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Generates a synthetic catalogue using the ETAS model

Usage

generate_temporal_ETAS_synthetic(
  theta,
  beta.p,
  M0,
  T1,
  T2,
  Ht = NULL,
  format = "list",
  ncore = NULL
)

Arguments

theta

ETAS parameters list(mu=mu, K=K, alpha=alpha, c=c, p=p).

beta.p

Slope of GR relation: beta = b ln(10).

M0

The minimum magnitude in the synthetic catalogue.

T1

The start time for the synthetic catalogue [days].

T2

The end time for the synthetic catalogue [days].

Ht

A catalogue history to impose on the synthetic sequence.

format

If "list", return a list of data.frame objects, one for each generation. If "df", return a data.frame where the list element have been joined into a single data.frame, and ordered by ts

ncore

Deprecated argument for controlling parallelism. Use future::plan(future::multisession, workers = ncore) (or similar) to configure parallelism in your code instead.

Value

A list of data.frame objects of the temporal catalogue with columns [ts, magnitudes, gen] where, ts are the times t_i, magnitudes the magnitudes M_i, and gen includes information about the generation number, gen_i.

To join into an time-ordered data.frame,

cata <- generate_temporal_ETAS_synthetic(...)
cata <- dplyr::bind_rows(cata)
cata <- dplyr::arrange(cata, ts)

or

cata <- generate_temporal_ETAS_synthetic(..., format = "df")

Examples

## EXAMPLE 1: Generate a 1000 day synthetic ETAS catalogue

generate_temporal_ETAS_synthetic(
  theta = list(mu = 0.1, K = 0.089, alpha = 2.29, c = 0.11, p = 1.08),
  beta.p = log(10),
  M0 = 2.5,
  T1 = 0, T2 = 1000
)
#> [[1]]
#>           ts magnitudes gen
#> 1  732.88199   2.639286   1
#> 2  772.52151   2.510242   1
#> 3  874.60066   2.791457   1
#> 4  174.94063   2.681345   1
#> 5   34.24133   2.503456   1
#> 6  320.38573   2.608060   1
#> 7  402.32824   2.616370   1
#> 8  195.66983   2.576160   1
#> 9  403.53812   2.574818   1
#> 10  63.66146   3.066612   1
#> 11 388.70131   2.734198   1
#> 12 975.54784   3.452630   1
#> 13 289.89230   2.641759   1
#> 14 678.38043   2.666282   1
#> 15 735.31960   2.566938   1
#> 16 195.95673   2.662815   1
#> 17 980.53967   3.115491   1
#> 18 741.52153   2.511274   1
#> 19  51.44628   2.581260   1
#> 20 530.21246   3.348565   1
#> 21 695.82388   2.673570   1
#> 22 688.55600   3.167409   1
#> 23  31.23033   2.901213   1
#> 24 225.56253   2.804862   1
#> 25 300.83081   3.077273   1
#> 26 636.46561   2.777151   1
#> 27 479.02455   2.675009   1
#> 28 432.17126   2.564704   1
#> 29 706.43384   2.501354   1
#> 30 948.57658   2.631892   1
#> 31 180.33877   2.645763   1
#> 32 216.89988   3.075458   1
#> 33 680.16292   2.976917   1
#> 34 498.84561   2.706804   1
#> 35 641.67935   2.642697   1
#> 36 660.28435   3.560997   1
#> 37  96.02416   2.523174   1
#> 38 765.60016   3.477510   1
#> 39 769.67480   2.662052   1
#> 40 990.71231   3.236251   1
#> 41 970.52090   2.596888   1
#> 42 389.18276   2.530301   1
#> 43 461.18646   2.615406   1
#> 44 315.24175   2.509661   1
#> 45 174.67589   2.563310   1
#> 46 531.57354   3.819061   1
#> 47 493.63702   2.573731   1
#> 48 779.30863   2.867455   1
#> 49 204.17834   2.589030   1
#> 50 713.39728   2.578032   1
#> 51  65.21611   2.725102   1
#> 52 354.20680   2.791911   1
#> 53 825.19942   2.728282   1
#> 54 273.81825   3.091608   1
#> 55 570.04495   3.147487   1
#> 56 335.71908   3.530564   1
#> 57 596.26279   2.635485   1
#> 58 191.51803   2.588599   1
#> 59 947.76394   2.636365   1
#> 60 542.48041   2.938818   1
#> 61 544.60339   2.715292   1
#> 62 278.59715   3.219330   1
#> 63 446.70247   3.909991   1
#> 64 371.51118   2.601551   1
#> 65  28.06097   2.585534   1
#> 66 465.98719   3.073513   1
#> 67 390.03139   2.655838   1
#> 68  20.06522   4.043804   1
#> 69 376.97093   2.650655   1
#> 70 559.91284   3.011697   1
#> 71 857.08359   2.700231   1
#> 72 384.80971   2.722394   1
#> 73 527.91704   2.537208   1
#> 74 600.63752   3.227669   1
#> 75 261.37136   2.697125   1
#> 76 290.05016   2.619592   1
#> 77 480.07517   3.055370   1
#> 78 920.00555   2.515112   1
#> 79 400.72018   2.566176   1
#> 80 213.17271   3.139947   1
#> 81 671.76682   2.761684   1
#> 82  58.61411   2.724143   1
#> 83 997.06914   2.528286   1
#> 84 149.03547   2.540654   1
#> 85 518.55664   3.635361   1
#> 86 846.12005   3.041368   1
#> 87 718.26972   3.266577   1
#> 88 241.31402   2.665662   1
#> 89 547.04337   2.652184   1
#> 90 834.80182   2.559068   1
#> 91  27.95603   3.039191   1
#> 92 469.38430   2.630587   1
#> 93 805.68003   2.773255   1
#> 94 814.05131   3.461909   1
#> 95 403.91100   2.523305   1
#> 96 218.43101   2.728851   1
#> 97 418.36140   2.862449   1
#> 98 668.87075   4.058918   1
#> 99 507.65028   2.682234   1
#> 
#> [[2]]
#>           ts magnitudes gen
#> 1  404.53543   2.822038   2
#> 2  232.26360   2.887462   2
#> 3  518.87163   2.802994   2
#> 4  769.86438   3.493059   2
#> 5  532.07784   2.594194   2
#> 6  723.21364   3.330113   2
#> 7  338.15050   2.553293   2
#> 8  278.63172   3.010782   2
#> 9  447.80698   2.973341   2
#> 10 490.97518   4.693631   2
#> 11 377.44140   2.693695   2
#> 12 621.05880   2.729182   2
#> 13 624.01621   2.640486   2
#> 14 491.26664   2.571712   2
#> 15 933.26286   2.736745   2
#> 16 213.87051   3.768466   2
#> 17 671.81442   2.747371   2
#> 18 518.57728   2.584872   2
#> 19 605.86969   2.534169   2
#> 20 518.68205   2.920809   2
#> 21 655.83911   3.170450   2
#> 22 718.48224   2.657512   2
#> 23  35.96553   2.865646   2
#> 24 219.35084   2.587259   2
#> 25 940.55153   3.102709   2
#> 26 671.13974   3.202876   2
#> 27 711.65608   2.610498   2
#> 28 671.05675   2.513204   2
#> 29 805.84539   2.984891   2
#> 
#> [[3]]
#>          ts magnitudes gen
#> 1  769.9510   3.023645   3
#> 2  725.9809   3.323201   3
#> 3  618.5677   2.559759   3
#> 4  491.4570   2.909516   3
#> 5  491.4226   3.357243   3
#> 6  506.3763   3.104846   3
#> 7  492.7800   2.949694   3
#> 8  540.3094   2.500470   3
#> 9  491.4267   4.229830   3
#> 10 494.2312   2.583886   3
#> 11 654.1619   2.876664   3
#> 12 217.7544   2.794863   3
#> 13 687.7914   2.881947   3
#> 14 695.9883   2.536341   3
#> 15 807.4276   2.731505   3
#> 
#> [[4]]
#>         ts magnitudes gen
#> 1 506.4092   3.002341   4
#> 2 492.4022   3.777227   4
#> 3 491.6140   2.748322   4
#> 4 589.4852   3.114060   4
#> 5 250.9442   2.878807   4
#> 
#> [[5]]
#>         ts magnitudes gen
#> 1 938.0494   2.510021   5
#> 


