etarpp: Residual Point Process of the ETAS Model

Description Usage Arguments Details Value References Examples

Description

Compute the residual data using the ETAS model with MLEs.

Usage

1
2
3
4
5
etarpp(time, mag, threshold = 0.0, reference = 0.0, parami, zts = 0.0, tstart,
       zte, ztend = NULL, plot = TRUE)

etarpp2(etas, threshold = 0.0, reference = 0.0, parami, zts = 0.0, tstart, zte,
        ztend = NULL, plot = TRUE)

Arguments

time

the time measured from the main shock(t = 0).

mag

magnitude.

etas

a etas-format dataset on 9 variables

(no., longitude, latitude, magnitude, time, depth, year, month and days).

threshold

threshold magnitude.

reference

reference magnitude.

parami

initial estimates of five parameters mu, K, c, alpha and p.

zts

the start of the precursory period.

tstart

the start of the target period.

zte

the end of the target period.

ztend

the end of the prediction period. If NULL (default) the last time of available data is set.

plot

logical. If TRUE (default) the graphs of cumulative number and magnitude against the ordinary time and transformed time are plotted.

Details

The cumulative number of earthquakes at time t since t_0 is given by the integration of lambda(t) ( see etasap ) with respect to the time t,

Lambda(t) = mu(t-t_0) + K*Sigma_i exp[alpha(M_i-M_z)]{c^{(1-p)}-(t-t_i+c)^{(1-p)}}/(p-1),

where the summation of i is taken for all data event. The output of etarpp2 is given in a res-format dataset which includes the column of {Lambda(t_i), i = 1, 2, ..., N}.

Value

trans.time

transformed time Lambda(t_i), i = 1, 2, ..., N.

no.tstart

data number of the start of the target period.

resData

a res-format dataset on 7 variables

(no., longitude, latitude, magnitude, time, depth and transformed time).

References

Ogata, Y. (2006) Computer Science Monographs, No.33, Statistical Analysis of Seismicity - updated version (SASeies2006). The Institute of Statistical Mathematics.

Examples

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
data(main2003JUL26)  # The aftershock data of 26th July 2003 earthquake of M6.2

## output transformed times and cumulative numbers
x <- main2003JUL26
etarpp(time = x$time, mag = x$magnitude, threshold = 2.5, reference = 6.2,
       parami = c(0, 0.63348e+02, 0.38209e-01, 0.26423e+01, 0.10169e+01),
       tstart = 0.01, zte = 7, ztend = 18.68)

## output a res-format dataset
etarpp2(main2003JUL26, threshold = 2.5,  reference = 6.2,
        parami = c(0, 0.63348e+02, 0.38209e-01, 0.26423e+01, 0.10169e+01),
        tstart = 0.01, zte = 7, ztend = 18.68)

