Research Article
Discriminant Analysis of Undaria pinnatifida Production Areas Using Trace Elemental Analysis
Table 1
Elemental analysis results by ICP-MS (95 samples) (SNo. and ANo., respectively, mean sample No. and, Area No.).
| No. | Area No. | Al | Ba | Ca | Fe | K | Mg | Mn | Sr | Li | Co | Ni | Cu | Zn | Rb | Y | Mo | Cd | La | Nd | Sm | Gd | W |
| 1 | 1 | 5.4 | 1.94 | 1375 | 13.6 | 699 | 873 | 0.88 | 114 | 0.0542 | 0.01415 | 0.16683 | 0.98139 | 3.11705 | 0.17107 | 0.00649 | 0.02346 | 0.22912 | 0.00268 | 0.00247 | 0.00044 | 0.00079 | 0.00096 | 2 | 1 | 6.3 | 2.43 | 1613 | 12.8 | 891 | 944 | 0.78 | 153 | 0.05461 | 0.01331 | 0.17785 | 0.79213 | 4.7042 | 0.21672 | 0.01531 | 0.02205 | 0.2029 | 0.01335 | 0.00564 | 0.00135 | 0.0019 | 0 | 3 | 1 | 7.2 | 1.65 | 1452 | 11.7 | 1230 | 852 | 0.97 | 113 | 0.06378 | 0.01049 | 0.75033 | 0.43795 | 6.8553 | 0.29784 | 0.00631 | 0.01018 | 0.17076 | 0.00304 | 0.00294 | 0 | 0.00076 | 0 | 4 | 1 | 5.6 | 1.34 | 1223 | 9.5 | 1326 | 750 | 0.59 | 101 | 0.0509 | 0.00775 | 0.06355 | 0.65015 | 3.13791 | 0.27596 | 0.00712 | 0.0084 | 0.34223 | 0.003 | 0.0027 | 0 | 0.00069 | 0 | 5 | 1 | 5.7 | 1.35 | 1340 | 14.5 | 963 | 1003 | 1 | 90 | 0.09392 | 0.01273 | 0.09259 | 1.57583 | 3.29507 | 0.21745 | 0.0061 | 0.03727 | 0.22232 | 0.00232 | 0.00246 | 0.00069 | 0 | 0 | 6 | 1 | 5.4 | 1.56 | 1414 | 12.3 | 1461 | 829 | 0.89 | 123 | 0.0617 | 0.0146 | 0.12431 | 1.58335 | 5.42348 | 0.3309 | 0.01342 | 0.0922 | 0.2458 | 0.00394 | 0.0046 | 0.00149 | 0 | 0.00125 | 7 | 1 | 7 | 1.54 | 1353 | 13.3 | 1035 | 990 | 1.18 | 111 | 0.05292 | 0.0081 | 0.06942 | 0.68425 | 4.06385 | 0.24403 | 0.00611 | 0.01607 | 0.38852 | 0.00289 | 0.00246 | 0.0007 | 0.00066 | 0 | 8 | 1 | 9 | 1.85 | 1318 | 12.7 | 1573 | 752 | 0.62 | 115 | 0.06866 | 0.01585 | 0.17217 | 0.43662 | 6.68749 | 0.40428 | 0.0107 | 0.01152 | 0.09452 | 0.00438 | 0.00422 | 0.00101 | 0.00064 | 0 | 9 | 1 | 8.2 | 2.03 | 1311 | 18.7 | 992 | 803 | 0.75 | 114 | 0.08727 | 0.02529 | 0.17253 | 2.1749 | 4.32102 | 0.25587 | 0.01055 | 0.03569 | 0.0983 | 0.00573 | 0.0055 | 0.00129 | 0.00178 | 0.00071 | 10 | 1 | 7.5 | 2.03 | 1471 | 15.9 | 1152 | 929 | 1.02 | 132 | 0.06545 | 0.01874 | 0.14116 | 1.85378 | 6.64503 | 0.29321 | 0.00797 | 0.03239 | 0.33194 | 0.00291 | 0.00275 | 0.00074 | 0 | 0.00067 | 11 | 1 | 4.7 | 1.23 | 1277 | 9.2 | 726 | 901 | 0.37 | 82 | 0.08767 | 0.01343 | 0.07997 | 