## EXAMPLE 2: To generate a 1000 day catalogue including a M6.7 event on day
##   500

Ht <- data.frame(ts = c(500), magnitudes = c(6.7))
generate_temporal_ETAS_synthetic(
  theta = list(mu = 0.1, K = 0.089, alpha = 2.29, c = 0.11, p = 1.08),
  beta.p = log(10),
  M0 = 2.5,
  T1 = 0, T2 = 1000,
  Ht = Ht
)
#> [[1]]
#>    ts magnitudes gen
#> 1 500        6.7  -1
#> 
#> [[2]]
#>             ts magnitudes gen
#> 1    500.04901   2.599504   0
#> 2    500.04266   3.049803   0
#> 3    506.00939   2.653548   0
#> 4    584.40480   2.950132   0
#> 5    500.67021   2.732057   0
#> 6    572.76508   2.712603   0
#> 7    500.22166   2.602492   0
#> 8    500.48534   3.082884   0
#> 9    921.94053   2.628359   0
#> 10   504.98085   3.444433   0
#> 11   501.10715   2.752243   0
#> 12   537.06465   2.628793   0
#> 13   501.62853   2.618769   0
#> 14   663.46520   2.598629   0
#> 15   664.29719   2.550737   0
#> 16   500.11969   2.621872   0
#> 17   501.20981   2.617416   0
#> 18   500.91769   2.798815   0
#> 19   500.05322   2.515545   0
#> 20   501.59207   2.530194   0
#> 21   506.01027   3.256450   0
#> 22   500.05065   2.586778   0
#> 23   703.57976   2.934909   0
#> 24   500.58543   2.569530   0
#> 25   862.36346   3.219803   0
#> 26   508.35509   3.503139   0
#> 27   756.34414   2.627905   0
#> 28   740.09393   3.195420   0
#> 29   501.46651   2.534131   0
#> 30   500.22177   2.730281   0
#> 31   500.51957   3.039475   0
#> 32   673.60758   3.145237   0
#> 33   500.07561   2.990282   0
#> 34   571.33941   2.827920   0
#> 35   520.22603   2.797742   0
#> 36   540.77461   2.704560   0
#> 37   535.46641   3.148477   0
#> 38   533.07294   2.765856   0
#> 39   508.46716   2.701644   0
#> 40   953.46660   2.753817   0
#> 41   500.61902   2.765329   0
#> 42   557.54919   3.106261   0
#> 43   501.22512   3.023785   0
#> 44   502.23007   2.575609   0
#> 45   500.13837   2.742061   0
#> 46   501.15226   3.925188   0
#> 47   528.26034   2.807203   0
#> 48   512.91616   2.668876   0
#> 49   547.16172   2.542967   0
#> 50   503.75140   3.060053   0
#> 51   533.00295   2.657733   0
#> 52   618.10742   2.682706   0
#> 53   505.83648   2.729278   0
#> 54   508.15882   3.999626   0
#> 55   501.23033   3.395237   0
#> 56   514.15379   2.535053   0
#> 57   737.29967   2.839734   0
#> 58   518.26092   2.988483   0
#> 59   500.03933   2.574848   0
#> 60   500.29148   2.509828   0
#> 61   500.00589   2.801561   0
#> 62   502.00333   2.646086   0
#> 63   801.71405   3.099158   0
#> 64   500.17873   2.679159   0
#> 65   521.82325   2.659026   0
#> 66   503.25206   5.243539   0
#> 67   916.69025   2.528750   0
#> 68   514.02048   2.575612   0
#> 69   527.92856   2.609166   0
#> 70   629.83478   3.153254   0
#> 71   517.72407   3.415413   0
#> 72   500.33048   2.620499   0
#> 73   500.45432   2.788880   0
#> 74   500.10986   3.034504   0
#> 75   521.96214   2.929364   0
#> 76   500.89301   2.829526   0
#> 77   516.70068   2.872935   0
#> 78   689.01789   2.647999   0
#> 79   623.31958   3.114730   0
#> 80   501.96156   4.728904   0
#> 81   500.19760   2.980782   0
#> 82   500.31056   2.506062   0
#> 83   500.29279   2.756839   0
#> 84   500.02839   3.928571   0
#> 85   611.47822   2.618276   0
#> 86   502.75080   3.491556   0
#> 87   500.95555   2.532938   0
#> 88   501.62062   2.968709   0
#> 89   505.51386   2.512335   0
#> 90   562.75415   5.123157   0
#> 91   559.14573   2.878998   0
#> 92   503.34834   2.531378   0
#> 93   502.37220   2.825767   0
#> 94   542.53980   2.874584   0
#> 95   788.55729   2.829882   0
#> 96   501.61675   3.186901   0
#> 97   505.08343   2.825612   0
#> 98   500.31271   3.576047   0
#> 99   500.81833   2.701059   0
#> 100  517.04979   2.556815   0
#> 101  807.85066   2.589601   0
#> 102  504.18962   2.773048   0
#> 103  500.85458   3.332388   0
#> 104  509.67655   2.702483   0
#> 105  501.88031   2.966311   0
#> 106  500.01604   2.633049   0
#> 107  500.85701   2.798333   0
#> 108  501.36959   2.695247   0
#> 109  542.79984   3.443867   0
#> 110  518.08416   2.921313   0
#> 111  500.12979   3.045123   0
#> 112  926.51476   2.697419   0
#> 113  500.45326   2.818868   0
#> 114  577.03508   2.536826   0
#> 115  500.22322   2.501084   0
#> 116  571.86012   2.544508   0
#> 117  503.68132   2.688862   0
#> 118  524.91519   2.654428   0
#> 119  500.08448   3.212578   0
#> 120  533.70822   2.710646   0
#> 121  500.03537   2.559038   0
#> 122  500.14092   3.566145   0
#> 123  504.76314   2.529552   0
#> 124  502.22252   3.413004   0
#> 125  500.04468   2.642470   0
#> 126  524.16785   2.822844   0
#> 127  869.44157   2.817952   0
#> 128  523.11783   3.067954   0
#> 129  547.40496   2.575013   0
#> 130  502.41111   2.554503   0
#> 131  500.03933   2.846976   0
#> 132  938.54767   3.031668   0
#> 133  552.29991   2.546379   0
#> 134  500.36985   2.539436   0
#> 135  502.13812   3.183186   0
#> 136  762.97053   3.587193   0
#> 137  500.54936   2.585443   0
#> 138  501.30027   2.562326   0
#> 139  549.35544   3.402930   0
#> 140  748.41983   2.633121   0
#> 141  608.60464   3.022250   0
#> 142  564.88191   3.411427   0
#> 143  500.42474   4.045038   0
#> 144  501.21979   2.781373   0
#> 145  501.07870   2.739747   0
#> 146  614.32169   2.588647   0
#> 147  798.06055   2.899933   0
#> 148  538.24095   2.964675   0
#> 149  500.07479   4.578075   0
#> 150  666.04404   2.594171   0
#> 151  500.18284   3.433932   0
#> 152  512.61683   2.506504   0
#> 153  628.91271   3.088443   0
#> 154  506.14809   2.910281   0
#> 155  502.03878   3.122610   0
#> 156  504.86934   2.786136   0
#> 157  500.94448   3.128119   0
#> 158  501.30148   2.758684   0
#> 159  500.62260   2.521790   0
#> 160  500.62967   2.736183   0
#> 161  500.32799   3.174894   0
#> 162  626.98904   2.916565   0
#> 163  501.06342   2.713047   0
#> 164  501.29910   3.043995   0
#> 165  534.70307   2.640954   0
#> 166  508.26480   2.871882   0
#> 167  634.26155   2.778740   0
#> 168  696.92877   3.467552   0
#> 169  544.13950   2.886225   0
#> 170  504.30475   2.721562   0
#> 171  840.37541   2.927727   0
#> 172  501.14952   2.685113   0
#> 173  704.51970   2.915673   0
#> 174  533.03146   2.521798   0
#> 175  532.30341   2.527674   0
#> 176  500.08194   4.336277   0
#> 177  501.31237   2.882788   0
#> 178  501.07542   2.709353   0
#> 179  500.97208   2.716457   0
#> 180  791.97140   2.518525   0
#> 181  515.39155   2.584487   0
#> 182  504.65594   2.527311   0
#> 183  501.25071   2.798600   0
#> 184  513.15063   2.502601   0
#> 185  500.34255   2.909538   0
#> 186  502.84516   2.949829   0
#> 187  502.00922   2.610528   0
#> 188  500.26029   3.478193   0
#> 189  628.28419   2.597029   0
#> 190  500.95053   2.550171   0
#> 191  500.21437   3.012096   0
#> 192  500.64105   3.919055   0
#> 193  574.91425   2.878023   0
#> 194  572.47536   2.775514   0
#> 195  870.79116   2.618882   0
#> 196  500.16756   2.502793   0
#> 197  828.82627   2.584422   0
#> 198  714.64953   3.127899   0
#> 199  501.81210   3.226361   0
#> 200  500.90953   2.502964   0
#> 201  500.06382   2.570234   0
#> 202  500.88537   2.949208   0
#> 203  500.10175   2.702538   0
#> 204  500.52735   3.594603   0
#> 205  501.12072   2.564486   0
#> 206  505.22205   2.635649   0
#> 207  553.50207   2.853717   0
#> 208  878.31761   2.607131   0
#> 209  500.34580   2.592117   0
#> 210  500.01416   2.781679   0
#> 211  549.83357   2.860960   0
#> 212  535.73957   2.916782   0
#> 213  508.13482   3.045503   0
#> 214  500.00474   2.618705   0
#> 215  500.34150   2.627853   0
#> 216  504.36947   2.605821   0
#> 217  512.41428   2.536113   0
#> 218  504.86774   3.833331   0
#> 219  500.04950   2.649247   0
#> 220  507.71112   3.358571   0
#> 221  514.25191   3.053307   0
#> 222  500.94591   3.042268   0
#> 223  501.23055   3.735941   0
#> 224  500.20820   3.433534   0
#> 225  500.03381   2.921437   0
#> 226  501.84226   2.747241   0
#> 227  503.54910   2.789346   0
#> 228  500.15283   2.840286   0
#> 229  506.45807   2.820193   0
#> 230  852.78162   2.504843   0
#> 231  500.00164   2.881772   0
#> 232  553.55415   2.924318   0
#> 233  586.93173   2.728327   0
#> 234  822.08346   2.759163   0
#> 235  500.07711   2.546178   0
#> 236  519.83688   2.680877   0
#> 237  501.13669   2.602817   0
#> 238  500.51441   2.723312   0
#> 239  643.04228   4.230732   0
#> 240  500.05351   2.940633   0
#> 241  512.60973   2.560337   0
#> 242  500.16007   2.705393   0
#> 243  500.13215   2.684104   0
#> 244  500.94860   2.716629   0
#> 245  525.21260   2.711168   0
#> 246  667.76215   2.835692   0
#> 247  562.53049   2.726244   0
#> 248  533.38336   3.300058   0
#> 249  574.51174   3.338124   0
#> 250  555.45043   2.742296   0
#> 251  500.14421   2.525548   0
#> 252  500.01469   2.696218   0
#> 253  500.85098   2.513931   0
#> 254  500.93880   3.255989   0
#> 255  512.36623   2.893791   0
#> 256  500.06301   2.510434   0
#> 257  622.52402   2.638108   0
#> 258  500.12012   2.723293   0
#> 259  508.19358   2.670339   0
#> 260  519.80260   2.621243   0
#> 261  500.19406   2.526841   0
#> 262  500.52412   3.915184   0
#> 263  502.71273   2.570058   0
#> 264  500.00629   2.654910   0
#> 265  677.08765   2.572973   0
#> 266  546.18462   2.751687   0
#> 267  538.34735   2.658302   0
#> 268  548.19228   3.923077   0
#> 269  500.06719   3.346042   0
#> 270  629.09592   2.512176   0
#> 271  502.10042   4.147951   0
#> 272  500.57486   3.229209   0
#> 273  512.17620   2.964250   0
#> 274  500.01815   2.779315   0
#> 275  520.46666   3.206802   0
#> 276  501.15468   3.190216   0
#> 277  585.82352   3.052880   0
#> 278  500.08752   2.997150   0
#> 279  500.95025   2.631881   0
#> 280  502.22992   3.023367   0
#> 281  500.13979   3.058409   0
#> 282  504.32056   2.866129   0
#> 283  560.80442   2.612675   0
#> 284  971.72776   2.519762   0
#> 285  507.78828   3.472106   0
#> 286  716.50120   2.722978   0
#> 287  824.51893   3.006601   0
#> 288  520.71288   2.687302   0
#> 289  500.27366   3.439088   0
#> 290  500.42898   3.002570   0
#> 291  502.87211   3.530676   0
#> 292  501.96574   3.425550   0
#> 293  538.51392   2.658992   0
#> 294  503.21602   3.159506   0
#> 295  500.20309   2.702207   0
#> 296  512.89663   2.856391   0
#> 297  994.55404   3.682601   0
#> 298  529.05848   3.657181   0
#> 299  502.84452   3.605773   0
#> 300  545.38238   2.855585   0
#> 301  663.67335   2.708270   0
#> 302  514.31150   2.596161   0
#> 303  536.89084   3.195433   0
#> 304  501.17739   3.063759   0
#> 305  503.00928   3.459697   0
#> 306  500.09545   2.904290   0
#> 307  502.03473   3.308041   0
#> 308  502.23691   2.820514   0
#> 309  748.49035   2.973395   0
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#> 311  500.94633   2.641688   0
#> 312  500.06463   2.528166   0
#> 313  500.60580   3.085619   0
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#> 315  510.78713   2.534624   0
#> 316  708.58863   2.728252   0
#> 317  500.00211   2.571050   0
#> 318  500.37258   2.684766   0
#> 319  500.44481   2.569599   0
#> 320  646.96510   4.041282   0
#> 321  755.59142   2.618972   0
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#> 323  506.74383   2.923642   0
#> 324  500.84106   2.734995   0
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#> 329  500.40164   2.761201   0
#> 330  500.99575   3.850483   0
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#> 337  500.18953   3.187489   0
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#> 340  502.93272   2.592016   0
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#> 342  510.25361   2.570181   0
#> 343  752.65291   3.175826   0
#> 344  500.45661   2.842009   0
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#> 348  500.08729   2.650040   0
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#> 350  718.94473   2.636273   0
#> 351  525.10379   3.053375   0
#> 352  500.99506   2.522519   0
#> 353  500.04041   3.444441   0
#> 354  500.35116   2.529685   0
#> 355  500.21317   2.545183   0
#> 356  500.50489   2.943343   0
#> 357  502.02770   2.819107   0
#> 358  509.50118   3.582027   0
#> 359  506.44479   2.574002   0
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#> 361  523.00582   2.830458   0
#> 362  770.83935   3.306736   0
#> 363  500.21959   2.500203   0
#> 364  519.18134   3.730672   0
#> 365  500.09816   2.751752   0
#> 366  777.02033   3.181517   0
#> 367  501.27758   3.119531   0
#> 368  500.49269   2.873194   0
#> 369  502.54811   2.931144   0
#> 370  550.22055   2.916240   0
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#> 372  504.49631   3.220532   0
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#> 375  500.15185   2.783007   0
#> 376  500.16131   2.852694   0
#> 377  500.04323   2.554766   0
#> 378  501.16036   2.923340   0
#> 379  500.75665   2.551736   0
#> 380  500.06270   2.676483   0