Example output

$trans.time
  [1] -15.9803314 -12.4667446 -12.1668690 -11.2150407 -10.4690864 -10.0413669
  [7]  -9.3873796  -8.9963847  -7.7455244  -6.2619219  -6.0413132  -5.8056129
 [13]  -5.5706813  -4.4220485  -3.6414742  -2.4173255  -1.6720686   0.2891788
 [19]   2.6577294   3.3378119   3.5446813   3.8881509   4.6513944   5.1782727
 [25]   6.9982441   7.4036270   8.3492087  10.9248436  12.0677202  13.4912927
 [31]  14.5484465  14.7252309  16.0367661  19.6870261  20.4969220  20.8681615
 [37]  23.0134396  25.5830888  26.3517551  28.2518359  28.7951539  28.9917021
 [43]  29.3344199  29.6951837  30.5943097  32.0300123  33.1042920  36.8064642
 [49]  37.7891516  38.4483812  39.2810856  40.5178086  41.0448354  41.5933806
 [55]  41.7917998  43.2056182  44.2176277  46.5545253  47.1612962  47.4970212
 [61]  47.8084832  48.2770514  48.6002240  49.2423095  49.8933498  50.1139849
 [67]  51.1934430  52.0222871  52.9053213  53.2653588  53.6730152  55.0202112
 [73]  56.2088908  56.6613288  56.9167284  58.2491115  58.9551302  60.1465393
 [79]  61.6981484  63.3424311  63.4659180  63.8535614  65.5987627  66.6550825
 [85]  67.0038137  68.2542044  68.4393017  68.7392144  69.8025008  70.6708588
 [91]  70.9058265  71.0230869  71.3185729  73.6809405  74.3625327  76.7465932
 [97]  77.2877898  79.1669837  79.7843180  80.4165676  81.0578472  81.4114925
[103]  81.6708855  81.7246497  82.4701224  82.7605002  83.4194967  84.1484279
[109]  84.6212283  85.9093854  87.4816945  89.1335489  89.7617266  90.1993732
[115]  91.2355552  92.1971266  93.6828947  96.0139868  97.0624604  99.2275715
[121] 101.2938412 101.4498039 101.6994734 102.9870418 103.3560660 103.9753382
[127] 104.0478416 104.5069156 106.8977821 107.0496639 108.9171386 112.6083100
[133] 112.8938480 113.2953067 114.3542609 114.6842880 117.5416766 117.6838996
[139] 118.0920461 118.4108151 119.5789044 120.7818336 121.1338808 123.1148389
[145] 125.2578979 125.4596829 126.2349896 126.8362417 131.4231933 131.7972841
[151] 135.9474465 136.4242963 136.9580027 138.6170379 139.1859230 139.3754309
[157] 140.7647151 142.2938693 144.1613862 144.2653704 144.9403440 145.0059389
[163] 145.1674253 146.1793454 146.8668994 149.5781578 149.6719294 149.9485684
[169] 150.0432837 151.6260164 151.6461384 151.9727579 152.0028452 153.5005322
[175] 156.6253739 157.5137862 157.6965763 159.1652043 159.8917538 160.5688045
[181] 160.7711534 162.0254287 165.3359410 166.2272704 167.0198242 167.8269114
[187] 168.4555217 169.4108976 170.7284253 172.1252881 172.8800553 174.8645533
[193] 176.3676156 176.4691293 178.0022641 179.4439238 179.6268906 179.9686463
[199] 180.1154812 180.6113777 181.7424626 181.9190015 182.1814772 182.6651519
[205] 185.0595946 185.1913952 185.5220736 186.9198544 191.7155078 192.5445990
[211] 192.6517730 193.7981244 193.8849848 194.9603053 196.2433563 197.6730073
[217] 198.5574490 199.2744817 200.4022987 200.7448121 203.9513665 208.6373098
[223] 211.7178615 213.6276404 215.8433007 220.8765387 221.1139954 222.3128151
[229] 222.6032231 222.8012410 223.1535683 223.9512558 224.3676800 224.6539785
[235] 227.1017220 227.3346992 227.8928578 231.5817022 231.8472449 232.0854505
[241] 232.8519836 234.0003387 235.4448355 235.5272919 235.6902785 236.2796602
[247] 237.1125933 237.7371932 238.0765536 239.9533439 241.0696497 241.7535259
[253] 241.9638971 245.0236487 245.6318432 246.4823503 248.3645943 248.8955773
[259] 249.0667072 250.2132103 250.5658681 253.0280103 255.1721466 255.8258581
[265] 256.5856180 256.9183625 256.9465732 257.1661393 257.3914284 257.5007084
[271] 260.6543043 261.0060916 261.5492411 264.0038965 264.0909155 264.2723258
[277] 265.1467428 266.1448645 266.6269565 266.8570149 268.4369049 269.4723829
[283] 270.6008696 272.1228525 273.2183101 276.4313899 277.4609667 277.9012002
[289] 278.1560079 279.5124645 279.8901948 282.1059089 282.6497322 283.7755852
[295] 285.2936330 285.3705874 285.8766850 285.9444445 286.0307468 286.0646766
[301] 286.9890300 288.0449420 288.1015723 288.6557548 288.9158528 291.0094836
[307] 291.1453765 292.2144747 292.5197567 293.1979220 294.7070023 295.3126503
[313] 296.6287552 298.5450030 299.2330225 299.6093632 299.7959849 301.3204912
[319] 301.6186755 303.1981293 303.3353305 304.5485139 307.1706327 308.2635346
[325] 308.7296495 310.2212378 310.7931519 310.8448606 310.9373996 311.1696701
[331] 312.0191442 312.6456829 313.4082566 313.9680305 313.9779277 314.2860096
[337] 314.6940382 316.1902229 317.5678199 318.5881348 319.2858942 320.0143798
[343] 320.2437736 320.4875650 320.8787164 321.7112179 321.8406979 326.1796282
[349] 326.9201897 329.0933583 330.4413151 331.3525261 331.5654796 332.8316083
[355] 332.9121643 333.8504013 335.3199881 335.3529414 336.3751614 336.4605778
[361] 337.0677637 339.4171677 340.2009747 341.4762077 341.5626389 342.2030505
[367] 342.9264864 346.5687001 349.7373875 351.4175079 351.5972447 352.4480912
[373] 353.9259229 354.3936421 356.0603795 356.1268220 356.6615358 358.8266702
[379] 361.7619766 361.9906082 363.7740899 364.6145457 365.2377852 365.3583995
[385] 366.8074841 367.9470126 368.0898507 368.7732532 369.5656877 377.1014394
[391] 377.3718176 377.4459465 377.9042399 378.1389670 378.3047929 379.5800021
[397] 380.2686535 380.8635620 384.9496525 385.2161554 385.7102133 386.7032963
[403] 388.1459077 389.3252175 391.2740676 391.4739425 392.3317227 393.7288603
[409] 394.6208168 396.5767265 397.6570932 397.7434018 397.7613902 400.9859851
[415] 401.0192294 401.4828428 403.5482652 405.3566399 405.4260131 405.4352894
[421] 405.7694346 406.0304093 406.2138915 409.2568791 409.9949430 410.0256736
[427] 410.5758783 410.9547717 411.4189831 412.0462226 412.5554963 414.0203336
[433] 415.4330808 416.1955522 416.9951025 418.3376691 418.6003600 419.0169153
[439] 419.0513961 421.2578561 422.8621274 424.8228174 424.9057344 427.2696563
[445] 428.0030143 428.8670681 431.7624577 431.9096593 433.4784100 433.5504449
[451] 434.6467102 435.0287437 436.2998106 436.8616520 437.1139553 438.2056404
[457] 438.5711288 440.6902160 442.1041040 444.4463394 445.2529175 445.5826987
[463] 445.5941412 446.4953790 446.5359310 448.9914506 455.3861220 456.5627566
[469] 456.6215341 458.2645353 459.1249382 459.4303610 460.1663194 460.5232435
[475] 462.4936770 464.8585628 465.2995144 466.7136851 468.0822786 468.7472511
[481] 468.8706970 469.2415289 470.6835782 471.8296691 472.6390429 472.9530208
[487] 474.1310966 474.1956845 475.3295007 477.9698734 478.2523292 480.2789075
[493] 482.1637687 482.9319301 484.1282733 485.0266088 485.5495599 486.3904060
[499] 487.0528277 488.1124664 488.2266062 488.2488655 490.7673070 491.5804966
[505] 491.7932221 492.8482155 494.2268179 495.5551944 496.4180900 497.4475983
[511] 497.7013981 498.1027152 498.4531849 498.6888089 499.0118209 500.2198660
[517] 500.3294622 501.7645946 503.8603254 504.5477474 505.3491962 506.7073173
[523] 509.4372710 509.6563731 512.3242083 513.7851316 514.7665403 514.9607217
[529] 515.1164639 515.4428521 517.2002257 517.7401307 518.6989847 520.6247627
[535] 521.1982659 522.1740948 522.6535527 523.2559731 525.3841025 525.4994450
[541] 525.8393030 527.3408584 528.8184317 529.3096150 529.3849106 529.6507406
[547] 529.7188830 531.3829592 534.3674381 534.5465345 535.9376110 536.2162783
[553] 537.0293892

