915 2058.709
#> 124  27.488 2574.872
#> 125  30.261 2749.637
#> 126  29.705 2856.032
#> 127  29.377 3315.407
#> 128  29.675 3627.041
#> 129  29.948 3193.862
#> 130  28.182 2727.017
#> 131  29.954 2221.270
#> 132  31.683 1629.688
#> 133  31.388 1434.270
#> 134  31.021 1570.551
#> 135  30.608 1584.342
#> 136  30.241 1758.503
#> 137  29.857 1979.637
#> 152  20.093 2421.945
#> 153  27.595 3736.639
#> 154  28.790 2879.771
#> 155  29.310 2806.986
#> 156  28.974 3260.387
#> 157  28.764 3718.275
#> 158  29.318 3677.099
#> 159  28.738 3028.744
#> 160  29.269 2696.463
#> 161  30.054 2108.556
#> 162  30.858 1932.705
#> 163  30.587 1840.113
#> 164  30.743 1921.831
#> 165  30.683 1882.020
#> 166  30.391 1761.450
#> 167  30.437 1790.640
#> 181  21.465 1776.567
#> 182  23.306 3542.418
#> 183  28.493 3436.103
#> 184  28.948 3050.896
#> 185  29.132 2947.133
#> 186  29.106 3307.060
#> 187  28.797 3703.157
#> 188  29.031 3433.319
#> 189  29.548 2692.456
#> 190  29.608 2759.054
#> 191  29.698 2536.157
#> 192  30.203 2379.145
#> 193  30.432 2344.111
#> 194  30.994 2539.551
#> 195  30.956 2388.322
#> 196  30.475 1892.356
#> 197  31.074 1775.071
#> 198  31.048 1833.029
#> 212  26.928 3237.808
#> 213  28.941 3221.192
#> 214  29.031 3514.998
#> 215  29.150 3346.939
#> 216  29.242 3459.307
#> 217  29.099 3675.817
#> 218  29.270 3459.832
#> 219  29.805 3364.937
#> 220  29.831 3128.715
#> 221  29.794 2766.168
#> 222  30.087 2604.573
#> 223  30.470 2454.246
#> 224  31.233 2401.559
#> 225  31.371 2101.054
#> 226  31.057 1640.824
#> 227  31.186 1698.105
#> 228  30.963 1996.167
#> 229  30.921 2026.211
#> 230  30.189 1791.751
#> 231  29.923 1858.164
#> 241  22.353 1338.771
#> 242  29.152 2525.360
#> 243  29.829 2525.744
#> 244  29.425 2953.513
#> 245  29.008 3218.726
#> 246  29.159 3142.497
#> 247  29.181 2941.806
#> 248  29.312 3005.580
#> 249  29.825 2899.556
#> 250  30.089 2546.035
#> 251  30.205 2727.163
#> 252  30.518 2564.468
#> 253  30.775 2353.334
#> 254  31.000 2362.016
#> 255  30.786 2086.213
#> 256  30.308 1715.151
#> 257  30.122 1783.728
#> 258  30.533 1816.709
#> 259  31.130 1836.297
#> 260  30.099 1482.115
#> 261  30.008 1326.698
#> 262  30.458 1529.722
#> 263  29.770 1652.208
#> 264  27.941 1071.996
#> 271  22.245  903.313
#> 272  23.418 1619.931
#> 273  30.023 2324.797
#> 274  29.954 2530.236
#> 275  29.189 2762.956
#> 276  29.056 2681.530
#> 277  29.183 2767.287
#> 278  29.450 2739.566
#> 279  29.948 2879.369
#> 280  30.321 2647.504
#> 281  30.569 2355.937
#> 282  30.952 2562.341
#> 283  30.868 2290.658
#> 284  30.954 2250.138
#> 285  30.681 2307.515
#> 286  30.464 1892.916
#> 287  30.138 1772.907
#> 288  30.238 1734.841
#> 289  31.067 1564.244
#> 290  30.019 1318.028
#> 291  29.367 1020.937
#> 292  29.634 1161.319
#> 293  29.517 1315.834
#> 294  27.757  803.013
#> 295  29.108  856.244
#> 302  19.417 1320.604
#> 303  29.110 2174.040
#> 304  29.665 2115.857
#> 305  29.050 2240.066
#> 306  28.900 2244.851
#> 307  29.048 2282.138
#> 308  29.442 2241.471
#> 309  30.160 2483.102
#> 310  30.362 2388.854
#> 311  30.350 2254.722
#> 312  30.556 2430.377
#> 313  30.549 2029.277
#> 314  30.696 2106.722
#> 315  30.912 1974.939
#> 316  30.932 1937.865
#> 317  30.350 1843.547
#> 318  30.355 1810.396
#> 319  30.860 1650.603
#> 320  30.212 1387.142
#> 321  29.383 1018.906
#> 322  29.678  927.159
#> 323  29.877  832.312
#> 324  28.405  688.346
#> 325  27.327  864.799
#> 326  27.009  741.360
#> 327  26.602  760.834
#> 333  25.421 2601.810
#> 334  29.638 1959.465
#> 335  29.162 1804.742
#> 336  28.957 1939.131
#> 337  28.950 2007.045
#> 338  29.696 1870.574
#> 339  30.605 1832.383
#> 340  30.516 2005.495
#> 341  29.993 2213.485
#> 342  30.152 2131.951
#> 343  30.526 1922.331
#> 344  31.060 1910.564
#> 345  31.423 2027.267
#> 346  31.326 1940.673
#> 347  30.968 1865.350
#> 348  30.753 1778.375
#> 349  30.373 1658.818
#> 350  29.757 1377.657
#> 351  29.123 1083.066
#> 352  29.263  825.979
#> 353  29.836  652.714
#> 354  28.639  512.424
#> 355  27.331  488.873
#> 356  27.082  595.523
#> 363  14.457 1338.812
#> 364  26.671 1883.042
#> 365  29.081 1894.509
#> 366  28.898 2010.050