1.6429 | 7.32638 | 0.17385 | 0.00982 | 0.0366 | 0.03982 | 0.00311 | 0.00361 | 0.00126 | 0 | 0 | 12 | 1 | 5.6 | 1.78 | 1235 | 10.6 | 737 | 781 | 0.28 | 100 | 0.08199 | 0.01379 | 0.13274 | 1.38632 | 23.75906 | 0.18361 | 0.00784 | 0.06115 | 0.05717 | 0.00364 | 0.00339 | 0.00108 | 0 | 0 | 13 | 1 | 5 | 1.37 | 1435 | 12.7 | 1039 | 952 | 0.98 | 100 | 0.05738 | 0.01187 | 0.1929 | 0.71449 | 5.006 | 0.21873 | 0.00708 | 0.08483 | 0.20773 | 0.00229 | 0.00212 | 0.00047 | 0.00078 | 0 | 14 | 1 | 0 | 1.8 | 1210 | 8 | 1230 | 753 | 0 | 163 | 0.06234 | 0.01151 | 0.18377 | 0.8101 | 2.67774 | 0.26563 | 0.00998 | 0.00726 | 0.19707 | 0.0029 | 0.00319 | 0.00073 | 0.00135 | 0.00217 | 15 | 1 | 5 | 1.5 | 816 | 9 | 1100 | 613 | 0 | 101 | 0.05702 | 0.00836 | 0.12849 | 0.79145 | 2.43518 | 0.22074 | 0.00632 | 0.01818 | 0.28232 | 0.00198 | 0.00198 | 0.00055 | 0.00082 | 0 | 16 | 1 | 0 | 1.9 | 985 | 9 | 817 | 629 | 0 | 122 | 0.05764 | 0.01062 | 0.13431 | 0.76167 | 2.95464 | 0.16994 | 0.00923 | 0.02588 | 0.26033 | 0.00278 | 0.00354 | 0.00087 | 0.00098 | 0 | 17 | 1 | 0 | 1.6 | 896 | 4 | 814 | 694 | 1.04 | 120 | 0.05551 | 0.01118 | 0.12028 | 0.81748 | 2.91543 | 0.15053 | 0.00804 | 0.00416 | 0.20425 | 0.00257 | 0.00244 | 0.00095 | 0.00094 | 0 | 18 | 1 | 0 | 2 | 781 | 8 | 1300 | 597 | 0 | 127 | 0.06845 | 0.01301 | 0.13042 | 1.43438 | 2.96852 | 0.25851 | 0.01069 | 0.00633 | 0.19111 | 0.00308 | 0.00345 | 0.00097 | 0.00139 | 0 | 19 | 1 | 0 | 2.1 | 839 | 7 | 908 | 561 | 0.49 | 125 | 0.05997 | 0.02212 | 0.12225 | 0.87065 | 2.86427 | 0.18632 | 0.00846 | 0.01875 | 0.24961 | 0.00372 | 0.00362 | 0.00135 | 0.0012 | 0 | 20 | 1 | 0 | 2.1 | 882 | 6 | 1130 | 606 | 0.08 | 149 | 0.05353 | 0.01132 | 0.11277 | 0.80264 | 2.46142 | 0.22363 | 0.00922 | 0.01701 | 0.19042 | 0.00251 | 0.00308 | 0.00066 | 0.0012 | 0 | 21 | 1 | 0 | 2.1 | 818 | 8 | 1180 | 536 | 0.32 | 113 | 0.05824 | 0.01471 | 0.15687 | 1.07814 | 3.7452 | 0.24263 | 0.01357 | 0.01021 | 0.05977 | 0.00488 | 0.00531 | 0.00166 | 0.00197 | 0 | 22 | 1 | 9 | 1.8 | 818 | 9 | 802 | 546 | 0 | 95 | 0.0605 | 0.01308 | 0.11455 | 0.93649 | 4.27749 | 0.17262 | 0.00584 | 0.02282 | 0.03893 | 0.00304 | 0.0022 | 0.00043 | 0.00066 | 0 | 23 | 2 | 12.2 | 2.98 | 1111 | 13.9 | 1258 | 635 | 1.73 | 113 | 0.04433 | 0.01146 | 0.17701 | 0.83431 | 4.26196 | 0.32135 | 0.0251 | 0.01169 | 0.12784 | 0.00974 | 0.0099 | 0.00226 | 0.00256 | 0 | 24 | 2 | 18.6 | 7.86 | 1525 | 20.1 | 1291 | 716 | 1.88 | 126 | 0.05644 | 0.00967 | 0.19439 | 0.2221 | 5.59659 | 0.32056 | 0.02647 | 0.02549 | 0.2867 | 0.01819 | 0.01082 | 0.0024 | 0.00333 | 0 | 25 | 2 | 8.7 | 2.59 | 1398 | 11.4 | 1396 | 784 | 0.83 | 131 | 0.08849 | 0.018 | 0.22589 | 0.88814 | 6.89341 | 0.38449 | 0.02964 | 0.01278 | 0.05926 | 0.00947 | 0.00823 | 0.00332 | 0.00447 | 0.00681 | 26 | 2 | 15.2 | 2.17 | 1279 | 17.8 | 1449 | 661 | 0.93 | 106 | 0.06572 | 0.03901 | 0.16264 | 0.98079 | 8.28882 | 0.4012 | 0.01866 | 0.02158 | 0.07615 | 0.00936 | 0.00729 | 0.00206 | 0.00273 | 0.00336 | 27 | 2 | 6.8 | 1.37 | 1372 | 7.9 | 636 | 922 | 0.53 | 103 | 0.07893 | 0.0078 | 0.08874 | 1.61868 | 3.64924 | 0.18526 | 0.01715 | 0.02519 | 0.04093 | 0.00201 | 0.00002 | 0.00005 | 0.00095 | 0 | 28 | 2 | 8.5 | 2.42 | 1730 | 7.8 | 812 | 938 | 0.41 | 142 | 0.10557 | 0.01599 | 0.21756 | 1.91199 | 5.11889 | 0.29688 | 0.02938 | 0.04598 | 0.0459 | 0.00524 | 0.00228 | 0.00121 | 0.00186 | 0.0034 | 29 | 2 | 11.9 | 2.73 | 1402 | 14.9 | 1353 | 748 | 2.09 | 138 | 0.06916 | 0.02039 | 0.23734 | 1.79435 | 6.43411 | 0.39769 | 0.02846 | 0.02741 | 0.04046 | 0.01147 | 0.00775 | 0.00165 | 0.00252 | 0 | 30 | 2 | 7.9 | 2.43 | 1069 | 9.6 | 1866 | 623 | 0.85 | 114 | 0.0623 | 0.00853 | 0.14704 | 1.64154 | 6.43611 | 0.50854 | 0.02759 | 0.02128 | 0.05556 | 0.00604 | 0.00442 | 0.00116 | 0.00217 | 0 | 31 | 2 | 8.3 | 1.55 | 1029 | 7.2 | 871 | 623 | 0.53 | 87 | 0.05386 | 0.008 | 0.20293 | 2.05586 | 4.417 | 0.24011 | 0.02015 | 0.02597 | 0.04883 | 0.00387 | 0.00295 | 0.00053 | 0.00134 | 0 | 32 | 2 | 4.9 | 5.61 | 1067 | 10.7 | 1266 | 534 | 1.67 | 124 | 0.05655 | 0.0073 | 0.14379 | 0.81434 | 4.05703 | 0.29288 | 0.0212 | 0.01666 | 0.02969 | 0.00329 | 0.00229 | 0.00034 | 0.00173 | 0 | 33 | 2 | 11.9 | 2.84 | 1350 | 14.5 | 1338 | 790 | 1.1 | 134 | 0.06721 | 0.01104 | 0.17086 | 0.80628 | 8.03601 | 0.34309 | 0.02309 | 0.01488 | 0.03194 | 0.00799 | 0.00576 | 0.0014 | 0.0024 | 0 | 34 | 2 | 6.1 | 2.46 | 1280 | 10.3 | 1161 | 779 | 0.89 | 116 | 0.05909 | 0.008 | 0.14145 | 0.69256 | 6.03411 | 0.28334 | 0.0169 | 0.03505 | 0.03875 | 0.00412 | 0.003 | 0.00044 | 0.00153 | 0 | 35 | 2 | 11.3 | 2.26 | 1273 | 12 | 1038 | 795 | 1.1 | 114 | 0.06611 | 0.01134 | 0.19113 | 0.74343 | 4.93927 | 0.25781 | 0.0241 | 0.01832 | 0.05149 | 0.00773 | 0.00624 | 0.00165 | 0.00249 | 0 | 36 | 2 | 3 | 1.9 | 884 | 