$no.tstart
[1] 17

$resData
    no. longitude latitude magnitude     time  depth  trans.time
1   -16   141.174   38.402       6.2  0.00000 -11.87 -15.9803314
2   -15   141.193   38.415       4.2  0.00206 -12.36 -12.4667446
3   -14   141.167   38.456       4.5  0.00224 -11.62 -12.1668690
4   -13   141.240   38.459       4.2  0.00281 -12.51 -11.2150407
5   -12   141.194   38.413       3.6  0.00326 -12.78 -10.4690864
6   -11   141.201   38.447       3.8  0.00352 -13.56 -10.0413669
7   -10   141.217   38.396       4.1  0.00392 -10.81  -9.3873796
8    -9   141.176   38.444       4.4  0.00416 -14.82  -8.9963847
9    -8   141.229   38.398       3.8  0.00493 -13.45  -7.7455244
10   -7   141.221   38.401       2.9  0.00586 -13.12  -6.2619219
11   -6   141.169   38.451       3.3  0.00600 -13.72  -6.0413132
12   -5   141.197   38.410       2.9  0.00615  -7.86  -5.8056129
13   -4   141.188   38.449       3.6  0.00630 -12.65  -5.5706813
14   -3   141.180   38.399       2.5  0.00704 -11.96  -4.4220485
15   -2   141.180   38.454       3.8  0.00755 -13.67  -3.6414742
16   -1   141.191   38.474       3.3  0.00836 -12.46  -2.4173255
17    0   141.214   38.424       3.7  0.00886 -13.08  -1.6720686
18    1   141.223   38.402       2.9  0.01020 -10.72   0.2891788
19    2   141.184   38.453       3.3  0.01187 -13.26   2.6577294
20    3   141.171   38.374       2.7  0.01236 -10.73   3.3378119
21    4   141.183   38.384       2.9  0.01251 -13.54   3.5446813
22    5   141.186   38.461       2.6  0.01276 -12.41   3.8881509
23    6   141.187   38.461       3.3  0.01332 -13.94   4.6513944
24    7   141.211   38.410       3.1  0.01371 -11.70   5.1782727
25    8   141.184   38.448       3.2  0.01508 -13.78   6.9982441
26    9   141.236   38.419       3.1  0.01539 -11.22   7.4036270
27   10   141.179   38.385       2.8  0.01612 -12.03   8.3492087
28   11   141.203   38.386       2.6  0.01816 -13.56  10.9248436
29   12   141.186   38.390       3.0  0.01909  -7.18  12.0677202
30   13   141.206   38.458       3.8  0.02027 -15.00  13.4912927
31   14   141.223   38.399       3.5  0.02116 -13.71  14.5484465
32   15   141.165   38.453       4.0  0.02131 -14.10  14.7252309
33   16   141.180   38.472       3.3  0.02243 -12.10  16.0367661
34   17   141.221   38.411       3.0  0.02566 -13.66  19.6870261
35   18   141.197   38.462       4.1  0.02640 -14.05  20.4969220
36   19   141.167   38.457       4.3  0.02674 -13.02  20.8681615
37   20   141.198   38.456       3.6  0.02872 -13.94  23.0134396
38   21   141.191   38.402       3.4  0.03117 -14.13  25.5830888
39   22   141.184   38.461       2.5  0.03192 -13.45  26.3517551
40   23   141.235   38.402       2.6  0.03381 -12.61  28.2518359
41   24   141.214   38.407       2.7  0.03436 -13.00  28.7951539
42   25   141.228   38.410       2.9  0.03456 -10.70  28.9917021
43   26   141.231   38.457       3.3  0.03491 -12.60  29.3344199
44   27   141.193   38.396       3.2  0.03528 -14.24  29.6951837
45   28   141.173   38.395       2.8  0.03621 -12.34  30.5943097
46   29   141.225   38.454       3.1  0.03772 -13.39  32.0300123
47   30   141.217   38.388       4.0  0.03887 -13.25  33.1042920
48   31   141.185   38.373       2.7  0.04295 -11.60  36.8064642
49   32   141.251   38.429       3.0  0.04407 -11.59  37.7891516
50   33   141.202   38.398       3.0  0.04483 -14.81  38.4483812
51   34   141.206   38.380       3.5  0.04580 -12.32  39.2810856
52   35   141.245   38.442       2.8  0.04726 -10.89  40.5178086
53   36   141.162   38.368       3.4  0.04789 -13.94  41.0448354
54   37   141.200   38.390       2.5  0.04855 -12.17  41.5933806
55   38   141.219   38.387       2.5  0.04879 -10.92  41.7917998
56   39   141.196   38.393       2.7  0.05052 -11.43  43.2056182
57   40   141.178   38.392       2.9  0.05178 -14.75  44.2176277
58   41   141.209   38.422       3.0  0.05476 -12.91  46.5545253
59   42   141.176   38.473       2.7  0.05555 -12.20  47.1612962
60   43   141.202   38.415       2.8  0.05599 -13.59  47.4970212
61   44   141.176   38.479       3.0  0.05640 -11.97  47.8084832
62   45   141.193   38.399       2.6  0.05702 -14.07  48.2770514
63   46   141.179   38.444       2.9  0.05745 -13.76  48.6002240
64   47   141.199   38.460       2.7  0.05831 -13.65  49.2423095
65   48   141.201   38.412       2.9  0.05919 -12.66  49.8933498
66   49   141.190   38.391       3.3  0.05949 -12.65  50.1139849
67   50   141.178   38.449       3.5  0.06097 -14.67  51.1934430
68   51   141.216   38.417       2.9  0.06212 -11.75  52.0222871
69   52   141.153   38.389       2.8  0.06336 -14.39  52.9053213
70   53   141.186   38.450       3.3  0.06387 -14.35  53.2653588
71   54   141.181   38.455       3.1  0.06445 -13.48  53.6730152
72   55   141.185   38.445       3.5  0.06639 -14.41  55.0202112
73   56   141.179   38.450       2.8  0.06813 -13.74  56.2088908
74   57   141.241   38.448       2.9  0.06880 -11.18  56.6613288
75   58   141.179   38.480       4.0  0.06918 -13.67  56.9167284
76   59   141.196   38.410       2.7  0.07117 -12.11  58.2491115
77   60   141.191   38.467       2.9  0.07224 -12.10  58.9551302
78   61   141.218   38.483       3.0  0.07407 -10.75  60.1465393
79   62   141.170   38.479       3.5  0.07650 -12.04  61.6981484
80   63   141.189   38.421       2.8  0.07913 -11.90  63.3424311
81   64   141.213   38.409       2.7  0.07933  -7.91  63.4659180
82   65   141.167   38.404       2.7  0.07996 -10.61  63.8535614
83   66   141.196   38.397       3.8  0.08284 -11.36  65.5987627
84   67   141.158   38.472       3.0  0.08461 -12.92  66.6550825
85   68   141.176   38.375       2.5  0.08520  -6.10  67.0038137
86   69   141.186   38.393       2.8  0.08734  -7.81  68.2542044
87   70   141.214   38.408       3.0  0.08766  -7.80  68.4393017
88   71   141.135   38.398       3.2  0.08818 -11.98  68.7392144
89   72   141.207   38.400       2.8  0.09004  -9.46  69.8025008
90   73   141.200   38.448       2.5  0.09158 -11.38  70.6708588
91   74   141.213   38.444       3.0  0.09200 -11.09  70.9058265