#> 367  29.255 1691.082
#> 368  30.272 1632.445
#> 369  31.440 1636.994
#> 370  30.592 1681.063
#> 371  29.802 1790.324
#> 372  29.715 1895.878
#> 373  29.997 1855.838
#> 374  30.566 1923.375
#> 375  31.074 1872.011
#> 376  30.962 1955.459
#> 377  31.176 1827.419
#> 378  31.501 1653.683
#> 379  29.977 1602.132
#> 380  29.060 1412.791
#> 381  27.855 1075.897
#> 382  28.549  876.328
#> 383  28.631  647.721
#> 384  26.142  582.531
#> 385  26.825  597.920
#> 394  18.641 1298.697
#> 395  22.693 1647.332
#> 396  27.862 3424.025
#> 397  29.341 2385.932
#> 398  30.317 1722.945
#> 399  31.336 1535.883
#> 400  31.159 1420.817
#> 401  30.464 1430.482
#> 402  29.890 1637.395
#> 403  29.636 1880.325
#> 404  29.926 1991.749
#> 405  29.766 1905.911
#> 406  29.761 1675.484
#> 407  30.199 1567.463
#> 408  31.042 1538.595
#> 409  29.953 1563.712
#> 410  29.147 1450.232
#> 411  27.971 1281.202
#> 412  28.133  923.490
#> 413  26.773  731.968
#> 414  25.383  738.879
#> 424  12.168  889.310
#> 425  11.182 1012.449
#> 426  10.957 1151.833
#> 427  20.474 1795.897
#> 428  29.048 1831.131
#> 429  30.534 1707.831
#> 430  30.790 1491.658
#> 431  30.710 1307.964
#> 432  30.415 1529.254
#> 433  29.269 1805.745
#> 434  29.296 1799.271
#> 435  28.987 1652.810
#> 436  28.176 1665.793
#> 437  29.125 1473.109
#> 438  29.972 1460.210
#> 439  28.688 1464.417
#> 440  27.558 1454.060
#> 441  27.276 1198.333
#> 442  27.818  859.878
#> 443  26.272  722.484
#> 444  24.904  653.612
#> 456   9.570  691.384
#> 457  13.467  938.993
#> 458  23.664 1455.849
#> 459  29.292 2576.392
#> 460  30.186 2138.169
#> 461  29.844 1168.315
#> 462  30.588 1298.251
#> 463  31.007 1578.976
#> 464  30.152 1393.780
#> 465  29.035 1396.290
#> 466  27.336 1594.162
#> 467  27.920 1480.621
#> 468  28.558 1478.858
#> 469  26.807 1492.046
#> 470  25.660 1391.545
#> 471  26.783 1251.210
#> 472  26.828  936.372
#> 473  24.878  825.863
#> 474  25.004  821.093
#> 487  10.750  442.240
#> 488  13.424  537.350
#> 489  19.855 1307.514
#> 490  26.621 1551.354
#> 491  29.583  978.004
#> 492  30.521 1178.892
#> 493  31.079 1452.421
#> 494  30.837 1251.591
#> 495  29.934 1332.769
#> 496  27.558 1469.948
#> 497  26.235 1481.602
#> 498  26.745 1451.671
#> 499  26.623 1413.737
#> 500  25.669 1399.323
#> 501  26.486 1171.127
#> 502  25.186 1055.681
#> 503  24.864  995.666
#> 504  26.106 1014.001
#> 517  12.642  148.914
#> 518  12.663  237.126
#> 519  15.492  438.218
#> 520  23.819  665.778
#> 521  29.295  618.381
#> 522  30.285  694.316
#> 523  30.963  945.982
#> 524  30.478 1107.762
#> 525  29.519 1323.377
#> 526  27.682 1412.659
#> 527  26.491 1385.807
#> 528  26.683 1276.948
#> 529  26.365 1352.903
#> 530  24.573 1502.117
#> 531  24.737 1370.137
#> 532  24.372 1297.809
#> 533  24.695 1244.472
#> 547  15.456   38.398
#> 548  12.169  110.038
#> 549  16.260  295.507
#> 550  24.224  721.438
#> 551  28.803  510.687
#> 552  29.730  557.729
#> 553  30.222  805.360
#> 554  29.155 1165.334
#> 555  27.852 1389.504
#> 556  27.134 1392.512
#> 557  26.802 1237.042
#> 558  25.866 1129.975
#> 559  26.027 1223.953
#> 560  24.642 1463.788
#> 561  23.335 1494.892
#> 562  22.722 1508.809
#> 563  23.537 1291.120
#> 577  17.464   13.756
#> 578   9.817   85.614
#> 579  14.000  233.302
#> 580  25.581 1003.397
#> 581  28.235  715.650
#> 582  28.656  662.795
#> 583  28.711  840.234
#> 584  27.917 1319.987
#> 585  26.156 1540.368
#> 586  25.747 1461.441
#> 587  25.195 1231.257
#> 588  24.525 1256.717
#> 589  23.802 1257.257
#> 590  23.477 1318.551
#> 591  21.421 1554.241
#> 607  16.903   12.646
#> 608  11.999   68.269
#> 609  15.257  290.093
#> 610  25.712  793.700
#> 611  27.131  708.161
#> 612  27.036  767.614
#> 613  27.206 1014.694
#> 614  27.153 1343.820
#> 615  25.840 1624.565
#> 616  24.077 1597.071
#> 617  22.382 1558.492
#> 618  21.255 1539.825
#> 619  21.612 1401.274
#> 637  13.162   29.596
#> 638  10.822   77.852
#> 639  18.128  291.206
#> 640  25.078  682.205
#> 641  26.105  679.498
#> 642  25.635  972.009
#> 643  25.739 1242.849
#> 644  25.636 1532.521
#> 645  24.920 1699.700
#> 646  22.739 1912.956
#> 647  20.254 2002.754
#> 648  19.176 1710.321