#> 381  812.64107   2.651890   0
#> 382  505.24298   2.554545   0
#> 383  501.24520   2.630121   0
#> 384  503.19058   2.823422   0
#> 385  500.03888   2.518163   0
#> 386  719.17127   2.687157   0
#> 387  500.33825   2.543950   0
#> 388  502.31160   2.554337   0
#> 389  500.53261   2.805156   0
#> 390  507.04722   2.758152   0
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#> 392  500.08503   4.305307   0
#> 393  500.07684   3.066856   0
#> 394  560.94931   2.512745   0
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#> 397  507.47362   3.079558   0
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#> 405  525.54085   2.771943   0
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#> 411  503.00167   2.566082   0
#> 412  501.48850   3.569362   0
#> 413  500.04334   3.002580   0
#> 414  500.10708   2.852462   0
#> 415  517.15514   4.249863   0
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#> 418  500.43328   2.979061   0
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#> 421  500.01757   2.835673   0
#> 422  500.25697   2.688401   0
#> 423  509.49249   3.382182   0
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#> 425  500.00344   3.111799   0
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#> 427  500.91937   2.933549   0
#> 428  616.03257   2.772722   0
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#> 430  868.86867   3.363446   0
#> 431  500.77037   2.603081   0
#> 432  576.92385   2.670179   0
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#> 444  509.00000   2.674947   0
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#> 446  501.00489   2.619995   0
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#> 448  507.80659   2.648243   0
#> 449  502.30683   2.689291   0
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#> 456  585.37184   2.791167   0
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#> 463  770.47321   2.929487   0
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#> 465  620.87125   2.674504   0
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#> 470  501.52498   3.080860   0
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#> 475  518.81254   2.647791   0
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#> 480  518.48749   3.105543   0
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#> 483  510.42096   2.646770   0
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#> 490  500.05643   2.577141   0
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#> 696  732.95999   3.149152   0
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#> 698  500.17306   3.175965   0
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#> 700  500.21071   3.634482   0
#> 701  500.02908   2.892074   0
#> 702  500.63829   2.517176   0
#> 703  501.91972   2.575973   0
#> 704  846.61917   3.028359   0
#> 705  539.17763   2.881424   0
#> 706  500.40731   2.860917   0
#> 707  503.04217   3.026843   0
#> 708  500.11309   2.643930   0
#> 709  608.01347   2.670230   0
#> 710  508.39751   2.632965   0
#> 711  844.20035   2.858105   0
#> 712  645.16168   2.632119   0
#> 713  500.12663   2.974776   0
#> 714  578.54158   2.782779   0
#> 715  667.67942   3.091124   0
#> 716  502.39649   2.672066   0
#> 717  500.29954   3.114632   0
#> 718  522.54340   2.819462   0
#> 719  500.10265   3.150237   0
#> 720  500.19302   2.800706   0
#> 721  500.00232   2.570311   0
#> 722  503.88027   2.743439   0
#> 723  503.14803   3.116697   0
#> 724  752.78919   2.923496   0
#> 725  567.77190   3.104300   0
#> 726  502.98183   2.532457   0
#> 727  500.35230   2.548111   0
#> 728  546.39377   2.602638   0
#> 729  506.51525   3.039930   0
#> 730  500.91445   2.640057   0
#> 731  500.25048   3.493181   0
#> 732  500.77939   3.768062   0
#> 733  502.22935   2.665475   0
#> 734  558.70069   2.688888   0
#> 735  501.69194   4.154461   0
#> 736  500.11438   2.579534   0
#> 737  500.52580   2.515311   0
#> 738  518.79548   2.937693   0
#> 739  501.04433   3.305274   0
#> 740  500.21709   2.543222   0
#> 741  500.11605   2.769852   0
#> 742  549.75526   3.596095   0
#> 743  501.96873   2.727673   0
#> 744  627.52554   2.699620   0
#> 745  547.96863   2.532415   0
#> 746  502.08264   2.739793   0
#> 747  528.50365   2.862672   0
#> 748  508.82521   2.799578   0
#> 749  503.74056   2.842517   0
#> 750  503.68148   2.603035   0
#> 751  503.09986   3.031076   0
#> 752  528.92545   3.877359   0
#> 753  502.72486   2.910737   0
#> 754  853.21606   2.954779   0
#> 755  504.72756   2.574191   0
#> 756  501.00690   2.829167   0
#> 757  506.42957   2.524111   0
#> 758  502.27270   2.710961   0
#> 759  503.35447   3.006816   0
#> 760  514.58658   2.601320   0
#> 761  504.35094   2.520759   0
#> 762  581.04140   2.658227   0
#> 763  502.85969   2.718775   0
#> 764  512.82674   2.592360   0
#> 765  515.17361   2.779330   0
#> 766  500.26674   2.603169   0
#> 767  599.83394   2.820675   0
#> 768  527.84363   3.186841   0
#> 769  500.02369   2.978383   0
#> 770  502.33031   2.854270   0
#> 771  500.25670   3.666086   0
#> 772  502.14436   2.981763   0
#> 773  516.27238   3.037837   0
#> 774  595.25912   2.846914   0
#> 775  539.90002   2.793375   0
#> 776  500.01967   3.099839   0
#> 777  579.32251   3.196514   0
#> 778  536.71612   2.577617   0
#> 779  500.70606   2.805428   0
#> 780  524.71380   2.711771   0
#> 781  500.64238   2.576210   0
#> 782  500.05284   3.047251   0
#> 783  525.42112   4.073135   0
#> 784  500.04805   3.316531   0
#> 785  501.64403   2.925807   0
#> 786  523.76865   3.434596   0
#> 787  504.47525   2.715813   0
#> 788  517.52252   2.725299   0
#> 789  568.17951   2.838624   0
#> 790  502.53172   3.002611   0
#> 791  539.89207   2.721486   0
#> 792  500.70028   2.938282   0
#> 793  670.67257   4.019287   0
#> 794  510.23177   2.728965   0
#> 795  500.04015   2.667550   0
#> 796  500.37348   2.543242   0
#> 797  500.08412   2.993783   0
#> 798  500.75132   3.137479   0
#> 799  618.48743   2.847506   0
#> 800  503.58004   2.614823   0
#> 801  511.24961   2.808563   0
#> 802  635.35345   2.589776   0
#> 803  500.06111   2.584559   0
#> 804  541.32317   2.727535   0
#> 805  502.86717   2.866030   0
#> 806  500.13026   2.981189   0
#> 807  511.67725   2.896201   0
#> 808  503.21490   3.085528   0
#> 809  500.31086   2.747929   0
#> 810  507.91005   2.639371   0
#> 811  594.21080   2.733741   0
#> 812  500.08807   2.762439   0
#> 813  565.43379   2.755664   0
#> 814  528.36764   2.580266   0
#> 815  500.14775   2.731354   0
#> 816  500.14033   2.594438   0
#> 817  500.50816   2.651407   0
#> 818  500.79088   3.659542   0
#> 819  501.22921   2.707391   0
#> 820  500.08599   3.090797   0
#> 821  536.36959   2.799688   0
#> 822  576.59749   3.310425   0
#> 823  519.04302   2.765132   0
#> 824  508.56271   2.735459   0
#> 825  653.91245   2.594336   0
#> 826  693.97636   3.342242   0
#> 827  500.30953   3.183778   0
#> 828  505.16597   2.722331   0
#> 829  529.40316   2.507117   0
#> 830  500.03694   2.565625   0
#> 831  500.03078   3.031847   0
#> 832  502.16503   2.858509   0
#> 833  500.13489   3.301047   0
#> 834  551.96939   2.830802   0
#> 835  501.28019   3.189184   0
#> 836  511.81314   2.551751   0
#> 837  502.03199   3.014445   0
#> 838  502.12942   2.614647   0
#> 839  500.00409   2.505542   0
#> 840  531.70677   3.071861   0
#> 841  507.03285   2.608060   0
#> 842  813.48432   3.751323   0
#> 843  506.67802   3.008154   0
#> 844  840.28085   3.368317   0
#> 845  527.57161   3.622479   0
#> 846  739.23344   2.652684   0
#> 847  520.29034   3.107853   0
#> 848  505.64279   2.892984   0
#> 849  501.45101   2.702856   0
#> 850  513.00483   2.588433   0
#> 851  509.09385   3.076182   0
#> 852  500.78428   3.790074   0
#> 853  506.72536   3.455080   0
#> 854  546.37111   2.663883   0
#> 855  500.06133   3.007870   0
#> 856  538.95883   2.514132   0
#> 857  500.05505   2.993581   0
#> 858  500.04270   2.767670   0
#> 859  500.05375   2.574720   0
#> 860  501.10850   3.463700   0
#> 861  503.47212   3.103181   0
#> 862  509.68629   3.949268   0
#> 863  500.41477   2.512080   0
#> 864  538.03451   3.176426   0
#> 865  501.69185   2.561559   0
#> 866  505.90846   2.503592   0
#> 867  500.23488   2.578412   0
#> 868  500.20522   2.545078   0
#> 869  592.78483   3.048787   0
#> 870  583.90877   2.696989   0
#> 871  621.79376   3.504050   0
#> 872  599.36098   3.631751   0
#> 873  500.90618   3.305705   0
#> 874  549.44894   3.477869   0
#> 875  500.43247   2.737906   0
#> 876  500.60483   2.513747   0
#> 877  504.14000   2.901809   0
#> 878  519.67842   2.912172   0
#> 879  500.20908   2.535746   0
#> 880  502.81960   2.658694   0
#> 881  500.76941   2.942510   0
#> 882  543.97142   3.129838   0
#> 883  500.15542   3.010147   0
#> 884  505.36369   3.211853   0
#> 885  890.16205   2.898378   0
#> 886  510.33341   3.182708   0
#> 887  519.12096   3.214352   0
#> 888  809.23149   2.856055   0
#> 889  500.02949   2.631305   0
#> 890  500.01302   3.165170   0
#> 891  500.01169   3.527408   0
#> 892  615.44427   2.625744   0
#> 893  581.86240   2.818144   0
#> 894  500.12636   2.557545   0
#> 895  503.87314   2.595999   0
#> 896  507.31487   2.884387   0
#> 897  503.15145   2.637426   0
#> 898  553.13677   3.161086   0
#> 899  565.90411   3.700304   0
#> 900  612.33060   2.703489   0
#> 901  500.73945   3.868817   0
#> 902  500.73044   4.080231   0
#> 903  500.08351   2.808151   0
#> 904  293.75079   2.661392   1
#> 905  891.28487   2.741862   1
#> 906  588.07863   2.620787   1
#> 907  633.23156   3.025058   1
#> 908  259.50948   2.991304   1
#> 909  318.21273   2.798996   1
#> 910  339.25388   2.854925   1
#> 911  760.76114   2.685367   1
#> 912   10.87246   4.262559   1
#> 913   63.13734   2.609839   1
#> 914  263.84179   2.784829   1
#> 915  593.83659   2.624268   1
#> 916  297.56003   2.681087   1
#> 917   94.62277   2.552146   1
#> 918  761.25536   3.579560   1
#> 919  772.47685   2.605538   1
#> 920  401.99039   4.353185   1
#> 921   59.08295   2.925132   1
#> 922  750.24788   2.544179   1
#> 923  528.32236   3.211018   1
#> 924  275.80512   3.867433   1
#> 925  261.23755   2.660380   1
#> 926  543.83117   2.512510   1
#> 927  199.00078   2.519532   1
#> 928  645.05477   2.727667   1
#> 929  750.23985   3.513465   1
#> 930  270.97783   3.131619   1
#> 931  875.62191   2.768999   1
#> 932  851.74317   2.551580   1
#> 933   45.84931   2.703015   1
#> 934  381.05686   2.974219   1
#> 935  183.31205   2.608634   1
#> 936  921.79964   3.166541   1
#> 937  906.18685   2.657040   1
#> 938  192.94332   2.752453   1
#> 939  864.37528   3.276245   1
#> 940   13.27260   2.965070   1
#> 941  885.66034   2.726579   1
#> 942  391.54211   2.700734   1
#> 943   76.17631   2.534031   1
#> 944  646.78130   2.516880   1
#> 945  916.65390   2.878552   1
#> 946  834.50862   2.595805   1
#> 947  501.24707   3.587345   1
#> 948  602.14477   3.748303   1
#> 949  468.95903   2.644091   1
#> 950  886.37424   2.632866   1
#> 951  670.54849   2.956604   1
#> 952  393.77772   2.619997   1
#> 953  551.29067   2.844802   1
#> 954  242.49268   2.568429   1
#> 955  203.20883   3.458104   1
#> 956   68.34170   2.710482   1
#> 957  307.27374   2.542753   1
#> 958  993.11809   2.616864   1
#> 959  116.30918   3.142462   1
#> 960  715.42308   2.659157   1
#> 961  226.10873   3.134887   1
#> 962  133.34855   3.454827   1
#> 963  927.28176   2.741160   1
#> 964  894.12266   2.637517   1
#> 965  203.66439   2.817017   1
#> 966  256.98292   2.544766   1
#> 967  614.00560   3.366939   1
#> 968  441.49919   2.711607   1
#> 969  315.59469   2.741851   1
#> 970  101.31376   4.234507   1
#> 971  272.64620   2.756562   1
#> 972  653.69940   2.630282   1
#> 973  927.87010   2.631164   1
#> 974   26.62467   2.538567   1
#> 975  559.49120   2.533556   1
#> 976  854.17365   3.116014   1
#> 977   75.88305   2.509524   1
#> 978  205.82886   2.538038   1
#> 979  495.88965   3.224688   1
#> 980  261.85694   2.512807   1
#> 981  415.96145   2.566234   1
#> 982  439.15000   3.537430   1
#> 983  182.37792   3.008164   1
#> 984   78.32827   3.107850   1
#> 985   17.76996   2.708351   1
#> 986  728.17997   2.640909   1
#> 987  970.84502   2.533174   1
#> 988  535.21759   2.941661   1
#> 989  166.49077   2.611772   1
#> 990   58.17565   3.037098   1
#> 991  459.13902   3.147434   1
#> 992  622.79882   2.855426   1
#> 993  594.81920   2.679751   1
#> 994  743.01824   3.005038   1
#> 995  524.28013   3.444132   1
#> 996  496.82525   2.573597   1
#> 997   14.71880   2.502386   1
#> 998  957.91912   2.605507   1
#> 999  453.08924   2.890485   1
#> 1000 981.53185   2.871643   1
#> 1001 544.70517   2.558193   1
#> 1002 360.04240   3.001651   1
#> 1003 503.14610   2.805720   1
#> 1004  74.63363   2.539141   1
#> 1005 969.79189   2.985000   1
#> 1006 648.50131   2.535727   1
