Fitting a spatiotemporal model and deriving an abundance index
March 11 2024
B-gam-sdmTMB-example.RmdAdapted from Lewis Barnett’s sdmTMB tutorial for the Fisheries Survey Course at UW: GitHub pbs-assess/sdmTMB-teaching 2023-02-14
Goals of the original exercise
- Practice fitting a basic spatiotemporal model.
- Understand how to inspect the model output.
- Practice predicting from the model on new data and making visualizations of those predictions.
- Gain familiarity with fitting, comparing and interpreting different random field structures.
- Calculate an area-weighted biomass index and compare how model structure can impact an index.
Our goals for this vignette:
- Fit a GAM and obtain an area-weighted biomass index
- Fit a basic spatiotemporal model (a GLMM!) using sdmTMB and compare GAM to GLMM
# install.packages("INLA", repos = c(getOption("repos"), INLA = "https://inla.r-inla-download.org/R/stable"), dependencies = TRUE)
#library(remotes)
#remotes::install_github("pbs-assess/sdmTMB", dependencies = TRUE)
PKG <- c(
"sdmTMB", # install.packages("sdmTMB", dependencies = TRUE)
"mgcv",
"gratia",
"visreg",
"gstat",
"dplyr",
"ggplot2",
"INLA",
"prediction",
"inlabru",
"purrr")
for (p in PKG) {
# if(!require(p,character.only = TRUE)) {
# install.packages(p)
require(p,character.only = TRUE)}
# }
options(ggplot2.continuous.colour = "viridis")
options(ggplot2.continuous.fill = "viridis")
theme_set(theme_light())Check your system:
sessionInfo()
#> R version 4.3.1 (2023-06-16 ucrt)
#> Platform: x86_64-w64-mingw32/x64 (64-bit)
#> Running under: Windows 10 x64 (build 19045)
#>
#> Matrix products: default
#>
#>
#> locale:
#> [1] LC_COLLATE=English_United States.utf8
#> [2] LC_CTYPE=English_United States.utf8
#> [3] LC_MONETARY=English_United States.utf8
#> [4] LC_NUMERIC=C
#> [5] LC_TIME=English_United States.utf8
#>
#> time zone: America/Los_Angeles
#> tzcode source: internal
#>
#> attached base packages:
#> [1] stats graphics grDevices utils datasets methods base
#>
#> other attached packages:
#> [1] purrr_1.0.2 inlabru_2.10.1 fmesher_0.1.5 prediction_0.3.14
#> [5] ggplot2_3.5.0 dplyr_1.1.4 gstat_2.1-1 visreg_2.7.0
#> [9] gratia_0.8.2 mgcv_1.9-1 nlme_3.1-164 sdmTMB_0.4.3
#>
#> loaded via a namespace (and not attached):
#> [1] gtable_0.3.4 xfun_0.42 bslib_0.6.1 lattice_0.22-5
#> [5] vctrs_0.6.5 tools_4.3.1 generics_0.1.3 proxy_0.4-27
#> [9] tibble_3.2.1 spacetime_1.3-1 fansi_1.0.6 xts_0.13.2
#> [13] pkgconfig_2.0.3 KernSmooth_2.23-22 Matrix_1.6-5 data.table_1.15.2
#> [17] desc_1.4.3 assertthat_0.2.1 lifecycle_1.0.4 compiler_4.3.1
#> [21] stringr_1.5.1 FNN_1.1.4 textshaping_0.3.7 munsell_0.5.0
#> [25] class_7.3-22 htmltools_0.5.7 sass_0.4.8 yaml_2.3.8
#> [29] pillar_1.9.0 pkgdown_2.0.7 jquerylib_0.1.4 tidyr_1.3.1
#> [33] classInt_0.4-10 cachem_1.0.8 tidyselect_1.2.0 digest_0.6.34
#> [37] stringi_1.8.3 sf_1.0-15 splines_4.3.1 fastmap_1.1.1
#> [41] grid_4.3.1 colorspace_2.1-0 cli_3.6.2 magrittr_2.0.3
#> [45] patchwork_1.2.0 utf8_1.2.4 e1071_1.7-14 withr_3.0.0
#> [49] scales_1.3.0 sp_2.1-3 rmarkdown_2.25 ragg_1.2.7
#> [53] zoo_1.8-12 mvnfast_0.2.8 memoise_2.0.1 evaluate_0.23
#> [57] knitr_1.45 rlang_1.1.3 Rcpp_1.0.12 glue_1.7.0
#> [61] DBI_1.2.2 rstudioapi_0.15.0 jsonlite_1.8.8 R6_2.5.1
#> [65] units_0.8-5 systemfonts_1.0.5 fs_1.6.3 intervals_0.15.4The data
We will work with CPUE data from yellowfin sole in the Eastern Bering Sea summer bottom trawl survey. This data is publicly available through FOSS.
Add UTM columns, log depth, and year as factor
dat <- add_utm_columns(dat,
ll_crs = 4326,
ll_names = c("longitude_dd_start", "latitude_dd_start"))
dat$log_depth <- log(dat$depth_m)
dat$year_factor <- as.factor(dat$year)
dat[,c("X","Y")]
#> X Y
#> 1 184.85278399 6404.914
#> 2 409.66490750 6430.689
#> 3 448.83980512 6278.197
#> 4 331.88136569 6505.247
#> 5 411.47951593 6391.906
#> 6 372.66018052 6540.580
#> 7 258.37151431 6624.104
#> 8 481.24129629 6576.616
#> 9 296.33568203 6396.376
#> 10 561.21128809 6242.316
#> 11 446.36895426 6501.131
#> 12 702.71775216 6458.219
#> 13 184.14211814 6329.106
#> 14 447.28744464 6393.263
#> 15 447.01981266 6503.019
#> 16 259.70116277 6437.682
#> 17 165.61087756 6422.996
#> 18 447.62379849 6316.594
#> 19 333.61822136 6619.426
#> 20 709.55434711 6283.431
#> 21 525.88310307 6205.028
#> 22 332.85353582 6507.722
#> 23 446.54249702 6427.823
#> 24 673.67818658 6248.287
#> 25 149.67833831 6557.122
#> 26 203.13824747 6345.017
#> 27 446.52773410 6354.409
#> 28 -16.67632881 6705.819
#> 29 296.13864274 6360.552
#> 30 409.24054277 6538.693
#> 31 564.64143530 6133.081
#> 32 408.56705050 6464.860
#> 33 562.07966178 6318.073
#> 34 523.53150374 6317.082
#> 35 595.43304563 6466.272
#> 36 223.94765055 6402.540
#> 37 672.80386965 6283.241
#> 38 524.32107090 6318.885
#> 39 221.83289385 6548.484
#> 40 485.05849581 6392.352
#> 41 77.77323817 6786.752
#> 42 781.92453390 6401.140
#> 43 856.33406566 6410.052
#> 44 279.11527486 6303.108
#> 45 748.80934118 6471.943
#> 46 447.67686513 6428.106
#> 47 448.03189659 6392.899
#> 48 406.09913887 6577.867
#> 49 483.19124942 6465.301
#> 50 707.55346475 6433.550
#> 51 150.87820829 6705.609
#> 52 278.31553970 6417.471
#> 53 17.62643754 6833.015
#> 54 374.12509858 6356.211
#> 55 558.07405097 6464.849
#> 56 597.18622162 6355.953
#> 57 411.01618949 6317.234
#> 58 336.93763238 6692.114
#> 59 110.16506205 6707.925
#> 60 184.98921950 6591.689
#> 61 37.98014927 6755.506
#> 62 185.96584423 6329.673
#> 63 337.50200618 6283.149
#> 64 599.40161688 6133.257
#> 65 336.14024858 6321.177
#> 66 205.19563128 6419.236
#> 67 168.86384385 6426.655
#> 68 709.03613067 6399.355
#> 69 371.73253656 6616.689
#> 70 185.02847934 6476.365
#> 71 334.08846745 6358.746
#> 72 185.67173329 6629.722
#> 73 602.07668457 6134.342
#> 74 37.65292650 6642.175
#> 75 743.96010509 6398.128
#> 76 297.62676670 6358.457
#> 77 447.26519057 6542.267
#> 78 169.65197289 6342.023
#> 79 147.43644350 6370.917
#> 80 114.96379011 6783.644
#> 81 745.92303015 6437.153
#> 82 296.86945449 6318.878
#> 83 274.85878385 6377.843
#> 84 522.11582766 6352.867
#> 85 298.50456105 6693.210
#> 86 520.95002033 6354.117
#> 87 635.93241802 6172.831
#> 88 372.14657613 6469.616
#> 89 183.59067966 6476.189
#> 90 370.74265273 6580.790
#> 91 407.13834603 6613.146
#> 92 297.19673771 6358.044
#> 93 633.42712971 6207.853
#> 94 114.61065912 6783.709
#> 95 559.97893696 6279.686
#> 96 820.47123808 6368.262
#> 97 486.30390344 6280.978
#> 98 526.80382972 6205.142
#> 99 333.99267925 6619.109
#> 100 410.33885919 6428.083
#> 101 783.09513745 6362.256
#> 102 894.03688243 6446.971
#> 103 56.85666676 6656.743
#> 104 483.63977504 6576.592
#> 105 520.17106301 6539.084
#> 106 519.29174717 6502.056
#> 107 748.69891385 6252.833
#> 108 222.81775539 6622.695
#> 109 561.93492491 6171.109
#> 110 560.07833127 6319.212
#> 111 259.61595878 6325.730
#> 112 110.64996952 6561.043
#> 113 94.34334240 6656.718
#> 114 709.19789446 6286.663
#> 115 783.85833213 6289.060
#> 116 110.95202964 6709.855
#> 117 184.79106873 6405.541
#> 118 187.75680508 6366.338
#> 119 222.59045560 6400.492
#> 120 -35.33244692 6728.544
#> 121 634.64141622 6505.935
#> 122 410.43727446 6392.091
#> 123 260.90504690 6697.251
#> 124 297.28067003 6621.959
#> 125 446.29104303 6428.957
#> 126 703.04062214 6457.134
#> 127 521.32236110 6467.079
#> 128 221.95172747 6698.396
#> 129 334.36613172 6393.711
#> 130 597.52816102 6357.601
#> 131 520.26299671 6501.281
#> 132 183.08815283 6591.167
#> 133 296.38348439 6621.150
#> 134 371.56739935 6470.087
#> 135 260.40875560 6324.345
#> 136 445.86154962 6576.665
#> 137 445.80234030 6465.591
#> 138 747.05268809 6290.768
#> 139 260.92279496 6285.846
#> 140 670.27255390 6208.778
#> 141 165.44703364 6388.166
#> 142 896.23466104 6409.576
#> 143 522.76665904 6393.634
#> 144 600.34179253 6169.467
#> 145 524.50651225 6244.810
#> 146 147.93941867 6372.047
#> 147 598.59841307 6242.826
#> 148 596.57641806 6354.741
#> 149 483.16896240 6577.060
#> 150 855.16061744 6439.875
#> 151 747.52402383 6250.894
#> 152 637.05160327 6170.736
#> 153 856.45093677 6333.752
#> 154 485.26482438 6426.531
#> 155 708.45679512 6400.036
#> 156 221.43506250 6401.974
#> 157 335.13199241 6504.754
#> 158 671.40647329 6430.186
#> 159 113.39175053 6671.963
#> 160 -139.07029708 6857.335
#> 161 95.15999539 6693.467
#> 162 596.44432273 6463.830
#> 163 222.21044807 6511.641
#> 164 893.30564615 6446.371
#> 165 187.21144764 6703.199
#> 166 222.47199029 6550.847
#> 167 408.69121308 6581.465
#> 168 597.43683430 6241.969
#> 169 819.08838889 6481.115
#> 170 112.30329262 6672.562
#> 171 223.77399660 6439.197
#> 172 597.87770925 6242.927
#> 173 221.95554284 6514.226
#> 174 223.07422677 6589.358
#> 175 186.82080223 6665.709
#> 176 597.90920807 6354.856
#> 177 448.48912968 6390.955
#> 178 5.71887473 6798.128
#> 179 148.34532446 6480.556
#> 180 411.64923942 6280.624
#> 181 260.06975178 6623.117
#> 182 745.80673370 6321.568
#> 183 373.46205250 6394.016
#> 184 707.92227334 6248.182
#> 185 794.57807352 6471.610
#> 186 671.34292428 6358.262
#> 187 673.15084675 6468.086
#> 188 200.82103042 6382.360
#> 189 525.33150883 6244.628
#> 190 371.20130723 6688.770
#> 191 97.19877808 6691.187
#> 192 202.22251921 6310.656
#> 193 446.90810040 6465.493
#> 194 411.90941097 6244.240
#> 195 556.82424326 6542.719
#> 196 148.74243130 6632.282
#> 197 895.79565541 6373.453
#> 198 57.39681495 6696.467
#> 199 299.02376206 6546.784
#> 200 183.28568696 6478.866
#> 201 35.98322022 6605.996
#> 202 559.48880088 6206.379
#> 203 185.91569477 6365.470
#> 204 -34.98404064 6725.234
#> 205 147.61758071 6554.895
#> 206 333.28405434 6471.876
#> 207 708.87223364 6364.374
#> 208 280.47406744 6340.859
#> 209 147.99903949 6629.813
#> 210 334.95691094 6579.186
#> 211 112.48544245 6709.110
#> 212 74.68497017 6676.967
#> 213 408.64479513 6502.646
#> 214 221.64633583 6290.673
#> 215 672.79353317 6245.844
#> 216 447.78377243 6355.016
#> 217 73.12649079 6414.335
#> 218 336.40068009 6281.844
#> 219 94.03223093 6692.568
#> 220 13.66329587 6696.480
#> 221 600.08002651 6135.746
#> 222 0.32545236 6835.375
#> 223 599.02027046 6245.464
#> 224 92.70037094 6692.417
#> 225 410.76081186 6317.852
#> 226 223.30337987 6623.598
#> 227 111.56700272 6485.375
#> 228 446.50394308 6541.424
#> 229 223.15121113 6362.957
#> 230 524.24526606 6316.268
#> 231 520.10604243 6539.429
#> 232 410.13238336 6393.787
#> 233 638.21631316 6393.733
#> 234 3.61453858 6909.834
#> 235 -32.48747564 6803.333
#> 236 598.08203311 6283.375
#> 237 525.76630196 6282.444
#> 238 148.23219128 6481.830
#> 239 184.06537678 6440.593
#> 240 221.85507932 6399.967
#> 241 166.02235920 6426.260
#> 242 709.71800946 6247.803
#> 243 895.01715430 6409.193
#> 244 447.97475789 6320.300
#> 245 486.14055761 6391.847
#> 246 224.14661528 6699.126
#> 247 743.95211551 6364.165
#> 248 258.32783934 6472.333
#> 249 522.95739827 6427.636
#> 250 203.03362930 6309.530
#> 251 279.79185063 6303.921
#> 252 185.88990971 6590.118
#> 253 557.79688404 6541.968
#> 254 600.73605095 6170.791
#> 255 525.43510099 6279.268
#> 256 294.55854908 6655.220
#> 257 334.45496651 6545.202
#> 258 783.16447210 6439.778
#> 259 447.00826345 6464.883
#> 260 445.53948291 6575.839
#> 261 481.75549129 6575.266
#> 262 165.58359000 6386.887
#> 263 445.76949664 6463.670
#> 264 598.05010149 6244.925
#> 265 55.42231036 6698.529
#> 266 185.95433087 6626.322
#> 267 484.85893665 6393.377
#> 268 597.49892302 6355.213
#> 269 450.66091976 6170.930
#> 270 110.83473037 6333.494
#> 271 857.14781212 6368.523
#> 272 223.52708282 6289.312
#> 273 332.27921480 6579.210
#> 274 277.13669176 6416.042
#> 275 373.35999956 6321.231
#> 276 671.83185263 6250.699
#> 277 632.83637396 6432.294
#> 278 558.62889846 6428.231
#> 279 517.54623069 6532.835
#> 280 147.77477049 6370.372
#> 281 489.01671995 6132.752
#> 282 373.20343502 6281.898
#> 283 41.89785870 6793.272
#> 284 72.85207489 6564.564
#> 285 258.39767935 6582.869
#> 286 259.47282201 6623.950
#> 287 782.63197039 6439.452
#> 288 894.76022200 6449.377
#> 289 147.37624883 6443.241
#> 290 260.09549665 6624.562
#> 291 279.22357825 6305.119
#> 292 635.95742971 6463.617
#> 293 481.61484103 6577.604
#> 294 373.09731992 6357.126