#> 667   8.672   74.253
#> 668  15.838  132.736
#> 669  21.360  535.146
#> 670  24.684  676.226
#> 671  24.692  752.673
#> 672  24.227 1090.435
#> 673  24.249 1390.689
#> 674  24.513 1567.196
#> 675  24.202 1797.568
#> 676  22.421 1996.594
#> 677  20.619 2082.671
#> 678  18.355 1794.889
#> 697   9.337  119.385
#> 698  19.152  217.058
#> 699  23.672  443.084
#> 700  23.578  663.778
#> 701  23.061  905.325
#> 702  22.818 1076.024
#> 703  23.167 1212.524
#> 704  23.271 1558.799
#> 705  22.868 1807.940
#> 706  21.849 1935.867
#> 707  20.911 1757.133
#> 727  13.002  154.075
#> 728  21.509  293.285
#> 729  22.970  489.315
#> 730  20.128  742.901
#> 731  21.268  951.341
#> 732  21.699 1083.716
#> 733  22.009 1244.453
#> 734  22.034 1537.846
#> 735  21.365 1615.526
#> 736  21.487 1682.695
#> 757  12.109  238.305
#> 758  22.237  310.936
#> 759  21.282  559.121
#> 760  19.179  781.308
#> 761  19.801  919.975
#> 762  20.430 1061.178
#> 764  20.813 1366.822
#> 765  20.287 1386.288
#> 766  19.991 1458.735
#> 787  11.743  355.836
#> 788  19.845  293.537
#> 789  19.697  475.215
#> 790  19.710  778.082
#> 791  19.147  958.444
#> 792  19.246 1015.550
#> 816  10.851  705.331
#> 817  12.953  358.440
#> 818  18.408  312.094
#> 819  19.087  503.542
#> 820  19.090  714.862
#> 821  18.682  830.426
#> 822  18.580 1001.283
#> 823  18.459 1037.959
#> 846  11.102  777.503
#> 847  15.861  203.776
#> 848  18.184  280.686
#> 849  18.547  397.283
#> 850  18.324  486.675
#> 851  17.327  714.658
#> 852  16.816  830.992
#> 853  16.453  865.163
#> 876  11.415  638.054
#> 877  15.889  150.952
#> 878  17.660  223.325
#> 879  18.298  282.270
#> 880  18.081  318.673
#> 906  10.873  550.181
#> 907  12.228  192.470
#> 908  14.356  188.235
#> 936  10.978  438.751
#> 937  11.443  184.926
#> 938  13.811  168.160
#> 966  10.203  358.364
#> 967  12.801  144.876
#> 968  14.960  159.248
#> 996  10.829  261.803
#> 997  13.326  148.402
#> 1025  6.926  755.070
#> 1026  9.978  164.925
#> 1027 12.477  196.534
#> 1055  7.009  658.957
#> 1056  9.845  158.228
#> 1057 11.696  169.828
#> 
#> $ml
#>       bio_1   bio_12
#> 4    31.437 1875.755
#> 7    31.119  981.851
#> 8    31.326  889.284
#> 9    30.501  823.928
#> 10   29.771  883.918
#> 33   27.047 2918.465
#> 34   30.437 3111.120
#> 35   24.018 1709.161
#> 36   31.661 1475.866
#> 37   32.857 1462.879
#> 38   32.762 1372.253
#> 39   32.058 1305.223
#> 40   31.435 1200.632
#> 41   29.784 1155.917
#> 42   29.165 1466.955
#> 63   23.523 3534.142
#> 64   26.194 2303.722
#> 65   23.398 1858.262
#> 66   32.135 1990.092
#> 67   32.710 2265.226
#> 68   32.107 2087.757
#> 69   30.145 2003.773
#> 70   30.852 2146.134
#> 71   29.326 1739.139
#> 72   27.326 1532.695
#> 73   29.259 1798.629
#> 93   22.877 2148.179
#> 94   23.641 1995.059
#> 95   31.481 2408.421
#> 96   31.700 2197.173
#> 97   31.676 2698.342
#> 98   31.618 2786.974
#> 99   31.064 2647.889
#> 100  29.515 2454.655
#> 101  30.043 2066.898
#> 102  30.007 1471.864
#> 103  30.407 1544.867
#> 104  30.260 1754.513
#> 105  30.085 1877.286
#> 106  29.314 2122.727
#> 123  22.076 1933.623
#> 124  29.145 2235.485
#> 125  31.940 2435.061
#> 126  31.025 2650.553
#> 127  30.548 3064.151
#> 128  31.079 3377.893
#> 129  31.812 2865.246
#> 130  30.196 2264.534
#> 131  31.523 1857.913
#> 132  32.455 1558.357
#> 133  31.403 1501.430
#> 134  30.716 1655.771
#> 135  30.120 1695.228
#> 136  29.515 1941.103
#> 137  28.824 2381.788
#> 152  20.913 2391.677
#> 153  29.105 3166.678
#> 154  30.441 2424.385
#> 155  30.642 2650.320
#> 156  30.023 3069.815
#> 157  29.800 3239.276
#> 158  30.733 3173.331
#> 159  30.911 2525.160
#> 160  31.935 2127.342
#> 161  32.579 1717.657
#> 162  32.739 1758.591
#> 163  31.649 1744.277
#> 164  31.102 1836.502
#> 165  30.429 1862.863
#> 166  29.521 1889.707
#> 167  29.188 2135.957
#> 181  22.036 2021.219
#> 182  24.543 3378.897
#> 183  30.112 3021.894
#> 184  30.416 2736.487
#> 185  30.135 2798.458
#> 186  29.902 3054.372
#> 187  29.751 3296.263
#> 188  30.394 3008.728
#> 189  31.595 2232.651
#> 190  32.276 2127.343
#> 191  32.593 2012.441
#> 192  32.840 1942.296
#> 193  32.525 1895.159