9 | 880 | 658 | 0.23 | 126 | 0.06874 | 0.00572 | 0.17648 | 1.21315 | 3.83684 | 0.1662 | 0.01877 | 0.01821 | 0.03363 | 0.00337 | 0.00369 | 0.00088 | 0.00122 | 0.0025 | 37 | 2 | 3 | 2 | 821 | 9 | 1090 | 623 | 0.39 | 119 | 0.05392 | 0.00349 | 0.12209 | 1.03493 | 2.96145 | 0.19666 | 0.01185 | 0.02581 | 0.02706 | 0.00296 | 0.00288 | 0.00036 | 0.00096 | 0.00215 | 38 | 2 | 2 | 6.7 | 590 | 11 | 1010 | 368 | 1.77 | 114 | 0.04494 | 0.00614 | 0.16751 | 1.49357 | 3.79587 | 0.16605 | 0.01089 | 0.00693 | 0.02164 | 0.0027 | 0.00293 | 0.00058 | 0.0011 | 0.00278 | 39 | 2 | 0 | 5.7 | 643 | 12 | 903 | 399 | 2.24 | 110 | 0.04365 | 0.00344 | 0.17123 | 1.54981 | 2.81897 | 0.15579 | 0.01053 | 0.01715 | 0.02292 | 0.00261 | 0.00242 | 0.00047 | 0.00057 | 0.00301 | 40 | 2 | 3 | 1.7 | 822 | 9 | 888 | 572 | 0.28 | 98 | 0.04799 | 0.00523 | 0.12915 | 1.03287 | 3.38812 | 0.16227 | 0.0126 | 0.00616 | 0.02484 | 0.00368 | 0.0032 | 0.00069 | 0.00133 | 0 | 41 | 2 | 0 | 1.7 | 728 | 10 | 892 | 625 | 0.46 | 97 | 0.05638 | 0.01156 | 0.14221 | 1.01484 | 3.64588 | 0.17658 | 0.01608 | 0.01765 | 0.03393 | 0.00616 | 0.00597 | 0.00137 | 0.00173 | 0.00174 | 42 | 2 | 2 | 1.7 | 648 | 8 | 1210 | 544 | 1.12 | 105 | 0.05117 | 0.00679 | 0.11756 | 0.77304 | 4.29234 | 0.22612 | 0.01294 | 0.01473 | 0.03425 | 0.00333 | 0.00292 | 0.00088 | 0.00131 | 0.00108 | 43 | 2 | 0 | 2 | 760 | 9 | 1050 | 564 | 0.36 | 120 | 0.05483 | 0.01156 | 0.16162 | 0.95856 | 4.129 | 0.21756 | 0.01294 | 0.03057 | 0.03252 | 0.00369 | 0.00332 | 0.00096 | 0.0019 | 0.00151 | 44 | 2 | 3 | 1.9 | 779 | 8 | 1250 | 587 | 0.53 | 126 | 0.05176 | 0.00751 | 0.13718 | 0.95634 | 3.11655 | 0.25131 | 0.01359 | 0.02696 | 0.03482 | 0.0042 | 0.0039 | 0.00106 | 0.00164 | 0 | 45 | 2 | 0 | 2.3 | 822 | 9 | 1400 | 627 | 0.69 | 128 | 0.06677 | 0.01311 | 0.18294 | 0.94396 | 4.19777 | 0.29856 | 0.01513 | 0.01533 | 0.03218 | 0.00471 | 0.00402 | 0.00116 | 0.00213 | 0.00272 | 46 | 2 | 0 | 1.9 | 781 | 7 | 1190 | 554 | 0.48 | 104 | 0.0619 | 0.00771 | 0.14762 | 0.85024 | 3.22837 | 0.23842 | 0.01913 | 0.01217 | 0.03268 | 0.00478 | 0.00538 | 0.00131 | 0.00175 | 0 | 47 | 2 | 2 | 2.4 | 912 | 12 | 1440 | 518 | 0.49 | 116 | 0.05604 | 0.02853 | 0.22684 | 0.86944 | 4.98316 | 0.31686 | 0.01701 | 0.01694 | 0.03375 | 0.0086 | 0.0072 | 0.00178 | 0.00234 | 0 | 48 | 3 | 32.7 | 7.15 | 1334 | 30.1 | 1862 | 965 | 2.91 | 120 | 0.08515 | 0.01802 | 