#> 295 710.33939491 6322.857
#> 296 524.09439527 6318.494
#> 297 55.78928089 6697.141
#> 298 371.16942236 6691.242
#> 299 222.63564278 6624.050
#> 300 185.38060571 6629.517
#> 301 147.65939965 6593.513
#> 302 523.17552362 6390.857
#> 303 745.99871830 6286.452
#> 304 446.45405331 6539.452
#> 305 223.69107758 6698.719
#> 306 42.29347380 6791.664
#> 307 370.74328217 6614.542
#> 308 203.09058723 6344.945
#> 309 856.84570820 6371.969
#> 310 259.53089494 6511.867
#> 311 410.97153658 6358.075
#> 312 672.01767314 6432.409
#> 313 110.47663982 6449.942
#> 314 410.68387804 6354.266
#> 315 1.56406758 6837.124
#> 316 112.01381484 6747.439
#> 317 238.85401383 6344.810
#> 318 261.39449736 6693.060
#> 319 148.17447310 6590.941
#> 320 148.17300372 6483.461
#> 321 148.74470156 6776.087
#> 322 447.92296540 6353.461
#> 323 223.62680541 6551.680
#> 324 221.76600195 6514.139
#> 325 72.97484655 6565.608
#> 326 598.55141083 6168.847
#> 327 183.71901817 6553.327
#> 328 556.11042915 6579.907
#> 329 372.31646383 6355.225
#> 330 482.69755212 6467.442
#> 331 410.14559197 6355.240
#> 332 275.97236484 6415.196
#> 333 297.15115273 6506.275
#> 334 -33.80450021 6841.395
#> 335 782.87856151 6328.609
#> 336 633.95636670 6395.889
#> 337 485.03795980 6430.698
#> 338 558.90552044 6317.843
#> 339 449.80974665 6242.652
#> 340 53.62902724 6621.866
#> 341 2.27759987 6759.070
#> 342 147.37457027 6520.240
#> 343 370.43207449 6577.899
#> 344 335.50432613 6355.919
#> 345 -35.69925542 6727.525
#> 346 260.03278004 6400.734
#> 347 187.88311023 6700.187
#> 348 522.94503663 6356.765
#> 349 20.13963973 6662.391
#> 350 445.86854878 6600.258
#> 351 671.75437667 6394.747
#> 352 634.25732444 6468.741
#> 353 281.27945497 6343.491
#> 354 111.50063036 6446.182
#> 355 412.55049082 6243.354
#> 356 331.23109022 6582.751
#> 357 259.18792393 6363.305
#> 358 333.83803169 6468.118
#> 359 111.78520525 6598.215
#> 360 374.22766878 6244.704
#> 361 259.55688421 6658.304
#> 362 185.09915657 6591.658
#> 363 335.74385676 6396.738
#> 364 336.49583934 6288.032
#> 365 148.30465111 6408.264
#> 366 636.29102950 6281.736
#> 367 483.85905379 6540.829
#> 368 446.10116602 6501.495
#> 369 487.65820042 6244.499
#> 370 530.64411850 6137.519
#> 371 373.87863234 6284.977
#> 372 370.93553312 6580.687
#> 373 334.38893412 6431.047
#> 374 -32.82641260 6838.361
#> 375 335.51517692 6284.717
#> 376 147.34229229 6443.596
#> 377 111.56298470 6596.353
#> 378 93.25997306 6694.455
#> 379 488.56334804 6206.697
#> 380 74.94680123 6639.580
#> 381 594.17735922 6538.554
#> 382 0.74457137 6873.620
#> 383 520.32822253 6540.987
#> 384 259.33599662 6657.887
#> 385 79.21826617 6787.815
#> 386 638.58247283 6282.682
#> 387 260.23215457 6324.650
#> 388 519.29294124 6505.907
#> 389 297.88010664 6510.181
#> 390 111.39694151 6634.630
#> 391 707.66042426 6357.051
#> 392 635.38560362 6282.191
#> 393 186.17339410 6402.734
#> 394 335.12973477 6543.643
#> 395 185.34563798 6517.855
#> 396 296.18474264 6546.893
#> 397 371.98908223 6466.372
#> 398 224.33634505 6327.710
#> 399 601.92560135 6170.668
#> 400 76.50703736 6674.873
#> 401 526.01540991 6098.253
#> 402 521.02033036 6466.411
#> 403 857.88425762 6334.157
#> 404 634.19032339 6394.918
#> 405 259.02820218 6509.040
#> 406 748.84025878 6251.848
#> 407 334.08651901 6504.736
#> 408 408.84404697 6576.564
#> 409 559.42305258 6242.843
#> 410 148.56371165 6517.625
#> 411 222.52257168 6478.128
#> 412 373.19605034 6690.543
#> 413 222.76444573 6585.851
#> 414 148.77534643 6595.233
#> 415 0.02546194 6723.851
#> 416 566.16492431 6206.973
#> 417 296.24558372 6655.926
#> 418 746.87727924 6248.468
#> 419 375.50408145 6244.259
#> 420 259.24242748 6582.536
#> 421 412.30982765 6278.840
#> 422 147.41831228 6445.652
#> 423 110.96540499 6557.609
#> 424 335.28625444 6396.979
#> 425 562.50021886 6203.769
#> 426 527.23246456 6168.102
#> 427 10.10426821 6909.726
#> 428 485.79136078 6354.349
#> 429 558.90484467 6464.574
#> 430 297.76734943 6320.681
#> 431 562.58655579 6170.970
#> 432 302.35503225 6284.375
#> 433 857.47893801 6334.325
#> 434 55.72421508 6697.768
#> 435 373.13792836 6466.713
#> 436 150.39648242 6704.952
#> 437 783.07769557 6439.422
#> 438 746.65445516 6473.192
#> 439 1.03686465 6723.654
#> 440 148.37599629 6668.001
#> 441 238.69724028 6307.614
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#> 511 748.90058270 6250.946
#> 512 409.18815324 6465.412
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#> 515 637.21106428 6171.510
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#> 527 260.02991344 6621.048
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#> 530 819.85871983 6402.927
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#> 535 856.70555779 6407.212
#> 536 485.00305877 6429.743
#> 537 42.25836994 6868.091
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#> 539 597.41877140 6355.037
#> 540 222.42603236 6290.632
#> 541 279.19500027 6342.382
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#> 544 556.96823743 6578.002
#> 545 563.18929387 6131.090
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#> 549 296.37913140 6621.328
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#> 566 109.51109748 6522.924
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#> 578 634.12455305 6320.924
#> 579 600.82930506 6209.555
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#> 596 750.42981954 6473.785
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#> 599 184.88009422 6518.181
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#> 601 334.07442767 6471.639
#> 602 486.61062151 6242.181
#> 603 527.61932822 6207.652
#> 604 523.33561750 6242.260
#> 605 371.51041383 6610.758
#> 606 219.48322314 6698.911
#> 607 297.70550269 6506.972
#> 608 895.00661936 6410.378
#> 609 448.62954011 6280.614
#> 610 258.59834752 6435.679
#> 611 782.09173166 6475.018
#> 612 148.53448934 6594.570
#> 613 294.95919974 6658.488
#> 614 166.78360032 6424.479
#> 615 490.36742322 6062.328
#> 616 222.41399724 6698.090
#> 617 223.03879270 6663.014
#> 618 524.31755293 6172.367
#> 619 597.54332103 6354.183
#> 620 222.64665303 6514.833
#> 621 297.00513565 6432.167
#> 622 41.06147588 6829.783
#> 623 256.48570306 6400.886
#> 624 523.46683848 6392.893
#> 625 94.92703616 6655.943
#> 626 482.88979174 6501.118
#> 627 673.09213860 6244.287
#> 628 599.54300106 6208.658
#> 629 447.12586982 6356.708
#> 630 484.52767523 6392.830
#> 631 372.01790530 6431.857
#> 632 819.77083566 6405.567
#> 633 485.01545383 6392.165
#> 634 185.43508503 6591.911
#> 635 709.05056829 6395.682
#> 636 410.45834121 6393.931
#> 637 148.57448693 6741.366
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#> 640 744.61333320 6361.582
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#> 644 335.15595942 6692.208
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#> 655 220.82735505 6290.633
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#> 677 817.79766607 6481.177
#> 678 373.77658984 6690.694
#> 679 148.24624465 6443.480
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#> 681 446.43312530 6578.848
#> 682 261.28313151 6285.375
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#> 686 635.23805862 6318.142
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#> 693 482.26630485 6542.097
#> 694 782.61651736 6439.953
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#> 697 446.68791735 6391.265
#> 698 275.27443692 6379.384
#> 699 184.87773032 6368.083
#> 700 185.24674508 6554.765
#> 701 334.08897205 6467.810
#> 702 708.48370681 6397.050
#> 703 109.87712137 6373.318
#> 704 894.40330679 6446.578
#> 705 295.08400793 6321.816
#> 706 25.65081528 6699.740
#> 707 523.03691172 6355.942
#> 708 148.38572561 6369.190
#> 709 745.66251003 6400.313
#> 710 524.65686008 6277.219
#> 711 370.40001851 6354.500
#> 712 516.70626966 6502.879
#> 713 632.00803246 6169.420
#> 714 333.83179351 6505.316
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#> 716 296.55019204 6547.479
#> 717 42.00956172 6792.117
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#> 719 409.44916569 6428.109
#> 720 145.89446718 6519.647
#> 721 109.71666842 6523.230
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#> 724 296.40422175 6509.064
#> 725 259.44463800 6660.208
#> 726 645.97206617 6244.925
#> 727 557.09063508 6577.771
#> 728 149.53460458 6333.286
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#> 730 557.71293827 6505.083
#> 731 -69.81211273 6887.207
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#> 733 258.10229093 6325.600
#> 734 75.34492790 6675.429
#> 735 671.27333354 6395.708
#> 736 523.39082382 6353.196
#> 737 708.42724776 6398.075
#> 738 490.17956455 6094.224
#> 739 185.51230258 6552.023
#> 740 109.92560809 6447.716
#> 741 80.64188377 6787.362
#> 742 333.15743517 6504.304
#> 743 110.78735332 6486.274
#> 744 671.53744332 6396.015
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#> 746 221.80982687 6402.011
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#> 748 556.22470563 6578.261
#> 749 371.53140362 6469.038
#> 750 484.91497369 6357.188
#> 751 111.78604611 6598.390
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#> 759 334.19661949 6359.348
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#> 763 819.73645203 6404.966
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#> 768 673.16665862 6247.020
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#> 772 785.10760934 6365.895
#> 773 337.09913862 6285.149
#> 774 636.25671247 6170.144
#> 775 333.83934219 6579.253
#> 776 117.11217266 6731.638
#> 777 634.11649141 6319.275
#> 778 561.32989303 6324.928
#> 779 525.12678481 6242.660
#> 780 221.76870264 6362.536
#> 781 598.89313861 6280.628
#> 782 745.72942256 6398.388
#> 783 -109.49210510 6739.514
#> 784 371.39100603 6434.146
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#> 787 110.74642391 6635.674
#> 788 412.10019002 6279.610
#> 789 488.03434543 6244.178
#> 790 634.68567941 6320.413
#> 791 489.77314473 6060.808
#> 792 242.17135326 6420.303
#> 793 165.67277376 6387.187
#> 794 184.38214708 6514.567
#> 795 445.77422643 6541.697
#> 796 636.89797846 6245.638
#> 797 594.40807366 6542.735
#> 798 277.29852757 6414.850
#> 799 110.35293569 6709.452
#> 800 148.42642957 6519.731
#> 801 -30.70055576 6916.319
#> 802 370.62983418 6578.253
#> 803 239.09285568 6307.053
#> 804 55.42527690 6699.149
#> 805 110.32990200 6521.636
#> 806 599.44411295 6243.071
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#> 808 445.11297356 6577.561
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#> 812 94.63805312 6653.486
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#> 814 166.47650627 6389.359
#> 815 558.61625768 6354.610
#> 816 410.56684800 6353.320
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#> 818 145.72433815 6444.085
#> 819 239.49789834 6342.490
#> 820 13.99643272 6698.883
#> 821 151.44582187 6706.422
#> 822 526.43017854 6205.239
#> 823 708.37986605 6320.314
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#> 825 822.09133866 6366.859
#> 826 632.98336444 6390.562
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#> 828 38.41340249 6681.515
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#> 830 410.12208770 6615.535
#> 831 76.34207855 6751.726
#> 832 595.75291573 6428.658
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#> 834 525.53138101 6245.003
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#> 837 184.61071395 6329.307
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#> 839 596.98355606 6354.694
#> 840 637.27454050 6208.089
#> 841 297.14927222 6469.743
#> 842 408.37844444 6613.720
#> 843 559.20260460 6468.076
#> 844 633.29847739 6469.232
#> 845 560.21939603 6280.149
#> 846 205.60720576 6347.189
#> 847 298.02158807 6359.966
#> 848 182.47307384 6590.242
#> 849 600.51237756 6206.754
#> 850 635.24243552 6357.539
#> 851 819.61154360 6402.385
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#> 853 409.09572645 6503.014
#> 854 560.16071473 6390.211
#> 855 595.60524385 6502.663
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#> 866 147.05894049 6520.193
#> 867 259.45665155 6396.248
#> 868 183.78564571 6554.419