#> 194  32.257 2029.287
#> 195  31.293 2019.814
#> 196  29.994 1826.234
#> 197  30.188 1866.752
#> 198  30.185 2013.077
#> 212  28.316 3006.487
#> 213  30.531 2875.228
#> 214  30.454 3098.944
#> 215  30.283 2929.900
#> 216  30.383 3074.618
#> 217  30.558 3251.068
#> 218  30.900 3088.136
#> 219  31.588 3065.362
#> 220  31.965 2704.539
#> 221  32.401 2245.538
#> 222  32.869 2013.466
#> 223  33.073 1864.244
#> 224  33.174 1837.705
#> 225  32.420 1648.849
#> 226  31.252 1392.325
#> 227  30.914 1526.617
#> 228  30.562 1929.543
#> 229  30.438 2104.060
#> 230  29.709 1978.294
#> 231  29.431 2192.869
#> 241  23.068 1409.631
#> 242  30.436 2337.101
#> 243  31.277 2342.111
#> 244  30.893 2542.556
#> 245  30.468 2581.795
#> 246  30.852 2492.320
#> 247  31.202 2244.486
#> 248  31.276 2362.314
#> 249  31.573 2571.345
#> 250  31.785 2357.630
#> 251  32.179 2381.574
#> 252  32.784 2083.418
#> 253  33.161 1872.635
#> 254  33.059 1909.255
#> 255  32.191 1698.621
#> 256  30.861 1398.883
#> 257  30.110 1524.181
#> 258  30.247 1659.269
#> 259  30.696 1855.825
#> 260  29.669 1634.403
#> 261  29.809 1629.913
#> 262  30.643 1788.128
#> 263  30.365 1656.535
#> 264  28.556 1068.826
#> 271  22.915  905.799
#> 272  24.601 1443.994
#> 273  31.368 2134.076
#> 274  31.242 2291.988
#> 275  30.478 2371.903
#> 276  30.534 2188.921
#> 277  30.819 2134.699
#> 278  31.112 2064.073
#> 279  31.504 2375.201
#> 280  31.696 2387.823
#> 281  31.915 2175.592
#> 282  32.372 2312.579
#> 283  32.405 2016.700
#> 284  32.315 1985.707
#> 285  31.633 2054.972
#> 286  30.722 1716.020
#> 287  29.837 1649.617
#> 288  29.574 1686.061
#> 289  30.366 1688.540
#> 290  29.467 1558.794
#> 291  29.156 1274.270
#> 292  29.842 1407.459
#> 293  30.133 1463.606
#> 294  28.462  882.409
#> 295  29.593  928.202
#> 302  20.576 1184.477
#> 303  30.436 1929.598
#> 304  30.896 1952.757
#> 305  30.281 2043.922
#> 306  30.164 2028.718
#> 307  30.163 2015.051
#> 308  30.516 1851.635
#> 309  31.219 2012.555
#> 310  31.386 2008.071
#> 311  31.322 2034.735
#> 312  31.438 2322.890
#> 313  31.352 1984.957
#> 314  31.233 2046.878
#> 315  31.131 1935.937
#> 316  30.732 1962.394
#> 317  29.778 1889.604
#> 318  29.474 1855.686
#> 319  30.022 1844.375
#> 320  29.580 1679.100
#> 321  29.024 1288.958
#> 322  29.608 1137.311
#> 323  30.112  958.389
#> 324  28.789  761.416
#> 325  27.620  927.377
#> 326  26.907  790.121
#> 327  26.107  826.289
#> 333  26.695 2364.043
#> 334  30.924 1774.147
#> 335  30.458 1579.503
#> 336  30.179 1713.590
#> 337  29.907 1849.377
#> 338  30.453 1723.512
#> 339  31.178 1625.727
#> 340  31.032 1630.829
#> 341  30.616 1835.828
#> 342  30.768 1964.377
#> 343  30.888 1892.611
#> 344  30.941 1936.796
#> 345  30.989 2064.460
#> 346  30.736 2025.419
#> 347  30.358 1990.039
#> 348  30.117 1897.596
#> 349  29.726 1866.588
#> 350  29.212 1630.041
#> 351  28.700 1332.065
#> 352  28.939  993.102
#> 353  29.629  745.355
#> 354  28.526  561.099
#> 355  27.143  517.889
#> 356  26.619  611.912
#> 363  15.449 1245.230
#> 364  27.741 1753.833
#> 365  30.168 1680.320
#> 366  30.002 1674.939
#> 367  30.435 1438.037
#> 368  31.506 1418.247
#> 369  32.264 1480.061
#> 370  30.918 1443.339
#> 371  30.048 1479.805
#> 372  30.099 1586.329
#> 373  30.203 1660.287
#> 374  30.254 1906.726
#> 375  30.442 1923.971
#> 376  30.321 2048.592
#> 377  30.701 1970.303
#> 378  31.081 1839.180
#> 379  29.540 1832.846
#> 380  28.670 1641.344
#> 381  27.463 1264.146
#> 382  28.158 1017.733
#> 383  28.269  733.774
#> 384  25.831  623.722
#> 385  26.452  622.520
#> 394  19.402 1295.172
#> 395  23.457 1633.464
#> 396  28.559 3131.822
#> 397  30.416 1996.066
#> 398  31.985 1247.430
#> 399  32.788 1166.634
#> 400  31.828 1300.254
#> 401  30.539 1337.752
#> 402  29.925 1412.373
#> 403  29.667 1615.733
#> 404  29.677 1891.970
#> 405  29.261 1981.261
#> 406  29.273 1778.089
#> 407  29.864 1711.553
#> 408  30.786 1764.113
#> 409  29.714 1839.625
#> 410  28.914 1670.227
#> 411  27.637 1454.148
#> 412  27.789 1051.757
#> 413  26.453  830.967
#> 414  25.133  791.031
#> 424  12.763  789.359
#> 425  11.825  970.761
#> 426  11.444 1127.687