92   75   141.178   38.410       3.3  0.09221 -11.57  71.0230869
93   76   141.203   38.399       3.5  0.09274  -7.81  71.3185729
94   77   141.176   38.407       3.2  0.09705 -11.67  73.6809405
95   78   141.189   38.420       3.0  0.09832 -11.99  74.3625327
96   79   141.160   38.383       3.5  0.10286 -10.93  76.7465932
97   80   141.201   38.404       2.7  0.10391  -9.21  77.2877898
98   81   141.208   38.398       3.1  0.10762 -10.04  79.1669837
99   82   141.183   38.448       3.2  0.10886 -11.96  79.7843180
100  83   141.169   38.453       2.7  0.11014 -12.24  80.4165676
101  84   141.175   38.454       4.0  0.11145 -12.31  81.0578472
102  85   141.199   38.407       3.1  0.11217 -10.26  81.4114925
103  86   141.170   38.443       3.1  0.11270 -11.81  81.6708855
104  87   141.191   38.466       3.5  0.11281 -11.88  81.7246497
105  88   141.174   38.407       3.1  0.11434 -11.75  82.4701224
106  89   141.170   38.418       3.1  0.11494 -11.74  82.7605002
107  90   141.136   38.401       3.0  0.11631 -12.88  83.4194967
108  91   141.190   38.470       3.2  0.11784 -12.38  84.1484279
109  92   141.167   38.385       2.5  0.11884  -9.82  84.6212283
110  93   141.171   38.475       2.7  0.12160 -12.00  85.9093854
111  94   141.190   38.445       2.7  0.12504 -11.17  87.4816945
112  95   141.155   38.456       2.9  0.12874 -14.12  89.1335489
113  96   141.167   38.455       3.6  0.13017 -12.93  89.7617266
114  97   141.168   38.453       4.8  0.13117 -13.01  90.1993732
115  98   141.171   38.448       4.2  0.13335 -12.20  91.2355552
116  99   141.231   38.462       3.4  0.13537 -10.26  92.1971266
117 100   141.164   38.451       2.5  0.13855 -11.17  93.6828947
118 101   141.163   38.447       2.8  0.14370 -12.12  96.0139868
119 102   141.208   38.411       2.9  0.14608 -10.76  97.0624604
120 103   141.179   38.436       2.9  0.15112  -9.47  99.2275715
121 104   141.209   38.463       3.6  0.15609 -11.36 101.2938412
122 105   141.173   38.461       2.7  0.15647 -13.10 101.4498039
123 106   141.227   38.453       3.6  0.15708 -10.70 101.6994734
124 107   141.181   38.431       2.7  0.16025 -10.01 102.9870418
125 108   141.223   38.462       4.1  0.16117 -11.12 103.3560660
126 109   141.197   38.424       2.9  0.16270 -11.16 103.9753382
127 110   141.193   38.466       4.0  0.16288 -11.81 104.0478416
128 111   141.166   38.432       2.8  0.16401 -11.71 104.5069156
129 112   141.195   38.453       2.9  0.17003 -10.72 106.8977821
130 113   141.195   38.472       2.8  0.17042 -13.22 107.0496639
131 114   141.199   38.411       2.5  0.17529  -8.61 108.9171386
132 115   141.202   38.417       3.2  0.18534 -11.26 112.6083100
133 116   141.216   38.422       2.8  0.18614 -10.35 112.8938480
134 117   141.169   38.464       3.1  0.18727 -12.29 113.2953067
135 118   141.190   38.444       4.1  0.19028 -13.82 114.3542609
136 119   141.218   38.454       3.0  0.19121 -10.08 114.6842880
137 120   141.186   38.480       2.9  0.19946 -12.05 117.5416766
138 121   141.192   38.394       2.6  0.19988 -10.94 117.6838996
139 122   141.186   38.439       2.6  0.20109 -12.00 118.0920461
140 123   141.194   38.461       2.6  0.20204 -11.44 118.4108151
141 124   141.169   38.451       2.6  0.20556 -12.69 119.5789044
142 125   141.221   38.443       3.3  0.20925 -10.82 120.7818336
143 126   141.224   38.472       3.9  0.21034 -10.98 121.1338808
144 127   141.217   38.447       2.5  0.21651 -10.54 123.1148389
145 128   141.161   38.445       2.8  0.22340 -12.85 125.2578979
146 129   141.182   38.483       3.6  0.22406 -11.95 125.4596829
147 130   141.208   38.465       2.6  0.22660 -10.15 126.2349896
148 131   141.204   38.485       3.5  0.22859 -11.58 126.8362417
149 132   141.206   38.462       3.0  0.24432 -11.27 131.4231933
150 133   141.204   38.463       3.1  0.24565 -11.15 131.7972841
151 134   141.164   38.401       2.9  0.26089  -9.26 135.9474465
152 135   141.172   38.443       2.6  0.26270 -12.03 136.4242963
153 136   141.196   38.426       3.2  0.26474 -11.49 136.9580027
154 137   141.217   38.451       2.7  0.27117 -10.64 138.6170379
155 138   141.166   38.389       2.6  0.27341 -10.97 139.1859230
156 139   141.197   38.408       2.6  0.27416 -10.87 139.3754309
157 140   141.205   38.394       2.5  0.27972  -9.94 140.7647151
158 141   141.169   38.458       3.1  0.28597 -12.12 142.2938693
159 142   141.210   38.464       3.2  0.29378  -9.50 144.1613862
160 143   141.184   38.460       2.8  0.29422 -11.39 144.2653704
161 144   141.196   38.402       3.0  0.29709 -10.82 144.9403440
162 145   141.202   38.405       2.7  0.29737  -9.64 145.0059389
163 146   141.194   38.453       2.5  0.29806 -11.11 145.1674253
164 147   141.199   38.400       3.9  0.30242 -11.74 146.1793454
165 148   141.203   38.407       2.8  0.30537 -10.30 146.8668994
166 149   141.205   38.465       3.4  0.31731 -11.39 149.5781578
167 150   141.175   38.421       3.1  0.31773 -10.66 149.6719294
168 151   141.168   38.458       3.8  0.31897 -12.29 149.9485684
169 152   141.171   38.460       3.9  0.31939 -12.66 150.0432837
170 153   141.175   38.453       3.2  0.32639 -12.67 151.6260164
171 154   141.190   38.465       4.2  0.32648 -11.46 151.6461384
172 155   141.179   38.451       3.2  0.32789 -12.68 151.9727579
173 156   141.184   38.456       3.0  0.32802 -12.35 152.0028452
174 157   141.173   38.393       2.7  0.33458 -10.96 153.5005322
175 158   141.176   38.451       3.6  0.34886 -12.75 156.6253739
176 159   141.201   38.483       3.9  0.35303 -11.65 157.5137862
177 160   141.207   38.488       3.1  0.35388 -11.25 157.6965763
178 161   141.187   38.397       2.6  0.36080  -9.58 159.1652043
179 162   141.208   38.394       2.7  0.36429 -10.40 159.8917538
180 163   141.147   38.441       2.7  0.36758 -13.48 160.5688045
181 164   141.177   38.447       3.3  0.36857 -11.84 160.7711534
182 165   141.215   38.450       3.2  0.37476 -11.52 162.0254287
183 166   141.194   38.467       2.9  0.39169 -11.97 165.3359410
184 167   141.215   38.462       2.8  0.39640 -10.19 166.2272704