0.16843 | 0.98543 | 7.20925 | 0.46605 | 0.03165 | 0.02004 | 0.20342 | 0.02111 | 0.02136 | 0.00393 | 0.00598 | 0.00143 | 49 | 3 | 34.8 | 6.7 | 1005 | 29.3 | 1787 | 776 | 1.6 | 105 | 0.08669 | 0.0407 | 0.28747 | 1.37302 | 7.39241 | 0.45882 | 0.04273 | 0.01546 | 0.29256 | 0.0378 | 0.03096 | 0.00634 | 0.00787 | 0 | 50 | 3 | 117.5 | 7.25 | 1163 | 41.6 | 1464 | 861 | 1.61 | 101 | 0.11691 | 0.02487 | 0.16076 | 1.20548 | 5.82687 | 0.55349 | 0.05435 | 0.02448 | 0.59295 | 0.05972 | 0.0537 | 0.01124 | 0.01217 | 0.00379 | 51 | 3 | 25.5 | 6.85 | 1213 | 25.9 | 1636 | 945 | 1.72 | 116 | 0.08874 | 0.01833 | 0.14832 | 0.97414 | 4.17426 | 0.44464 | 0.02311 | 0.01486 | 0.24471 | 0.0271 | 0.02152 | 0.00361 | 0.00554 | 0 | 52 | 3 | 57 | 8.72 | 1564 | 55.1 | 1251 | 995 | 2.51 | 137 | 0.08881 | 0.02508 | 0.19936 | 1.08124 | 6.73134 | 0.35813 | 0.04524 | 0.0449 | 0.17647 | 0.05455 | 0.04117 | 0.00774 | 0.00883 | 0.00115 | 53 | 3 | 150 | 8.23 | 1214 | 88.1 | 2182 | 918 | 3.39 | 113 | 0.17248 | 0.03916 | 0.22137 | 1.12308 | 6.99515 | 0.73917 | 0.06461 | 0.02338 | 0.24762 | 0.10389 | 0.08367 | 0.0161 | 0.01629 | 0.00597 | 54 | 3 | 32.1 | 5.95 | 1211 | 25.3 | 1686 | 778 | 1.89 | 114 | 0.06799 | 0.02094 | 0.21172 | 1.17071 | 8.00261 | 0.45272 | 0.04327 | 0.01167 | 0.45391 | 0.0186 | 0.01753 | 0.00392 | 0.00645 | 0 | 55 | 3 | 54.8 | 6.24 | 1617 | 37.1 | 1542 | 1095 | 3.32 | 127 | 0.08071 | 0.0153 | 0.08068 | 0.25295 | 7.38076 | 0.40822 | 0.03819 | 0.01768 | 0.43595 | 0.0274 | 0.02612 | 0.00594 | 0.00548 | 0 | 56 | 3 | 35.5 | 10.15 | 1625 | 40.3 | 1783 | 919 | 2.93 | 159 | 0.06886 | 0.02878 | 0.29481 | 0.45887 | 6.21704 | 0.46524 | 0.04491 | 0.02449 | 0.23176 | 0.03027 | 0.02756 | 0.00578 | 0.00658 | 0 | 57 | 3 | 66.4 | 6.97 | 1710 | 44.8 | 1242 | 1210 | 2.76 | 115 | 0.0911 | 0.01898 | 0.13521 | 1.25059 | 7.7665 | 0.38781 | 0.04559 | 0.01794 | 0.37026 | 0.04611 | 0.04124 | 0.00811 | 0.008 | 0 | 58 | 3 | 20.7 | 6.07 | 1459 | 22.6 | 1541 | 1005 | 2.98 | 113 | 0.06192 | 0.01324 | 0.15806 | 0.81674 | 5.92709 | 0.40255 | 0.02623 | 0.01184 | 0.31727 | 0.01897 | 0.01859 | 0.00432 | 0.00376 | 0 | 59 | 3 | 40.5 | 6.37 | 1080 | 29 | 1906 | 823 | 0.87 | 118 | 0.07643 | 0.02911 | 0.31762 | 0.74707 | 6.59626 | 0.56804 | 0.03725 | 0.01136 | 0.33082 | 0.02929 | 0.0301 | 0.00552 | 0.00602 | 0 | 60 | 3 | 181.9 | 7.15 | 1577 | 80.9 | 1603 | 1467 | 2.94 | 117 | 0.08301 | 0.01483 | 0.12122 | 0.73307 | 5.6655 | 0.43486 | 0.03059 | 0.01647 | 0.3218 | 0.02953 | 0.02576 | 0.0054 | 0.00507 | 0 | 61 | 3 | 147.3 | 7.29 | 1413 | 93.5 | 1785 | 855 | 3.4 | 116 | 0.16342 | 0.03993 | 0.27427 | 1.00277 | 4.71714 | 0.68076 | 0.07062 | 0.01449 | 0.38032 | 0.09272 | 0.08081 | 0.01582 | 0.01409 | 0 | 62 | 3 | 142.8 | 7.78 | 1747 | 83.2 | 1792 | 871 | 3.23 | 131 | 0.15818 | 0.04547 | 0.26347 | 0.89004 | 4.05333 | 0.68924 | 0.07297 | 0.01723 | 0.33105 | 0.09484 | 0.08197 | 0.01682 | 0.01498 | 0 | 63 | 3 | 21.9 | 6.14 | 1179 | 21.3 | 1688 | 786 | 2.26 | 109 | 0.05533 | 0.0157 | 0.15839 | 0.92013 | 6.77109 | 0.43631 | 0.02756 | 0.01873 | 0.41478 | 0.01648 | 0.01511 | 0.00366 | 0.00349 | 0 | 64 | 3 | 54.3 | 7.04 | 1389 | 36.6 | 1651 | 925 | 2.75 | 114 | 0.0478 | 0.01503 | 0.13907 | 0.84562 | 5.23622 | 0.44087 | 0.03699 | 0.0264 | 0.37085 | 0.04415 | 0.0376 | 0.0072 | 0.00704 | 0 | 65 | 3 | 42.8 | 6.39 | 1629 | 34.3 | 1681 | 811 | 1.98 | 136 | 0.06881 | 0.01577 | 0.14314 | 0.72471 | 4.41137 | 0.44554 | 0.02753 | 0.02663 | 0.22586 | 0.03893 | 0.03515 | 0.00585 | 0.00565 | 0 | 66 | 3 | 83.2 | 7.8 | 1578 | 38.5 | 1733 | 1052 | 3 | 121 | 0.08926 | 0.01389 | 0.08352 | 0.66891 | 4.23632 | 0.52241 | 0.04216 | 0.00819 | 0.29782 | 0.04822 | 0.0444 | 0.00869 | 0.00741 | 0 | 67 | 3 | 32 | 7.5 | 921 | 34 | 1690 | 567 | 1.85 | 116 | 0.06804 | 0.05074 | 0.19172 | 0.75233 | 4.27229 | 0.37451 | 0.02883 | 0.04509 | 0.16358 | 0.02428 | 0.02396 | 0.00553 | 0.00516 | 0.01321 | 68 | 3 | 59 | 5 | 725 | 23 | 1300 | 489 | 1.53 | 81 | 0.07487 | 0.01577 | 0.169 | 0.64346 | 3.49819 | 0.34244 | 0.03497 | 0.02044 | 0.34333 | 0.04851 | 0.04418 | 0.00855 | 0.00735 | 0.00081 | 69 | 3 | 35 | 6.2 | 938 | 21 | 1570 | 618 | 1.5 | 106 | 0.06654 | 0.02335 | 0.20623 | 0.58988 | 5.0014 | 0.35409 | 0.02861 | 0.01413 | 0.15892 | 0.03247 | 0.02475 | 0.00464 | 0.0053 | 0 | 70 | 3 | 33 | 5.8 | 879 | 23 | 1300 | 619 | 1.31 | 85 | 0.06727 | 0.0133 | 0.15309 | 0.73361 | 4.52006 | 0.30275 | 0.02317 | 0.01428 | 0.30424 | 0.02288 | 0.02018 | 0.00495 | 0.004 | 0 | 71 | 3 | 22 | 4.7 | 639 | 16 | 1550 | 552 | 1.29 | 77 | 0.08278 | 0.02069 | 0.2328 | 0.83111 | 4.76853 | 0.37043 | 0.03226 | 0.01232 | 0.40566 | 0.02722 | 0.02373 | 0.00526 | 0.00474 | 0 | 72 | 3 | 17.3 | 5.99 | 840 | 16.2 | 1130 | 780 | 1.48 | 83 | 0.08994 | 0.01191 | 0.17059 | 0.95605 | 2.80027 | 0.26287 | 0.01951 | 0.02006 | 0.33315 | 0.01446 | 0.01284 | 0.00271 | 0.00287 | 0 | 73 | 3 | 67.4 | 6.97 | 787 | 40.7 | 1140 | 758 | 2.51 | 84 | 0.10418 | 0.03571 | 0.32161 | 1.05128 | 3.72228 | 0.33374 | 0.0406 | 0.01956 | 0.16176 | 0.04212 | 0.04008 | 0.00878 | 0.00812 | 0 | 74 | 3 | 57.7 | 6.57 | 1110 | 31.7 | 1400 | 783 | 1.97 | 108 | 0.09485 | 0.01686 | 0.16481 | 0.772 | 3.16761 | 0.41493 | 0.03786 | 0.0116 | 0.32401 | 0.06511 | 0.06057 | 0.01058 | 0.0094 | 0.00151 | 75 | 3 | 24.8 | 5.99 | 1220 | 24.4 | 1800 | 739 | 1.43 | 123 | 0.08695 | 0.0161 | 0.41791 | 0.87835 | 4.67514 | 0.4484 | 0.03013 | 0.01885 | 0.31946 | 0.0519 | 0.04366 | 0.00866 | 0.00719 | 0 | 76 | 3 | 41.5 | 5.68 | 928 | 31.5 | 1580 | 665 | 1.04 | 99 | 0.09737 | 0.02702 | 0.26321 | 0.88837 | 5.33564 | 0.42419 | 0.03304 | 0.01086 | 0.36017 | 0.03244 | 0.03105 | 0.00667 | 0.0063 | 0 | 77 | 4 | 6 | 2.1 | 750 | 9.9 | 879 | 450 | 0.93 | 76 | 0.03965 | 0.00969 | 0.09892 | 2.32801 | 5.9116 | 0.20272 | 0.01218 | 0.01676 | 0.12467 | 0.00478 | 0.00455 | 0.00092 | 0.00125 | 0 | 78 | 4 | 67.5 | 6.2 | 1315 | 38.1 | 1665 | 961 | 1.75 | 108 | 0.11877 | 0.02577 | 0.24007 | 1.72561 | 5.98751 | 0.55625 | 0.04559 | 0.01487 | 0.38436 | 0.05218 | 0.04104 | 0.00858 | 0.00749 | 0.00193 | 79 | 4 | 15.1 | 2.5 | 1179 | 19.9 | 2001 | 713 | 1.46 | 124 | 0.07429 | 0.01553 | 0.36134 | 1.43287 | 4.45066 | 0.57157 | 0.01768 | 0.02508 | 0.11813 | 0.01407 | 0.01183 | 0.00316 | 0.00327 | 0.00099 | 80 | 4 | 14.6 | 2.38 | 1166 | 37.6 | 1724 | 719 | 1.75 | 126 | 0.0722 | 0.01691 | 0.02697 | 2.36 | 4.95932 | 0.50072 | 0.01647 | 0.02117 | 0.139 | 0.00863 | 0.0072 | 0.00149 | 0.00203 | 0 | 81 | 4 | 15.1 | 2.87 | 1282 | 18.9 | 1845 | 735 | 1.17 | 138 | 0.07857 | 0.0264 | 0.1218 | 1.82778 | 5.22642 | 0.55782 | 0.02206 | 0.02545 | 0.16504 | 0.01266 | 0.01066 | 0.00219 | 0.00307 | 0 | 82 | 4 | 23.4 | 2.21 | 1098 | 20.6 | 1769 | 723 | 1.24 | 119 | 0.0809 | 0.01554 | 0.03717 | 1.84797 | 4.40811 | 0.55019 | 0.01926 | 0.02201 | 0.1579 | 0.01658 | 0.0136 | 0.00285 | 0.00331 | 0 | 83 | 4 | 7.5 | 2.92 | 1477 | 21.5 | 1184 | 1014 | 1.6 | 152 | 0.06253 | 0.01484 | 0.07442 | 2.29462 | 5.77201 | 0.31975 | 0.01384 | 0.03589 | 0.12925 | 0.0093 | 0.00688 | 0.00174 | 0.00173 | 0 | 84 | 4 | 7.5 | 2.69 | 1420 | 21.3 | 1114 | 983 | 1.43 | 141 | 0.05248 | 0.0112 | 0.0773 | 0.78883 | 5.12785 | 0.30649 | 