#> 427  21.084 1767.686
#> 428  30.216 1628.446
#> 429  31.983 1265.631
#> 430  31.849 1323.336
#> 431  31.142 1307.823
#> 432  30.518 1445.421
#> 433  29.299 1600.973
#> 434  29.242 1691.842
#> 435  28.774 1705.402
#> 436  27.973 1799.790
#> 437  29.002 1644.439
#> 438  29.903 1762.244
#> 439  28.521 1788.089
#> 440  27.298 1701.832
#> 441  26.896 1398.469
#> 442  27.521 1020.757
#> 443  26.202  853.550
#> 444  24.918  692.722
#> 456  10.213  609.909
#> 457  13.998  901.378
#> 458  24.319 1489.945
#> 459  30.210 2307.657
#> 460  31.178 1887.714
#> 461  30.481 1136.193
#> 462  30.957 1257.968
#> 463  31.254 1430.005
#> 464  30.341 1314.533
#> 465  29.071 1443.311
#> 466  27.370 1754.290
#> 467  27.973 1759.396
#> 468  28.582 1909.626
#> 469  26.696 1903.791
#> 470  25.387 1683.044
#> 471  26.386 1492.511
#> 472  26.571 1153.604
#> 473  24.934 1002.075
#> 474  25.160  861.922
#> 487  11.635  327.081
#> 488  14.015  496.707
#> 489  20.374 1311.345
#> 490  27.409 1447.367
#> 491  30.403  871.475
#> 492  31.246 1086.488
#> 493  31.709 1294.714
#> 494  31.356 1116.572
#> 495  30.270 1319.530
#> 496  27.787 1624.762
#> 497  26.388 1813.122
#> 498  26.926 1886.180
#> 499  26.717 1800.415
#> 500  25.639 1741.045
#> 501  26.346 1440.528
#> 502  25.169 1281.552
#> 503  25.060 1157.677
#> 504  26.285 1028.703
#> 517  13.743   80.209
#> 518  13.458  173.674
#> 519  15.941  429.682
#> 520  24.357  642.951
#> 521  30.130  525.968
#> 522  31.281  619.453
#> 523  31.914  852.174
#> 524  31.349  961.828
#> 525  30.227 1233.132
#> 526  28.228 1492.404
#> 527  27.016 1619.938
#> 528  27.408 1570.162
#> 529  26.930 1581.844
#> 530  24.915 1796.954
#> 531  25.006 1640.994
#> 532  24.695 1504.354
#> 533  25.065 1394.291
#> 547  16.354   19.506
#> 548  12.993   71.073
#> 549  16.574  268.531
#> 550  24.575  667.478
#> 551  29.609  412.023
#> 552  30.895  466.334
#> 553  31.420  721.560
#> 554  30.351 1020.095
#> 555  29.074 1207.455
#> 556  28.135 1377.389
#> 557  27.836 1322.153
#> 558  27.164 1234.535
#> 559  27.129 1320.907
#> 560  25.295 1649.847
#> 561  23.788 1679.624
#> 562  23.144 1654.239
#> 563  23.943 1386.396
#> 577  18.202    8.940
#> 578  10.573   55.841
#> 579  14.209  209.860
#> 580  25.910  900.638
#> 581  29.154  568.135
#> 582  30.048  518.990
#> 583  30.204  735.638
#> 584  29.512 1176.296
#> 585  27.932 1270.977
#> 586  27.252 1358.823
#> 587  26.597 1226.608
#> 588  26.143 1261.991
#> 589  25.180 1270.664
#> 590  24.364 1394.484
#> 591  22.043 1649.383
#> 607  17.525   11.099
#> 608  12.581   52.608
#> 609  15.391  270.065
#> 610  26.071  711.001
#> 611  28.161  565.844
#> 612  28.563  597.925
#> 613  28.914  869.734
#> 614  29.072 1173.625
#> 615  27.962 1294.678
#> 616  25.836 1407.916
#> 617  23.855 1467.426
#> 618  22.812 1456.258
#> 619  22.942 1337.083
#> 637  13.550   27.662
#> 638  11.139   65.503
#> 639  18.302  277.768
#> 640  25.596  600.973
#> 641  27.285  538.502
#> 642  27.277  768.090
#> 643  27.614 1036.444
#> 644  27.709 1268.204
#> 645  27.022 1326.657
#> 646  24.436 1607.126
#> 647  21.531 1805.426
#> 648  20.397 1576.392
#> 667   9.051   71.238
#> 668  16.090  121.871
#> 669  21.598  518.227
#> 670  25.298  585.989
#> 671  25.940  592.682
#> 672  25.898  869.932
#> 673  26.156 1135.769
#> 674  26.548 1260.146
#> 675  26.176 1427.209
#> 676  24.002 1708.830
#> 677  21.821 1865.679
#> 678  19.411 1615.772
#> 697   9.821  119.207
#> 698  19.441  222.756
#> 699  23.944  445.086
#> 700  24.222  595.208
#> 701  24.296  734.915
#> 702  24.430  880.194
#> 703  24.946 1011.864
#> 704  25.058 1284.156
#> 705  24.494 1510.308
#> 706  23.233 1706.899
#> 707  22.087 1566.957
#> 727  13.517  152.361
#> 728  21.786  315.830
#> 729  23.259  497.387
#> 730  20.758  687.145
#> 731  22.454  810.919
#> 732  23.145  924.257
#> 733  23.483 1059.820
#> 734  23.440 1283.607
#> 735  22.597 1379.276
#> 736  22.607 1496.348
#> 757  12.657  223.028
#> 758  22.540  336.452
#> 759  21.619  576.367
#> 760  19.787  746.593
#> 761  20.822  824.540
#> 762  21.591  942.230
#> 764  21.915 1159.203
#> 765  21.297 1198.525
#> 766  20.928 1298.827
#> 787  12.317  321.048