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#> 870 410.02075255 6354.162
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#> 872 481.86917013 6504.277
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#> 874 525.44493352 6170.799
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#> 884 297.59540942 6510.436
#> 885 371.72492346 6614.001
#> 886 783.55899929 6289.394
#> 887 260.35605033 6437.954
#> 888 54.96166372 6657.561
#> 889 784.50050022 6324.110
#> 890 784.88690761 6289.962
#> 891 490.40058877 6092.873
#> 892 522.53930655 6428.904
#> 893 708.53299660 6358.274
#> 894 94.26547211 6654.510
#> 895 296.67418344 6396.416
#> 896 221.63071462 6511.685
#> 897 297.06487205 6360.482
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#> 899 482.71375360 6501.598
#> 900 -34.09743039 6840.556
#> 901 636.17459128 6209.200
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#> 909 597.34342298 6319.455
#> 910 520.69599170 6540.959
#> 911 558.83207970 6541.060
#> 912 147.77133224 6629.461
#> 913 237.71656275 6381.666
#> 914 74.05172948 6599.710
#> 915 260.09561546 6550.567
#> 916 709.71488090 6395.220
#> 917 446.53690982 6468.011
#> 918 225.98734758 6698.563
#> 919 448.27551892 6282.378
#> 920 297.16526373 6360.099
#> 921 374.74832761 6578.909
#> 922 707.24489737 6432.159
#> 923 372.86915447 6392.758
#> 924 203.77896183 6383.664
#> 925 372.81559815 6282.600
#> 926 856.13140285 6406.521
#> 927 744.60130155 6435.287
#> 928 58.11216989 6695.204
#> 929 409.64151262 6503.622
#> 930 258.80535064 6508.890
#> 931 76.29450947 6751.655
#> 932 187.96693603 6329.108
#> 933 371.30266532 6508.339
#> 934 223.94977285 6697.507
#> 935 450.21913214 6133.650
#> 936 257.18302461 6398.913
#> 937 148.56850946 6704.438
#> 938 296.07399453 6656.250
#> 939 857.38563673 6334.113
#> 940 562.25311029 6244.210
#> 941 558.74295096 6393.993
#> 942 559.59954627 6391.835
#> 943 342.44540618 6619.858
#> 944 149.11414935 6704.236
#> 945 523.31275496 6392.205
#> 946 597.73237701 6319.632
#> 947 295.27812634 6658.024
#> 948 601.60962460 6170.889
#> 949 822.02417121 6294.875
#> 950 524.74049939 6355.086
#> 951 185.26507291 6479.714
#> 952 559.83168514 6356.283
#> 953 449.85478494 6316.149
#> 954 148.40060360 6743.456
#> 955 259.84434437 6620.799
#> 956 488.28652601 6202.812
#> 957 297.40396334 6619.001
#> 958 279.91356218 6418.026
#> 959 373.04397967 6616.259
#> 960 298.64724141 6694.516
#> 961 184.98049146 6476.530
#> 962 818.32106169 6442.687
#> 963 446.37704160 6576.250
#> 964 182.81620168 6516.622
#> 965 746.99914429 6249.572
#> 966 74.26776205 6563.583
#> 967 599.68755240 6206.453
#> 968 202.73277602 6421.448
#> 969 74.47483591 6674.862
#> 970 74.61856457 6599.036
#> 971 148.24254697 6557.646
#> 972 449.40616726 6318.883
#> 973 601.72363498 6244.646
#> 974 708.53067100 6358.663
#> 975 258.92101772 6324.458
#> 976 35.19262820 6457.235
#> 977 74.63569575 6677.521
#> 978 410.23106088 6430.839
#> 979 782.63739817 6365.404
#> 980 370.88184780 6691.500
#> 981 746.31627515 6285.858
#> 982 485.50594040 6353.827
#> 983 203.93442924 6385.736
#> 984 595.99134323 6395.524
#> 985 0.31180063 6836.390
#> 986 259.16162447 6586.840
#> 987 633.75984322 6392.160
#> 988 201.33195993 6382.834
#> 989 111.84320266 6670.290
#> 990 634.14130041 6282.779
#> 991 783.68193823 6399.935
#> 992 672.28250354 6468.533
#> 993 298.89087822 6285.770
#> 994 259.42883460 6549.042
#> 995 222.39964783 6511.030
#> 996 707.88245080 6395.993
#> 997 333.98959265 6468.124
#> 998 183.24425877 6439.460
#> 999 335.15079656 6396.249
#> 1000 298.11045750 6580.785
#> 1001 857.15683699 6369.250
#> 1002 559.82634197 6390.863
#> 1003 794.30240679 6472.203
#> 1004 221.92203900 6363.396
#> 1005 0.96229845 6722.604
#> 1006 41.50126846 6828.542
#> 1007 709.65364160 6285.219
#> 1008 149.12416493 6555.105
#> 1009 185.77141207 6626.443
#> 1010 745.36530638 6398.050
#> 1011 595.36791697 6465.089
#> 1012 371.56246924 6577.638
#> 1013 281.90654511 6379.877
#> 1014 636.70184252 6175.021
#> 1015 559.31994183 6425.495
#> 1016 852.81350009 6332.489
#> 1017 857.63087048 6333.275
#> 1018 110.45390006 6673.738
#> 1019 74.04917966 6638.972
#> 1020 109.29293615 6745.427
#> 1021 409.47976265 6541.936
#> 1022 56.46652538 6696.954
#> 1023 746.29740053 6437.337
#> 1024 596.31052108 6428.739
#> 1025 240.55144926 6381.750
#> 1026 707.76304394 6360.711
#> 1027 782.22159033 6400.881
#> 1028 524.42554872 6281.874
#> 1029 487.15959556 6280.246
#> 1030 520.57408028 6504.568
#> 1031 147.60816832 6517.178
#> 1032 708.92629203 6322.351
#> 1033 185.53809446 6552.224
#> 1034 707.75147159 6287.016
#> 1035 488.60063587 6207.356
#> 1036 595.13553526 6545.533
#> 1037 558.73603682 6355.034
#> 1038 37.74924668 6754.791
#> 1039 111.72779925 6629.635
#> 1040 370.89466529 6465.355
#> 1041 -0.06819726 6724.545
#> 1042 819.34905245 6329.640
#> 1043 753.54337779 6473.459
#> 1044 73.89312777 6639.414
#> 1045 745.20489834 6400.887
#> 1046 37.80308552 6682.763
#> 1047 559.23281689 6356.197
#> 1048 782.52084893 6293.661
#> 1049 562.82467076 6171.380
#> 1050 484.90595808 6393.034
#> 1051 483.94905968 6504.103
#> 1052 223.08707135 6476.731
#> 1053 708.96091812 6395.947
#> 1054 148.15327042 6630.113
#> 1055 445.66547526 6465.010
#> 1056 13.69081037 6699.140
#> 1057 279.83883040 6301.728
#> 1058 636.91859388 6172.265
#> 1059 236.77990180 6309.301
#> 1060 335.40106387 6392.863
#> 1061 598.41737506 6282.952
#> 1062 205.93084577 6309.186
#> 1063 707.89482486 6431.966
#> 1064 73.96253438 6637.771
#> 1065 446.68683361 6356.222
#> 1066 6.86010202 6910.399
#> 1067 73.84412778 6751.687
#> 1068 95.68167760 6690.305
#> 1069 110.94315227 6484.298
#> 1070 335.22744584 6393.544
#> 1071 631.11263339 6503.123
#> 1072 745.67941236 6322.287
#> 1073 407.94816083 6615.550
#> 1074 856.50992382 6335.084
#> 1075 598.64809629 6279.886
#> 1076 261.58711717 6436.643
#> 1077 334.05290040 6466.201
#> 1078 294.68179609 6507.807
#> 1079 523.13985757 6430.534
#> 1080 559.12348658 6465.115
#> 1081 448.31302650 6279.449
#> 1082 491.25814233 6062.132
#> 1083 821.84558612 6331.740
#> 1084 185.91046705 6662.936
#> 1085 5.14790439 6910.962
#> 1086 745.00112565 6436.420
#> 1087 744.88535285 6360.869
#> 1088 600.39427252 6207.806
#> 1089 73.06141108 6673.897
#> 1090 149.60130470 6331.444
#> 1091 521.98800973 6392.736
#> 1092 412.89247557 6321.251
#> 1093 259.43349760 6550.051
#> 1094 36.78334286 6418.726
#> 1095 747.80097658 6325.051
#> 1096 409.60859634 6615.252
#> 1097 334.09356657 6541.909
#> 1098 600.45789546 6168.060
#> 1099 522.98595097 6391.981
#> 1100 203.04638435 6383.575
#> 1101 708.57111664 6432.971
#> 1102 258.08722811 6583.522
#> 1103 169.78421375 6341.972
#> 1104 481.92941833 6577.955
#> 1105 486.80427214 6316.424
#> 1106 408.86809838 6607.212
#> 1107 634.88277245 6467.313
#> 1108 37.62361126 6679.287
#> 1109 295.24320597 6395.529
#> 1110 298.73254850 6286.743
#> 1111 410.91989180 6429.389
#> 1112 -15.45292991 6706.115
#> 1113 73.92274689 6602.216
#> 1114 111.89096501 6636.654
#> 1115 856.03468582 6442.456
#> 1116 335.49167117 6469.138
#> 1117 485.52384097 6354.803
#> 1118 57.02954354 6660.654
#> 1119 72.99774691 6526.727
#> 1120 373.00124020 6354.356
#> 1121 484.78215734 6390.244
#> 1122 561.88808608 6132.327
#> 1123 782.82238730 6439.835
#> 1124 668.81026450 6284.865
#> 1125 110.19753325 6710.901
#> 1126 635.11262914 6357.986
#> 1127 782.40974549 6400.306
#> 1128 278.13865962 6414.723
#> 1129 -0.05756481 6725.358
#> 1130 744.39132356 6401.014
#> 1131 445.77483959 6541.903
#> 1132 450.98030116 6607.334
#> 1133 634.51374320 6321.216
#> 1134 670.60527617 6432.996
#> 1135 486.52493070 6429.271
#> 1136 409.69511485 6539.804
#> 1137 558.53910647 6319.784
#> 1138 744.31362335 6285.185
#> 1139 298.40843113 6396.640
#> 1140 520.15190415 6575.197
#> 1141 598.24659049 6316.311
#> 1142 221.38304916 6626.586
#> 1143 520.00052895 6573.459
#> 1144 597.85966692 6354.610
#> 1145 557.82904118 6539.413
#> 1146 296.62373213 6324.170
#> 1147 749.17349142 6472.139
#> 1148 -148.10811462 6747.024
#> 1149 110.68893695 6484.677
#> 1150 261.74189818 6361.564
#> 1151 857.15804840 6367.486
#> 1152 335.61538436 6543.687
#> 1153 295.47609326 6583.350
#> 1154 111.67621032 6486.715
#> 1155 110.50629787 6710.830
#> 1156 633.10500633 6501.930
#> 1157 671.15771604 6209.761
#> 1158 598.87146634 6466.782
#> 1159 298.16722346 6694.111
#> 1160 856.73476937 6405.744
#> 1161 202.66262364 6419.699
#> 1162 487.28617264 6244.732
#> 1163 525.64292588 6282.383
#> 1164 445.63296553 6464.777
#> 1165 373.03494106 6394.652
#> 1166 488.92355236 6207.819
#> 1167 371.28282822 6540.742
#> 1168 488.04934380 6240.711
#> 1169 333.23888051 6541.445
#> 1170 186.08207532 6625.439
#> 1171 36.95235275 6532.079
#> 1172 708.35564732 6249.045
#> 1173 821.08021686 6328.244
#> 1174 36.41214302 6681.372
#> 1175 222.06088598 6439.289
#> 1176 820.79953266 6405.535
#> 1177 599.86466542 6208.665
#> 1178 527.93853714 6172.503
#> 1179 167.52011110 6388.921
#> 1180 487.84407721 6318.758
#> 1181 334.43547815 6470.471
#> 1182 411.90076539 6245.316
#> 1183 409.27209033 6539.639
#> 1184 334.99195337 6692.127
#> 1185 260.09308290 6502.786
#> 1186 522.98588346 6349.473
#> 1187 758.84645074 6244.400
#> 1188 35.72444476 6644.303
#> 1189 296.66883183 6467.313
#> 1190 709.25230740 6247.662
#> 1191 112.00577850 6600.010
#> 1192 149.53093795 6778.673
#> 1193 110.59095154 6409.933
#> 1194 783.91253055 6326.965
#> 1195 600.34881144 6172.362
#> 1196 148.84566588 6406.444
#> 1197 223.46404604 6326.480
#> 1198 91.70190368 6692.826
#> 1199 525.47783354 6204.987
#> 1200 597.27226021 6391.513
#> 1201 598.77089938 6242.886
#> 1202 708.39223043 6323.615
#> 1203 186.40394768 6668.523
#> 1204 702.61231764 6458.209
#> 1205 55.18529316 6699.069
#> 1206 487.88326211 6243.872
#> 1207 784.23643421 6290.559
#> 1208 447.88404498 6315.589
#> 1209 782.76705681 6362.412
#> 1210 820.63061992 6478.918
#> 1211 447.48321966 6390.609
#> 1212 37.97755211 6753.689
#> 1213 259.20576243 6438.384
#> 1214 257.84823838 6436.687
#> 1215 600.88220973 6170.185
#> 1216 895.73583141 6410.347
#> 1217 370.72325406 6435.152
#> 1218 482.74622193 6542.832
#> 1219 486.20298914 6281.598
#> 1220 278.75437943 6414.143
#> 1221 744.87499205 6360.074
#> 1222 199.08423328 6384.343
#> 1223 446.66410093 6501.744
#> 1224 335.03152560 6396.399
#> 1225 334.26817431 6433.226
#> 1226 238.29167810 6346.284
#> 1227 -0.04689629 6721.678
#> 1228 42.15581636 6792.081
#> 1229 148.39256938 6743.878
#> 1230 563.74180746 6243.935
#> 1231 484.94815123 6393.154
#> 1232 111.50369399 6673.611
#> 1233 818.24046375 6442.084
#> 1234 745.66456171 6288.138
#> 1235 447.87539006 6319.012
#> 1236 168.69761544 6425.979
#> 1237 560.72282767 6357.725
#> 1238 708.55687632 6358.540
#> 1239 258.52536756 6472.538
#> 1240 185.53547522 6588.209
#> 1241 483.52485881 6394.083
#> 1242 371.15435907 6578.469
#> 1243 856.44808339 6407.749
#> 1244 856.34203952 6440.371
#> 1245 445.85636528 6502.255
#> 1246 484.44157941 6465.574
#> 1247 410.40038844 6430.403
#> 1248 334.42420373 6432.367
#> 1249 182.08966188 6361.107
#> 1250 36.94654686 6718.170
#> 1251 625.06428881 6490.555
#> 1252 744.43427002 6368.301
#> 1253 896.96410420 6377.072
#> 1254 41.85017285 6867.253
#> 1255 782.14493082 6401.267
#> 1256 708.99955137 6396.299
#> 1257 855.95733347 6370.509
#> 1258 820.69068281 6331.353
#> 1259 331.91479024 6469.092
#> 1260 -108.79103882 6816.249
#> 1261 40.30215102 6828.005
#> 1262 165.39505978 6386.740
#> 1263 236.78575418 6342.357
#> 1264 595.59154713 6504.779
#> 1265 147.21342400 6742.856
#> 1266 275.92200393 6378.384
#> 1267 446.76026863 6430.318
#> 1268 148.07898244 6370.924
#> 1269 222.23761088 6437.231
#> 1270 673.19739502 6247.754
#> 1271 594.78162269 6538.539
#> 1272 558.43961322 6321.155
#> 1273 75.51518980 6676.703
#> 1274 297.62550484 6395.327
#> 1275 747.17704153 6248.495
#> 1276 222.70699664 6514.115
#> 1277 525.44038417 6095.959
#> 1278 333.65578466 6653.744
#> 1279 110.64003054 6561.229
#> 1280 240.33831364 6418.867
#> 1281 5.28297937 6910.401
#> 1282 559.87475948 6355.313
#> 1283 112.04930762 6597.002
#> 1284 333.15914656 6541.729
#> 1285 222.99688539 6700.118