185 168   141.152   38.385       2.6  0.40064 -10.13 167.0198242
186 169   141.193   38.497       5.3  0.40501 -12.04 167.8269114
187 170   141.220   38.482       4.0  0.40685 -10.90 168.4555217
188 171   141.182   38.496       3.0  0.40969 -11.97 169.4108976
189 172   141.201   38.504       2.9  0.41377 -11.29 170.7284253
190 173   141.173   38.385       3.2  0.41830 -10.93 172.1252881
191 174   141.175   38.428       3.3  0.42083 -12.88 172.8800553
192 175   141.204   38.410       2.5  0.42775 -12.38 174.8645533
193 176   141.132   38.377       2.9  0.43326 -12.09 176.3676156
194 177   141.222   38.431       2.8  0.43364  -9.76 176.4691293
195 178   141.187   38.450       2.6  0.43950 -11.58 178.0022641
196 179   141.143   38.472       2.7  0.44522 -13.47 179.4439238
197 180   141.152   38.385       2.7  0.44596  -9.78 179.6268906
198 181   141.193   38.437       2.9  0.44735 -11.31 179.9686463
199 182   141.174   38.471       2.8  0.44795 -11.79 180.1154812
200 183   141.127   38.382       2.5  0.44999 -11.26 180.6113777
201 184   141.172   38.410       2.9  0.45473 -12.43 181.7424626
202 185   141.197   38.453       2.6  0.45548 -13.89 181.9190015
203 186   141.180   38.461       2.6  0.45660 -13.66 182.1814772
204 187   141.184   38.411       2.5  0.45868 -11.96 182.6651519
205 188   141.217   38.483       2.5  0.46930 -10.84 185.0595946
206 189   141.219   38.484       3.0  0.46990 -10.88 185.1913952
207 190   141.183   38.446       2.8  0.47141 -12.01 185.5220736
208 191   141.166   38.389       2.5  0.47790 -11.50 186.9198544
209 192   141.216   38.481       2.6  0.50154 -10.49 191.7155078
210 193   141.156   38.409       2.7  0.50584 -11.78 192.5445990
211 194   141.214   38.445       2.8  0.50640 -10.60 192.6517730
212 195   141.169   38.410       3.5  0.51245 -11.82 193.7981244
213 196   141.157   38.443       2.7  0.51291 -11.01 193.8849848
214 197   141.173   38.392       2.7  0.51866 -11.32 194.9603053
215 198   141.222   38.422       2.6  0.52566  -9.42 196.2433563
216 199   141.178   38.456       2.7  0.53364 -12.39 197.6730073
217 200   141.193   38.396       2.6  0.53867 -11.25 198.5574490
218 201   141.159   38.449       2.7  0.54280 -12.57 199.2744817
219 202   141.178   38.408       3.1  0.54939 -10.64 200.4022987
220 203   141.178   38.486       2.9  0.55141 -12.23 200.7448121
221 204   141.185   38.451       2.8  0.57085 -12.26 203.9513665
222 205   141.210   38.489       2.9  0.60105 -11.55 208.6373098
223 206   141.191   38.474       3.8  0.62207 -11.68 211.7178615
224 207   141.224   38.469       2.6  0.63534 -11.35 213.6276404
225 208   141.226   38.457       2.6  0.65125  -9.67 215.8433007
226 209   141.186   38.472       2.5  0.68942 -11.82 220.8765387
227 210   141.166   38.450       2.9  0.69129 -13.79 221.1139954
228 211   141.194   38.435       3.2  0.70081 -12.40 222.3128151
229 212   141.183   38.437       3.2  0.70313 -12.62 222.6032231
230 213   141.189   38.455       2.7  0.70471 -12.53 222.8012410
231 214   141.218   38.470       3.1  0.70753 -11.03 223.1535683
232 215   141.237   38.437       2.7  0.71395 -10.32 223.9512558
233 216   141.172   38.458       3.0  0.71733 -12.89 224.3676800
234 217   141.208   38.410       3.1  0.71966 -10.75 224.6539785
235 218   141.198   38.466       2.6  0.73995 -11.09 227.1017220
236 219   141.171   38.390       2.8  0.74192 -11.84 227.3346992
237 220   141.160   38.384       2.8  0.74666 -10.91 227.8928578
238 221   141.178   38.487       2.7  0.77896 -12.58 231.5817022
239 222   141.162   38.399       2.5  0.78135 -11.85 231.8472449
240 223   141.201   38.438       2.7  0.78350 -11.51 232.0854505
241 224   141.212   38.483       2.9  0.79046 -10.98 232.8519836
242 225   141.191   38.445       3.6  0.80101 -12.09 234.0003387
243 226   141.219   38.479       2.5  0.81434 -11.29 235.4448355
244 227   141.234   38.465       3.6  0.81511 -10.67 235.5272919
245 228   141.185   38.403       2.9  0.81661 -11.18 235.6902785
246 229   141.190   38.466       3.0  0.82206 -12.46 236.2796602
247 230   141.189   38.409       2.8  0.82984 -11.58 237.1125933
248 231   141.165   38.447       2.5  0.83574 -12.89 237.7371932
249 232   141.191   38.468       2.6  0.83897 -11.64 238.0765536
250 233   141.204   38.406       3.0  0.85715 -10.36 239.9533439
251 234   141.202   38.406       2.7  0.86819 -11.02 241.0696497
252 235   141.180   38.453       2.5  0.87504 -12.53 241.7535259
253 236   141.189   38.441       3.6  0.87716 -12.43 241.9638971
254 237   141.172   38.390       2.9  0.90834 -12.15 245.0236487
255 238   141.184   38.446       3.0  0.91471 -12.07 245.6318432
256 239   141.215   38.406       2.8  0.92369 -10.70 246.4823503
257 240   141.193   38.394       2.5  0.94396 -10.47 248.3645943
258 241   141.200   38.402       2.9  0.94978 -10.98 248.8955773
259 242   141.215   38.406       3.0  0.95166 -10.37 249.0667072
260 243   141.171   38.455       2.7  0.96434 -12.51 250.2132103
261 244   141.218   38.442       2.6  0.96828  -9.98 250.5658681
262 245   141.176   38.433       2.6  0.99636 -12.43 253.0280103
263 246   141.141   38.441       2.6  1.02163 -14.38 255.1721466
264 247   141.171   38.466       2.7  1.02948 -13.30 255.8258581
265 248   141.181   38.483       3.9  1.03868 -12.18 256.5856180
266 249   141.181   38.420       2.6  1.04256 -11.94 256.9183625
267 250   141.214   38.468       2.8  1.04289 -10.85 256.9465732
268 251   141.235   38.463       3.5  1.04546 -10.55 257.1661393
269 252   141.210   38.483       2.6  1.04807 -11.49 257.3914284
270 253   141.203   38.412       3.0  1.04934 -11.50 257.5007084
271 254   141.215   38.452       3.0  1.08726 -11.43 260.6543043
272 255   141.191   38.420       2.5  1.09162 -11.36 261.0060916
273 256   141.172   38.478       3.4  1.09840 -11.99 261.5492411
274 257   141.211   38.457       3.2  1.12953 -11.11 264.0038965
275 258   141.199   38.438       3.0  1.13065 -11.84 264.0909155
276 259   141.189   38.458       2.9  1.13298 -12.63 264.2723258