#> 788  20.136  321.059
#> 789  19.983  504.762
#> 790  20.172  766.402
#> 791  19.840  904.995
#> 792  20.051  935.519
#> 816  11.495  547.095
#> 817  13.505  327.449
#> 818  18.663  340.684
#> 819  19.283  549.809
#> 820  19.442  742.597
#> 821  19.200  833.854
#> 822  19.148  977.213
#> 823  19.016  976.444
#> 846  11.633  654.407
#> 847  16.300  197.319
#> 848  18.372  309.949
#> 849  18.689  440.800
#> 850  18.634  525.008
#> 851  17.774  755.345
#> 852  17.253  862.034
#> 853  16.802  866.343
#> 876  11.773  562.829
#> 877  16.227  152.279
#> 878  17.796  250.275
#> 879  18.414  317.531
#> 880  18.339  351.073
#> 906  11.152  512.806
#> 907  12.524  198.574
#> 908  14.496  215.606
#> 936  11.301  428.572
#> 937  11.734  198.952
#> 938  13.947  195.293
#> 966  10.520  358.901
#> 967  13.037  160.791
#> 968  15.055  183.235
#> 996  11.176  259.538
#> 997  13.560  160.655
#> 1025  7.359  699.728
#> 1026 10.380  163.815
#> 1027 12.847  199.676
#> 1055  7.324  635.003
#> 1056 10.287  156.299
#> 1057 12.125  161.926
#> 
#> $mr
#>       bio_1   bio_12
#> 4    32.220 1658.186
#> 7    30.711 1110.015
#> 8    31.231  958.211
#> 9    30.724  881.175
#> 10   30.222  897.040
#> 33   27.836 2545.292
#> 34   30.519 2507.573
#> 35   23.508 1579.385
#> 36   30.807 1756.593
#> 37   32.178 1605.083
#> 38   32.206 1374.516
#> 39   31.554 1295.487
#> 40   31.154 1291.584
#> 41   29.767 1256.429
#> 42   29.337 1569.875
#> 63   23.928 2923.012
#> 64   25.870 1875.875
#> 65   22.553 2108.330
#> 66   31.176 2701.135
#> 67   31.942 2628.673
#> 68   31.245 2167.999
#> 69   29.034 1879.340
#> 70   29.914 2181.454
#> 71   28.811 1835.992
#> 72   27.107 1682.321
#> 73   29.310 1781.122
#> 93   23.075 1753.527
#> 94   23.228 1915.284
#> 95   30.663 3014.928
#> 96   30.819 2832.970
#> 97   30.818 3057.977
#> 98   30.613 3044.774
#> 99   29.807 2781.201
#> 100  28.467 2679.283
#> 101  29.330 2300.125
#> 102  29.546 1633.502
#> 103  30.016 1600.315
#> 104  30.109 1722.680
#> 105  30.053 1887.640
#> 106  29.507 2102.715
#> 123  21.819 1676.673
#> 124  28.261 2412.096
#> 125  30.966 2780.022
#> 126  30.239 2868.959
#> 127  29.856 3204.117
#> 128  30.212 3386.632
#> 129  30.507 2919.937
#> 130  28.946 2439.058
#> 131  30.557 2053.343
#> 132  31.750 1615.227
#> 133  30.786 1500.110
#> 134  30.250 1619.061
#> 135  29.822 1656.761
#> 136  29.674 1829.321
#> 137  29.618 2032.606
#> 152  20.775 2009.038
#> 153  28.241 3382.112
#> 154  29.377 2858.736
#> 155  29.912 2798.298
#> 156  29.601 3078.234
#> 157  29.414 3248.947
#> 158  29.988 3084.315
#> 159  29.490 2606.341
#> 160  30.190 2447.690
#> 161  30.934 1997.858
#> 162  31.349 1906.297
#> 163  30.516 1789.660
#> 164  30.266 1838.345
#> 165  30.036 1832.765
#> 166  29.714 1827.287
#> 167  30.043 1861.425
#> 181  22.146 1736.730
#> 182  24.042 2996.063
#> 183  29.148 3222.641
#> 184  29.523 2955.847
#> 185  29.772 2816.389
#> 186  29.790 2945.280
#> 187  29.459 3105.585
#> 188  29.629 2910.773
#> 189  30.160 2425.115
#> 190  30.209 2587.802
#> 191  30.200 2407.680
#> 192  30.445 2169.612
#> 193  30.324 2050.264
#> 194  30.418 2234.212
#> 195  30.196 2216.093
#> 196  29.949 1863.787
#> 197  30.701 1797.444
#> 198  30.740 1913.446
#> 212  27.656 2811.093
#> 213  29.565 2960.581
#> 214  29.709 3241.883
#> 215  29.974 3036.047
#> 216  30.121 3069.261
#> 217  29.864 3160.380
#> 218  29.863 3053.571
#> 219  30.296 3079.144
#> 220  30.233 2873.895
#> 221  30.105 2536.908
#> 222  30.245 2284.357
#> 223  30.410 2120.069
#> 224  30.728 2134.895
#> 225  30.501 1962.039
#> 226  30.386 1607.297
#> 227  30.733 1667.603
#> 228  30.476 2011.262
#> 229  30.530 2064.457
#> 230  30.401 1829.081
#> 231  30.117 2157.235
#> 241  23.125 1278.763
#> 242  29.920 2266.502
#> 243  30.389 2301.764
#> 244  30.171 2602.061
#> 245  29.955 2831.737
#> 246  30.207 2782.092
#> 247  30.059 2612.117
#> 248  29.925 2697.450
#> 249  30.230 2659.414
#> 250  30.362 2349.277
#> 251  30.444 2490.406
#> 252  30.662 2317.497
#> 253  30.773 2156.046
#> 254  30.628 2245.777
#> 255  30.071 2025.588
#> 256  29.506 1661.971
#> 257  29.457 1713.873
#> 258  29.908 1777.365