#> 
#> [[3]]
#>            ts magnitudes gen
#> 1   586.14184   2.632022   2
#> 2   508.47688   2.606266   2
#> 3   551.76373   2.592155   2
#> 4   917.12688   2.652920   2
#> 5   508.53425   2.544841   2
#> 6   565.53779   2.694930   2
#> 7   526.28558   2.504942   2
#> 8   501.66618   2.532606   2
#> 9   540.65183   3.033567   2
#> 10  506.42097   2.633109   2
#> 11  643.63657   2.606321   2
#> 12  509.15215   2.983437   2
#> 13  638.88262   2.753521   2
#> 14  560.12067   2.816122   2
#> 15  804.28705   2.876405   2
#> 16  515.09797   2.536036   2
#> 17  932.26515   3.172988   2
#> 18  510.98427   3.837976   2
#> 19  503.29839   2.887399   2
#> 20  705.28941   2.588507   2
#> 21  724.47169   2.789253   2
#> 22  505.42650   2.663780   2
#> 23  540.89069   2.519995   2
#> 24  506.59227   2.710274   2
#> 25  636.63601   2.661347   2
#> 26  507.06012   3.428307   2
#> 27  506.58020   2.742385   2
#> 28  503.87659   3.326538   2
#> 29  507.02465   2.601062   2
#> 30  514.34031   2.531714   2
#> 31  589.31888   2.505437   2
#> 32  504.59878   2.938578   2
#> 33  503.26265   2.640822   2
#> 34  939.31397   2.551877   2
#> 35  507.06528   2.631774   2
#> 36  553.46770   3.008225   2
#> 37  539.77178   3.123748   2
#> 38  538.52953   2.683269   2
#> 39  523.36585   3.122873   2
#> 40  503.42209   2.774394   2
#> 41  503.52493   2.749485   2
#> 42  542.63209   4.052144   2
#> 43  505.76845   3.198789   2
#> 44  750.63783   2.601723   2
#> 45  757.72974   2.910602   2
#> 46  502.03676   2.885084   2
#> 47  511.30097   3.055233   2
#> 48  675.06450   2.923193   2
#> 49  502.07004   2.562031   2
#> 50  501.97595   3.640562   2
#> 51  502.25983   3.229496   2
#> 52  540.26543   2.998728   2
#> 53  521.61379   2.508489   2
#> 54  502.13521   3.907122   2
#> 55  502.43295   2.554654   2
#> 56  502.17177   4.207285   2
#> 57  502.98876   2.535290   2
#> 58  503.07464   3.427873   2
#> 59  661.72906   2.511172   2
#> 60  507.95177   3.485980   2
#> 61  548.84885   2.509910   2
#> 62  513.23146   2.566876   2
#> 63  562.75836   2.800731   2
#> 64  831.09716   3.207080   2
#> 65  569.74734   2.690384   2
#> 66  562.89066   2.508828   2
#> 67  572.91731   2.537323   2
#> 68  563.45707   2.700452   2
#> 69  562.80584   3.119894   2
#> 70  566.37395   2.502549   2
#> 71  563.29852   2.501843   2
#> 72  562.76459   2.664015   2
#> 73  905.40421   2.877967   2
#> 74  564.28354   3.178510   2
#> 75  572.37578   2.776556   2
#> 76  563.98152   2.594459   2
#> 77  567.78014   2.552572   2
#> 78  569.08468   4.280821   2
#> 79  589.66200   5.271415   2
#> 80  911.36361   2.588754   2
#> 81  563.50676   2.851163   2
#> 82  563.65447   3.103460   2
#> 83  559.45405   2.614886   2
#> 84  507.64430   2.618122   2
#> 85  503.01027   2.822467   2
#> 86  633.66996   3.380469   2
#> 87  502.46804   2.844028   2
#> 88  502.28237   4.088455   2
#> 89  549.64244   3.544929   2
#> 90  630.24531   3.041084   2
#> 91  647.69006   3.016105   2
#> 92  512.88518   2.793689   2
#> 93  500.21411   2.798678   2
#> 94  508.02938   2.518747   2
#> 95  522.77849   2.973158   2
#> 96  530.01138   2.926963   2
#> 97  501.37802   2.821686   2
#> 98  635.16411   2.519567   2
#> 99  840.12165   3.754486   2
#> 100 694.80268   2.778602   2
#> 101 500.22176   3.021908   2
#> 102 500.27596   2.954853   2
#> 103 502.85295   2.508944   2
#> 104 502.16630   3.770790   2
#> 105 786.41440   2.778420   2
#> 106 500.97087   2.508532   2
#> 107 615.13523   3.253197   2
#> 108 505.06975   3.319438   2
#> 109 590.04422   2.611087   2
#> 110 501.31767   2.601459   2
#> 111 508.93866   2.526864   2
#> 112 553.65377   2.522934   2
#> 113 643.59225   2.744327   2
#> 114 643.27683   2.834534   2
#> 115 556.39291   2.940255   2
#> 116 609.01139   2.616389   2
#> 117 511.46331   2.628202   2
#> 118 501.34775   2.549081   2
#> 119 500.95297   2.609026   2
#> 120 790.99771   2.705566   2
#> 121 607.65589   2.842060   2
#> 122 502.14362   2.663740   2
#> 123 501.69452   2.774307   2
#> 124 552.12632   2.935622   2
#> 125 504.36250   2.994786   2
#> 126 507.80312   2.652376   2
#> 127 716.75968   2.848178   2
#> 128 740.64585   2.754207   2
#> 129 824.66216   2.551077   2
#> 130 994.68602   2.660774   2
#> 131 866.78525   2.543754   2
#> 132 503.33308   3.286524   2
#> 133 502.93321   3.848056   2
#> 134 502.87303   2.732524   2
#> 135 503.68467   2.539147   2
#> 136 515.00985   2.502456   2
#> 137 772.96468   3.243274   2
#> 138 748.57735   2.915232   2
#> 139 502.04784   2.821567   2
#> 140 521.22478   3.419817   2
#> 141 568.06420   3.769099   2
#> 142 602.37955   2.525737   2
#> 143 647.17043   2.602796   2
#> 144 621.92142   3.676122   2
#> 145 500.50657   2.565145   2
#> 146 509.55583   2.573251   2
#> 147 523.12569   2.594707   2
#> 148 597.64651   3.725651   2
#> 149 963.26904   2.856287   2
#> 150 500.28939   3.557744   2
#> 151 502.85502   3.415718   2
#> 152 506.26749   2.670498   2
#> 153 500.84820   2.948847   2
#> 154 874.35564   3.947749   2
#> 155 500.36073   4.136951   2
#> 156 561.42726   2.878496   2
#> 157 500.28552   2.704417   2
#> 158 546.96894   2.507914   2
#> 159 623.97348   2.999925   2
#> 160 503.43653   2.718012   2
#> 161 652.72429   2.815326   2
#> 162 925.09393   2.672793   2
#> 163 653.15211   2.726424   2
#> 164 501.27838   3.625330   2
#> 165 505.20878   2.920096   2
#> 166 502.66496   3.605265   2
#> 167 564.27787   2.882946   2
#> 168 501.02573   2.798577   2
#> 169 503.50396   2.558091   2
#> 170 575.43100   2.517908   2
#> 171 516.31075   2.546959   2
#> 172 501.65880   2.608713   2
#> 173 530.54358   3.041474   2
#> 174 517.40716   2.641528   2
#> 175 517.54816   2.659251   2
#> 176 517.25940   2.598359   2
#> 177 530.24094   2.814284   2
#> 178 517.30944   4.255935   2
#> 179 849.59244   2.595079   2
#> 180 941.16957   2.525346   2
#> 181 729.08832   2.635623   2
#> 182 509.91820   2.558536   2
#> 183 500.22400   2.520568   2
#> 184 523.65049   2.818905   2
#> 185 523.82918   2.702382   2
#> 186 536.32042   3.483783   2
#> 187 680.13164   2.544825   2
#> 188 739.35531   3.267203   2
#> 189 572.97620   3.726237   2
#> 190 537.34200   2.546361   2
#> 191 510.63427   3.033386   2
#> 192 506.62927   2.600587   2
#> 193 511.65389   3.120610   2
#> 194 506.34139   2.570268   2
#> 195 517.73270   2.598480   2
#> 196 508.61807   2.776618   2
#> 197 508.21810   2.843758   2
#> 198 506.16172   4.212900   2
#> 199 771.26488   2.635847   2
#> 200 507.73012   4.005592   2
#> 201 500.03577   2.563261   2
#> 202 500.06513   3.048355   2
#> 203 611.16970   3.223186   2
#> 204 500.90240   2.693347   2
#> 205 503.74799   3.969701   2
#> 206 500.18353   2.503111   2
#> 207 506.24176   2.520083   2
#> 208 719.95140   2.804277   2
#> 209 718.01236   2.581245   2
#> 210 503.28390   2.736055   2
#> 211 612.71620   3.050954   2
#> 212 624.98708   2.570532   2
#> 213 620.66316   2.528180   2
#> 214 612.05092   3.029905   2
#> 215 612.05527   4.135365   2
#> 216 704.94279   2.804259   2
#> 217 706.25070   3.334527   2
#> 218 691.50766   6.450959   2
#> 219 547.05883   4.614756   2
#> 220 553.56969   2.997557   2
#> 221 555.74618   2.562182   2
#> 222 501.04902   3.533801   2
#> 223 689.62159   3.148414   2
#> 224 880.68246   3.513700   2
#> 225 845.52522   3.064346   2
#> 226 848.33741   3.094568   2
#> 227 845.31346   2.644197   2
#> 228 846.89777   3.302325   2
#> 229 971.44511   2.565991   2
#> 230 852.38990   2.712615   2
#> 231 581.23430   2.906722   2
#> 232 537.35299   2.917155   2
#> 233 532.43042   2.907617   2
#> 234 500.40862   4.343256   2
#> 235 568.11975   3.450509   2
#> 236 516.58951   2.660893   2
#> 237 521.55753   3.244015   2
#> 238 546.62603   2.971922   2
#> 239 516.72303   2.510789   2
#> 240 516.57776   2.598175   2
#> 241 516.76175   2.556085   2
#> 242 587.20295   2.745440   2
#> 243 556.76542   2.569199   2
#> 244 517.02553   3.034906   2
#> 245 662.41156   2.964829   2
#> 246 516.76206   2.634340   2
#> 247 524.51288   2.642522   2
#> 248 715.94794   2.559264   2
#> 249 528.66636   3.110077   2
#> 250 518.52474   3.240213   2
#> 251 873.70215   3.280263   2
#> 252 765.77679   2.617746   2
#> 253 774.18808   2.637555   2
#> 254 713.15447   2.638292   2
#> 255 674.48266   3.251306   2
#> 256 556.58745   3.232968   2
#> 257 615.04124   3.643762   2
#> 258 586.51387   3.083029   2
#> 259 500.89806   2.513188   2
#> 260 500.52814   2.811024   2
#> 261 627.96520   2.565278   2
#> 262 528.99469   2.506021   2
#> 263 506.16439   2.540244   2
#> 264 526.22723   2.685990   2
#> 265 502.49355   2.590193   2
#> 266 500.41196   3.019858   2
#> 267 510.69720   3.761906   2
#> 268 511.47702   3.309957   2
#> 269 728.10148   2.580665   2
#> 270 624.65921   3.444148   2
#> 271 504.61897   2.646574   2
#> 272 677.36597   3.368222   2
#> 273 507.06633   2.960884   2
#> 274 521.65649   2.632930   2
#> 275 510.92889   2.993241   2
#> 276 572.50294   2.774054   2
#> 277 504.97692   2.569373   2
#> 278 504.50762   2.767967   2
#> 279 553.89437   2.571414   2
#> 280 507.95839   2.926709   2
#> 281 509.11378   2.681924   2
#> 282 504.39903   2.952414   2
#> 283 571.72063   3.256644   2
#> 284 504.39825   2.508085   2
#> 285 505.04824   3.657015   2
#> 286 504.67968   2.550482   2
#> 287 511.86706   2.585421   2
#> 288 512.09958   2.987941   2
#> 289 540.72353   3.316176   2
#> 290 536.46952   2.893099   2
#> 291 500.34519   3.484641   2
#> 292 934.09226   3.165084   2
#> 293 508.78306   3.051411   2
#> 294 500.25535   3.119782   2
#> 295 513.97297   2.959464   2
#> 296 501.77283   3.798553   2
#> 297 501.98709   3.803023   2
#> 298 513.95955   3.386409   2
#> 299 500.52669   2.573793   2
#> 300 539.56162   3.025968   2
#> 301 530.05851   2.697337   2
#> 302 534.63827   5.874910   2
#> 303 506.63030   2.618096   2
#> 304 500.12261   2.636682   2
#> 305 525.46184   2.638298   2
#> 306 528.20653   4.345962   2
#> 307 525.65788   3.823566   2
#> 308 575.86334   2.605321   2
#> 309 503.40942   3.718787   2
#> 310 657.24313   2.503148   2
#> 311 941.76819   4.590077   2
#> 312 696.59035   4.344540   2
#> 313 670.70342   2.826704   2
#> 314 506.01656   2.792288   2
#> 315 529.86174   2.591178   2
#> 316 501.28095   3.129652   2
#> 317 658.67614   2.545694   2
#> 318 535.70728   2.633986   2
#> 319 507.03135   3.013077   2
#> 320 527.70607   2.741082   2
#> 321 740.08285   3.901116   2
#> 322 523.33384   2.854327   2
#> 323 502.27450   3.952771   2
#> 324 527.06261   3.063070   2
#> 325 500.85982   2.907385   2
#> 326 506.76956   2.864862   2
#> 327 506.83681   3.800982   2
#> 328 630.61108   3.321351   2
#> 329 538.95912   3.868060   2
#> 330 508.02953   2.625271   2
#> 331 503.55841   3.620741   2
#> 332 514.21475   2.687057   2
#> 333 592.58630   2.565528   2
#> 334 623.17878   2.695511   2
#> 335 691.10049   2.921284   2
#> 336 704.47956   2.590308   2
#> 337 500.23045   2.523370   2
#> 338 903.84504   2.977195   2
#> 339 522.25569   2.749319   2
#> 340 501.73695   2.816627   2
#> 341 500.90046   2.854428   2
#> 342 504.69694   3.140334   2
#> 343 684.95416   2.616915   2
#> 344 695.33814   2.969834   2
#> 345 503.38505   3.426399   2
#> 346 500.81861   2.882111   2
#> 347 593.18283   2.796665   2
#> 348 500.44791   2.525797   2
#> 349  12.01028   3.238067   2
#> 350  44.23374   3.010396   2
#> 351 404.73076   2.559080   2
#> 352 531.02595   2.509839   2
#> 353 277.24160   2.715684   2
#> 354 907.81819   2.516429   2
#> 355 890.48996   3.095266   2
#> 356 250.14415   3.041519   2
#> 357 257.13808   2.943400   2
#> 358 117.24192   2.774912   2
#> 359 101.40558   2.968882   2
#> 360 120.38056   3.640508   2
#> 361 869.78919   3.464752   2
#> 362 439.41419   2.500092   2
#> 363 439.50480   3.041162   2
#> 364 461.71786   2.520439   2
#> 365 397.88018   3.317120   2
#> 366  82.31335   2.548068   2
#> 
#> [[4]]
#>            ts magnitudes gen
#> 1   509.17514   3.350188   3
#> 2   506.66908   2.944333   3
#> 3   507.21119   2.579738   3
#> 4   514.53619   2.515872   3
#> 5   989.89626   3.133856   3
#> 6   927.59392   2.836968   3
#> 7   675.07898   2.995035   3
#> 8   559.33374   3.299536   3
#> 9   502.59149   3.245242   3
#> 10  506.26200   3.108540   3
#> 11  604.53615   2.789905   3
#> 12  800.55975   5.205371   3
#> 13  502.28367   2.557956   3
#> 14  503.51782   3.351426   3
#> 15  503.32155   2.559259   3
#> 16  534.80508   2.585682   3
#> 17  563.37069   2.697842   3
#> 18  562.81921   2.721882   3
#> 19  569.13254   3.245177   3
#> 20  587.94534   2.957565   3
#> 21  569.14166   2.815414   3
#> 22  577.90924   2.897051   3
#> 23  621.65679   2.601714   3
#> 24  966.55882   2.544779   3
#> 25  589.66984   2.942748   3
#> 26  592.85551   2.508380   3
#> 27  641.99933   2.656570   3
#> 28  591.62670   2.923809   3
#> 29  612.33467   3.377592   3
#> 30  589.85979   2.949591   3
#> 31  593.14897   2.565978   3