#> 1286 112.81249171 6601.100
#> 1287 221.40903828 6514.557
#> 1288 108.17487767 6410.748
#> 1289 148.44776025 6407.046
#> 1290 671.00003648 6396.084
#> 1291 702.32879866 6459.964
#> 1292 185.09753549 6516.995
#> 1293 596.64268303 6357.115
#> 1294 559.70689751 6356.173
#> 1295 190.38525880 6702.012
#> 1296 894.05649174 6446.455
#> 1297 110.14136507 6707.648
#> 1298 556.59933156 6575.614
#> 1299 820.82568813 6294.596
#> 1300 149.83676424 6706.444
#> 1301 297.91940280 6582.729
#> 1302 259.66690907 6545.813
#> 1303 895.52550565 6407.234
#> 1304 20.04788013 6664.806
#> 1305 110.34122503 6340.467
#> 1306 446.61816475 6428.529
#> 1307 600.11608542 6135.079
#> 1308 337.20868732 6469.259
#> 1309 294.99407131 6686.294
#> 1310 220.71073668 6364.005
#> 1311 259.57218328 6660.389
#> 1312 782.85103057 6364.473
#> 1313 485.96894979 6317.911
#> 1314 18.29571162 6627.844
#> 1315 596.39199238 6428.623
#> 1316 372.83925065 6542.010
#> 1317 240.69954578 6418.808
#> 1318 410.14790143 6428.193
#> 1319 482.39225906 6501.721
#> 1320 335.90206156 6321.857
#> 1321 556.95064231 6502.291
#> 1322 147.38197220 6483.140
#> 1323 168.47622021 6348.619
#> 1324 259.74985926 6621.807
#> 1325 113.75628063 6671.924
#> 1326 490.64902921 6131.734
#> 1327 77.68325573 6750.564
#> 1328 296.93146227 6471.266
#> 1329 819.08424808 6477.062
#> 1330 412.52940764 6243.923
#> 1331 596.14546610 6430.459
#> 1332 561.67458459 6133.986
#> 1333 277.71136940 6417.036
#> 1334 110.32781650 6597.523
#> 1335 333.79886580 6616.425
#> 1336 147.58153601 6520.246
#> 1337 566.51970084 6202.571
#> 1338 410.60053253 6353.787
#> 1339 482.20473733 6576.378
#> 1340 222.95179702 6439.396
#> 1341 371.98234419 6432.204
#> 1342 672.38931143 6468.210
#> 1343 261.75881569 6698.172
#> 1344 297.05143328 6434.857
#> 1345 561.71677870 6134.144
#> 1346 79.20390742 6787.955
#> 1347 278.30221849 6414.127
#> 1348 708.61897033 6324.296
#> 1349 563.50740761 6246.836
#> 1350 337.10901667 6318.098
#> 1351 223.27740318 6625.739
#> 1352 298.82926781 6656.935
#> 1353 373.46126380 6390.554
#> 1354 334.11619838 6433.641
#> 1355 45.34779398 6904.690
#> 1356 186.77700132 6404.464
#> 1357 372.02162236 6466.544
#> 1358 818.23927886 6443.560
#> 1359 259.54486301 6586.286
#> 1360 261.25777391 6473.384
#> 1361 746.21674678 6323.089
#> 1362 409.56669498 6538.085
#> 1363 634.44075455 6431.854
#> 1364 332.92611974 6544.849
#> 1365 260.91731231 6326.530
#> 1366 519.68059654 6578.256
#> 1367 820.65621862 6368.123
#> 1368 260.09153758 6325.701
#> 1369 224.02377985 6551.447
#> 1370 599.55498134 6132.055
#> 1371 259.55253618 6399.365
#> 1372 371.39377373 6616.724
#> 1373 371.34445485 6502.780
#> 1374 280.55145212 6340.548
#> 1375 560.40596019 6353.790
#> 1376 669.68329903 6430.645
#> 1377 203.65130507 6421.376
#> 1378 445.40553294 6575.986
#> 1379 488.58507640 6205.483
#> 1380 22.71388911 6660.743
#> 1381 856.80171459 6408.266
#> 1382 22.58821377 6703.633
#> 1383 185.49767761 6628.136
#> 1384 332.53778037 6579.683
#> 1385 372.95540425 6283.167
#> 1386 635.94816183 6246.743
#> 1387 755.72044049 6460.410
#> 1388 594.24278556 6504.579
#> 1389 78.05634113 6786.681
#> 1390 57.02607655 6657.998
#> 1391 485.37452530 6432.578
#> 1392 600.56690553 6171.087
#> 1393 166.63346762 6387.894
#> 1394 148.22485051 6633.003
#> 1395 111.58810955 6597.692
#> 1396 259.35684968 6584.891
#> 1397 111.53493851 6636.661
#> 1398 111.03302894 6561.396
#> 1399 14.79651634 6698.148
#> 1400 486.81877893 6318.122
#> 1401 635.96262290 6316.779
#> 1402 407.98138668 6467.464
#> 1403 55.46448660 6697.912
#> 1404 672.69540154 6469.108
#> 1405 370.64667867 6616.005
#> 1406 670.18695430 6469.061
#> 1407 54.89854197 6699.056
#> 1408 856.46523050 6443.259
#> 1409 334.65102497 6546.148
#> 1410 -30.91884196 6916.285
#> 1411 410.36612295 6428.692
#> 1412 0.53504954 6834.959
#> 1413 524.51002689 6206.338
#> 1414 371.77347440 6430.672
#> 1415 524.42274248 6206.223
#> 1416 110.60999652 6411.898
#> 1417 558.92335366 6430.395
#> 1418 707.84660704 6361.000
#> 1419 258.81537495 6434.515
#> 1420 745.81057875 6361.998
#> 1421 560.19530464 6284.267
#> 1422 297.44886387 6394.569
#> 1423 274.79739983 6380.897
#> 1424 204.18319892 6419.230
#> 1425 261.84436436 6288.862
#> 1426 2.87526683 6761.845
#> 1427 37.81683954 6715.110
#> 1428 673.11812160 6467.949
#> 1429 562.78034618 6130.213
#> 1430 374.75162506 6280.709
#> 1431 298.30318879 6284.218
#> 1432 169.50346769 6341.749
#> 1433 221.82183899 6552.078
#> 1434 559.99591540 6281.288
#> 1435 296.78488553 6657.503
#> 1436 262.01646474 6697.375
#> 1437 164.34153081 6341.828
#> 1438 371.22633687 6503.949
#> 1439 223.09214290 6477.370
#> 1440 38.14830701 6754.464
#> 1441 40.97061928 6791.796
#> 1442 150.23238431 6592.137
#> 1443 275.11684369 6380.302
#> 1444 186.60069019 6403.845
#> 1445 815.34343265 6441.707
#> 1446 782.08720760 6363.603
#> 1447 446.65928265 6576.203
#> 1448 634.99377587 6357.626
#> 1449 371.92434044 6432.350
#> 1450 223.86289622 6697.283
#> 1451 296.97040618 6321.562
#> 1452 370.55107851 6577.598
#> 1453 783.15313016 6440.346
#> 1454 372.66608021 6355.402
#> 1455 297.45653819 6547.614
#> 1456 278.92650349 6413.051
#> 1457 410.47190135 6353.662
#> 1458 820.91644642 6403.570
#> 1459 72.45015468 6376.849
#> 1460 282.23121653 6379.023
#> 1461 486.63643526 6314.494
#> 1462 635.73379606 6284.683
#> 1463 183.30845360 6367.198
#> 1464 259.07809685 6323.809
#> 1465 185.66187597 6625.829
#> 1466 223.31669056 6255.830
#> 1467 148.09171838 6371.128
#> 1468 822.00061332 6367.856
#> 1469 747.14987337 6251.775
#> 1470 1.03852632 6685.486
#> 1471 485.85802643 6353.255
#> 1472 200.89472298 6383.360
#> 1473 372.88157187 6431.439
#> 1474 597.96382979 6282.426
#> 1475 745.23375275 6293.040
#> 1476 820.83812162 6294.169
#> 1477 223.71167337 6699.369
#> 1478 445.95057773 6611.666
#> 1479 596.03244722 6432.501
#> 1480 222.33065105 6437.911
#> 1481 148.85544718 6668.085
#> 1482 297.10368612 6544.022
#> 1483 489.70256439 6095.452
#> 1484 148.59763373 6518.970
#> 1485 168.54214235 6345.184
#> 1486 201.86739573 6384.274
#> 1487 673.41186923 6216.720
#> 1488 448.04103342 6352.131
#> 1489 37.69269425 6682.103
#> 1490 185.85702920 6517.173
#> 1491 297.16334518 6398.277
#> 1492 166.82742355 6425.486
#> 1493 745.25502254 6397.827
#> 1494 483.35190902 6464.512
#> 1495 523.92236619 6318.099
#> 1496 185.07507387 6557.140
#> 1497 372.98364592 6320.450
#> 1498 819.80576629 6293.130
#> 1499 744.24524602 6286.508
#> 1500 81.34043384 6787.447
#> 1501 373.35380197 6322.182
#> 1502 671.63330711 6354.956
#> 1503 38.30768372 6681.347
#> 1504 188.17024329 6329.176
#> 1505 296.33628413 6547.471
#> 1506 518.18152286 6503.356
#> 1507 297.24810119 6656.294
#> 1508 412.84516230 6247.017
#> 1509 296.91227270 6434.995
#> 1510 633.87908491 6356.512
#> 1511 635.27867815 6395.017
#> 1512 184.58548321 6404.138
#> 1513 76.59686772 6638.954
#> 1514 223.30315154 6509.660
#> 1515 744.73064899 6360.478
#> 1516 709.63738380 6287.081
#> 1517 595.36973866 6428.777
#> 1518 297.20001382 6395.544
#> 1519 371.72066890 6354.385
#> 1520 522.56158700 6391.914
#> 1521 519.86649852 6541.523
#> 1522 448.32133049 6353.337
#> 1523 336.64145888 6285.523
#> 1524 150.81762029 6705.632
#> 1525 -30.46166550 6916.249
#> 1526 746.33885839 6468.002
#> 1527 632.87782737 6502.117
#> 1528 820.63243741 6368.518
#> 1529 558.55425255 6392.734
#> 1530 298.71993488 6397.495
#> 1531 333.58054753 6657.644
#> 1532 297.16837941 6434.944
#> 1533 148.46078848 6632.701
#> 1534 821.24157969 6291.442
#> 1535 820.05617867 6403.203
#> 1536 489.57621361 6132.250
#> 1537 745.36761857 6398.603
#> 1538 481.59129170 6504.743
#> 1539 448.13273197 6279.247
#> 1540 563.20956052 6131.892
#> 1541 202.00807472 6386.091
#> 1542 165.22630805 6385.680
#> 1543 112.10897111 6773.538
#> 1544 187.14643113 6702.265
#> 1545 53.92033171 6698.129
#> 1546 450.21460319 6242.101
#> 1547 222.96541714 6514.531
#> 1548 526.84347283 6100.547
#> 1549 -105.29832241 6889.160
#> 1550 782.67112257 6438.207
#> 1551 559.74734377 6390.594
#> 1552 261.29724896 6325.150
#> 1553 447.00824622 6612.048
#> 1554 93.67583826 6654.606
#> 1555 408.74570822 6466.956
#> 1556 222.63693417 6551.890
#> 1557 75.90522316 6752.462
#> 1558 713.08429925 6461.006
#> 1559 1.03178190 6874.558
#> 1560 334.06548325 6469.104
#> 1561 185.44535805 6480.569
#> 1562 446.13339641 6504.325
#> 1563 783.52186957 6289.952
#> 1564 744.98020171 6360.304
#> 1565 481.68795977 6577.548
#> 1566 522.28829481 6355.153
#> 1567 447.43255744 6390.752
#> 1568 296.27093999 6657.588
#> 1569 856.70276377 6408.009
#> 1570 635.89459454 6245.438
#> 1571 412.34648254 6281.832
#> 1572 708.89121961 6325.061
#> 1573 334.84131597 6615.775
#> 1574 448.77724518 6279.506
#> 1575 222.97955247 6435.572
#> 1576 335.65956674 6397.982
#> 1577 749.32221311 6251.977
#> 1578 559.43624944 6389.220
#> 1579 784.26131228 6289.739
#> 1580 186.68908034 6552.414
#> 1581 336.30508680 6319.499
#> 1582 671.81256172 6246.340
#> 1583 148.82190245 6741.470
#> 1584 636.17045792 6248.242
#> 1585 634.93860518 6320.691
#> 1586 297.71309865 6546.807
#> 1587 335.29756298 6359.367
#> 1588 259.63849933 6400.246
#> 1589 818.86860467 6441.928
#> 1590 221.99033556 6588.846
#> 1591 558.75236587 6426.710
#> 1592 -68.49492429 6848.247
#> 1593 709.24069434 6321.669
#> 1594 200.32450921 6383.175
#> 1595 258.71270882 6658.315
#> 1596 373.27748957 6690.564
#> 1597 446.14831774 6428.631
#> 1598 487.43569437 6244.505
#> 1599 371.64972024 6469.343
#> 1600 710.57593543 6471.475
#> 1601 524.09817832 6281.587
#> 1602 819.78485753 6405.481
#> 1603 559.26571646 6390.183
#> 1604 336.17019636 6358.996
#> 1605 671.18026256 6209.822
#> 1606 708.17475634 6285.263
#> 1607 486.85091920 6318.489
#> 1608 409.26940243 6502.696
#> 1609 73.86381992 6675.470
#> 1610 408.38066920 6466.070
#> 1611 744.05074401 6434.520
#> 1612 559.47454262 6392.910
#> 1613 634.31237354 6393.274
#> 1614 333.23257925 6506.028
#> 1615 110.94143440 6526.086
#> 1616 335.70027717 6359.793
#> 1617 261.02332279 6288.904
#> 1618 148.32611239 6480.387
#> 1619 448.18598143 6317.134
#> 1620 448.00907550 6317.564
#> 1621 185.75305140 6405.336
#> 1622 489.92842633 6096.342
#> 1623 410.20088974 6393.970
#> 1624 782.78535805 6291.445
#> 1625 781.35421500 6366.175
#> 1626 372.49169713 6468.480
#> 1627 408.43890693 6606.591
#> 1628 39.96567663 6755.616
#> 1629 818.41902935 6442.538
#> 1630 -32.80572264 6726.810
#> 1631 1.64911351 6611.092
#> 1632 484.58721103 6392.646
#> 1633 221.93906059 6585.502
#> 1634 148.17666540 6483.862
#> 1635 72.67987982 6677.664
#> 1636 240.61369476 6417.369
#> 1637 74.00815317 6602.464
#> 1638 670.74081679 6362.807
#> 1639 488.50167035 6205.316
#> 1640 109.81905678 6446.534
#> 1641 557.16097029 6578.427
#> 1642 36.87169665 6606.349
#> 1643 294.39126140 6324.536
#> 1644 482.63154622 6467.341
#> 1645 670.88192371 6396.363
#> 1646 336.04480208 6322.223
#> 1647 559.78568184 6355.847
#> 1648 519.67945725 6501.112
#> 1649 334.26640104 6430.049
#> 1650 446.45404380 6576.503
#> 1651 633.52805846 6503.029
#> 1652 297.26806227 6506.599
#> 1653 598.85319775 6208.494
#> 1654 636.27107760 6207.689
#> 1655 522.94479141 6277.697
#> 1656 487.08778923 6279.616
#> 1657 560.97645917 6130.849
#> 1658 596.65836158 6356.782
#> 1659 521.34554264 6503.038
#> 1660 222.94055062 6588.485
#> 1661 199.73729023 6382.509
#> 1662 188.81854279 6665.011
#> 1663 558.77095197 6467.737
#> 1664 236.73113618 6306.205
#> 1665 78.80754777 6786.738
#> 1666 596.30531022 6352.434
#> 1667 485.96553124 6352.465
#> 1668 794.32526635 6472.669
#> 1669 558.04030922 6315.064
#> 1670 561.66592905 6133.152
#> 1671 525.13869448 6206.550
#> 1672 259.37438015 6693.840
#> 1673 522.20553270 6577.390
#> 1674 670.84059582 6322.323
#> 1675 563.27166154 6243.490
#> 1676 257.22129787 6322.262
#> 1677 333.61491180 6508.391
#> 1678 57.58808910 6658.510
#> 1679 296.72690742 6509.012
#> 1680 561.89672026 6319.462
#> 1681 408.57412306 6542.923
#> 1682 409.13468718 6502.197
#> 1683 238.65610339 6344.415
#> 1684 54.88126774 6623.121
#> 1685 598.59233527 6132.299
#> 1686 296.88294520 6546.376
#> 1687 670.35166867 6213.718
#> 1688 525.11052736 6130.120
#> 1689 111.04219261 6708.105