277 260   141.237   38.464       3.4  1.14429 -10.47 265.1467428
278 261   141.176   38.385       2.7  1.15727 -10.62 266.1448645
279 262   141.197   38.415       2.9  1.16362 -11.27 266.6269565
280 263   141.172   38.470       3.2  1.16666 -12.30 266.8570149
281 264   141.171   38.389       3.0  1.18775 -11.70 268.4369049
282 265   141.208   38.467       2.6  1.20185 -11.41 269.4723829
283 266   141.155   38.443       2.5  1.21749 -11.58 270.6008696
284 267   141.222   38.410       2.5  1.23903  -9.71 272.1228525
285 268   141.220   38.476       3.9  1.25484 -11.01 273.2183101
286 269   141.158   38.458       2.5  1.30091 -11.87 276.4313899
287 270   141.139   38.446       3.6  1.31630 -14.61 277.4609667
288 271   141.227   38.464       3.3  1.32280 -10.71 277.9012002
289 272   141.189   38.416       2.5  1.32655 -11.13 278.1560079
290 273   141.210   38.487       2.8  1.34688 -11.05 279.5124645
291 274   141.192   38.399       2.5  1.35263 -10.54 279.8901948
292 275   141.172   38.388       2.6  1.38717 -11.26 282.1059089
293 276   141.162   38.381       3.8  1.39584 -11.83 282.6497322
294 277   141.213   38.462       2.6  1.41332 -11.02 283.7755852
295 278   141.172   38.485       3.2  1.43762 -12.23 285.2936330
296 279   141.174   38.384       3.8  1.43886 -11.29 285.3705874
297 280   141.210   38.460       2.5  1.44671 -10.15 285.8766850
298 281   141.198   38.456       2.7  1.44777 -11.47 285.9444445
299 282   141.158   38.445       2.8  1.44912 -13.10 286.0307468
300 283   141.158   38.445       2.6  1.44965 -12.96 286.0646766
301 284   141.183   38.451       2.5  1.46428 -11.97 286.9890300
302 285   141.192   38.475       2.5  1.48142 -12.29 288.0449420
303 286   141.220   38.469       2.5  1.48235 -10.70 288.1015723
304 287   141.188   38.416       3.1  1.49150 -11.72 288.6557548
305 288   141.214   38.423       3.7  1.49580 -11.43 288.9158528
306 289   141.225   38.457       2.5  1.53030  -9.93 291.0094836
307 290   141.172   38.454       2.6  1.53260 -12.21 291.1453765
308 291   141.176   38.433       2.6  1.55090 -12.34 292.2144747
309 292   141.171   38.391       2.5  1.55619 -11.69 292.5197567
310 293   141.170   38.389       2.7  1.56804 -11.72 293.1979220
311 294   141.173   38.460       2.8  1.59490 -12.18 294.7070023
312 295   141.178   38.415       2.6  1.60585 -12.01 295.3126503
313 296   141.211   38.457       3.2  1.63001 -11.19 296.6287552
314 297   141.217   38.481       2.7  1.66585 -11.19 298.5450030
315 298   141.153   38.394       2.8  1.67898 -11.65 299.2330225
316 299   141.150   38.369       2.6  1.68620 -11.15 299.6093632
317 300   141.181   38.481       3.2  1.68979 -12.07 299.7959849
318 301   141.208   38.402       2.5  1.71929 -10.28 301.3204912
319 302   141.150   38.371       2.6  1.72515 -12.31 301.6186755
320 303   141.205   38.396       2.5  1.75664 -10.66 303.1981293
321 304   141.246   38.465       3.5  1.75941 -10.41 303.3353305
322 305   141.102   38.386       2.8  1.78364 -12.03 304.5485139
323 306   141.204   38.409       2.5  1.83789 -10.92 307.1706327
324 307   141.198   38.414       2.7  1.86119 -11.09 308.2635346
325 308   141.153   38.455       5.0  1.87122 -13.69 308.7296495
326 309   141.163   38.458       2.6  1.88494 -13.04 310.2212378
327 310   141.192   38.380       2.9  1.89085 -10.88 310.7931519
328 311   141.156   38.449       2.6  1.89140 -12.45 310.8448606
329 312   141.200   38.405       2.7  1.89239  -7.96 310.9373996
330 313   141.165   38.380       2.7  1.89491 -10.95 311.1696701
331 314   141.152   38.450       3.5  1.90458 -13.69 312.0191442
332 315   141.180   38.475       3.0  1.91205 -12.39 312.6456829
333 316   141.154   38.450       3.5  1.92160 -13.89 313.4082566
334 317   141.183   38.483       2.5  1.92882 -12.09 313.9680305
335 318   141.155   38.446       3.0  1.92895 -12.41 313.9779277
336 319   141.156   38.449       3.0  1.93302 -13.36 314.2860096
337 320   141.214   38.408       3.0  1.93851 -10.50 314.6940382
338 321   141.157   38.472       3.6  1.95971 -12.97 316.1902229
339 322   141.224   38.464       3.0  1.98025 -10.91 317.5678199
340 323   141.156   38.447       3.0  1.99627 -13.35 318.5881348
341 324   141.189   38.457       3.1  2.00757 -12.14 319.2858942
342 325   141.158   38.447       3.4  2.01962 -13.53 320.0143798
343 326   141.212   38.478       3.5  2.02342 -11.50 320.2437736
344 327   141.141   38.475       2.7  2.02741 -13.58 320.4875650
345 328   141.214   38.406       2.7  2.03389 -10.49 320.8787164
346 329   141.179   38.421       2.8  2.04801 -12.49 321.7112179
347 330   141.173   38.454       2.5  2.05024 -11.91 321.8406979
348 331   141.174   38.391       2.8  2.13054 -11.69 326.1796282
349 332   141.178   38.455       2.8  2.14517 -12.80 326.9201897
350 333   141.181   38.428       3.3  2.18949 -12.55 329.0933583
351 334   141.156   38.447       2.7  2.21771 -12.28 330.4413151
352 335   141.179   38.408       3.0  2.23725 -12.06 331.3525261
353 336   141.195   38.476       2.9  2.24184 -11.86 331.5654796
354 337   141.229   38.402       2.7  2.26948  -9.53 332.8316083
355 338   141.162   38.456       2.7  2.27126 -13.68 332.9121643
356 339   141.161   38.468       2.6  2.29217 -12.75 333.8504013
357 340   141.174   38.392       3.5  2.32571 -11.91 335.3199881
358 341   141.167   38.444       2.5  2.32645 -10.22 335.3529414
359 342   141.212   38.424       2.7  2.34975 -10.73 336.3751614
360 343   141.194   38.435       2.9  2.35172 -11.91 336.4605778
361 344   141.170   38.400       2.5  2.36577 -11.57 337.0677637
362 345   141.171   38.465       2.7  2.42196 -12.11 339.4171677
363 346   141.211   38.423       3.3  2.44124 -10.98 340.2009747
364 347   141.180   38.445       3.0  2.47275 -12.14 341.4762077
365 348   141.162   38.449       2.5  2.47490 -13.30 341.5626389
366 349   141.189   38.402       3.0  2.49094 -11.17 342.2030505
367 350   141.194   38.450       2.5  2.50920 -11.77 342.9264864
368 351   141.209   38.408       2.5  2.60515 -10.80 346.5687001
369 352   141.189   38.455       3.0  2.69341 -12.65 349.7373875