#> 259  30.930 1869.929
#> 260  30.175 1598.159
#> 261  30.247 1619.184
#> 262  31.059 1820.741
#> 263  30.755 1771.825
#> 264  29.099 1186.445
#> 271  23.099  847.076
#> 272  24.253 1428.140
#> 273  30.600 2155.223
#> 274  30.422 2268.576
#> 275  29.630 2518.987
#> 276  29.608 2542.083
#> 277  29.684 2592.508
#> 278  29.795 2578.508
#> 279  30.080 2733.526
#> 280  30.305 2525.992
#> 281  30.535 2241.579
#> 282  30.870 2443.265
#> 283  30.698 2213.623
#> 284  30.449 2268.363
#> 285  29.826 2393.998
#> 286  29.359 1911.751
#> 287  29.047 1761.577
#> 288  29.438 1751.359
#> 289  30.964 1637.130
#> 290  30.188 1504.120
#> 291  29.600 1273.057
#> 292  30.135 1405.430
#> 293  30.351 1488.598
#> 294  28.769  930.859
#> 295  30.124 1017.775
#> 302  20.301 1193.957
#> 303  29.766 2018.660
#> 304  29.961 1960.887
#> 305  29.191 2180.463
#> 306  28.985 2215.502
#> 307  29.096 2279.384
#> 308  29.425 2219.076
#> 309  29.929 2454.869
#> 310  29.983 2377.005
#> 311  29.943 2262.308
#> 312  30.146 2445.509
#> 313  30.083 2065.071
#> 314  29.942 2246.586
#> 315  29.827 2185.457
#> 316  29.608 2126.853
#> 317  29.087 1953.719
#> 318  30.397 1809.127
#> 319  31.293 1743.947
#> 320  30.249 1629.198
#> 321  29.501 1282.089
#> 322  29.993 1170.696
#> 323  30.404 1027.231
#> 324  29.089  850.135
#> 325  28.096 1059.820
#> 326  27.606  910.639
#> 327  27.021  791.531
#> 333  26.168 2452.586
#> 334  29.989 1914.186
#> 335  29.290 1787.315
#> 336  28.763 1922.816
#> 337  28.633 2021.294
#> 338  29.271 1892.496
#> 339  29.988 1858.968
#> 340  29.763 2052.441
#> 341  29.280 2288.522
#> 342  29.390 2227.783
#> 343  29.649 2046.220
#> 344  29.960 2080.565
#> 345  30.167 2272.898
#> 346  29.951 2194.256
#> 347  29.848 2080.015
#> 348  30.524 1890.476
#> 349  30.518 1807.252
#> 350  30.113 1577.077
#> 351  29.135 1380.256
#> 352  29.332 1077.174
#> 353  29.979  840.008
#> 354  28.855  646.091
#> 355  27.566  597.354
#> 356  27.252  675.158
#> 363  15.287 1284.783
#> 364  27.095 1805.264
#> 365  29.221 1862.662
#> 366  28.805 2018.929
#> 367  28.987 1669.845
#> 368  29.875 1609.637
#> 369  30.786 1652.425
#> 370  29.674 1729.138
#> 371  29.448 1810.233
#> 372  28.974 1997.841
#> 373  28.866 2003.335
#> 374  29.378 2109.033
#> 375  30.313 2024.673
#> 376  30.106 2174.952
#> 377  30.725 2047.505
#> 378  31.421 1828.409
#> 379  30.351 1739.592
#> 380  29.995 1524.633
#> 381  27.968 1308.605
#> 382  28.493 1131.088
#> 383  28.598  835.286
#> 384  26.192  712.898
#> 385  26.948  685.366
#> 394  19.279 1299.958
#> 395  23.035 1584.360
#> 396  27.936 3359.916
#> 397  29.348 2348.661
#> 398  30.340 1658.037
#> 399  30.920 1547.036
#> 400  30.384 1478.446
#> 401  29.573 1492.974
#> 402  28.804 1646.228
#> 403  28.821 1939.374
#> 404  29.192 2105.048
#> 405  29.220 2021.918
#> 406  28.983 1875.381
#> 407  29.780 1791.039
#> 408  31.048 1740.298
#> 409  30.860 1665.175
#> 410  30.131 1527.809
#> 411  28.284 1471.760
#> 412  28.138 1143.683
#> 413  26.762  907.350
#> 414  25.481  879.470
#> 424  13.130  819.427
#> 425  12.011 1043.561
#> 426  11.581 1205.528
#> 427  20.690 1885.005
#> 428  29.054 1923.641
#> 429  30.536 1709.629
#> 430  30.413 1508.422
#> 431  29.897 1343.739
#> 432  29.464 1533.290
#> 433  28.476 1790.317
#> 434  28.988 1819.474
#> 435  29.242 1701.856
#> 436  28.353 1810.818
#> 437  29.818 1669.926
#> 438  30.393 1716.854
#> 439  29.156 1664.875
#> 440  28.032 1621.280
#> 441  27.579 1395.328
#> 442  28.022 1043.486
#> 443  26.570  864.589
#> 444  25.293  717.721
#> 456  10.563  641.845
#> 457  14.192  945.590
#> 458  23.871 1525.250
#> 459  29.183 2745.110
#> 460  30.083 2179.950
#> 461  29.361 1190.655
#> 462  30.018 1293.119
#> 463  30.501 1531.728
#> 464  29.859 1397.932
#> 465  29.225 1453.567
#> 466  27.869 1726.811
#> 467  28.921 1694.501
#> 468  29.320 1798.439
#> 469  27.356 1765.289
#> 470  26.151 1628.757
#> 471  27.181 1491.260
#> 472  27.238 1100.736
#> 473  25.472  933.963
#> 474  25.627  841.894
#> 487  11.830  401.909
#> 488  14.292  528.685
#> 489  20.186 1350.543
#> 490  26.469 1666.224
#> 491  29.214 1037.011
#> 492  30.129 1198.892
#> 493  30.877 1433.332