#> 32  661.97873   2.590564   3
#> 33  589.76317   2.582601   3
#> 34  605.79587   3.142737   3
#> 35  602.88357   2.691247   3
#> 36  619.09978   4.275182   3
#> 37  592.50815   3.763522   3
#> 38  590.04875   2.621046   3
#> 39  589.68762   3.309924   3
#> 40  808.21717   3.051666   3
#> 41  590.03631   2.724354   3
#> 42  592.88735   3.963741   3
#> 43  589.72192   3.322221   3
#> 44  598.43643   2.911499   3
#> 45  589.97317   2.586190   3
#> 46  589.72785   2.701997   3
#> 47  868.77854   2.540263   3
#> 48  511.90408   3.195131   3
#> 49  580.62480   2.564735   3
#> 50  502.79604   2.941527   3
#> 51  502.64343   3.184848   3
#> 52  632.55840   5.837875   3
#> 53  518.96244   2.991586   3
#> 54  500.76113   2.629191   3
#> 55  523.10520   2.740434   3
#> 56  501.95660   2.848629   3
#> 57  840.32337   2.519926   3
#> 58  808.28191   2.656673   3
#> 59  503.45439   3.721354   3
#> 60  502.49332   2.940985   3
#> 61  552.69444   2.963497   3
#> 62  502.99289   3.002682   3
#> 63  522.03958   2.701669   3
#> 64  712.40945   2.812206   3
#> 65  597.88333   3.209841   3
#> 66  597.80495   2.644054   3
#> 67  600.89245   2.772706   3
#> 68  587.54572   2.712616   3
#> 69  778.47328   2.741506   3
#> 70  501.68623   3.923676   3
#> 71  621.04435   2.840263   3
#> 72  500.72362   3.349567   3
#> 73  500.78668   2.778753   3
#> 74  561.99540   2.568169   3
#> 75  526.85352   2.710986   3
#> 76  881.77986   2.541931   3
#> 77  504.51082   2.791105   3
#> 78  691.87399   3.097095   3
#> 79  519.48115   2.843200   3
#> 80  518.97129   2.944791   3
#> 81  583.28158   2.752029   3
#> 82  517.34462   3.176640   3
#> 83  672.38622   3.921803   3
#> 84  918.28650   2.704577   3
#> 85  623.85849   2.654550   3
#> 86  506.82365   2.572561   3
#> 87  979.42769   3.208948   3
#> 88  506.64130   2.674867   3
#> 89  576.42604   3.018331   3
#> 90  503.92948   3.175527   3
#> 91  511.74700   2.725508   3
#> 92  615.48109   2.597924   3
#> 93  776.50325   3.478712   3
#> 94  918.34201   2.505642   3
#> 95  692.09835   3.237580   3
#> 96  691.62092   2.826382   3
#> 97  691.66853   4.102915   3
#> 98  722.73698   2.589497   3
#> 99  691.65527   2.994955   3
#> 100 708.57264   2.573291   3
#> 101 691.50787   3.602191   3
#> 102 721.77878   2.802531   3
#> 103 698.69705   2.785244   3
#> 104 698.06791   3.175021   3
#> 105 691.53400   2.781600   3
#> 106 767.65448   2.718241   3
#> 107 691.69300   2.768429   3
#> 108 707.37896   2.692185   3
#> 109 705.64888   2.711650   3
#> 110 741.05574   2.963345   3
#> 111 691.72998   2.716979   3
#> 112 693.50000   3.334326   3
#> 113 692.02310   2.690498   3
#> 114 703.10678   2.531235   3
#> 115 769.26909   2.962274   3
#> 116 730.50234   2.756898   3
#> 117 757.52641   3.169004   3
#> 118 691.65965   2.633331   3
#> 119 701.73103   3.674044   3
#> 120 694.82901   3.244519   3
#> 121 693.00382   3.322028   3
#> 122 693.98311   3.273141   3
#> 123 698.17632   2.535526   3
#> 124 691.84036   3.924276   3
#> 125 691.55123   2.653898   3
#> 126 691.63084   2.505852   3
#> 127 691.72124   2.531706   3
#> 128 692.16497   2.505026   3
#> 129 691.62922   2.547392   3
#> 130 691.94006   2.517884   3
#> 131 691.81188   3.759717   3
#> 132 692.06232   3.033444   3
#> 133 702.68369   2.525193   3
#> 134 705.31152   2.765548   3
#> 135 747.26418   2.685733   3
#> 136 692.27547   2.510821   3
#> 137 691.63644   2.932477   3
#> 138 695.60643   2.617763   3
#> 139 691.69486   2.683776   3
#> 140 691.80935   2.554502   3
#> 141 707.16494   2.526059   3
#> 142 737.25740   2.555770   3
#> 143 691.89243   2.539679   3
#> 144 897.57532   3.183504   3
#> 145 691.70941   2.632062   3
#> 146 692.51562   2.599603   3
#> 147 691.75636   3.023448   3
#> 148 920.50033   2.546428   3
#> 149 691.52117   3.389353   3
#> 150 691.88598   3.088088   3
#> 151 819.29622   2.559383   3
#> 152 693.16813   2.989222   3
#> 153 882.57004   2.570596   3
#> 154 691.61761   2.949235   3
#> 155 695.67955   3.810594   3
#> 156 691.59886   2.571529   3
#> 157 691.65204   2.707465   3
#> 158 691.70253   2.654176   3
#> 159 692.23591   3.009697   3
#> 160 691.51557   2.502575   3
#> 161 710.71726   3.694736   3
#> 162 692.19245   2.660920   3
#> 163 692.11149   2.522497   3
#> 164 961.31351   3.928777   3
#> 165 774.63297   2.607214   3
#> 166 698.95006   2.540730   3
#> 167 691.56480   3.180094   3
#> 168 691.68897   3.253179   3
#> 169 691.53350   2.899145   3
#> 170 693.23629   3.804865   3
#> 171 803.38185   3.144851   3
#> 172 692.63636   2.849625   3
#> 173 691.57884   2.825442   3
#> 174 696.83606   3.072234   3
#> 175 691.96589   2.638611   3
#> 176 774.87021   3.660327   3
#> 177 692.47951   2.900305   3
#> 178 693.29013   2.864370   3
#> 179 897.33817   2.574659   3
#> 180 721.22502   2.717409   3
#> 181 695.89275   2.667304   3
#> 182 691.61156   2.509730   3
#> 183 691.52673   2.716931   3
#> 184 691.76459   3.449915   3
#> 185 692.39576   3.329082   3
#> 186 691.74785   3.603729   3
#> 187 954.78915   3.393642   3
#> 188 790.12322   2.785863   3
#> 189 691.58729   3.112753   3
#> 190 692.59592   2.644925   3
#> 191 759.91591   2.909424   3
#> 192 696.79841   3.013497   3
#> 193 694.84819   3.092801   3
#> 194 695.03813   2.780979   3
#> 195 691.91692   2.630021   3
#> 196 691.53923   2.518873   3
#> 197 695.10589   2.832888   3
#> 198 692.03088   4.339122   3
#> 199 693.00724   5.087233   3
#> 200 691.70626   3.388767   3
#> 201 717.05002   2.817874   3
#> 202 699.59314   3.406553   3
#> 203 692.48403   2.692770   3
#> 204 713.93938   2.970171   3
#> 205 692.42284   2.628414   3
#> 206 691.83335   2.728800   3
#> 207 691.60995   2.548498   3
#> 208 693.42997   2.707407   3
#> 209 704.98934   2.803195   3
#> 210 691.93702   2.523266   3
#> 211 982.37299   3.304526   3
#> 212 691.60488   3.282635   3
#> 213 691.69483   2.970004   3
#> 214 692.30062   2.776473   3
#> 215 691.81945   3.100853   3
#> 216 693.47024   2.641697   3
#> 217 691.61536   4.307167   3
#> 218 691.53593   2.759223   3
#> 219 691.93746   3.030303   3
#> 220 694.47421   3.045619   3
#> 221 691.63869   2.672206   3
#> 222 710.71016   2.564349   3
#> 223 691.79970   2.768895   3
#> 224 695.76311   2.570982   3
#> 225 699.43596   3.558669   3
#> 226 692.23353   3.106133   3
#> 227 696.33878   2.617439   3
#> 228 698.35204   3.172949   3
#> 229 693.72254   2.664581   3
#> 230 691.55447   2.830782   3
#> 231 766.14262   2.533390   3
#> 232 693.90056   2.900388   3
#> 233 719.02701   3.838606   3
#> 234 695.51615   2.931103   3
#> 235 692.63879   2.736868   3
#> 236 691.68529   3.002821   3
#> 237 692.16434   3.543093   3
#> 238 692.46220   2.889615   3
#> 239 691.50770   3.333762   3
#> 240 691.68306   2.644492   3
#> 241 964.68915   2.816459   3
#> 242 691.70281   2.580787   3
#> 243 703.86488   2.915570   3
#> 244 922.56506   2.552724   3
#> 245 694.32159   2.999517   3
#> 246 692.83285   2.809052   3
#> 247 706.20131   2.549948   3
#> 248 692.08622   2.551426   3
#> 249 692.13467   2.619724   3
#> 250 692.93408   2.795429   3
#> 251 831.06059   3.165934   3
#> 252 717.54512   2.817051   3
#> 253 694.98058   2.651677   3
#> 254 751.97559   2.526755   3
#> 255 721.21061   2.565439   3
#> 256 725.68119   2.704588   3
#> 257 692.27238   3.339799   3
#> 258 691.52161   3.165790   3
#> 259 713.61145   2.665957   3
#> 260 783.10193   2.653184   3
#> 261 693.27345   3.149394   3
#> 262 691.60369   2.732745   3
#> 263 728.11876   2.673226   3
#> 264 693.22135   2.671583   3
#> 265 766.26960   2.855803   3
#> 266 716.60267   3.154057   3
#> 267 696.40159   2.865184   3
#> 268 695.01119   2.919188   3
#> 269 703.22079   2.541417   3
#> 270 694.68344   2.700468   3
#> 271 720.20585   2.513859   3
#> 272 692.48446   3.041493   3
#> 273 718.68020   2.948333   3
#> 274 692.30885   2.917652   3
#> 275 692.59314   2.555488   3
#> 276 702.84171   2.835035   3
#> 277 693.39814   2.762011   3
#> 278 706.83707   2.721524   3
#> 279 691.65811   3.102059   3
#> 280 849.96743   3.353618   3
#> 281 709.19360   2.583508   3
#> 282 691.53458   2.970409   3
#> 283 724.99435   2.586846   3
#> 284 704.92930   3.007173   3
#> 285 691.54047   3.004095   3
#> 286 896.93157   2.859801   3
#> 287 691.83538   2.580621   3
#> 288 691.66198   2.519993   3
#> 289 700.67531   2.975823   3
#> 290 692.99297   2.686891   3
#> 291 691.52087   2.604577   3
#> 292 730.88620   2.835617   3
#> 293 769.17047   2.690440   3
#> 294 698.15563   3.712810   3
#> 295 695.48263   2.691856   3
#> 296 709.67401   2.870841   3
#> 297 691.53693   2.503432   3
#> 298 691.55066   2.894032   3
#> 299 706.78722   3.325508   3
#> 300 709.68199   2.593914   3
#> 301 692.74682   2.504659   3
#> 302 745.92234   2.648119   3
#> 303 692.24954   2.744412   3
#> 304 735.42828   3.213505   3
#> 305 794.17310   3.283121   3
#> 306 691.88874   2.552408   3
#> 307 719.60247   2.603122   3
#> 308 691.69726   2.520876   3
#> 309 701.21199   2.596067   3
#> 310 845.59790   2.578728   3
#> 311 693.14424   2.809396   3
#> 312 692.18091   3.400931   3
#> 313 692.09070   2.741332   3
#> 314 691.52442   2.689811   3
#> 315 754.53728   2.770413   3
#> 316 692.53433   2.641707   3
#> 317 691.61467   2.616668   3
#> 318 720.10611   2.806399   3
#> 319 876.32834   2.714999   3
#> 320 716.09758   2.800059   3
#> 321 691.66944   2.687739   3
#> 322 692.59601   3.395331   3
#> 323 691.52750   3.058475   3
#> 324 691.62044   2.557652   3
#> 325 691.57455   3.289442   3
#> 326 692.24309   2.584834   3
#> 327 694.07680   2.730051   3
#> 328 694.21800   2.762062   3
#> 329 705.41393   2.581537   3
#> 330 692.62388   2.797965   3
#> 331 691.99785   4.353011   3
#> 332 727.71549   2.507338   3
#> 333 781.40738   2.769931   3
#> 334 727.81664   2.512146   3
#> 335 692.61004   2.680037   3
#> 336 693.09050   2.767783   3
#> 337 699.09016   3.623854   3
#> 338 694.68075   2.563092   3
#> 339 694.38586   2.911213   3
#> 340 694.63473   3.190086   3
#> 341 691.53392   2.556696   3
#> 342 693.71978   2.560848   3
#> 343 696.63024   2.578653   3
#> 344 701.32573   2.702733   3
#> 345 810.33359   3.771333   3
#> 346 691.77218   2.715720   3
#> 347 693.38096   2.973420   3
#> 348 704.37166   2.583685   3
#> 349 692.26860   2.548752   3
#> 350 692.58252   2.528774   3
#> 351 691.62931   3.207707   3
#> 352 702.79271   2.872298   3
#> 353 980.67946   2.694276   3
#> 354 711.69965   2.838587   3
#> 355 692.17555   3.027114   3
#> 356 826.59889   2.633998   3
#> 357 692.37869   3.129748   3
#> 358 691.52925   2.513429   3
#> 359 691.74025   2.528292   3
#> 360 692.15000   2.589256   3
#> 361 740.97760   3.441753   3
#> 362 700.30569   2.747986   3
#> 363 756.38114   2.629669   3
#> 364 694.43466   2.835161   3
#> 365 693.01915   2.597421   3
#> 366 706.14826   2.718663   3
#> 367 691.97613   2.604686   3
#> 368 914.22216   2.832018   3
#> 369 692.69010   3.203494   3
#> 370 694.78971   3.404277   3
#> 371 691.63240   2.509740   3
#> 372 692.01486   2.657818   3
#> 373 692.02848   3.114998   3
#> 374 692.37079   3.024507   3
#> 375 691.57447   2.610802   3
#> 376 691.89890   2.723743   3
#> 377 693.25044   2.852476   3
#> 378 694.55951   3.270599   3
#> 379 691.55873   3.373203   3
#> 380 693.01783   2.740376   3
#> 381 693.42540   2.803570   3
#> 382 697.28697   3.384560   3
#> 383 882.93507   3.011544   3
#> 384 698.35664   2.580582   3
#> 385 698.76119   2.627999   3
#> 386 691.72452   4.285233   3
#> 387 698.33247   2.609458   3
#> 388 763.86261   2.636629   3
#> 389 696.82971   2.678361   3
#> 390 698.21285   3.383947   3
#> 391 960.63463   2.685872   3
#> 392 697.93176   2.587580   3
#> 393 716.40282   3.065816   3
#> 394 691.91730   2.730799   3
#> 395 787.82491   2.781418   3
#> 396 775.49494   3.190503   3
#> 397 911.20693   3.085868   3
#> 398 978.61784   3.025953   3
#> 399 705.58389   2.753355   3
#> 400 694.50543   2.652467   3
#> 401 691.60041   3.104886   3
#> 402 692.53797   2.610822   3
#> 403 697.66669   2.504405   3
#> 404 700.93163   2.789105   3
#> 405 691.66888   2.787790   3
#> 406 848.73055   4.476968   3
#> 407 718.45589   2.674208   3
#> 408 718.54497   2.567286   3
#> 409 691.58390   3.380326   3
#> 410 923.57036   2.592028   3
#> 411 691.55875   3.133117   3
#> 412 693.47557   3.077690   3
#> 413 693.84933   3.056651   3
#> 414 758.25078   2.713064   3
#> 415 908.19702   2.665364   3
#> 416 702.93755   2.761902   3
#> 417 745.51295   3.267857   3
#> 418 698.12679   2.782644   3
#> 419 772.37929   2.790910   3
#> 420 691.56364   2.701482   3
#> 421 691.53753   3.694681   3
#> 422 691.52662   2.924034   3
#> 423 692.01916   2.522339   3
#> 424 784.97777   2.512205   3
#> 425 742.26059   2.533300   3
#> 426 692.26093   2.974504   3
#> 427 691.78128   2.646958   3
#> 428 699.18063   2.840632   3
#> 429 992.48715   3.159805   3
#> 430 956.12682   2.567279   3
#> 431 881.27455   3.696333   3