#> 1690 185.31993845 6554.722
#> 1691 633.65650095 6468.609
#> 1692 259.59963251 6620.220
#> 1693 561.43523042 6243.772
#> 1694 857.43547640 6333.184
#> 1695 599.47047671 6208.638
#> 1696 371.04680944 6501.860
#> 1697 522.71919901 6352.347
#> 1698 148.32994516 6742.867
#> 1699 75.55127277 6675.582
#> 1700 564.25050997 6205.145
#> 1701 334.05017967 6503.857
#> 1702 748.16376185 6252.281
#> 1703 672.73530201 6320.072
#> 1704 114.30057137 6746.136
#> 1705 110.82755326 6746.630
#> 1706 450.58338099 6244.828
#> 1707 559.20159232 6501.954
#> 1708 -0.66465607 6722.506
#> 1709 447.12573577 6614.894
#> 1710 222.55413285 6327.180
#> 1711 110.17740312 6486.636
#> 1712 702.69652286 6458.506
#> 1713 482.73995759 6539.011
#> 1714 238.22677176 6382.690
#> 1715 333.54941850 6545.549
#> 1716 707.60238136 6362.533
#> 1717 -30.30174998 6914.854
#> 1718 333.44164545 6652.057
#> 1719 243.34466624 6420.211
#> 1720 222.28479044 6514.411
#> 1721 240.01558720 6346.542
#> 1722 446.80428654 6427.854
#> 1723 238.84388141 6342.433
#> 1724 188.16623393 6702.782
#> 1725 258.58597333 6287.783
#> 1726 598.50490219 6242.829
#> 1727 225.86939167 6290.542
#> 1728 147.77834391 6408.937
#> 1729 223.01320816 6475.591
#> 1730 486.47483987 6316.767
#> 1731 410.91597147 6357.374
#> 1732 597.33135185 6392.034
#> 1733 708.58849442 6396.503
#> 1734 240.08752941 6306.922
#> 1735 781.86746096 6439.394
#> 1736 202.30047709 6381.648
#> 1737 222.24001312 6514.038
#> 1738 783.71228849 6289.882
#> 1739 186.18729724 6628.697
#> 1740 238.28858221 6383.025
#> 1741 261.11492199 6399.900
#> 1742 632.64975085 6506.469
#> 1743 672.64867177 6210.930
#> 1744 110.22734019 6707.878
#> 1745 296.48115659 6658.257
#> 1746 635.14831011 6247.251
#> 1747 562.51134324 6172.137
#> 1748 337.26268874 6692.101
#> 1749 599.25333092 6280.178
#> 1750 446.09644100 6427.591
#> 1751 596.62143970 6393.515
#> 1752 223.10430834 6511.667
#> 1753 371.92093064 6540.628
#> 1754 371.98314566 6394.741
#> 1755 222.51093234 6550.279
#> 1756 708.66232965 6431.600
#> 1757 709.03511455 6249.709
#> 1758 36.49073834 6457.547
#> 1759 521.60878318 6465.770
#> 1760 597.05668926 6391.540
#> 1761 223.18326073 6587.723
#> 1762 73.55530833 6562.652
#> 1763 782.30663047 6400.384
#> 1764 223.05667341 6475.099
#> 1765 559.41834174 6430.135
#> 1766 94.03317761 6652.355
#> 1767 295.49760903 6692.460
#> 1768 148.53818879 6593.897
#> 1769 745.90918911 6403.621
#> 1770 139.01106600 6484.368
#> 1771 222.92483070 6474.754
#> 1772 35.50377940 6716.066
#> 1773 -111.43420033 6664.778
#> 1774 445.49082076 6463.818
#> 1775 204.58803415 6422.180
#> 1776 185.86718779 6626.242
#> 1777 296.12740283 6396.915
#> 1778 672.21872569 6284.788
#> 1779 556.95155784 6577.597
#> 1780 671.80070634 6356.200
#> 1781 519.91772125 6574.587
#> 1782 56.36844251 6696.610
#> 1783 482.64830199 6577.425
#> 1784 110.34132349 6670.494
#> 1785 599.49627163 6280.512
#> 1786 111.62294895 6559.469
#> 1787 670.39673745 6357.723
#> 1788 600.67018550 6132.754
#> 1789 409.18775331 6467.683
#> 1790 596.25956694 6503.036
#> 1791 820.88293927 6366.885
#> 1792 634.44411691 6318.377
#> 1793 559.06990793 6320.292
#> 1794 372.48663695 6428.739
#> 1795 -18.39500025 6705.224
#> 1796 708.64105791 6283.713
#> 1797 636.22714382 6209.373
#> 1798 854.77591469 6333.095
#> 1799 333.58817609 6692.457
#> 1800 447.10149665 6390.172
#> 1801 259.47943909 6619.591
#> 1802 259.37666769 6399.825
#> 1803 1.85345567 6874.787
#> 1804 560.20865859 6281.882
#> 1805 747.59572595 6286.894
#> 1806 562.70523825 6171.158
#> 1807 334.13550050 6583.629
#> 1808 709.31478146 6358.655
#> 1809 633.71093820 6501.712
#> 1810 634.26449775 6467.619
#> 1811 170.74220454 6342.011
#> 1812 526.08161440 6098.081
#> 1813 634.97431612 6170.669
#> 1814 597.69490969 6317.403
#> 1815 223.32583673 6514.388
#> 1816 482.71767499 6578.041
#> 1817 224.87196188 6586.474
#> 1818 519.94499774 6538.350
#> 1819 526.11138145 6245.163
#> 1820 794.44317876 6471.761
#> 1821 372.50804411 6357.468
#> 1822 822.61864931 6330.273
#> 1823 782.85224522 6364.743
#> 1824 19.51417926 6664.235
#> 1825 708.17592247 6395.751
#> 1826 633.38430589 6469.898
#> 1827 448.38263008 6314.720
#> 1828 333.92881647 6578.655
#> 1829 370.86626829 6506.342
#> 1830 636.45005587 6206.550
#> 1831 636.54245021 6171.415
#> 1832 373.39550648 6616.117
#> 1833 185.39438630 6515.305
#> 1834 334.08177761 6467.402
#> 1835 148.18071394 6482.378
#> 1836 447.52666268 6466.505
#> 1837 407.78171095 6468.442
#> 1838 258.94833371 6657.264
#> 1839 633.44203113 6469.456
#> 1840 451.01240508 6205.579
#> 1841 296.60119095 6696.509
#> 1842 520.10648070 6539.016
#> 1843 296.84742298 6322.964
#> 1844 -2.88972480 6913.530
#> 1845 703.23128180 6456.895
#> 1846 794.97450999 6471.599
#> 1847 557.61187321 6541.245
#> 1848 40.50766635 6792.488
#> 1849 372.23946752 6578.811
#> 1850 819.79077918 6403.405
#> 1851 110.91674243 6484.067
#> 1852 113.67796780 6783.804
#> 1853 185.62812826 6367.492
#> 1854 484.85283573 6392.862
#> 1855 896.21888521 6410.652
#> 1856 409.25648115 6466.649
#> 1857 185.42770298 6517.273
#> 1858 410.57355107 6390.236
#> 1859 446.02907408 6609.951
#> 1860 856.61849185 6408.892
#> 1861 856.73642400 6331.116
#> 1862 222.96806999 6400.062
#> 1863 525.89508522 6243.027
#> 1864 1.71245644 6837.363
#> 1865 110.57555191 6711.968
#> 1866 745.53122001 6438.357
#> 1867 856.75149612 6445.151
#> 1868 409.34214417 6356.192
#> 1869 559.29684459 6389.484
#> 1870 298.03388760 6396.691
#> 1871 76.85748637 6788.132
#> 1872 20.16961925 6624.205
#> 1873 296.58177046 6324.368
#> 1874 187.32378037 6700.203
#> 1875 527.12718146 6099.489
#> 1876 821.34996825 6405.078
#> 1877 600.59335267 6134.984
#> 1878 110.77857616 6558.082
#> 1879 525.82566315 6241.525
#> 1880 482.32863081 6502.532
#> 1881 636.32423395 6208.612
#> 1882 445.54074996 6574.857
#> 1883 1.34108324 6834.071
#> 1884 782.89557717 6439.882
#> 1885 519.33545050 6540.914
#> 1886 149.60313423 6777.388
#> 1887 296.12628746 6433.864
#> 1888 184.84187618 6551.789
#> 1889 281.74505235 6343.396
#> 1890 598.68553088 6283.278
#> 1891 236.31474964 6382.441
#> 1892 409.67788356 6428.727
#> 1893 782.61514185 6364.172
#> 1894 182.74523559 6441.522
#> 1895 145.14242142 6444.318
#> 1896 369.13405699 6505.155
#> 1897 599.99088466 6169.043
#> 1898 259.90316972 6323.964
#> 1899 447.44863890 6611.809
#> 1900 333.75897936 6582.172
#> 1901 781.92014058 6402.855
#> 1902 598.81152268 6282.873
#> 1903 297.16831042 6323.776
#> 1904 296.53704691 6434.603
#> 1905 597.45155786 6320.387
#> 1906 296.73168744 6583.964
#> 1907 95.75429854 6693.968
#> 1908 486.31542662 6352.084
#> 1909 490.65709787 6062.197
#> 1910 520.24044811 6574.607
#> 1911 596.35323886 6431.061
#> 1912 527.98058291 6284.698
#> 1913 95.29362319 6655.510
#> 1914 556.59948253 6576.405
#> 1915 95.12335803 6693.495
#> 1916 22.28308334 6627.545
#> 1917 743.21617796 6466.840
#> 1918 148.08830819 6631.560
#> 1919 166.84680752 6387.560
#> 1920 371.74495682 6467.445
#> 1921 561.24474906 6242.656
#> 1922 467.92241814 6076.603
#> 1923 259.56932224 6623.826
#> 1924 185.65172400 6439.125
#> 1925 744.42691453 6435.975
#> 1926 186.50597433 6589.483
#> 1927 635.95920783 6245.140
#> 1928 335.37408082 6319.538
#> 1929 821.38112645 6292.031
#> 1930 744.93310398 6361.987
#> 1931 599.81561965 6171.366
#> 1932 372.19750664 6468.749
#> 1933 631.81682085 6427.655
#> 1934 111.77355925 6595.371
#> 1935 334.84879323 6393.972
#> 1936 447.28992389 6393.042
#> 1937 238.98050868 6342.999
#> 1938 856.99870738 6331.403
#> 1939 557.47725473 6501.015
#> 1940 167.15299945 6425.011
#> 1941 147.05685514 6518.013
#> 1942 744.84660016 6359.903
#> 1943 745.60506158 6434.245
#> 1944 190.15174118 6701.870
#> 1945 490.31712788 6056.885
#> 1946 527.53517760 6132.418
#> 1947 372.20781281 6467.495
#> 1948 857.50828399 6408.866
#> 1949 -32.52482614 6880.011
#> 1950 559.72299620 6392.768
#> 1951 186.87727545 6366.993
#> 1952 185.16525145 6551.804
#> 1953 529.50443402 6134.272
#> 1954 169.08806972 6342.268
#> 1955 93.11254954 6654.495
#> 1956 259.46751423 6323.079
#> 1957 113.01382921 6635.177
#> 1958 407.84437994 6504.266
#> 1959 671.63360495 6396.774
#> 1960 334.64255240 6655.488
#> 1961 782.79275787 6365.873
#> 1962 527.75213535 6131.607
#> 1963 185.74683119 6662.872
#> 1964 559.16165716 6430.147
#> 1965 335.58527102 6693.021
#> 1966 260.47234111 6358.875
#> 1967 445.95037767 6576.788
#> 1968 185.27436531 6591.066
#> 1969 259.59379940 6397.346
#> 1970 672.13899138 6432.519
#> 1971 2.96508932 6832.576
#> 1972 448.19907039 6281.893
#> 1973 335.63911367 6543.395
#> 1974 184.52575354 6365.716
#> 1975 674.22070986 6248.593
#> 1976 559.99060492 6207.165
#> 1977 672.32532241 6210.665
#> 1978 223.34768370 6627.218
#> 1979 275.14660494 6377.919
#> 1980 225.29270144 6290.530
#> 1981 -69.38421867 6844.793
#> 1982 670.79648576 6395.022
#> 1983 222.99355964 6477.063
#> 1984 821.73357648 6294.790
#> 1985 73.47307515 6525.289
#> 1986 222.04413511 6548.748
#> 1987 447.41694942 6430.819
#> 1988 372.39083712 6358.113
#> 1989 260.58574736 6692.544
#> 1990 598.69327278 6279.659
#> 1991 709.10956558 6361.300
#> 1992 558.19531280 6465.009
#> 1993 335.48135109 6395.672
#> 1994 633.79480602 6432.810
#> 1995 821.45307243 6328.943
#> 1996 557.64142369 6502.473
#> 1997 75.78324931 6749.272
#> 1998 184.95210784 6591.950
#> 1999 184.56130023 6515.093
#> 2000 858.15657723 6370.366
#> 2001 223.99010293 6325.211
#> 2002 152.18215216 6705.392
#> 2003 672.73753735 6247.405
#> 2004 223.13942012 6362.257
#> 2005 148.13885626 6407.849
#> 2006 332.38110331 6469.481
#> 2007 335.46435918 6358.930
#> 2008 896.93185374 6373.891
#> 2009 601.40636886 6133.363
#> 2010 372.33710936 6541.001
#> 2011 278.23831252 6416.774
#> 2012 -31.30151742 6912.647
#> 2013 110.54386178 6449.214
#> 2014 526.55616685 6207.166
#> 2015 560.01639703 6393.901
#> 2016 857.46548384 6370.772
#> 2017 562.18520854 6320.555
#> 2018 170.07160690 6343.151
#> 2019 94.64367243 6692.316
#> 2020 57.59401122 6660.949
#> 2021 819.46995871 6477.023
#> 2022 -68.80393010 6807.224
#> 2023 707.62065986 6433.022
#> 2024 335.25921739 6689.701
#> 2025 411.12857583 6317.146
#> 2026 279.81681845 6341.773
#> 2027 184.92610897 6552.980
#> 2028 259.93876737 6506.903
#> 2029 561.02703345 6131.737
#> 2030 149.79707399 6779.817
#> 2031 73.98139735 6751.636
#> 2032 188.11703184 6701.255
#> 2033 297.24376000 6432.945
#> 2034 706.46764680 6247.488
#> 2035 895.09754056 6370.699
#> 2036 334.30537932 6541.123
#> 2037 447.79473444 6357.717
#> 2038 635.75237193 6280.122
#> 2039 562.51250295 6170.345
#> 2040 148.68675740 6779.858
#> 2041 600.19462873 6206.545
#> 2042 635.52954874 6358.346
#> 2043 371.74148864 6615.158
#> 2044 784.65572943 6291.365
#> 2045 632.58558440 6429.411
#> 2046 333.30907090 6652.464
#> 2047 259.61370704 6619.384
#> 2048 448.70246301 6279.306
#> 2049 279.30839091 6416.876
#> 2050 332.69410917 6619.165
#> 2051 222.36758524 6290.547
#> 2052 4.23204438 6796.403
#> 2053 38.96425851 6754.918
#> 2054 745.64207344 6434.885
#> 2055 165.91232220 6386.426
#> 2056 448.86273812 6281.543
#> 2057 560.26875239 6390.853
#> 2058 671.80549601 6209.878
#> 2059 333.83582293 6580.861
#> 2060 524.78682630 6170.866
#> 2061 521.48318800 6467.538
#> 2062 636.84592217 6243.697
#> 2063 558.78324987 6392.452
#> 2064 446.47687395 6539.069
#> 2065 597.32210788 6354.238
#> 2066 278.02636884 6414.577
#> 2067 296.53480398 6468.697
#> 2068 167.64868422 6424.019
#> 2069 37.86905653 6714.855
#> 2070 95.28121262 6656.221
#> 2071 821.25443228 6369.608
#> 2072 557.48036731 6430.462
#> 2073 240.38124274 6379.904
#> 2074 523.10649556 6355.556
#> 2075 205.85093404 6348.805
#> 2076 244.45899873 6416.595
#> 2077 562.46353364 6167.128
#> 2078 410.19799247 6468.683
#> 2079 111.88696365 6633.105
#> 2080 79.94889136 6789.114
#> 2081 520.79482310 6575.575
#> 2082 519.12406355 6500.757
#> 2083 296.52940936 6620.907
#> 2084 373.35230295 6358.047
#> 2085 595.95058883 6466.674
#> 2086 597.01295583 6355.640
#> 2087 485.34621914 6427.438
#> 2088 259.83116956 6549.655
#> 2089 708.55454035 6360.361
#> 2090 408.45438659 6612.606
#> 2091 411.00907853 6317.895
#> 2092 40.87918256 6794.400
#> 2093 72.89350287 6675.921