#> 494  30.790 1284.745
#> 495  30.089 1444.724
#> 496  28.051 1634.697
#> 497  26.952 1735.973
#> 498  27.589 1825.513
#> 499  27.413 1738.434
#> 500  26.355 1656.659
#> 501  27.013 1356.624
#> 502  25.759 1163.554
#> 503  25.397 1080.565
#> 504  26.687 1001.490
#> 517  13.492  130.000
#> 518  13.817  209.571
#> 519  16.371  415.532
#> 520  23.766  691.790
#> 521  28.801  680.481
#> 522  29.857  743.939
#> 523  30.776  967.324
#> 524  30.541 1171.113
#> 525  29.805 1455.632
#> 526  28.255 1582.442
#> 527  27.348 1597.634
#> 528  27.755 1537.185
#> 529  27.348 1584.727
#> 530  25.375 1706.091
#> 531  25.375 1531.303
#> 532  25.100 1370.131
#> 533  25.261 1303.701
#> 547  16.020   33.186
#> 548  13.005   97.485
#> 549  16.932  310.018
#> 550  23.825  818.629
#> 551  28.049  594.888
#> 552  29.188  645.155
#> 553  29.990  875.608
#> 554  29.225 1268.397
#> 555  28.226 1542.924
#> 556  27.763 1561.791
#> 557  27.750 1401.010
#> 558  27.075 1296.919
#> 559  27.087 1362.152
#> 560  25.470 1588.768
#> 561  24.044 1610.461
#> 562  23.322 1598.468
#> 563  24.080 1330.831
#> 577  18.015   12.032
#> 578  10.529   69.953
#> 579  14.301  268.651
#> 580  24.774 1232.276
#> 581  27.461  840.569
#> 582  28.238  761.142
#> 583  28.602  918.722
#> 584  28.178 1464.881
#> 585  26.759 1752.184
#> 586  26.598 1702.151
#> 587  26.292 1417.744
#> 588  25.831 1402.005
#> 589  24.832 1364.249
#> 590  24.228 1406.499
#> 591  22.124 1632.150
#> 607  17.522   12.855
#> 608  12.702   62.606
#> 609  15.113  357.531
#> 610  24.698  931.935
#> 611  26.572  787.449
#> 612  26.858  837.761
#> 613  27.231 1064.443
#> 614  27.577 1450.180
#> 615  26.663 1825.131
#> 616  25.195 1831.433
#> 617  23.656 1777.823
#> 618  22.609 1647.472
#> 619  22.544 1476.838
#> 637  13.832   30.633
#> 638  11.493   80.420
#> 639  17.555  359.612
#> 640  24.306  757.516
#> 641  25.890  716.167
#> 642  25.787  997.043
#> 643  25.987 1261.546
#> 644  26.076 1590.534
#> 645  25.814 1811.299
#> 646  23.920 2059.751
#> 647  21.552 2182.433
#> 648  20.374 1844.805
#> 667   9.371   81.442
#> 668  15.799  153.379
#> 669  20.634  600.248
#> 670  24.427  704.540
#> 671  24.904  749.113
#> 672  24.664 1064.420
#> 673  24.668 1370.592
#> 674  24.941 1587.911
#> 675  24.888 1878.283
#> 676  23.397 2120.190
#> 677  21.767 2238.534
#> 678  19.484 1903.341
#> 697  10.354  136.703
#> 698  18.562  272.900
#> 699  23.289  484.825
#> 700  23.768  672.700
#> 701  23.632  878.117
#> 702  23.502 1025.528
#> 703  23.791 1168.231
#> 704  23.810 1548.331
#> 705  23.462 1843.896
#> 706  22.734 1985.824
#> 707  21.989 1781.103
#> 727  13.669  187.126
#> 728  21.063  353.696
#> 729  22.895  541.895
#> 730  20.473  755.393
#> 731  21.933  925.289
#> 732  22.469 1022.630
#> 733  22.699 1162.238
#> 734  22.622 1467.252
#> 735  21.958 1570.721
#> 736  22.265 1661.943
#> 757  12.743  278.777
#> 758  22.054  364.685
#> 759  21.347  630.746
#> 760  19.537  818.754
#> 761  20.414  919.752
#> 762  21.128 1029.742
#> 764  21.458 1286.430
#> 765  20.925 1306.007
#> 766  20.706 1389.947
#> 787  12.487  379.308
#> 788  19.853  333.983
#> 789  19.806  537.668
#> 790  19.998  850.300
#> 791  19.588 1010.691
#> 792  19.769 1037.960
#> 816  11.696  614.875
#> 817  13.741  360.726
#> 818  18.522  345.345
#> 819  19.229  570.945
#> 820  19.358  807.419
#> 821  19.066  909.752
#> 822  19.041 1062.177
#> 823  18.992 1061.097
#> 846  11.871  706.762
#> 847  16.433  207.600
#> 848  18.395  307.032
#> 849  18.792  449.531
#> 850  18.648  555.591
#> 851  17.736  803.506
#> 852  17.273  907.659
#> 853  16.938  914.406
#> 876  11.964  600.360
#> 877  16.327  157.407
#> 878  17.982  243.732
#> 879  18.659  314.456
#> 880  18.503  358.348
#> 906  11.474  546.201
#> 907  12.832  197.993
#> 908  14.834  203.929
#> 936  11.683  435.053
#> 937  12.160  189.638
#> 938  14.392  181.439
#> 966  10.955  344.380
#> 967  13.442  148.027
#> 968  15.474  168.737
#> 996  11.643  244.040
#> 997  13.961  151.765
#> 1025  7.992  720.667
#> 1026 10.947  157.501
#> 1027 13.307  198.039
#> 1055  8.020  633.954
#> 1056 10.832  149.246
#> 1057 12.563  168.545
#>