#> 432 703.42947   2.682693   3
#> 433 765.68530   2.877401   3
#> 434 691.96089   3.111071   3
#> 435 879.28972   2.580021   3
#> 436 733.65805   3.840712   3
#> 437 707.02662   2.551278   3
#> 438 692.22263   2.931107   3
#> 439 691.59847   3.205892   3
#> 440 691.51405   2.558696   3
#> 441 695.25434   3.431637   3
#> 442 718.15272   2.515795   3
#> 443 691.63434   2.516763   3
#> 444 691.51661   3.836794   3
#> 445 696.43732   3.226843   3
#> 446 697.61489   2.928942   3
#> 447 846.94996   3.135936   3
#> 448 692.57701   2.535438   3
#> 449 693.19108   2.693020   3
#> 450 922.44677   2.657211   3
#> 451 710.98483   2.940294   3
#> 452 806.59104   2.667961   3
#> 453 692.09005   3.028632   3
#> 454 767.99654   2.554129   3
#> 455 691.64367   2.581508   3
#> 456 704.31968   2.975138   3
#> 457 709.79047   2.686431   3
#> 458 691.73840   2.607768   3
#> 459 891.79529   3.725451   3
#> 460 692.12936   2.942033   3
#> 461 710.03048   3.692323   3
#> 462 691.71273   3.588872   3
#> 463 691.61024   2.963801   3
#> 464 696.13905   2.743461   3
#> 465 691.95110   4.050002   3
#> 466 692.13026   2.524165   3
#> 467 812.00934   2.520927   3
#> 468 802.96277   2.855218   3
#> 469 747.25985   2.631854   3
#> 470 691.61201   2.722001   3
#> 471 692.64666   2.734103   3
#> 472 740.88367   2.643830   3
#> 473 691.69763   2.711223   3
#> 474 697.29881   3.053558   3
#> 475 695.45108   2.834764   3
#> 476 691.64536   2.825513   3
#> 477 691.95549   2.879471   3
#> 478 691.77466   2.676291   3
#> 479 910.82350   4.363398   3
#> 480 716.32342   3.030766   3
#> 481 691.52948   3.622922   3
#> 482 691.72631   3.202560   3
#> 483 940.85549   2.614270   3
#> 484 692.67741   3.336451   3
#> 485 874.05014   2.821742   3
#> 486 691.90318   3.200237   3
#> 487 691.60386   2.723212   3
#> 488 707.16536   2.658590   3
#> 489 691.54694   2.969921   3
#> 490 692.13551   3.061517   3
#> 491 692.93335   3.798158   3
#> 492 691.80975   3.186474   3
#> 493 712.65306   2.687406   3
#> 494 717.64934   2.544150   3
#> 495 691.89533   2.524413   3
#> 496 800.58267   2.825258   3
#> 497 697.19779   2.833911   3
#> 498 691.54918   3.779506   3
#> 499 752.79801   3.133912   3
#> 500 695.41379   2.607982   3
#> 501 691.55519   2.663859   3
#> 502 693.72765   2.533408   3
#> 503 716.97794   2.959262   3
#> 504 696.40497   2.750401   3
#> 505 692.85186   2.664962   3
#> 506 699.20669   2.541592   3
#> 507 694.15898   2.593351   3
#> 508 691.54142   3.828441   3
#> 509 691.61226   2.677508   3
#> 510 730.92652   3.318201   3
#> 511 697.80460   2.844978   3
#> 512 969.56465   2.503073   3
#> 513 691.93151   3.045801   3
#> 514 706.79940   2.551642   3
#> 515 781.84214   3.161834   3
#> 516 876.56194   2.800458   3
#> 517 891.59458   2.843901   3
#> 518 698.15917   2.512899   3
#> 519 692.64468   2.743385   3
#> 520 692.53205   2.508675   3
#> 521 707.98981   3.321005   3
#> 522 844.47985   2.864334   3
#> 523 692.31966   2.890412   3
#> 524 691.83209   3.100932   3
#> 525 691.71417   2.937356   3
#> 526 885.23031   2.792390   3
#> 527 705.90410   2.749856   3
#> 528 731.56773   2.545244   3
#> 529 692.08319   2.685843   3
#> 530 916.68652   2.897061   3
#> 531 692.07422   2.569216   3
#> 532 693.23311   2.544727   3
#> 533 977.39293   2.787364   3
#> 534 821.60048   2.640900   3
#> 535 779.20746   3.350395   3
#> 536 763.56187   3.997614   3
#> 537 691.64710   2.711878   3
#> 538 725.92465   2.578025   3
#> 539 842.93879   2.807174   3
#> 540 693.05607   2.725975   3
#> 541 691.65205   2.573422   3
#> 542 691.52018   3.277050   3
#> 543 702.86572   2.726380   3
#> 544 691.63268   2.664990   3
#> 545 691.76033   2.777917   3
#> 546 750.45723   2.673498   3
#> 547 697.31614   2.686277   3
#> 548 799.94005   3.307254   3
#> 549 692.50004   2.605677   3
#> 550 739.55736   2.638646   3
#> 551 696.10679   2.534034   3
#> 552 851.64333   2.648166   3
#> 553 720.89000   2.531092   3
#> 554 700.26553   2.508707   3
#> 555 692.75919   2.784392   3
#> 556 691.83377   2.550220   3
#> 557 716.68307   3.528183   3
#> 558 691.51253   2.531572   3
#> 559 701.75318   2.720828   3
#> 560 699.18260   3.030819   3
#> 561 714.31174   2.564368   3
#> 562 999.44334   2.666055   3
#> 563 692.91040   3.059772   3
#> 564 695.08298   2.652769   3
#> 565 705.41010   2.834558   3
#> 566 691.62338   3.351298   3
#> 567 709.49460   3.301980   3
#> 568 839.83650   2.959795   3
#> 569 693.37657   4.068418   3
#> 570 691.53918   3.256369   3
#> 571 693.71053   2.586389   3
#> 572 691.65340   2.705434   3
#> 573 691.60488   3.021939   3
#> 574 692.61159   2.574837   3
#> 575 692.20377   2.505970   3
#> 576 710.41606   2.552224   3
#> 577 691.90153   2.626973   3
#> 578 691.52430   2.652823   3
#> 579 715.37107   3.147604   3
#> 580 692.79371   3.000367   3
#> 581 692.84175   2.529333   3
#> 582 549.98976   2.680228   3
#> 583 547.15658   2.530426   3
#> 584 565.34708   3.084335   3
#> 585 548.58030   3.410087   3
#> 586 509.61099   2.552556   3
#> 587 881.24784   2.526784   3
#> 588 847.29850   2.649732   3
#> 589 592.77672   2.750722   3
#> 590 500.73285   2.576585   3
#> 591 519.23177   2.919427   3
#> 592 615.37923   4.878478   3
#> 593 507.39450   4.257190   3
#> 594 677.69073   2.720173   3
#> 595 504.97821   2.530059   3
#> 596 528.27156   2.678579   3
#> 597 514.57730   2.524720   3
#> 598 561.41364   3.142077   3
#> 599 501.85647   3.186717   3
#> 600 581.28552   3.353949   3
#> 601 513.97654   2.767390   3
#> 602 540.01277   3.684583   3
#> 603 534.64162   2.724368   3
#> 604 761.54325   2.670901   3
#> 605 535.54158   2.760093   3
#> 606 534.68676   3.037744   3
#> 607 548.41441   3.468370   3
#> 608 536.50188   2.753798   3
#> 609 573.88732   2.861651   3
#> 610 540.03684   2.538109   3
#> 611 630.40672   2.721732   3
#> 612 534.65875   2.774152   3
#> 613 535.03980   2.597052   3
#> 614 537.24399   2.721249   3
#> 615 670.92756   3.150707   3
#> 616 534.64891   2.657180   3
#> 617 534.71248   3.099855   3
#> 618 534.68909   2.672770   3
#> 619 538.48144   2.618773   3
#> 620 534.67674   2.736315   3
#> 621 535.04670   3.158241   3
#> 622 535.43483   2.705938   3
#> 623 536.90026   3.458642   3
#> 624 535.01005   2.992959   3
#> 625 535.73496   2.938808   3
#> 626 674.62527   2.645604   3
#> 627 541.23743   2.652661   3
#> 628 535.02295   2.523546   3
#> 629 536.33671   3.010074   3
#> 630 538.02613   2.568821   3
#> 631 883.99172   2.884210   3
#> 632 656.66931   2.834165   3
#> 633 715.56327   4.230769   3
#> 634 534.70316   2.835882   3
#> 635 536.95976   2.739470   3
#> 636 534.65271   2.706294   3
#> 637 556.34681   2.714213   3
#> 638 558.08929   2.952448   3
#> 639 534.94142   3.481013   3
#> 640 543.39677   2.856579   3
#> 641 559.61462   2.817605   3
#> 642 534.90337   3.974876   3
#> 643 540.80644   2.516667   3
#> 644 617.22460   2.830248   3
#> 645 541.55979   2.527470   3
#> 646 534.76578   2.500864   3
#> 647 536.70752   2.755842   3
#> 648 535.80401   2.741890   3
#> 649 534.65162   2.542079   3
#> 650 858.28294   2.873089   3
#> 651 534.76701   2.802734   3
#> 652 534.77176   2.880870   3
#> 653 576.44707   2.637714   3
#> 654 534.75646   2.538872   3
#> 655 985.43981   2.906005   3
#> 656 542.96979   2.610740   3
#> 657 949.53253   2.742481   3
#> 658 535.26664   2.705286   3
#> 659 629.43066   2.552159   3
#> 660 537.42089   4.276073   3
#> 661 582.73906   3.468648   3
#> 662 656.74295   2.521314   3
#> 663 534.64079   2.892496   3
#> 664 941.37246   2.718534   3
#> 665 542.46825   4.053644   3
#> 666 534.79215   2.945741   3
#> 667 536.38758   3.042418   3
#> 668 534.63847   2.677980   3
#> 669 703.01225   2.544340   3
#> 670 535.44567   2.692002   3
#> 671 628.64031   2.578351   3
#> 672 536.03425   2.625674   3
#> 673 535.80856   3.384488   3
#> 674 683.40798   2.834788   3
#> 675 539.25325   3.447398   3
#> 676 534.73315   3.293096   3
#> 677 534.67946   2.988113   3
#> 678 568.36229   3.469304   3
#> 679 711.71241   2.735233   3
#> 680 536.81854   2.839152   3
#> 681 534.98938   3.746800   3
#> 682 534.87365   3.289019   3
#> 683 635.46701   2.921657   3
#> 684 535.92186   2.852980   3
#> 685 579.48839   2.625574   3
#> 686 535.92642   2.871868   3
#> 687 552.55278   3.818858   3
#> 688 535.48807   2.610913   3
#> 689 537.26110   2.605875   3
#> 690 536.72765   2.551679   3
#> 691 571.81255   2.581461   3
#> 692 536.33952   2.720818   3
#> 693 552.35894   2.568446   3
#> 694 535.86308   3.056547   3
#> 695 558.97904   2.745642   3
#> 696 547.78174   3.444119   3
#> 697 545.76786   2.547967   3
#> 698 534.74220   2.987594   3
#> 699 539.57363   2.668616   3
#> 700 654.06844   2.994772   3
#> 701 644.56214   2.737583   3
#> 702 537.45575   3.289450   3
#> 703 535.54971   2.712481   3
#> 704 534.63891   2.756926   3
#> 705 535.02906   3.213871   3
#> 706 534.81936   3.538719   3
#> 707 534.87254   2.666357   3
#> 708 535.60080   3.341791   3
#> 709 663.55353   2.922458   3
#> 710 563.51776   2.989002   3
#> 711 535.20791   2.504814   3
#> 712 539.11359   2.659789   3
#> 713 535.99686   2.764736   3
#> 714 536.86719   4.148648   3
#> 715 534.66383   2.633769   3
#> 716 534.64108   2.831258   3
#> 717 534.71179   3.047475   3
#> 718 579.60459   2.903739   3
#> 719 534.75433   3.216442   3
#> 720 535.66258   2.882564   3
#> 721 534.83824   2.549487   3
#> 722 536.56514   2.859715   3
#> 723 535.00477   2.643549   3
#> 724 538.90134   2.565506   3
#> 725 545.82564   2.629325   3
#> 726 534.72510   2.711448   3
#> 727 537.59000   2.831261   3
#> 728 633.06746   2.869941   3
#> 729 534.73986   2.820529   3
#> 730 534.78443   2.653418   3
#> 731 681.46030   2.619632   3
#> 732 605.45609   2.630925   3
#> 733 534.81058   2.503774   3
#> 734 535.26315   2.642849   3
#> 735 537.06322   2.613298   3
#> 736 596.42437   2.579784   3
#> 737 534.65175   3.209291   3
#> 738 536.74265   2.783449   3
#> 739 535.48854   3.081569   3
#> 740 534.79239   2.551391   3
#> 741 536.35833   3.000916   3
#> 742 534.64432   2.661576   3
#> 743 534.92561   3.107039   3
#> 744 820.91578   2.725955   3
#> 745 728.17733   4.381763   3
#> 746 534.91648   2.847386   3
#> 747 587.48093   2.816320   3
#> 748 534.77451   2.550626   3
#> 749 558.13747   3.388366   3
#> 750 812.75901   3.431216   3
#> 751 535.53733   3.452469   3
#> 752 550.15958   2.703942   3
#> 753 616.29812   2.856974   3
#> 754 570.09774   2.797047   3
#> 755 528.67722   2.743051   3
#> 756 529.69834   3.598486   3
#> 757 530.11291   3.112985   3
#> 758 528.37025   4.546328   3
#> 759 528.63517   4.011031   3
#> 760 614.61790   3.747535   3
#> 761 618.79855   2.647912   3
#> 762 508.20383   2.570543   3
#> 763 976.12668   3.334483   3
#> 764 945.37351   3.419928   3
#> 765 943.12385   3.272430   3
#> 766 970.29018   3.332641   3
#> 767 701.57400   3.270965   3
#> 768 703.40860   3.386521   3
#> 769 742.61040   3.317417   3
#> 770 748.90499   2.669671   3
#> 771 770.19456   2.973906   3
#> 772 507.93428   2.822044   3
#> 773 543.28070   2.788183   3
#> 774 534.05219   2.718378   3
#> 775 828.40820   2.509040   3
#> 776 504.85511   2.714041   3
#> 777  45.20476   2.547094   3
#> 778 890.53498   2.646905   3
#> 779 128.21602   2.993586   3
#> 780 938.79493   2.767711   3
#> 781 439.68083   3.256286   3
#> 
#> [[5]]
#>           ts magnitudes gen
#> 1   509.2020   3.495638   4
#> 2   995.0183   2.957823   4
#> 3   508.6246   2.782909   4
#> 4   906.9248   3.062939   4
#> 5   823.0386   2.914843   4
#> 6   800.5629   2.632705   4
#> 7   800.8038   2.502368   4
#> 8   800.6846   2.785400   4
#> 9   801.0871   3.506628   4
#> 10  800.8035   2.594360   4
#> 11  902.1230   3.806785   4
#> 12  822.3097   2.816441   4
#> 13  823.8046   2.634230   4
#> 14  805.8654   3.008760   4
#> 15  895.0389   3.738342   4
#> 16  800.6284   2.718756   4
#> 17  800.8228   2.957985   4
#> 18  844.2393   2.918525   4
#> 19  808.9760   3.766217   4
#> 20  931.1925   2.743775   4
#> 21  878.5328   2.872649   4
#> 22  801.3159   3.362596   4
#> 23  801.7552   2.524381   4
#> 24  801.6479   2.536289   4
#> 25  810.8579   3.223636   4
#> 26  800.7673   2.852249   4
#> 27  801.0717   2.649290   4
#> 28  800.7168   2.746558   4
#> 29  801.8331   2.674819   4
#> 30  588.2933   2.516133   4
#> 31  578.1200   2.663274   4
#> 32  595.8225   2.845725   4
#> 33  675.5479   2.574208   4
#> 34  615.8428   2.890368   4
#> 35  620.2748   2.733583   4
#> 36  619.6931   2.626537   4
#> 37  619.5037   2.516426   4
#> 38  622.5863   3.274919   4
#> 39  609.9766   2.597420   4
#> 40  592.5172   4.626158   4
#> 41  590.5070   3.187990   4
#> 42  964.2303   2.723183   4
#> 43  594.6528   2.720642   4
#> 44  592.9467   2.610829   4
#> 45  595.0063   3.787596   4
#> 46  652.9163   2.851173   4
#> 47  645.1733   2.589952   4
#> 48  632.9844   2.921476   4
#> 49  746.4021   2.847581   4
#> 50  632.7041   2.942122   4