0.01227 | 0.02812 | 0.13589 | 0.00882 | 0.00889 | 0.0019 | 0.00179 | 0 | 85 | 4 | 18.4 | 2.1 | 1171 | 21.6 | 1771 | 759 | 1 | 109 | 0.06616 | 0.0132 | 0.11224 | 0.78616 | 4.77861 | 0.48312 | 0.01443 | 0.01797 | 0.20485 | 0.01257 | 0.01067 | 0.00226 | 0.00189 | 0 | 86 | 4 | 9.3 | 2.54 | 1472 | 21.5 | 1601 | 898 | 1.51 | 140 | 0.0594 | 0.01326 | 0.22647 | 0.94003 | 5.24577 | 0.43846 | 0.01641 | 0.02387 | 0.08145 | 0.00937 | 0.00799 | 0.00201 | 0.00236 | 0 | 87 | 4 | 8.9 | 2.76 | 1457 | 18.6 | 1583 | 886 | 1.5 | 145 | 0.05628 | 0.01191 | 0 | 0.81296 | 5.44063 | 0.42609 | 0.01339 | 0.01762 | 0.08327 | 0.00685 | 0.0056 | 0.00602 | 0.00141 | 0 | 88 | 4 | 11.4 | 2.57 | 1452 | 19.2 | 1666 | 863 | 1.48 | 139 | 0.05882 | 0.01628 | 0.03643 | 0.84429 | 5.78241 | 0.44012 | 0.01713 | 0.02079 | 0.0729 | 0.00811 | 0.00731 | 0.00184 | 0.00181 | 0 | 89 | 4 | 23.4 | 2.63 | 1363 | 26 | 2009 | 758 | 1.49 | 147 | 0.07748 | 0.01941 | 0.24689 | 0.88104 | 5.12101 | 0.57246 | 0.023 | 0.02062 | 0.10381 | 0.01911 | 0.0165 | 0.00402 | 0.00431 | 0 | 90 | 4 | 10.3 | 2.51 | 1306 | 17.5 | 1811 | 766 | 1.84 | 138 | 0.05733 | 0.01299 | 0.14919 | 0.67941 | 4.80655 | 0.47569 | 0.01586 | 0.03141 | 0.17062 | 0.01073 | 0.00989 | 0.00227 | 0.00226 | 0 | 91 | 4 | 27.8 | 3.15 | 1217 | 31.2 | 1726 | 736 | 1.73 | 126 | 0.07836 | 0.02027 | 0.11442 | 0.62579 | 4.99679 | 0.47799 | 0.02137 | 0.02146 | 0.27568 | 0.02566 | 0.02015 | 0.00432 | 0.00379 | 0 | 92 | 4 | 48 | 4.17 | 1190 | 37 | 1319 | 742 | 1.32 | 124 | 0.09968 | 0.02134 | 0.19624 | 1.18233 | 3.00584 | 0.36042 | 0.02267 | 0.02508 | 0.14795 | 0.02287 | 0.02187 | 0.00442 | 0.00221 | 0.00094 | 93 | 4 | 11 | 3.6 | 1439 | 22 | 1451 | 849 | 1.81 | 145 | 0.05659 | 0.01007 | 0.12401 | 0.76767 | 3.5202 | 0.33506 | 0.01434 | 0.02182 | 0.12254 | 0.00766 | 0.0072 | 0.0015 | 0.00176 | 0 | 94 | 4 | 5 | 2 | 921 | 9 | 1320 | 621 | 0.78 | 144 | 0.05918 | 0.01743 | 0.16071 | 1.5454 | 3.13996 | 0.3301 | 0.01822 | 0.01719 | 0.11988 | 0.0101 | 0.01016 | 0.00274 | 0.00281 | 0 | 95 | 4 | 15 | 4.3 | 611 | 15 | 1330 | 428 | 0.69 | 73 | 0.05668 | 0.01731 | 0.16661 | 1.19903 | 4.80615 | 0.31385 | 0.0224 | 0.01336 | 0.35779 | 0.01253 | 0.01257 | 0.00294 | 0.00321 | 0 |
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Area No.1 sanriku (Japan), 2 naruto (Japan), 3 China, 4 Korea.
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