#> 2094 817.87723150 6477.339
#> 2095 600.58489512 6172.107
#> 2096 147.57393742 6446.067
#> 2097 332.68905128 6543.791
#> 2098 296.75470523 6616.749
#> 2099 334.88903165 6396.097
#> 2100 411.20899954 6317.297
#> 2101 444.81378502 6501.780
#> 2102 490.53377838 6059.304
#> 2103 258.07117105 6475.653
#> 2104 112.98612080 6599.493
#> 2105 599.05857005 6282.377
#> 2106 239.65839209 6380.586
#> 2107 334.64417518 6394.257
#> 2108 564.10279944 6170.675
#> 2109 599.92953673 6212.156
#> 2110 73.95786553 6639.825
#> 2111 818.75710893 6366.596
#> 2112 296.82538412 6435.184
#> 2113 238.36154402 6380.286
#> 2114 633.08179582 6469.662
#> 2115 184.63662175 6515.926
#> 2116 408.80385597 6576.952
#> 2117 820.74341726 6368.260
#> 2118 450.08648233 6244.099
#> 2119 743.85024879 6360.714
#> 2120 240.63621020 6420.157
#> 2121 526.48809511 6096.152
#> 2122 560.16584501 6281.363
#> 2123 183.15581449 6405.805
#> 2124 670.19839667 6208.853
#> 2125 673.30088502 6287.478
#> 2126 -32.55366775 6876.226
#> 2127 334.95119373 6355.601
#> 2128 148.93785758 6405.162
#> 2129 297.45961011 6547.727
#> 2130 222.71537844 6697.107
#> 2131 448.60020593 6242.874
#> 2132 336.49143033 6319.211
#> 2133 824.18518611 6295.274
#> 2134 557.07373096 6538.643
#> 2135 299.42957929 6694.177
#> 2136 372.58757607 6578.833
#> 2137 259.60074205 6623.543
#> 2138 -102.46618532 6850.429
#> 2139 222.59369740 6436.773
#> 2140 238.12013940 6343.007
#> 2141 296.50779931 6472.511
#> 2142 486.55630241 6244.563
#> 2143 557.03288637 6427.075
#> 2144 411.56724554 6280.836
#> 2145 447.32544390 6391.189
#> 2146 167.85192078 6345.199
#> 2147 149.17870762 6630.546
#> 2148 151.15389279 6705.213
#> 2149 671.50209418 6319.809
#> 2150 857.24213177 6335.418
#> 2151 298.51776426 6694.546
#> 2152 411.60697568 6279.839
#> 2153 95.23057645 6690.800
#> 2154 709.05680299 6396.278
#> 2155 671.40144195 6359.642
#> 2156 745.14181232 6398.184
#> 2157 334.97495252 6356.400
#> 2158 670.08162811 6469.029
#> 2159 297.56146610 6543.607
#> 2160 485.41632964 6430.444
#> 2161 71.50638724 6562.899
#> 2162 202.52917482 6307.525
#> 2163 638.15076254 6171.651
#> 2164 183.82338024 6402.617
#> 2165 711.00237987 6469.298
#> 2166 109.74331347 6409.503
#> 2167 778.47885693 6356.522
#> 2168 38.36834471 6718.307
#> 2169 247.82420174 6379.692
#> 2170 73.11379492 6602.252
#> 2171 112.50742403 6672.623
#> 2172 522.37920698 6427.623
#> 2173 818.68697949 6478.839
#> 2174 520.50430089 6576.668
#> 2175 111.57767823 6484.786
#> 2176 166.47302395 6424.934
#> 2177 633.81683578 6395.021
#> 2178 486.86660081 6571.736
#> 2179 34.84939133 6381.010
#> 2180 670.42853249 6395.489
#> 2181 297.68754009 6581.942
#> 2182 225.29454500 6328.350
#> 2183 452.06873246 6245.917
#> 2184 856.67956191 6332.858
#> 2185 41.24876729 6828.344
#> 2186 296.96018559 6397.350
#> 2187 298.43285441 6434.043
#> 2188 597.01935976 6354.403
#> 2189 746.05329831 6437.768
#> 2190 526.02048012 6167.390
#> 2191 744.66566210 6472.530
#> 2192 296.84167885 6545.597
#> 2193 446.29174410 6464.667
#> 2194 1.19889780 6837.336
#> 2195 294.57276743 6358.871
#> 2196 599.23079013 6280.354
#> 2197 783.25901085 6328.106
#> 2198 562.71183449 6171.180
#> 2199 486.57912380 6281.192
#> 2200 202.37137535 6309.227
#> 2201 559.06914055 6430.568
#> 2202 555.16130921 6542.269
#> 2203 560.80066766 6279.296
#> 2204 559.37846945 6316.635
#> 2205 184.97505789 6441.209
#> 2206 204.10357430 6419.436
#> 2207 149.49890602 6666.783
#> 2208 526.24954841 6243.905
#> 2209 562.06692302 6173.763
#> 2210 595.63803671 6501.990
#> 2211 296.22864674 6657.247
#> 2212 527.56780446 6100.575
#> 2213 206.21698063 6308.928
#> 2214 223.29556649 6474.000
#> 2215 57.94722247 6695.508
#> 2216 147.99499373 6552.267
#> 2217 671.32334317 6397.106
#> 2218 336.07876669 6321.806
#> 2219 484.80744762 6390.304
#> 2220 335.40394616 6358.746
#> 2221 224.88497156 6288.709
#> 2222 599.95641405 6206.753
#> 2223 523.68486792 6355.775
#> 2224 407.37629373 6615.898
#> 2225 524.57578168 6281.538
#> 2226 238.53377121 6346.182
#> 2227 225.31767467 6290.376
#> 2228 410.99720944 6320.371
#> 2229 261.36201890 6323.209
#> 2230 242.92604897 6420.032
#> 2231 632.67097032 6432.804
#> 2232 856.53766843 6406.771
#> 2233 672.71662440 6284.780
#> 2234 373.65184778 6616.161
#> 2235 408.27908175 6429.808
#> 2236 38.17150110 6756.767
#> 2237 447.79911056 6608.228
#> 2238 257.92953247 6436.211
#> 2239 597.93307765 6317.099
#> 2240 224.85028895 6698.875
#> 2241 223.92559473 6588.373
#> 2242 854.58352448 6442.004
#> 2243 74.26662103 6562.534
#> 2244 147.82968200 6296.184
#> 2245 600.59814959 6171.996
#> 2246 412.43648293 6281.974
#> 2247 482.64299209 6500.042
#> 2248 820.47378033 6291.291
#> 2249 19.95927975 6628.013
#> 2250 634.39728940 6321.865
#> 2251 449.07192186 6317.531
#> 2252 558.81687655 6507.241
#> 2253 637.06442495 6173.491
#> 2254 487.48315773 6244.460
#> 2255 520.16262353 6501.949
#> 2256 856.04047912 6446.725
#> 2257 408.57878294 6576.119
#> 2258 707.23383016 6433.626
#> 2259 59.69764272 6655.242
#> 2260 819.06995364 6328.331
#> 2261 34.95428714 6681.135
#> 2262 595.73789208 6358.655
#> 2263 600.50569478 6133.289
#> 2264 634.24578214 6394.542
#> 2265 258.56832254 6323.662
#> 2266 708.39484766 6360.335
#> 2267 635.87845184 6463.355
#> 2268 409.64992081 6428.615
#> 2269 73.82454287 6601.516
#> 2270 185.25741394 6554.481
#> 2271 146.28072131 6744.485
#> 2272 707.95081719 6246.990
#> 2273 183.18697134 6404.715
#> 2274 224.30357331 6399.885
#> 2275 4.71417372 6837.469
#> 2276 822.49101764 6479.345
#> 2277 278.94805661 6306.460
#> 2278 782.41335877 6437.491
#> 2279 259.94486048 6361.586
#> 2280 185.69732156 6627.511
#> 2281 447.81735931 6353.492
#> 2282 296.72930116 6506.947
#> 2283 40.05754593 6866.949
#> 2284 296.30757697 6695.384
#> 2285 238.89659063 6381.968
#> 2286 449.06487609 6352.244
#> 2287 258.64192100 6621.955
#> 2288 337.56493333 6692.059
#> 2289 110.91490065 6482.562
#> 2290 43.46359662 6792.044
#> 2291 895.70626862 6451.006
#> 2292 782.76260862 6437.586
#> 2293 -2.02852159 6873.996
#> 2294 334.72601752 6467.742
#> 2295 370.61864047 6582.390
#> 2296 486.08010523 6244.107
#> 2297 597.88790245 6317.984
#> 2298 445.68614813 6612.795
#> 2299 557.38427344 6542.097
#> 2300 447.79991083 6319.385
#> 2301 185.60311500 6626.246
#> 2302 446.27141809 6465.196
#> 2303 371.93349930 6318.461
#> 2304 258.70150221 6656.161
#> 2305 184.42777831 6442.766
#> 2306 486.46747659 6390.958
#> 2307 746.97552215 6286.426
#> 2308 487.42938166 6244.251
#> 2309 634.94391435 6357.586
#> 2310 189.60298826 6701.701
#> 2311 745.74249377 6325.865
#> 2312 484.67986284 6430.064
#> 2313 223.17691433 6514.503
#> 2314 148.16648321 6704.475
#> 2315 41.87818880 6866.383
#> 2316 672.00373073 6285.843
#> 2317 333.64679475 6620.244
#> 2318 370.17780522 6617.101
#> 2319 450.63436417 6207.105
#> 2320 412.51256846 6242.502
#> 2321 152.20874349 6781.435
#> 2322 633.99704501 6353.992
#> 2323 783.51476419 6324.254
#> 2324 337.53877483 6691.994
#> 2325 333.71517065 6655.308
#> 2326 111.30041730 6562.789
#> 2327 296.21507409 6433.319
#> 2328 333.85966042 6322.217
#> 2329 596.96777486 6392.335
#> 2330 636.31254578 6209.238
#> 2331 525.11441376 6244.756
#> 2332 82.02825806 6305.440
#> 2333 557.51461162 6319.436
#> 2334 561.10647273 6282.007
#> 2335 635.77047066 6281.974
#> 2336 202.56439737 6385.380
#> 2337 -18.12822552 6667.678
#> 2338 148.92827252 6629.369
#> 2339 296.19901902 6617.747
#> 2340 148.64479553 6592.375
#> 2341 277.73547927 6416.473
#> 2342 280.52003730 6342.119
#> 2343 372.81455419 6281.492
#> 2344 447.75678169 6317.793
#> 2345 279.38182606 6305.799
#> 2346 598.14051367 6317.505
#> 2347 821.48273522 6293.666
#> 2348 222.75950689 6511.812
#> 2349 488.48656728 6242.249
#> 2350 261.12981266 6696.603
#> 2351 633.22004819 6392.537
#> 2352 857.37271824 6332.377
#> 2353 -70.78355017 6847.186
#> 2354 604.59156169 6424.232
#> 2355 276.43970435 6378.371
#> 2356 202.83779951 6382.715
#> 2357 201.12074104 6309.013
#> 2358 522.98326071 6280.420
#> 2359 223.68044511 6324.974
#> 2360 37.80454852 6493.207
#> 2361 76.66648166 6750.706
#> 2362 410.45478375 6391.534
#> 2363 185.99432103 6402.451
#> 2364 485.94094082 6355.830
#> 2365 204.73315846 6347.355
#> 2366 147.78817139 6554.462
#> 2367 370.91042293 6578.447
#> 2368 259.89910474 6362.164
#> 2369 487.97795250 6206.754
#> 2370 520.08723058 6506.209
#> 2371 296.23194382 6695.298
#> 2372 296.71437002 6321.342
#> 2373 109.97156045 6596.445
#> 2374 636.81498939 6170.793
#> 2375 673.68984165 6284.152
#> 2376 635.37920484 6243.998
#> 2377 492.76766233 6061.611
#> 2378 299.53334210 6694.253
#> 2379 334.51298139 6469.065
#> 2380 372.80711772 6467.760
#> 2381 296.59403136 6436.612
#> 2382 148.86045970 6407.563
#> 2383 595.68599188 6465.386
#> 2384 635.76957131 6284.847
#> 2385 558.49623468 6540.364
#> 2386 37.82320451 6714.221
#> 2387 598.38440562 6393.258
#> 2388 148.34562804 6742.848
#> 2389 450.31472479 6244.372
#> 2390 709.98846953 6247.883
#> 2391 222.03296537 6366.215
#> 2392 521.94898727 6503.317
#> 2393 593.88150213 6464.968
#> 2394 482.53733471 6541.843
#> 2395 296.51964911 6692.205
#> 2396 76.28470124 6675.238
#> 2397 259.49506178 6546.583
#> 2398 223.60118083 6549.960
#> 2399 224.05340444 6588.895
#> 2400 783.85363934 6327.290
#> 2401 633.06244581 6433.139
#> 2402 408.81946559 6465.434
#> 2403 298.05592548 6543.811
#> 2404 822.36821509 6330.754
#> 2405 857.29803287 6405.083
#> 2406 74.41870002 6600.570
#> 2407 820.41932644 6329.031
#> 2408 222.97384438 6626.917
#> 2409 186.43166921 6401.154
#> 2410 223.19429301 6660.244
#> 2411 147.82592604 6333.665
#> 2412 147.06703510 6373.268
#> 2413 296.12479444 6397.373
#> 2414 522.17206323 6427.658
#> 2415 520.88114484 6538.809
#> 2416 559.09930069 6427.051
#> 2417 373.00286992 6318.179
#> 2418 112.19326313 6632.139
#> 2419 895.62145080 6375.977
#> 2420 331.31971215 6653.001
#> 2421 448.26481719 6353.965
#> 2422 94.82575295 6691.825
#> 2423 333.22094828 6396.841
#> 2424 410.54714696 6355.729
#> 2425 185.45083042 6626.126
#> 2426 225.52062770 6400.738
#> 2427 295.52410106 6471.017
#> 2428 185.31362538 6478.852
#> 2429 96.01402079 6690.178
#> 2430 112.08529484 6672.966
#> 2431 670.93504369 6359.167
#> 2432 14.79961313 6701.470
#> 2433 332.53779217 6541.643
#> 2434 410.46638408 6354.927
#> 2435 558.17775303 6576.752
#> 2436 780.26442967 6438.410
#> 2437 223.02663001 6474.205
#> 2438 259.34102522 6474.160
#> 2439 526.62283734 6094.035
#> 2440 447.14787907 6610.476
#> 2441 149.14102148 6705.815
#> 2442 147.78712075 6369.723
#> 2443 259.39680923 6509.449
#> 2444 485.95570401 6353.113
#> 2445 114.13185723 6784.314
#> 2446 239.12714769 6345.015
#> 2447 450.04108855 6243.971
#> 2448 487.18530785 6282.647
#> 2449 185.75576931 6626.183
#> 2450 445.40741047 6609.490
#> 2451 56.48583921 6697.012
#> 2452 562.47162361 6129.959
#> 2453 671.03866308 6430.477
#> 2454 334.02068410 6541.581
#> 2455 297.70342824 6655.790
#> 2456 259.66120469 6623.885
#> 2457 45.15976081 6903.694
#> 2458 111.96788352 6632.194
#> 2459 783.36927301 6440.483
#> 2460 222.75378617 6366.118
#> 2461 563.16653356 6171.613
#> 2462 111.38317094 6745.713
#> 2463 895.65379535 6408.517
#> 2464 113.73990076 6673.512
#> 2465 333.45685764 6655.907
#> 2466 224.39607672 6698.981
#> 2467 149.86466727 6739.871
#> 2468 817.66700116 6480.031
#> 2469 673.19662027 6285.027
#> 2470 672.42870800 6323.054
#> 2471 634.01718986 6394.775
#> 2472 335.92187229 6692.836
#> 2473 525.76738657 6242.057
#> 2474 298.46144427 6694.209
#> 2475 595.32584164 6502.718
#> 2476 332.53331249 6543.874
#> 2477 78.27131870 6748.788
#> 2478 184.70888217 6440.037
#> 2479 410.36315165 6353.924
#> 2480 598.04350757 6317.160
#> 2481 600.32905062 6171.116
#> 2482 630.68419590 6432.069
#> 2483 747.94376640 6252.483
#> 2484 896.28517575 6373.087
#> 2485 238.26158584 6344.763
#> 2486 220.91342148 6399.900
#> 2487 782.76967970 6399.039
#> 2488 561.35491857 6282.492
#> 2489 240.76598190 6383.857
#> 2490 708.04526731 6285.769
#> 2491 259.29862223 6435.656
#> 2492 410.45494681 6390.624
#> 2493 185.76308898 6402.391
#> 2494 448.98556594 6279.646
#> 2495 334.25302678 6542.497
#> 2496 150.59032337 6593.091
#> 2497 561.73965201 6172.330