#> 51  666.5946   2.565182   4
#> 52  638.2465   2.776494   4
#> 53  632.9370   2.725975   4
#> 54  633.9509   2.818173   4
#> 55  632.9302   2.626060   4
#> 56  658.9744   3.361310   4
#> 57  635.9539   3.654738   4
#> 58  685.0577   2.689687   4
#> 59  645.6766   2.569254   4
#> 60  632.9116   2.516580   4
#> 61  645.8131   3.026990   4
#> 62  660.9059   3.387734   4
#> 63  639.8101   2.815739   4
#> 64  637.6704   2.520918   4
#> 65  685.7484   2.922678   4
#> 66  632.6181   2.944763   4
#> 67  803.2510   2.683145   4
#> 68  638.7494   2.602513   4
#> 69  634.0574   2.559460   4
#> 70  909.4350   2.734302   4
#> 71  978.2130   2.612787   4
#> 72  632.9583   3.820340   4
#> 73  636.9774   3.009769   4
#> 74  632.7269   3.074827   4
#> 75  632.8409   3.734453   4
#> 76  632.9069   2.925702   4
#> 77  746.7751   3.763099   4
#> 78  669.0553   3.082728   4
#> 79  633.8333   3.085886   4
#> 80  636.3362   2.572875   4
#> 81  666.7737   2.520300   4
#> 82  633.9454   3.050679   4
#> 83  636.7874   2.597955   4
#> 84  632.7473   2.706135   4
#> 85  633.7659   2.723859   4
#> 86  633.0323   2.735029   4
#> 87  647.2976   3.879145   4
#> 88  633.7234   3.538551   4
#> 89  633.9051   2.916051   4
#> 90  640.2471   2.789611   4
#> 91  632.5952   2.512155   4
#> 92  657.1277   2.982516   4
#> 93  658.7287   2.750369   4
#> 94  632.6133   2.884217   4
#> 95  658.4016   2.723543   4
#> 96  632.8252   2.514467   4
#> 97  644.4164   2.510102   4
#> 98  632.6715   2.852820   4
#> 99  635.1366   4.029300   4
#> 100 635.6629   3.288680   4
#> 101 632.7326   2.773793   4
#> 102 672.2721   3.402615   4
#> 103 633.3150   2.776134   4
#> 104 861.2676   2.777906   4
#> 105 642.3648   2.652201   4
#> 106 632.6187   2.869444   4
#> 107 632.6418   2.708781   4
#> 108 675.8969   2.527719   4
#> 109 632.5789   3.016846   4
#> 110 633.0344   2.669077   4
#> 111 707.6961   2.866389   4
#> 112 633.6969   3.036846   4
#> 113 633.3700   5.010328   4
#> 114 633.0603   2.653974   4
#> 115 632.5950   2.790611   4
#> 116 707.7639   4.026329   4
#> 117 632.5607   2.533763   4
#> 118 711.9375   2.750892   4
#> 119 634.0944   3.044726   4
#> 120 632.8627   3.447436   4
#> 121 632.7392   2.674839   4
#> 122 632.8485   3.272400   4
#> 123 633.6531   3.671446   4
#> 124 670.3363   3.347438   4
#> 125 632.8794   3.565020   4
#> 126 677.5574   3.262016   4
#> 127 632.6873   2.606752   4
#> 128 741.1329   2.884043   4
#> 129 632.8849   3.066066   4
#> 130 632.6150   2.560728   4
#> 131 633.0927   3.386539   4
#> 132 632.7114   3.089756   4
#> 133 635.3285   2.552964   4
#> 134 641.1996   2.583860   4
#> 135 636.4199   3.479754   4
#> 136 634.6131   2.672858   4
#> 137 645.2179   3.371722   4
#> 138 633.5267   3.364058   4
#> 139 637.6166   3.530186   4
#> 140 633.9033   2.504933   4
#> 141 653.3478   4.063195   4
#> 142 996.7532   2.982217   4
#> 143 632.5765   2.692257   4
#> 144 633.5617   3.053068   4
#> 145 642.8632   2.545787   4
#> 146 674.2517   2.758649   4
#> 147 754.3286   2.668767   4
#> 148 639.0133   2.758213   4
#> 149 633.2197   3.374312   4
#> 150 632.7391   3.054005   4
#> 151 632.6006   2.812751   4
#> 152 632.7919   2.712772   4
#> 153 632.6167   2.821170   4
#> 154 632.9139   3.078296   4
#> 155 647.9239   3.526155   4
#> 156 504.4081   3.403271   4
#> 157 502.5053   2.843426   4
#> 158 806.5096   3.031256   4
#> 159 503.9788   2.568469   4
#> 160 506.9209   2.501365   4
#> 161 520.2261   3.024927   4
#> 162 881.0582   3.076107   4
#> 163 672.4401   2.763134   4
#> 164 607.7488   2.694716   4
#> 165 702.8485   2.664406   4
#> 166 901.2507   2.575098   4
#> 167 770.6882   2.814783   4
#> 168 698.7547   2.833000   4
#> 169 869.5216   3.193033   4
#> 170 709.1714   2.958796   4
#> 171 694.9508   2.995272   4
#> 172 861.2631   2.593430   4
#> 173 711.9531   3.139176   4
#> 174 785.5940   2.516874   4
#> 175 901.2146   2.604607   4
#> 176 819.9070   2.640271   4
#> 177 707.2055   3.570913   4
#> 178 744.4123   2.531300   4
#> 179 964.9323   2.527004   4
#> 180 709.2466   2.548099   4
#> 181 693.4400   2.623478   4
#> 182 697.4721   2.753111   4
#> 183 731.0866   3.430536   4
#> 184 710.7225   3.999417   4
#> 185 877.2180   2.663129   4
#> 186 812.5317   3.035313   4
#> 187 696.2234   2.887440   4
#> 188 697.6642   2.926953   4
#> 189 695.0228   3.456967   4
#> 190 693.0497   2.942597   4
#> 191 693.0091   2.556744   4
#> 192 697.7502   3.139533   4
#> 193 693.0110   3.285614   4
#> 194 694.0536   2.774337   4
#> 195 706.4248   3.956486   4
#> 196 694.4470   2.507041   4
#> 197 693.1646   2.622348   4
#> 198 693.0454   2.574800   4
#> 199 694.4137   2.524749   4
#> 200 693.4067   2.561448   4
#> 201 694.2409   2.972978   4
#> 202 693.1341   2.930919   4
#> 203 714.6686   3.533774   4
#> 204 693.8222   2.721091   4
#> 205 694.2520   2.700164   4
#> 206 734.6602   4.060781   4
#> 207 699.1062   3.337031   4
#> 208 693.4019   3.451708   4
#> 209 693.0734   2.761590   4
#> 210 693.2893   2.730802   4
#> 211 707.5805   2.701543   4
#> 212 695.6596   3.302765   4
#> 213 692.6102   2.833542   4
#> 214 692.4277   3.219991   4
#> 215 693.0394   2.502125   4
#> 216 691.7770   2.662676   4
#> 217 694.4555   3.482585   4
#> 218 814.3020   4.137787   4
#> 219 710.7939   2.609496   4
#> 220 775.4803   2.693912   4
#> 221 700.2290   2.841970   4
#> 222 695.5503   2.743261   4
#> 223 737.9496   2.915368   4
#> 224 737.6883   2.623574   4
#> 225 731.0177   2.841127   4
#> 226 693.0406   2.877416   4
#> 227 716.6798   3.177193   4
#> 228 694.2408   2.623837   4
#> 229 691.7536   3.455788   4
#> 230 714.3091   3.606821   4
#> 231 853.9326   2.668194   4
#> 232 850.1992   2.641823   4
#> 233 708.5102   2.522636   4
#> 234 700.1578   2.657333   4
#> 235 699.3647   2.704037   4
#> 236 710.2882   2.513964   4
#> 237 692.6081   3.439182   4
#> 238 692.3056   2.531680   4
#> 239 816.5274   2.516066   4
#> 240 695.1259   2.879320   4
#> 241 693.9822   2.521288   4
#> 242 693.9835   4.390775   4
#> 243 692.4119   3.972431   4
#> 244 692.3316   3.408777   4
#> 245 782.6647   3.005271   4
#> 246 695.2738   3.699195   4
#> 247 705.7786   4.769051   4
#> 248 811.6644   2.885944   4
#> 249 693.8300   2.903757   4
#> 250 693.8339   2.592778   4
#> 251 701.0210   2.694482   4
#> 252 693.0364   2.525667   4
#> 253 693.2620   2.534526   4
#> 254 862.3118   3.003674   4
#> 255 861.1689   2.512885   4
#> 256 849.6695   2.803315   4
#> 257 848.9399   2.623207   4
#> 258 849.0530   3.024165   4
#> 259 860.4200   2.755030   4
#> 260 693.7153   2.824013   4
#> 261 692.0161   2.860140   4
#> 262 993.7414   3.301787   4
#> 263 744.4252   2.949969   4
#> 264 733.7318   2.817010   4
#> 265 779.9144   2.626592   4
#> 266 691.5243   2.614431   4
#> 267 893.7147   2.947346   4
#> 268 710.4642   2.634818   4
#> 269 710.6075   2.864711   4
#> 270 693.3991   2.834433   4
#> 271 741.8498   2.503096   4
#> 272 696.2043   2.688530   4
#> 273 696.0409   3.492594   4
#> 274 692.0361   2.534097   4
#> 275 738.2856   5.405612   4
#> 276 691.9618   2.706430   4
#> 277 703.4407   2.664140   4
#> 278 910.8533   3.205396   4
#> 279 912.6611   2.674948   4
#> 280 912.0348   2.777518   4
#> 281 691.6031   2.719347   4
#> 282 692.9141   2.884713   4
#> 283 726.7522   3.623120   4
#> 284 736.9763   2.943157   4
#> 285 784.1005   2.697072   4
#> 286 691.6320   3.784355   4
#> 287 702.7206   2.676950   4
#> 288 783.9787   2.572280   4
#> 289 692.5264   2.644034   4
#> 290 790.4206   2.713355   4
#> 291 880.9214   2.641295   4
#> 292 696.4581   3.763480   4
#> 293 764.1522   2.524452   4
#> 294 703.0850   2.528949   4
#> 295 729.4981   3.853230   4
#> 296 694.0203   2.736436   4
#> 297 839.7461   2.552674   4
#> 298 727.7021   2.519655   4
#> 299 588.2411   2.560746   4
#> 300 905.9858   2.531666   4
#> 301 593.0173   3.341056   4
#> 302 547.2140   3.233853   4
#> 303 956.9569   3.410403   4
#> 304 623.6876   2.765875   4
#> 305 617.1861   3.227358   4
#> 306 703.0065   2.658553   4
#> 307 637.6100   2.632082   4
#> 308 620.3621   3.627792   4
#> 309 635.7580   2.999980   4
#> 310 621.4989   3.908180   4
#> 311 616.7330   3.490070   4
#> 312 615.5231   2.921285   4
#> 313 615.3983   2.803359   4
#> 314 615.3918   2.762855   4
#> 315 616.2653   3.771739   4
#> 316 615.3966   3.205231   4
#> 317 733.3409   3.837363   4
#> 318 508.8227   2.578404   4
#> 319 507.7345   3.213974   4
#> 320 870.8761   2.869199   4
#> 321 645.1707   3.246994   4
#> 322 554.1591   2.834953   4
#> 323 557.8780   3.252698   4
#> 324 534.8487   3.412253   4
#> 325 773.4888   2.826786   4
#> 326 535.1405   3.068184   4
#> 327 647.2886   2.586350   4
#> 328 718.6551   2.882946   4
#> 329 715.6367   2.680794   4
#> 330 547.3250   2.503594   4
#> 331 800.6564   2.966053   4
#> 332 543.1400   3.233391   4
#> 333 584.5624   4.834786   4
#> 334 598.3985   2.609450   4
#> 335 536.1300   2.752634   4
#> 336 746.1631   2.743971   4
#> 337 911.5930   2.771231   4
#> 338 536.1024   2.954421   4
#> 339 539.2594   2.679061   4
#> 340 535.0466   2.936259   4
#> 341 553.6577   2.752591   4
#> 342 555.3557   2.829040   4
#> 343 554.2231   2.752067   4
#> 344 763.5588   2.761414   4
#> 345 642.7920   2.839799   4
#> 346 535.5995   4.568154   4
#> 347 871.3458   4.069653   4
#> 348 535.8941   2.760072   4
#> 349 535.3725   2.980702   4
#> 350 615.7885   3.745935   4
#> 351 536.8958   2.512859   4
#> 352 652.7988   4.005024   4
#> 353 538.9352   3.054458   4
#> 354 633.4253   2.684917   4
#> 355 732.0156   2.847609   4
#> 356 536.6675   2.834544   4
#> 357 728.6098   3.166062   4
#> 358 736.6250   2.919035   4
#> 359 564.9954   3.102948   4
#> 360 950.5243   2.877607   4
#> 361 535.8166   2.959431   4
#> 362 535.5435   3.869421   4
#> 363 536.1097   2.696842   4
#> 364 555.3767   3.120883   4
#> 365 530.6902   2.895810   4
#> 366 529.8636   2.741181   4
#> 367 567.4558   2.568722   4
#> 368 528.3739   2.576937   4
#> 369 530.5375   2.999644   4
#> 370 541.7852   2.829454   4
#> 371 530.9144   2.788044   4
#> 372 627.3266   2.825159   4
#> 373 529.2680   2.830325   4
#> 374 528.7479   2.902877   4
#> 375 529.9341   3.175068   4
#> 376 945.4995   3.036825   4
#> 377 945.4648   2.803562   4
#> 378 947.4272   2.520542   4
#> 379 701.6058   4.731122   4
#> 380 833.1221   3.395695   4
#> 
#> [[6]]
#>           ts magnitudes gen
#> 1   510.0083   2.515976   5
#> 2   911.2167   3.368565   5
#> 3   902.2468   3.047085   5
#> 4   896.3243   3.179546   5
#> 5   898.0886   2.739650   5
#> 6   809.6802   3.036070   5
#> 7   675.5510   2.792320   5
#> 8   794.9599   2.550355   5
#> 9   621.8458   2.586471   5
#> 10  596.6296   2.941447   5
#> 11  594.9259   2.730908   5
#> 12  593.4064   3.267168   5
#> 13  592.5621   2.565738   5
#> 14  625.9698   2.501748   5
#> 15  593.5522   2.846727   5
#> 16  594.6097   2.972543   5
#> 17  593.6841   2.650539   5
#> 18  827.5417   3.068489   5
#> 19  592.7162   2.894075   5
#> 20  591.1943   2.968981   5
#> 21  965.5486   3.925818   5
#> 22  663.6215   2.762116   5
#> 23  636.2435   2.768055   5
#> 24  747.0936   2.519869   5
#> 25  636.6450   3.409473   5
#> 26  636.5622   3.033061   5
#> 27  652.5244   2.641155   5
#> 28  649.7777   2.521340   5
#> 29  637.5703   2.753026   5
#> 30  635.9050   2.513777   5
#> 31  668.4273   3.305575   5
#> 32  641.8601   2.646947   5
#> 33  634.1797   5.139114   5
#> 34  633.6897   2.683268   5
#> 35  639.3695   2.575567   5
#> 36  930.0892   3.075016   5
#> 37  635.6457   2.518606   5
#> 38  808.3210   2.751343   5
#> 39  634.4837   4.084259   5
#> 40  633.5066   2.524082   5
#> 41  634.3827   3.085861   5
#> 42  633.5620   3.728244   5
#> 43  918.3869   2.713880   5
#> 44  780.0535   2.637697   5
#> 45  634.9502   2.854547   5
#> 46  633.7784   2.707490   5
#> 47  633.7935   3.227897   5
#> 48  646.6149   2.561022   5
#> 49  731.7431   2.623103   5
#> 50  634.6183   2.865730   5
#> 51  637.2589   2.562105   5
#> 52  661.0279   2.642793   5
#> 53  921.5716   2.589990   5
#> 54  661.4953   2.962081   5
#> 55  654.6542   2.630493   5
#> 56  872.3008   3.924263   5
#> 57  504.9200   2.934644   5
#> 58  808.1790   2.585712   5
#> 59  807.1728   2.507699   5
#> 60  770.7443   3.417529   5
#> 61  695.0473   2.992325   5
#> 62  707.6699   2.825826   5
#> 63  713.6319   2.967708   5
#> 64  710.7297   3.667443   5
#> 65  716.1619   2.656253   5
#> 66  697.9473   3.216845   5
#> 67  699.7900   2.923523   5
#> 68  728.1792   2.741383   5
#> 69  884.2679   3.124213   5
#> 70  707.8138   2.643616   5
#> 71  735.5091   2.588772   5
#> 72  705.9316   4.242006   5
#> 73  692.6280   3.494259   5
#> 74  816.1575   2.707263   5
#> 75  816.9519   2.690018   5
#> 76  852.2164   3.944239   5
#> 77  711.2306   2.827941   5
#> 78  700.4785   2.597819   5
#> 79  729.4202   2.804439   5
#> 80  691.9661   2.861253   5
#> 81  699.3987   2.533139   5