370 353   141.178   38.453       3.5  2.74165 -12.56 351.4175079
371 354   141.172   38.439       3.3  2.74670 -12.76 351.5972447
372 355   141.176   38.469       2.8  2.77058 -12.47 352.4480912
373 356   141.222   38.458       2.8  2.81332 -11.56 353.9259229
374 357   141.187   38.458       2.7  2.82708 -11.76 354.3936421
375 358   141.195   38.437       2.5  2.87705 -11.22 356.0603795
376 359   141.185   38.451       2.5  2.87907 -11.83 356.1268220
377 360   141.185   38.483       2.5  2.89538 -11.64 356.6615358
378 361   141.207   38.438       3.3  2.96293 -11.04 358.8266702
379 362   141.191   38.464       3.0  3.05704 -12.06 361.7619766
380 363   141.190   38.418       2.5  3.06450 -11.81 361.9906082
381 364   141.198   38.427       2.6  3.12375 -10.84 363.7740899
382 365   141.171   38.409       3.0  3.15222 -11.23 364.6145457
383 366   141.158   38.450       2.9  3.17338 -13.52 365.2377852
384 367   141.176   38.431       2.5  3.17747 -12.53 365.3583995
385 368   141.172   38.463       2.6  3.22736 -12.38 366.8074841
386 369   141.192   38.406       2.7  3.26742 -11.50 367.9470126
387 370   141.170   38.463       3.6  3.27247 -12.98 368.0898507
388 371   141.152   38.458       3.7  3.29565 -14.01 368.7732532
389 372   141.167   38.472       3.3  3.32166 -13.11 369.5656877
390 373   141.195   38.454       2.7  3.59782 -12.11 377.1014394
391 374   141.217   38.411       3.0  3.60840 -11.10 377.3718176
392 375   141.153   38.424       2.5  3.61127 -13.91 377.4459465
393 376   141.221   38.414       3.0  3.62909 -10.71 377.9042399
394 377   141.209   38.485       2.5  3.63818 -11.05 378.1389670
395 378   141.136   38.387       2.6  3.64462 -12.82 378.3047929
396 379   141.148   38.477       2.6  3.69491 -13.19 379.5800021
397 380   141.139   38.481       3.2  3.72254 -12.82 380.2686535
398 381   141.169   38.425       2.5  3.74624 -12.52 380.8635620
399 382   141.171   38.463       3.1  3.91696 -12.67 384.9496525
400 383   141.199   38.426       2.7  3.92829 -10.97 385.2161554
401 384   141.193   38.479       2.6  3.94939 -11.54 385.7102133
402 385   141.208   38.403       3.4  3.99238 -11.18 386.7032963
403 386   141.174   38.464       2.5  4.05454 -12.63 388.1459077
404 387   141.170   38.447       3.5  4.10694 -12.95 389.3252175
405 388   141.154   38.447       3.1  4.19317 -12.79 391.2740676
406 389   141.211   38.458       2.8  4.20211 -11.27 391.4739425
407 390   141.227   38.456       2.5  4.24087  -9.95 392.3317227
408 391   141.199   38.487       2.6  4.30566 -11.71 393.7288603
409 392   141.158   38.380       2.9  4.34781  -9.82 394.6208168
410 393   141.193   38.407       3.1  4.44198 -11.20 396.5767265
411 394   141.193   38.433       2.6  4.49463 -11.72 397.6570932
412 395   141.197   38.425       3.9  4.49887 -11.57 397.7434018
413 396   141.196   38.427       3.1  4.49961 -10.62 397.7613902
414 397   141.181   38.481       3.1  4.64925 -11.83 400.9859851
415 398   141.182   38.482       3.0  4.65086 -11.71 401.0192294
416 399   141.166   38.462       2.5  4.67324 -11.81 401.4828428
417 400   141.174   38.389       2.7  4.77708 -10.61 403.5482652
418 401   141.167   38.382       3.8  4.87158 -10.77 405.3566399
419 402   141.167   38.382       3.1  4.87477 -10.77 405.4260131
420 403   141.167   38.379       2.5  4.87519  -7.62 405.4352894
421 404   141.163   38.461       3.2  4.89066 -13.08 405.7694346
422 405   141.130   38.403       2.7  4.90285 -13.40 406.0304093
423 406   141.185   38.422       2.7  4.91156 -11.98 406.2138915
424 407   141.203   38.411       2.9  5.06817 -11.14 409.2568791
425 408   141.213   38.414       2.7  5.10795 -11.27 409.9949430
426 409   141.164   38.379       2.5  5.10961 -10.24 410.0256736
427 410   141.183   38.455       2.9  5.13949 -12.46 410.5758783
428 411   141.173   38.407       3.5  5.16009 -11.03 410.9547717
429 412   141.157   38.381       2.9  5.18424 -10.18 411.4189831
430 413   141.172   38.460       3.2  5.21763 -12.93 412.0462226
431 414   141.207   38.464       2.8  5.24475 -11.19 412.5554963
432 415   141.187   38.442       3.7  5.32551 -12.69 414.0203336
433 416   141.177   38.483       2.5  5.40093 -12.04 415.4330808
434 417   141.188   38.478       2.6  5.44378 -12.04 416.1955522
435 418   141.188   38.462       3.1  5.48961 -13.04 416.9951025
436 419   141.151   38.377       2.9  5.56753 -11.02 418.3376691
437 420   141.152   38.419       2.8  5.58292 -10.76 418.6003600
438 421   141.149   38.418       2.5  5.60737 -12.02 419.0169153
439 422   141.172   38.386       2.5  5.60940 -11.91 419.0513961
440 423   141.171   38.467       2.8  5.74310 -12.82 421.2578561
441 424   141.203   38.431       3.0  5.84354 -11.73 422.8621274
442 425   141.215   38.443       2.9  5.96909 -11.45 424.8228174
443 426   141.193   38.460       3.9  5.97442 -12.17 424.9057344
444 427   141.245   38.461       3.0  6.11521  -9.64 427.2696563
445 428   141.156   38.366       2.6  6.16182 -10.85 428.0030143
446 429   141.190   38.401       2.7  6.21802 -11.60 428.8670681
447 430   141.164   38.479       3.6  6.41433 -13.03 431.7624577
448 431   141.174   38.461       2.8  6.42357 -12.85 431.9096593
449 432   141.172   38.386       2.6  6.52830 -10.11 433.4784100
450 433   141.219   38.485       2.9  6.53325 -11.22 433.5504449
451 434   141.198   38.457       2.5  6.60921 -11.68 434.6467102
452 435   141.141   38.495       2.5  6.63617 -12.83 435.0287437
453 436   141.215   38.463       2.6  6.72745 -10.91 436.2998106
454 437   141.161   38.459       2.5  6.76837 -12.60 436.8616520
455 438   141.193   38.456       2.6  6.78682 -11.74 437.1139553
456 439   141.230   38.395       2.5  6.86752  -9.49 438.2056404
457 440   141.220   38.399       3.2  6.89483 -10.70 438.5711288
458 441   141.102   38.397       2.7  7.05411 -12.67 440.6902160
459 442   141.189   38.457       3.3  7.16398 -12.45 442.1041040
460 443   141.185   38.480       3.3  7.34776 -12.27 444.4463394
461 444   141.221   38.477       2.9  7.41094 -11.04 445.2529175