#> 2498 449.15572117 6281.851
#> 2499 187.35844985 6325.791
#> 2500 238.65098250 6306.369
#> 2501 185.45928647 6588.551
#> 2502 486.23210948 6354.181
#> 2503 712.04289688 6250.026
#> 2504 184.34436217 6476.816
#> 2505 19.89086002 6665.370
#> 2506 204.22036338 6346.132
#> 2507 262.20158811 6658.972
#> 2508 205.93629734 6345.664
#> 2509 445.19471595 6611.535
#> 2510 596.15514628 6429.517
#> 2511 896.36446598 6374.833
#> 2512 633.26245730 6504.288
#> 2513 19.58276288 6627.613
#> 2514 709.35090903 6284.702
#> 2515 38.42951489 6829.764
#> 2516 634.68844262 6318.643
#> 2517 447.51474635 6355.682
#> 2518 222.39730389 6326.740
#> 2519 521.32373733 6467.906
#> 2520 745.08261952 6362.272
#> 2521 745.69966765 6325.581
#> 2522 562.06868995 6393.623
#> 2523 522.75394869 6392.502
#> 2524 183.78671541 6516.179
#> 2525 595.56064868 6428.387
#> 2526 149.02111720 6630.029
#> 2527 523.41881825 6281.778
#> 2528 746.17640108 6287.990
#> 2529 372.64395207 6391.351
#> 2530 334.53528308 6542.584
#> 2531 183.73770872 6332.367
#> 2532 259.34011384 6512.765
#> 2533 409.16931729 6391.762
#> 2534 706.92985663 6358.502
#> 2535 148.31622906 6629.054
#> 2536 824.22315356 6330.981
#> 2537 411.03884339 6357.018
#> 2538 635.00121699 6318.356
#> 2539 111.61628725 6596.203
#> 2540 522.65017966 6430.615
#> 2541 556.24378240 6575.825
#> 2542 602.03449110 6134.384
#> 2543 672.46237691 6282.335
#> 2544 183.29462960 6439.720
#> 2545 185.78654012 6629.212
#> 2546 633.89299444 6397.530
#> 2547 103.84205910 6715.041
#> 2548 111.80855961 6594.641
#> 2549 520.72022317 6504.346
#> 2550 446.28258830 6539.685
#> 2551 818.59400913 6401.485
#> 2552 148.41914276 6407.172
#> 2553 -34.40708740 6765.191
#> 2554 334.19163961 6285.560
#> 2555 409.59147104 6428.620
#> 2556 260.06345002 6323.640
#> 2557 204.57970203 6346.089
#> 2558 447.32695377 6544.589
#> 2559 782.92080737 6329.220
#> 2560 529.11541944 6130.664
#> 2561 372.53910230 6390.601
#> 2562 595.03171020 6503.090
#> 2563 598.22980842 6280.357
#> 2564 560.83730557 6171.034
#> 2565 671.93751090 6393.250
#> 2566 298.86843207 6582.599
#> 2567 821.72463887 6293.305
#> 2568 110.71822954 6563.355
#> 2569 296.36299899 6546.089
#> 2570 632.67361595 6502.313
#> 2571 239.38495524 6382.546
#> 2572 110.95226243 6523.357
#> 2573 822.29789791 6327.976
#> 2574 36.38614304 6569.446
#> 2575 5.71887162 6797.453
#> 2576 297.28837698 6361.086
#> 2577 -37.10997468 6539.385
#> 2578 634.42988127 6394.714
#> 2579 -30.92589153 6917.550
#> 2580 221.57750416 6362.666
#> 2581 447.06331687 6538.912
#> 2582 148.73612231 6407.650
#> 2583 240.70199360 6420.088
#> 2584 75.43098592 6638.145
#> 2585 240.73191431 6418.967
#> 2586 482.69012493 6537.005
#> 2587 491.90390929 6057.519
#> 2588 186.23055844 6514.433
#> 2589 595.94832468 6503.417
#> 2590 483.12778919 6505.010
#> 2591 559.68978418 6352.925
#> 2592 374.81916172 6317.637
#> 2593 203.92624539 6422.877
#> 2594 408.91952505 6466.974
#> 2595 237.50832258 6305.406
#> 2596 275.61141931 6377.317
#> 2597 203.99580459 6420.698
#> 2598 596.86941413 6502.602
#> 2599 3.76093807 6911.709
#> 2600 148.14168767 6632.017
#> 2601 820.90098987 6367.770
#> 2602 490.15766136 6095.899
#> 2603 279.04195104 6340.772
#> 2604 525.95534135 6245.920
#> 2605 485.19753308 6392.857
#> 2606 165.54424635 6385.701
#> 2607 205.82017514 6309.518
#> 2608 482.35571468 6578.614
#> 2609 482.78252759 6541.839
#> 2610 409.02483829 6615.143
#> 2611 223.93619052 6660.077
#> 2612 410.61616235 6317.034
#> 2613 36.78264425 6716.793
#> 2614 560.30441374 6280.120
#> 2615 710.71870476 6426.519
#> 2616 526.01350717 6131.220
#> 2617 672.34948218 6245.296
#> 2618 410.83612542 6354.701
#> 2619 373.49610296 6318.721
#> 2620 522.19976964 6427.993
#> 2621 526.15072945 6204.823
#> 2622 296.38698270 6658.372
#> 2623 184.71215688 6441.644
#> 2624 561.40842032 6279.543
#> 2625 240.73962464 6417.428
#> 2626 184.70121810 6515.380
#> 2627 1.96491755 6762.290
#> 2628 204.84266970 6343.527
#> 2629 186.35099335 6662.677
#> 2630 372.23793330 6321.139
#> 2631 672.31360780 6209.117
#> 2632 523.27059010 6314.854
#> 2633 111.22621326 6485.998
#> 2634 237.39671550 6381.916
#> 2635 37.05751767 6755.069
#> 2636 -31.52972379 6652.803
#> 2637 483.45325676 6467.024
#> 2638 409.34681104 6539.760
#> 2639 445.26683760 6281.418
#> 2640 485.22126392 6393.312
#> 2641 222.54869939 6548.603
#> 2642 110.22005287 6710.934
#> 2643 240.23494677 6343.382
#> 2644 241.24005603 6419.182
#> 2645 745.67180741 6326.041
#> 2646 111.24765672 6671.847
#> 2647 412.02595597 6280.752
#> 2648 745.85085260 6287.926
#> 2649 185.50406236 6628.828
#> 2650 185.67396972 6330.560
#> 2651 819.27408548 6401.930
#> 2652 564.09914988 6170.624
#> 2653 -71.52421664 6847.855
#> 2654 489.77683467 6095.766
#> 2655 412.02925034 6282.461
#> 2656 528.19267001 6132.764
#> 2657 525.92398085 6207.565
#> 2658 745.42839786 6398.400
#> 2659 521.17856944 6467.364
#> 2660 258.69707840 6434.892
#> 2661 410.03769794 6578.104
#> 2662 526.90024943 6097.483
#> 2663 555.63652426 6467.067
#> 2664 222.00620620 6439.669
#> 2665 371.32295495 6432.055
#> 2666 672.19173341 6318.555
#> 2667 489.84041342 6130.458
#> 2668 895.48440794 6449.359
#> 2669 487.80831048 6244.036
#> 2670 148.79919515 6776.410
#> 2671 409.77090606 6503.145
#> 2672 670.05583401 6468.893
#> 2673 525.78735735 6282.606
#> 2674 94.23062141 6692.526
#> 2675 37.60057987 6682.493
#> 2676 259.86677044 6659.564
#> 2677 372.64988858 6357.594
#> 2678 335.29031288 6396.596
#> 2679 445.78843556 6502.878
#> 2680 446.36970554 6539.380
#> 2681 258.76077814 6471.943
#> 2682 186.35266191 6517.562
#> 2683 820.74841428 6367.989
#> 2684 167.13182160 6386.280
#> 2685 674.98379596 6467.364
#> 2686 333.20517553 6508.664
#> 2687 294.51552719 6619.980
#> 2688 184.80574916 6366.069
#> 2689 744.12922107 6359.782
#> 2690 182.51708310 6369.458
#> 2691 558.84149975 6466.187
#> 2692 597.11049600 6354.066
#> 2693 110.29317008 6673.811
#> 2694 673.04994585 6470.422
#> 2695 633.82360254 6396.024
#> 2696 259.89341542 6660.033
#> 2697 451.76379985 6094.643
#> 2698 412.85763966 6242.735
#> 2699 147.40812623 6482.298
#> 2700 482.28008906 6575.819
#> 2701 222.58173798 6440.169
#> 2702 526.25599430 6131.309
#> 2703 520.92428741 6464.207
#> 2704 708.69616664 6433.106
#> 2705 525.63674344 6168.975
#> 2706 93.52949702 6654.678
#> 2707 223.72119246 6623.130
#> 2708 -32.85912785 6804.183
#> 2709 184.87536922 6551.775
#> 2710 165.64873969 6422.206
#> 2711 672.22231215 6209.057
#> 2712 410.06817030 6391.919
#> 2713 259.29562129 6362.265
#> 2714 1.05929154 6645.833
#> 2715 371.31604439 6316.588
#> 2716 223.63049532 6326.691
#> 2717 239.22239770 6345.284
#> 2718 94.20682737 6654.979
#> 2719 446.83820069 6393.572
#> 2720 636.19431266 6208.182
#> 2721 562.08554726 6132.769
#> 2722 296.51242697 6621.082
#> 2723 3.53385149 6909.310
#> 2724 223.18650686 6623.631
#> 2725 856.76956312 6409.961
#> 2726 673.77319875 6246.067
#> 2727 632.76017884 6501.819
#> 2728 205.85245527 6381.645
#> 2729 41.45841899 6904.395
#> 2730 448.34346004 6313.917
#> 2731 560.94641159 6356.125
#> 2732 516.24749500 6540.626
#> 2733 237.74223479 6308.441
#> 2734 557.71526540 6579.797
#> 2735 147.73748643 6479.400
#> 2736 297.02778313 6434.927
#> 2737 483.18650669 6503.437
#> 2738 335.70879931 6431.445
#> 2739 223.21130635 6664.056
#> 2740 297.07630835 6319.384
#> 2741 673.20951704 6467.859
#> 2742 447.70364628 6610.284
#> 2743 186.15393058 6402.199
#> 2744 595.72134298 6465.475
#> 2745 595.10691627 6503.053
#> 2746 408.84401477 6538.681
#> 2747 745.76849586 6288.702
#> 2748 147.23331752 6517.593
#> 2749 447.06639973 6465.155
#> 2750 92.57353432 6655.495
#> 2751 184.90774888 6479.884
#> 2752 671.26174042 6321.975
#> 2753 783.66238658 6289.866
#> 2754 111.77807002 6598.590
#> 2755 185.65559902 6625.734
#> 2756 708.80034197 6284.783
#> 2757 373.55350684 6579.655
#> 2758 489.65424289 6093.916
#> 2759 409.86776345 6428.885
#> 2760 634.15417169 6244.435
#> 2761 147.89615924 6558.024
#> 2762 -1.50814639 6686.474
#> 2763 482.74651797 6501.527
#> 2764 481.03527261 6575.473
#> 2765 766.75552090 6455.556
#> 2766 99.84692901 6656.173
#> 2767 262.13408399 6586.615
#> 2768 523.90929924 6318.364
#> 2769 370.96686263 6504.704
#> 2770 672.02692127 6357.046
#> 2771 371.10360073 6354.831
#> 2772 484.95175804 6393.001
#> 2773 334.92671993 6394.023
#> 2774 -17.94140522 6707.071
#> 2775 280.77180960 6341.158
#> 2776 40.08687226 6607.047
#> 2777 815.99691644 6441.812
#> 2778 670.50851709 6396.282
#> 2779 519.84224331 6575.628
#> 2780 37.35841597 6678.157
#> 2781 895.83329367 6372.860
#> 2782 204.73648695 6345.035
#> 2783 258.70889022 6510.848
#> 2784 184.78773021 6327.026
#> 2785 148.34843395 6594.010
#> 2786 240.53970805 6381.462
#> 2787 635.22521179 6357.786
#> 2788 522.53075380 6389.844
#> 2789 445.63626033 6503.780
#> 2790 261.40634801 6360.798
#> 2791 74.65948524 6674.891
#> 2792 595.60982641 6506.395
#> 2793 596.13326261 6502.744
#> 2794 525.99724545 6099.178
#> 2795 483.18549049 6466.971
#> 2796 482.04805918 6574.657
#> 2797 -33.50638017 6803.654
#> 2798 333.37086515 6508.602
#> 2799 593.99905447 6503.860
#> 2800 519.71600518 6578.010
#> 2801 166.76640189 6423.606
#> 2802 221.82920031 6551.584
#> 2803 164.95856233 6388.446
#> 2804 819.28324719 6442.753
#> 2805 560.09308777 6503.041
#> 2806 637.28029650 6207.987
#> 2807 522.50852056 6390.622
#> 2808 258.69939005 6548.935
#> 2809 37.74178457 6753.197
#> 2810 41.52903305 6902.246
#> 2811 39.47810120 6830.402
#> 2812 486.29467442 6315.380
#> 2813 221.20533933 6290.669
#> 2814 519.60956190 6572.739
#> 2815 855.95088750 6330.114
#> 2816 371.73688389 6428.520
#> 2817 115.05458952 6783.597
#> 2818 373.11041328 6317.142
#> 2819 259.71377198 6507.133
#> 2820 448.83117875 6541.220
#> 2821 560.03123879 6354.167
#> 2822 149.11748228 6741.141
#> 2823 371.61740618 6355.264
#> 2824 35.81328404 6718.828
#> 2825 111.37889579 6595.596
#> 2826 490.15891354 6057.402
#> 2827 410.01667904 6390.489
#> 2828 746.68140165 6249.749
#> 2829 370.94946011 6544.288
#> 2830 110.83358504 6711.452
#> 2831 600.25763114 6171.212
#> 2832 225.01416662 6288.391
#> 2833 671.28250758 6397.886
#> 2834 522.69434593 6280.577
#> 2835 674.36023451 6248.661
#> 2836 184.75240660 6402.825
#> 2837 526.71490285 6130.649
#> 2838 223.08807780 6661.557
#> 2839 203.59562047 6420.486
#> 2840 521.12189067 6467.345
#> 2841 490.39118089 6093.559
#> 2842 187.76600091 6700.439
#> 2843 112.01740190 6667.719
#> 2844 38.19567177 6682.254
#> 2845 110.58286662 6483.876
#> 2846 335.24264315 6393.712
#> 2847 298.95099821 6693.347
#> 2848 600.42241277 6207.937
#> 2849 444.91489533 6464.667
#> 2850 203.86419658 6309.068
#> 2851 41.40008966 6792.529
#> 2852 258.67781997 6471.672
#> 2853 560.79454730 6500.590
#> 2854 856.55491889 6334.302
#> 2855 185.74436207 6663.420
#> 2856 35.61507096 6715.846
#> 2857 185.20772684 6588.964
#> 2858 111.74022567 6598.612
#> 2859 147.70953231 6554.230
#> 2860 598.38600532 6317.355
#> 2861 449.69187801 6353.261
#> 2862 37.95134097 6753.141
#> 2863 148.28692941 6556.308
#> 2864 186.83143844 6551.833
#> 2865 185.41031285 6514.352
#> 2866 486.59190325 6316.517
#> 2867 236.97102614 6384.157
#> 2868 297.76736432 6655.682
#> 2869 74.42607617 6603.282
#> 2870 59.68371285 6655.600
#> 2871 333.31598733 6469.835
#> 2872 276.77577477 6377.523
#> 2873 112.48673983 6746.642
#> 2874 41.99734766 6791.620
#> 2875 334.31844829 6542.453
#> 2876 744.99533632 6362.550
#> 2877 297.76675459 6323.774
#> 2878 521.51137896 6464.302
#> 2879 371.35960968 6429.045
#> 2880 371.40732842 6617.593
#> 2881 672.78052836 6210.537
#> 2882 222.70956764 6401.528
#> 2883 745.80470956 6285.252
#> 2884 258.69463192 6660.650
#> 2885 335.51440310 6355.900
#> 2886 565.53496235 6276.126
#> 2887 333.54601807 6577.986
#> 2888 73.78826982 6600.679
#> 2889 522.77681945 6352.059
#> 2890 186.40179334 6666.406
#> 2891 166.97852591 6388.511
#> 2892 334.13179982 6471.429
#> 2893 710.02176815 6285.691
#> 2894 673.38901000 6246.774
#> 2895 483.00865364 6499.762
#> 2896 559.17955762 6466.726
#> 2897 334.00347685 6617.321
#> 2898 -69.18602243 6772.039
#> 2899 600.58182730 6169.894
#> 2900 483.43609421 6576.472
#> 2901 115.28575125 6784.106