#> 82  701.5245   3.189435   5
#> 83  696.5590   2.500694   5
#> 84  700.2980   2.615743   5
#> 85  694.0782   2.592468   5
#> 86  694.5993   2.775424   5
#> 87  694.1077   2.818850   5
#> 88  747.5956   2.509839   5
#> 89  695.4229   2.560064   5
#> 90  712.1102   2.526970   5
#> 91  713.0813   2.533177   5
#> 92  780.0612   3.019372   5
#> 93  737.4404   2.907287   5
#> 94  706.0355   2.626829   5
#> 95  717.4585   3.644928   5
#> 96  776.9096   3.494708   5
#> 97  706.0861   2.727851   5
#> 98  723.5600   2.720401   5
#> 99  706.7570   2.949159   5
#> 100 705.8955   2.594644   5
#> 101 819.7736   2.533057   5
#> 102 707.6427   3.014097   5
#> 103 863.0533   2.834626   5
#> 104 693.7567   2.642018   5
#> 105 998.0685   3.178257   5
#> 106 738.4324   3.326517   5
#> 107 786.1521   2.527035   5
#> 108 738.7696   2.606253   5
#> 109 738.8215   2.650037   5
#> 110 814.9407   2.645984   5
#> 111 739.9564   3.264329   5
#> 112 775.1873   2.623531   5
#> 113 738.3558   2.592523   5
#> 114 739.6259   3.432963   5
#> 115 738.3467   2.751742   5
#> 116 777.8950   2.522651   5
#> 117 740.0101   2.803893   5
#> 118 739.8662   2.914956   5
#> 119 738.4716   3.534428   5
#> 120 762.0041   2.510292   5
#> 121 791.3157   2.543360   5
#> 122 756.7105   3.522690   5
#> 123 740.1503   3.039354   5
#> 124 738.4637   3.105441   5
#> 125 738.4634   3.578477   5
#> 126 904.8444   2.892447   5
#> 127 740.2630   2.829696   5
#> 128 738.4045   2.568277   5
#> 129 738.9857   2.948511   5
#> 130 824.5933   2.732382   5
#> 131 738.4420   2.502388   5
#> 132 749.5456   2.511585   5
#> 133 744.9041   2.807552   5
#> 134 760.3678   2.559864   5
#> 135 963.5023   3.148501   5
#> 136 738.2961   2.634952   5
#> 137 836.2283   3.821999   5
#> 138 745.3981   2.969777   5
#> 139 738.3595   2.620240   5
#> 140 828.6488   4.252195   5
#> 141 739.7690   2.552454   5
#> 142 730.2888   2.882091   5
#> 143 728.0894   2.516244   5
#> 144 726.8367   2.643548   5
#> 145 726.7721   3.394325   5
#> 146 728.7018   3.178492   5
#> 147 797.5256   2.551231   5
#> 148 698.3499   2.547301   5
#> 149 698.7761   2.887627   5
#> 150 744.7963   2.685741   5
#> 151 735.3075   2.849898   5
#> 152 843.2674   2.831848   5
#> 153 957.5788   3.156128   5
#> 154 957.0113   3.261137   5
#> 155 643.6766   3.766871   5
#> 156 669.6470   2.507471   5
#> 157 678.4398   3.028899   5
#> 158 715.5275   2.726530   5
#> 159 710.9027   2.622493   5
#> 160 631.1495   2.644935   5
#> 161 616.7362   2.687607   5
#> 162 632.2514   2.806382   5
#> 163 615.6755   3.285668   5
#> 164 784.3846   2.890705   5
#> 165 679.9514   2.730293   5
#> 166 952.3883   3.524213   5
#> 167 584.6248   2.565083   5
#> 168 586.6270   3.736707   5
#> 169 590.7045   2.545287   5
#> 170 586.1391   3.594992   5
#> 171 593.4947   2.521324   5
#> 172 690.7744   3.663857   5
#> 173 633.4373   3.053217   5
#> 174 776.0779   2.605921   5
#> 175 666.7748   3.057048   5
#> 176 586.7635   3.075578   5
#> 177 586.3388   2.661652   5
#> 178 588.6938   2.641747   5
#> 179 592.5083   4.167541   5
#> 180 773.4230   2.686041   5
#> 181 584.5938   2.576607   5
#> 182 709.2647   2.565477   5
#> 183 598.4011   2.716550   5
#> 184 749.7464   3.346620   5
#> 185 535.6533   2.590267   5
#> 186 549.2776   2.648255   5
#> 187 535.6612   2.605163   5
#> 188 555.1981   2.843724   5
#> 189 535.6809   2.622871   5
#> 190 725.3019   2.621452   5
#> 191 544.1808   2.645314   5
#> 192 539.7054   2.500015   5
#> 193 871.4599   2.872362   5
#> 194 536.9021   4.539541   5
#> 195 892.7066   2.666408   5
#> 196 652.9772   2.586587   5
#> 197 668.4145   2.789930   5
#> 198 542.5958   3.268530   5
#> 199 778.4003   2.516780   5
#> 200 725.3109   3.892112   5
#> 201 767.5927   2.814953   5
#> 202 963.4440   2.633267   5
#> 203 703.0328   3.168451   5
#> 204 854.9703   2.597095   5
#> 205 701.9180   3.294120   5
#> 206 702.0462   2.676012   5
#> 207 706.9343   2.947740   5
#> 
#> [[7]]
#>          ts magnitudes gen
#> 1  597.8733   2.513181   6
#> 2  921.0542   3.817396   6
#> 3  630.9902   3.226884   6
#> 4  636.7044   3.200574   6
#> 5  762.9282   3.217900   6
#> 6  669.4262   5.343995   6
#> 7  634.4013   3.014004   6
#> 8  634.7051   3.763035   6
#> 9  663.2479   2.753428   6
#> 10 635.0244   2.741618   6
#> 11 743.6418   2.664793   6
#> 12 634.5080   2.757432   6
#> 13 634.2531   2.829068   6
#> 14 634.1955   2.898442   6
#> 15 634.7292   3.243360   6
#> 16 635.7624   2.592738   6
#> 17 653.3096   2.594449   6
#> 18 634.3180   2.660195   6
#> 19 636.0901   2.651205   6
#> 20 635.9514   2.766858   6
#> 21 637.5875   2.748773   6
#> 22 634.4555   2.711303   6
#> 23 668.5632   3.062012   6
#> 24 634.2207   3.012746   6
#> 25 787.5801   3.406178   6
#> 26 959.0007   2.632757   6
#> 27 634.2028   3.815467   6
#> 28 786.4451   4.778867   6
#> 29 634.1988   3.434780   6
#> 30 646.9970   2.645989   6
#> 31 989.9154   2.891161   6
#> 32 848.4560   2.779453   6
#> 33 678.3327   2.731561   6
#> 34 646.6947   3.237828   6
#> 35 635.0840   2.863649   6
#> 36 634.5507   3.241075   6
#> 37 650.2689   3.065556   6
#> 38 634.7722   2.771931   6
#> 39 634.5664   2.825714   6
#> 40 634.9044   2.851624   6
#> 41 643.1843   2.500844   6
#> 42 636.2645   2.715163   6
#> 43 673.9779   2.626637   6
#> 44 878.3522   3.674897   6
#> 45 873.2202   2.558749   6
#> 46 722.1090   3.366874   6
#> 47 706.5510   3.292590   6
#> 48 712.7478   2.651925   6
#> 49 716.1589   2.505844   6
#> 50 706.0456   2.878997   6
#> 51 852.2737   2.567017   6
#> 52 856.0998   3.293034   6
#> 53 855.0383   4.222315   6
#> 54 882.4031   2.779896   6
#> 55 818.1158   2.647492   6
#> 56 776.9940   4.100631   6
#> 57 780.8003   3.103136   6
#> 58 738.4913   2.966365   6
#> 59 757.2091   3.016056   6
#> 60 776.9103   2.910143   6
#> 61 756.9352   2.500647   6
#> 62 739.0533   2.630748   6
#> 63 750.9625   2.787558   6
#> 64 925.5740   2.890863   6
#> 65 843.6651   2.679395   6
#> 66 831.0461   2.539740   6
#> 67 755.4991   2.659045   6
#> 68 943.1901   2.835379   6
#> 69 643.6969   2.748910   6
#> 70 649.3497   3.109362   6
#> 71 680.0514   2.760684   6
#> 72 621.6994   2.632438   6
#> 73 586.7451   2.527174   6
#> 74 588.4584   3.498931   6
#> 75 691.9005   2.760622   6
#> 76 664.7132   2.824065   6
#> 77 675.1173   2.819215   6
#> 78 593.0111   2.995123   6
#> 79 592.8156   2.805176   6
#> 80 593.3673   2.791659   6
#> 81 605.4030   2.516930   6
#> 82 769.4543   2.618419   6
#> 83 749.7759   2.555166   6
#> 84 756.8000   3.052428   6
#> 85 540.2531   3.918556   6
#> 86 537.9343   3.921880   6
#> 87 944.4184   2.890431   6
#> 88 725.6675   2.649234   6
#> 89 726.5920   3.014398   6
#> 90 703.1794   2.828498   6
#> 
#> [[8]]
#>          ts magnitudes gen
#> 1  921.0547   2.600348   7
#> 2  727.7226   2.854493   7
#> 3  669.4949   2.647177   7
#> 4  683.9688   2.501827   7
#> 5  669.4783   2.541863   7
#> 6  682.4153   2.849730   7
#> 7  670.5754   4.816348   7
#> 8  684.2569   2.900965   7
#> 9  674.6906   2.739368   7
#> 10 669.8502   3.174494   7
#> 11 669.8410   2.941804   7
#> 12 849.3146   2.810805   7
#> 13 669.4774   3.679172   7
#> 14 714.4535   4.106575   7
#> 15 672.3624   2.780855   7
#> 16 728.8322   2.997959   7
#> 17 669.6488   2.693097   7
#> 18 674.5076   5.246541   7
#> 19 669.5918   2.855553   7
#> 20 669.6028   3.453823   7
#> 21 676.7270   2.779931   7
#> 22 670.3421   2.500057   7
#> 23 841.8670   2.506568   7
#> 24 669.6994   2.618949   7
#> 25 720.3593   3.834685   7
#> 26 672.6225   2.549068   7
#> 27 671.2334   2.814078   7
#> 28 702.5242   2.854100   7
#> 29 669.4290   2.896341   7
#> 30 669.8024   4.512887   7
#> 31 669.7440   3.194444   7
#> 32 678.1001   3.112783   7
#> 33 636.2250   2.576491   7
#> 34 636.2882   3.338060   7
#> 35 644.6156   2.501855   7
#> 36 787.3580   2.803376   7
#> 37 788.5084   2.623223   7
#> 38 908.9164   2.920696   7
#> 39 805.8018   2.538028   7
#> 40 786.6955   2.794744   7
#> 41 788.9775   2.566712   7
#> 42 799.3252   2.553967   7
#> 43 786.5340   2.668480   7
#> 44 911.5514   2.738990   7
#> 45 794.2811   2.515054   7
#> 46 786.4722   3.051785   7
#> 47 786.5417   3.351419   7
#> 48 797.0784   2.730949   7
#> 49 686.9531   2.521036   7
#> 50 635.1155   3.498498   7
#> 51 824.6413   3.494607   7
#> 52 634.6883   3.318510   7
#> 53 879.0181   2.592705   7
#> 54 917.3732   2.693371   7
#> 55 906.3597   2.849582   7
#> 56 717.6044   3.333821   7
#> 57 929.3672   3.589117   7
#> 58 864.3864   3.617679   7
#> 59 862.6454   2.657553   7
#> 60 899.9927   3.092731   7
#> 61 971.6349   2.548491   7
#> 62 856.7066   3.087805   7
#> 63 777.2576   4.028476   7
#> 64 961.0890   4.538449   7
#> 65 760.3563   2.891652   7
#> 66 739.2302   2.601644   7
#> 67 707.4545   3.558695   7
#> 68 779.9497   2.871710   7
#> 69 540.3883   2.564587   7
#> 70 543.8766   2.543363   7
#> 71 537.9607   2.546940   7
#> 72 541.2207   2.526234   7
#> 
#> [[9]]
#>          ts magnitudes gen
#> 1  755.2484   2.594951   8
#> 2  671.7168   2.645522   8
#> 3  670.5896   2.686834   8
#> 4  874.9255   2.906223   8
#> 5  670.9892   3.252162   8
#> 6  736.4747   2.642800   8
#> 7  836.5034   2.796330   8
#> 8  673.2040   2.756524   8
#> 9  671.1557   2.925019   8
#> 10 671.2970   2.649386   8
#> 11 748.1692   3.369616   8
#> 12 849.6210   2.526225   8
#> 13 674.2639   2.761257   8
#> 14 714.7053   2.607114   8
#> 15 896.9045   2.549207   8
#> 16 672.5789   3.100802   8
#> 17 871.4529   3.650202   8
#> 18 674.6651   4.407365   8
#> 19 686.2914   2.515915   8
#> 20 734.2743   2.530211   8
#> 21 680.1977   2.543246   8
#> 22 674.6580   2.879405   8
#> 23 697.7013   3.415083   8
#> 24 675.5469   2.738906   8
#> 25 675.6858   3.103479   8
#> 26 675.6299   2.533882   8
#> 27 680.2657   2.770451   8
#> 28 733.4170   2.511907   8
#> 29 680.0404   3.207059   8
#> 30 674.6242   2.532638   8
#> 31 689.2221   3.339795   8
#> 32 773.5045   3.492172   8
#> 33 679.4214   2.520894   8
#> 34 676.0278   3.785374   8
#> 35 676.2607   2.516663   8
#> 36 674.7519   3.006431   8
#> 37 681.2441   2.743242   8
#> 38 758.3061   3.131328   8
#> 39 682.3264   2.631329   8
#> 40 674.5693   3.287894   8
#> 41 832.0298   3.166416   8
#> 42 674.6577   2.763826   8
#> 43 674.7288   4.004609   8
#> 44 782.5854   2.901075   8
#> 45 682.4851   3.196722   8
#> 46 684.2105   3.205356   8
#> 47 695.1607   2.782939   8
#> 48 677.0189   2.882367   8
#> 49 683.5719   3.214682   8
#> 50 676.5371   2.962925   8
#> 51 669.8465   3.009299   8
#> 52 686.7989   2.763197   8
#> 53 689.3450   3.138826   8
#> 54 674.9421   3.137830   8
#> 55 676.7961   3.397165   8
#> 56 735.0537   2.582626   8
#> 57 808.4622   2.600653   8
#> 58 849.5174   2.728024   8
#> 59 672.5825   2.786203   8
#> 60 678.1379   4.093537   8
#> 61 826.6619   4.806888   8
#> 62 890.5113   3.157425   8
#> 63 906.8092   3.508465   8
#> 64 717.8047   2.612348   8
#> 65 733.8308   4.182559   8
#> 66 840.6288   4.159144   8
#> 67 777.3090   3.032999   8
#> 68 976.7854   3.577305   8
#> 69 961.4173   2.511979   8
#> 70 961.4607   2.807415   8
#> 71 961.2638   2.572468   8
#> 72 969.6836   2.613290   8
#> 73 961.2209   2.912400   8
#> 74 708.4586   2.831250   8
#> 75 707.6112   2.774992   8
#> 
#> [[10]]
#>          ts magnitudes gen
#> 1  920.1948   3.032300   9
#> 2  875.4051   3.112464   9
#> 3  703.1797   3.901556   9
#> 4  761.8070   2.578357   9
#> 5  731.5750   3.565841   9
#> 6  680.4182   3.546585   9
#> 7  787.0880   3.232163   9
#> 8  728.5498   2.512478   9
#> 9  696.3998   2.735507   9
#> 10 697.1498   2.722901   9
#> 11 832.4326   2.523033   9
#> 12 674.7493   3.855406   9
#> 13 788.9428   2.785436   9
#> 14 919.7625   4.063732   9
#> 15 729.4730   3.015689   9
#> 16 852.9581   2.770202   9
#> 17 678.2907   3.363089   9
#> 18 829.3453   2.654552   9
#> 19 827.0678   4.104884   9
#> 20 866.4806   2.505144   9
#> 21 845.5772   3.137883   9
#> 22 829.4596   2.837814   9
#> 23 828.5672   2.686787   9
#> 24 830.7580   3.033665   9
#> 25 733.8574   2.640940   9
#> 26 735.2410   2.654734   9
#> 27 840.8574   2.806840   9
#> 28 843.2806   2.886635   9
#> 29 980.6157   2.753246   9
#> 30 993.8675   2.778183   9
#> 31 990.8678   3.270461   9
#> 32 961.5106   3.932633   9
#> 33 723.9356   2.649557   9
#> 
#> [[11]]
#>          ts magnitudes gen
#> 1  703.4900   3.289867  10
#> 2  741.1942   2.508897  10
#> 3  789.3035   3.861771  10
#> 4  676.6190   2.563202  10
#> 5  723.0256   2.786287  10
#> 6  923.2806   3.502405  10
#> 7  828.0383   2.768622  10
#> 8  827.2656   2.680983  10
#> 9  971.6426   3.357252  10
#> 10 842.7148   2.534281  10
#> 11 846.1127   2.571600  10
#> 12 735.5421   3.208142  10
#> 13 983.9866   2.596019  10
#> 
#> [[12]]
#>         ts magnitudes gen
#> 1 826.1172   2.835200  11
#> 2 793.1724   2.744385  11
#> 3 828.0846   3.051324  11
#> 4 976.9481   3.053481  11
#> 5 735.6028   2.990437  11
#>