462 445   141.173   38.456       2.7  7.43699 -12.97 445.5826987
463 446   141.174   38.462       2.9  7.43789 -12.70 445.5941412
464 447   141.171   38.459       2.7  7.50936 -13.03 446.4953790
465 448   141.162   38.405       2.9  7.51260 -12.35 446.5359310
466 449   141.187   38.442       2.9  7.71467 -12.81 448.9914506
467 450   141.181   38.444       3.7  8.28238 -14.76 455.3861220
468 451   141.178   38.449       2.8  8.38201 -13.77 456.5627566
469 452   141.156   38.457       2.7  8.38716 -15.25 456.6215341
470 453   141.197   38.485       2.6  8.53605 -12.02 458.2645353
471 454   141.172   38.390       2.7  8.61650 -13.26 459.1249382
472 455   141.182   38.442       2.5  8.64515 -14.13 459.4303610
473 456   141.182   38.451       3.4  8.71493 -14.42 460.1663194
474 457   141.204   38.405       3.0  8.74688 -13.81 460.5232435
475 458   141.173   38.429       2.7  8.93292 -14.61 462.4936770
476 459   141.189   38.486       2.7  9.16825 -13.45 464.8585628
477 460   141.191   38.412       3.0  9.21284 -15.21 465.2995144
478 461   141.180   38.456       2.6  9.35665 -14.40 466.7136851
479 462   141.173   38.404       2.5  9.49963 -10.99 468.0822786
480 463   141.230   38.435       2.6  9.57008 -10.62 468.7472511
481 464   141.184   38.453       2.9  9.58312 -12.98 468.8706970
482 465   141.184   38.417       2.7  9.62182 -11.95 469.2415289
483 466   141.219   38.447       2.5  9.77596 -11.22 470.6835782
484 467   141.224   38.455       3.7  9.90149 -10.99 471.8296691
485 468   141.171   38.392       3.6  9.98053 -11.95 472.6390429
486 469   141.207   38.440       3.4 10.00927 -11.34 472.9530208
487 470   141.218   38.453       2.8 10.12313 -10.87 474.1310966
488 471   141.172   38.416       2.7 10.12965 -12.35 474.1956845
489 472   141.222   38.477       2.5 10.24798 -11.03 475.3295007
490 473   141.187   38.450       3.0 10.54250 -12.57 477.9698734
491 474   141.176   38.459       2.7 10.57415 -12.79 478.2523292
492 475   141.211   38.463       2.6 10.80936 -11.41 480.2789075
493 476   141.224   38.467       2.5 11.03637 -11.09 482.1637687
494 477   141.169   38.390       2.7 11.13062 -10.77 482.9319301
495 478   141.194   38.475       3.6 11.27896 -12.21 484.1282733
496 479   141.182   38.449       3.3 11.38135 -12.52 485.0266088
497 480   141.203   38.412       2.8 11.44139 -10.92 485.5495599
498 481   141.215   38.468       3.6 11.54224 -11.21 486.3904060
499 482   141.163   38.461       2.7 11.61542 -13.07 487.0528277
500 483   141.228   38.470       2.5 11.74248 -10.98 488.1124664
501 484   141.222   38.492       3.2 11.75648 -11.31 488.2266062
502 485   141.221   38.465       3.6 11.75903 -11.60 488.2488655
503 486   141.238   38.430       2.5 12.05653 -10.54 490.7673070
504 487   141.177   38.384       3.2 12.16077  -9.91 491.5804966
505 488   141.177   38.434       2.6 12.18686 -12.41 491.7932221
506 489   141.201   38.452       2.7 12.32190 -11.33 492.8482155
507 490   141.221   38.467       3.4 12.50481 -11.58 494.2268179
508 491   141.192   38.405       2.8 12.67767 -11.56 495.5551944
509 492   141.208   38.459       2.7 12.79443 -11.39 496.4180900
510 493   141.214   38.405       2.5 12.93669 -10.52 497.4475983
511 494   141.245   38.463       2.8 12.97210 -15.66 497.7013981
512 495   141.173   38.389       2.5 13.02769 -10.26 498.1027152
513 496   141.214   38.404       2.5 13.07669 -10.66 498.4531849
514 497   141.230   38.517       4.4 13.10972 -10.83 498.6888089
515 498   141.203   38.395       2.6 13.12624 -10.60 499.0118209
516 499   141.219   38.499       2.6 13.21823 -10.92 500.2198660
517 500   141.227   38.514       2.8 13.22840 -10.16 500.3294622
518 501   141.163   38.462       3.3 13.37960 -13.19 501.7645946
519 502   141.212   38.410       3.4 13.63240 -11.24 503.8603254
520 503   141.168   38.406       2.8 13.71666 -11.86 504.5477474
521 504   141.171   38.457       4.0 13.82037 -13.21 505.3491962
522 505   141.231   38.515       3.5 13.96342 -10.44 506.7073173
523 506   141.147   38.379       2.6 14.30922  -9.53 509.4372710
524 507   141.183   38.451       3.1 14.33922 -12.56 509.6563731
525 508   141.147   38.378       2.5 14.71878 -10.17 512.3242083
526 509   141.219   38.451       3.5 14.93934 -11.32 513.7851316
527 510   141.195   38.429       2.6 15.07926 -10.86 514.7665403
528 511   141.178   38.475       2.6 15.10812 -12.22 514.9607217
529 512   141.156   38.473       3.8 15.13122 -13.30 515.1164639
530 513   141.235   38.472       2.5 15.16841 -11.06 515.4428521
531 514   141.102   38.386       2.8 15.41587 -12.99 517.2002257
532 515   141.202   38.403       2.7 15.49695 -10.98 517.7401307
533 516   141.171   38.447       2.8 15.64483 -12.87 518.6989847
534 517   141.161   38.471       2.6 15.95377 -12.89 520.6247627
535 518   141.204   38.395       2.6 16.04806 -10.14 521.1982659
536 519   141.193   38.455       2.7 16.21083 -11.72 522.1740948
537 520   141.194   38.472       3.1 16.29122 -12.14 522.6535527
538 521   141.178   38.483       2.5 16.39021 -12.30 523.2559731
539 522   141.183   38.479       2.9 16.75877 -12.16 525.3841025
540 523   141.217   38.458       2.8 16.77849 -11.12 525.4994450
541 524   141.214   38.460       3.3 16.83651 -11.27 525.8393030
542 525   141.181   38.495       4.4 17.09337 -12.07 527.3408584
543 526   141.126   38.386       3.1 17.21380 -11.59 528.8184317
544 527   141.208   38.464       2.7 17.26959 -11.09 529.3096150
545 528   141.173   38.466       3.6 17.27861 -13.16 529.3849106
546 529   141.235   38.428       2.7 17.30684 -11.34 529.6507406
547 530   141.222   38.472       3.3 17.31444 -11.45 529.7188830
548 531   141.153   38.375       2.5 17.52760 -12.07 531.3829592
549 532   141.199   38.409       2.9 18.00167 -11.12 534.3674381
550 533   141.188   38.480       2.5 18.03127 -12.21 534.5465345
551 534   141.179   38.489       2.5 18.27142 -13.10 535.9376110
552 535   141.187   38.476       3.6 18.32060 -12.41 536.2162783
553 536   141.158   38.399       2.6 18.44892 -11.32 537.0293892

SAPP documentation built on July 2, 2020, 2:59 a.m.