#> 2902 744.93079446 6435.240
#> 2903 43.84931455 6904.284
#> 2904 448.11563234 6392.870
#> 2905 709.16802744 6247.436
#> 2906 148.23613760 6407.233
#> 2907 377.70344716 6691.277
#> 2908 525.55846959 6206.644
#> 2909 488.16476674 6241.505
#> 2910 444.31814934 6577.996
#> 2911 526.06202748 6206.802
#> 2912 334.22203280 6542.352
#> 2913 561.40735015 6132.223
#> 2914 600.61161283 6172.503
#> 2915 895.75082745 6372.354
#> 2916 373.08548346 6692.584
#> 2917 237.35906772 6380.757
#> 2918 524.06308644 6166.188
#> 2919 261.82229147 6696.237
#> 2920 333.27831916 6658.439
#> 2921 185.40515034 6554.369
#> 2922 448.63621842 6314.676
#> 2923 600.35198661 6205.602
#> 2924 280.35791806 6340.670
#> 2925 446.27960597 6428.458
#> 2926 -68.91932911 6842.984
#> 2927 600.20751840 6208.593
#> 2928 594.54031882 6468.069
#> 2929 595.03513920 6430.955
#> 2930 856.29729178 6332.957
#> 2931 447.17980017 6390.546
#> 2932 206.39698888 6346.462
#> 2933 296.21794055 6658.680
#> 2934 410.20788776 6394.285
#> 2935 333.94383345 6615.674
#> 2936 562.64754403 6167.465
#> 2937 259.80425247 6474.729
#> 2938 185.87567130 6663.428
#> 2939 204.22751218 6345.556
#> 2940 371.30087215 6578.037
#> 2941 372.17816638 6429.160
#> 2942 -25.87208159 6877.613
#> 2943 409.27938158 6505.089
#> 2944 633.64485596 6431.708
#> 2945 371.26617867 6357.778
#> 2946 166.87932582 6424.676
#> 2947 147.43957105 6479.409
#> 2948 169.81771073 6342.640
#> 2949 35.64344391 6716.649
#> 2950 522.93310134 6428.778
#> 2951 201.90281268 6383.618
#> 2952 669.50301914 6432.770
#> 2953 186.19152946 6663.128
#> 2954 259.75847401 6659.319
#> 2955 77.02256011 6788.379
#> 2956 784.01010796 6289.090
#> 2957 183.96947868 6480.295
#> 2958 297.11765037 6584.062
#> 2959 259.61826644 6436.131
#> 2960 451.06444872 6207.415
#> 2961 375.97904197 6281.388
#> 2962 186.04253409 6293.426
#> 2963 744.76216566 6361.919
#> 2964 259.81653556 6622.974
#> 2965 371.12577933 6430.252
#> 2966 597.27228655 6432.960
#> 2967 711.79737968 6288.185
#> 2968 185.62192706 6554.080
#> 2969 635.72842391 6246.477
#> 2970 410.73139772 6354.429
#> 2971 485.57581610 6428.305
#> 2972 486.57970997 6244.145
#> 2973 487.91505089 6244.182
#> 2974 598.65014035 6279.485
#> 2975 897.24892568 6372.720
#> 2976 113.06651748 6670.696
#> 2977 259.17461761 6507.337
#> 2978 371.24552091 6544.103
#> 2979 112.58028162 6669.263
#> 2980 259.35574353 6397.668
#> 2981 783.23424980 6439.256
#> 2982 73.97574145 6639.951
#> 2983 185.02369880 6515.211
#> 2984 187.50321834 6477.257
#> 2985 39.32209360 6830.389
#> 2986 406.64665960 6578.486
#> 2987 703.42408318 6457.268
#> 2988 782.57217359 6404.147
#> 2989 634.64172285 6321.224
#> 2990 259.22982890 6508.932
#> 2991 525.70055511 6095.980
#> 2992 258.76142849 6475.820
#> 2993 633.82239015 6503.658
#> 2994 150.92364491 6705.695
#> 2995 222.91072657 6401.145
#> 2996 821.95980325 6293.912
#> 2997 150.48536913 6704.641
#> 2998 407.56725373 6580.851
#> 2999 334.78279860 6358.361
#> 3000 599.12952052 6206.731
#> 3001 555.30365481 6575.995
#> 3002 239.21298943 6382.310
#> 3003 409.61309292 6465.799
#> 3004 236.89765771 6383.090
#> 3005 146.83565705 6668.161
#> 3006 259.36980873 6509.811
#> 3007 520.35684302 6504.972
#> 3008 672.75788200 6284.612
#> 3009 857.07404965 6369.366
#> 3010 707.85404152 6434.397
#> 3011 186.33315039 6662.981
#> 3012 742.54273353 6402.806
#> 3013 110.40817325 6634.666
#> 3014 707.86568980 6358.250
#> 3015 148.72505959 6630.700
#> 3016 34.81031083 6645.349
#> 3017 408.20383129 6503.024
#> 3018 521.17948510 6467.194
#> 3019 523.08304117 6353.629
#> 3020 635.60351528 6284.921
#> 3021 633.55192513 6466.507
#> 3022 672.18334349 6282.658
#> 3023 184.42993494 6513.837
#> 3024 595.93125523 6466.265
#> 3025 528.41747153 6204.801
#> 3026 748.14883581 6473.027
#> 3027 672.38311699 6283.279
#> 3028 856.17373299 6333.653
#> 3029 -33.98027297 6730.546
#> 3030 486.02490472 6392.905
#> 3031 558.34567408 6465.418
#> 3032 184.69885188 6514.635
#> 3033 782.34963587 6475.241
#> 3034 297.40576841 6321.591
#> 3035 149.54653069 6371.394
#> 3036 148.66293820 6740.782
#> 3037 745.99395416 6323.609
#> 3038 204.79858336 6419.820
#> 3039 597.15373865 6317.540
#> 3040 601.58991546 6168.654
#> 3041 444.71182666 6539.361
#> 3042 221.01593852 6475.451
#> 3043 4.80579642 6760.446
#> 3044 296.94584945 6693.958
#> 3045 445.91783252 6611.507
#> 3046 819.68177135 6480.225
#> 3047 239.12722423 6344.069
#> 3048 371.15404788 6615.117
#> 3049 332.08470624 6543.639
#> 3050 372.88486488 6395.250
#> 3051 333.77699333 6617.849
#> 3052 223.05017672 6511.512
#> 3053 520.14724546 6501.557
#> 3054 1.53713535 6871.890
#> 3055 783.09598727 6363.317
#> 3056 856.73565425 6371.850
#> 3057 568.04245120 6316.800
#> 3058 557.03435915 6576.179
#> 3059 -69.16967166 6769.865
#> 3060 558.70641533 6315.166
#> 3061 38.40285391 6757.443
#> 3062 37.62116696 6530.624
#> 3063 855.79981082 6442.509
#> 3064 525.51801671 6281.868
#> 3065 372.91448078 6317.953
#> 3066 186.00933157 6589.437
#> 3067 634.56514313 6355.235
#> 3068 600.29443282 6134.991
#> 3069 817.78148026 6474.839
#> 3070 3.68424118 6835.456
#> 3071 485.93298663 6388.592
#> 3072 57.09303662 6659.153
#> 3073 2.79745361 6760.542
#> 3074 857.08957846 6370.178
#> 3075 150.52812943 6778.526
#> 3076 598.21912507 6242.370
#> 3077 744.54956287 6438.292
#> 3078 446.85963921 6542.137
#> 3079 185.35530278 6478.668
#> 3080 450.63857034 6241.269
#> 3081 445.78770587 6501.617
#> 3082 334.83617048 6396.498
#> 3083 334.51710691 6582.800
#> 3084 298.46348248 6695.662
#> 3085 41.41510697 6828.402
#> 3086 203.80661359 6344.694
#> 3087 297.30299842 6546.517
#> 3088 410.50895064 6391.203
#> 3089 258.80386161 6585.872
#> 3090 481.77786244 6575.656
#> 3091 708.35525808 6284.966
#> 3092 894.70414957 6447.846
#> 3093 44.21748045 6904.431
#> 3094 276.80562663 6415.011
#> 3095 895.79969191 6409.050
#> 3096 184.47708755 6629.551
#> 3097 280.95743980 6305.657
#> 3098 150.46411440 6332.389
#> 3099 371.38330288 6618.008
#> 3100 150.02769441 6705.103
#> 3101 671.21178813 6395.188
#> 3102 745.57355364 6323.384
#> 3103 557.15093240 6538.748
#> 3104 297.20949402 6357.912
#> 3105 564.58199191 6244.313
#> 3106 631.59119503 6467.462
#> 3107 745.74518010 6326.343
#> 3108 519.87113284 6577.717
#> 3109 371.82977082 6432.627
#> 3110 334.97183506 6469.465
#> 3111 222.46955155 6438.627
#> 3112 221.02899648 6401.139
#> 3113 408.16021829 6578.822
#> 3114 782.33055472 6363.841
#> 3115 109.76823033 6636.263
#> 3116 35.67830935 6608.489
#> 3117 636.18435430 6209.345
#> 3118 296.63183685 6507.195
#> 3119 445.50163883 6576.058
#> 3120 446.42741934 6539.108
#> 3121 111.24679343 6633.042
#> 3122 148.25934197 6405.451
#> 3123 109.34210378 6670.508
#> 3124 333.26084784 6659.864
#> 3125 702.83445841 6461.470
#> 3126 369.64355812 6502.168
#> 3127 298.48260710 6694.261
#> 3128 222.95748506 6477.176
#> 3129 222.77632834 6550.632
#> 3130 1.97165584 6758.135
#> 3131 4.66793746 6800.759
#> 3132 410.03647046 6392.265
#> 3133 111.28970795 6373.156
#> 3134 410.01882566 6353.388
#> 3135 112.15001774 6783.839
#> 3136 371.38391052 6543.997
#> 3137 297.67376312 6397.758
#> 3138 633.61603990 6468.713
#> 3139 708.29074283 6432.702
#> 3140 672.54600238 6467.203
#> 3141 223.01225210 6662.661
#> 3142 482.67194197 6540.112
#> 3143 372.68929359 6541.996
#> 3144 556.14911699 6542.272
#> 3145 42.77787067 6904.430
#> 3146 203.73525729 6346.384
#> 3147 280.50825773 6343.159
#> 3148 372.34467181 6355.144
#> 3149 895.20109537 6372.572
#> 3150 486.84330065 6279.061
#> 3151 410.30438074 6501.738
#> 3152 165.26459196 6388.136
#> 3153 55.21073766 6700.141
#> 3154 199.75558332 6384.749
#> 3155 490.16530707 6093.558
#> 3156 447.12975593 6353.417
#> 3157 92.78833042 6654.179
#> 3158 671.40130930 6393.464
#> 3159 674.18563829 6244.825
#> 3160 783.11001048 6324.982
#> 3161 822.09585111 6365.628
#> 3162 276.84730160 6417.141
#> 3163 295.11923081 6471.749
#> 3164 238.37218413 6417.959
#> 3165 278.62740165 6305.301
#> 3166 75.74022729 6639.394
#> 3167 856.37500470 6442.766
#> 3168 222.69328176 6511.464
#> 3169 4.37429147 6910.365
#> 3170 297.47982424 6361.057
#> 3171 745.03659922 6324.491
#> 3172 110.46275910 6560.977
#> 3173 410.82958669 6354.207
#> 3174 484.40691644 6430.682
#> 3175 333.82945038 6619.154
#> 3176 333.67726281 6507.786
#> 3177 750.34457171 6251.263
#> 3178 709.34035433 6399.179
#> 3179 411.74577140 6282.563
#> 3180 556.62921473 6538.730
#> 3181 446.85974171 6390.353
#> 3182 202.63112594 6383.738
#> 3183 186.00599433 6403.455
#> 3184 485.12221885 6430.320
#> 3185 409.81215451 6391.439
#> 3186 199.69522749 6384.820
#> 3187 745.96453161 6323.438
#> 3188 374.55764589 6395.274
#> 3189 296.07718770 6472.554
#> 3190 894.92665450 6447.003
#> 3191 242.64610102 6380.351
#> 3192 632.92353564 6428.787
#> 3193 783.11510421 6400.664
#> 3194 247.98551356 6345.266
#> 3195 147.60928790 6518.333
#> 3196 148.16285163 6405.720
#> 3197 486.41456775 6428.622
#> 3198 335.65453227 6359.164
#> 3199 408.66424330 6579.663
#> 3200 526.30957921 6132.965
#> 3201 446.28686346 6427.327
#> 3202 895.22335631 6447.910
#> 3203 259.23358944 6583.151
#> 3204 297.13280234 6358.105
#> 3205 36.89171433 6604.739
#> 3206 782.88199860 6363.153
#> 3207 334.06136778 6512.274
#> 3208 412.39737233 6421.244
#> 3209 110.88097069 6711.004
#> 3210 297.97341154 6511.382
#> 3211 594.90358394 6539.539
#> 3212 525.51497830 6097.232
#> 3213 372.32896537 6578.493
#> 3214 259.46897907 6511.365
#> 3215 558.95563616 6465.762
#> 3216 557.94612075 6501.612
#> 3217 595.82819424 6465.853
#> 3218 749.47329462 6471.153
#> 3219 449.06139522 6317.367
#> 3220 412.28598537 6283.573
#> 3221 562.24225365 6208.663
#> 3222 746.66828297 6288.829
#> 3223 297.34217467 6546.811
#> 3224 450.80931067 6243.891
#> 3225 673.03735244 6251.211
#> 3226 600.11778310 6321.489
#> 3227 147.14636975 6668.305
#> 3228 166.12022105 6387.707
#> 3229 595.47091454 6502.933
#> 3230 259.01321761 6472.210
#> 3231 520.07923380 6577.095
#> 3232 633.97506967 6394.965
#> 3233 333.99528490 6582.626
#> 3234 710.76641192 6287.087
#> 3235 373.47453755 6321.122
#> 3236 486.63493894 6356.588
#> 3237 521.33221656 6467.096
#> 3238 224.10399135 6663.060
#> 3239 409.17474039 6504.310
#> 3240 148.18775717 6628.864
#> 3241 446.58231051 6394.698
#> 3242 296.64151957 6435.919
#> 3243 672.70245562 6285.065
#> 3244 558.08014739 6577.141
#> 3245 222.83461198 6664.017
#> 3246 450.93252821 6244.550
#> 3247 147.43495792 6517.064
#> 3248 297.33120229 6509.881
#> 3249 111.21328971 6744.101
#> 3250 147.88314783 6445.085
#> 3251 672.67128204 6209.992
#> 3252 783.13043669 6364.660
#> 3253 557.83572177 6502.284
#> 3254 297.14699764 6583.536
#> 3255 371.35850683 6505.487
#> 3256 636.38807256 6245.466
#> 3257 41.11604316 6791.105
#> 3258 110.94722671 6484.713
#> 3259 524.45051761 6318.354
#> 3260 221.94472379 6290.631
#> 3261 671.83935961 6355.379
#> 3262 224.78225423 6289.514
#> 3263 635.65592805 6284.304
#> 3264 371.28957012 6282.472
#> 3265 410.96768806 6578.658
#> 3266 559.91435275 6205.247
#> 3267 75.16101735 6639.913
#> 3268 223.04321610 6362.540
#> 3269 75.65853543 6562.246
#> 3270 297.07612265 6321.869
#> 3271 146.30166714 6445.229
#> 3272 487.75069244 6244.421
#> 3273 223.44008634 6698.459
#> 3274 372.16116793 6466.725
#> 3275 95.97340766 6656.558
#> 3276 259.22745343 6321.830
#> 3277 892.27944090 6370.424
#> 3278 412.03707999 6354.527
#> 3279 819.64416228 6296.107
#> 3280 371.39158465 6429.854
#> 3281 446.00761104 6541.954
#> 3282 634.40291649 6357.551
#> 3283 370.56183176 6544.092
#> 3284 78.38194314 6786.285
#> 3285 490.53148849 6060.675
#> 3286 296.64459003 6397.217
#> 3287 671.48869965 6430.201
#> 3288 411.02879737 6317.369
#> 3289 782.56836306 6364.918
#> 3290 896.45797227 6410.072
#> 3291 36.76579413 6640.870
#> 3292 669.84288759 6430.373
#> 3293 42.14977092 6903.815
#> 3294 260.20870248 6507.702
#> 3295 558.26478981 6505.600
#> 3296 78.77533053 6787.782
#> 3297 223.67295785 6363.598
#> 3298 748.29736953 6473.465
#> 3299 221.18297418 6400.049
#> 3300 221.81397175 6548.914
#> 3301 94.13996914 6656.692
#> 3302 524.86659302 6242.210
#> 3303 782.56719535 6365.040
#> 3304 557.15952749 6541.915
#> 3305 111.33387377 6671.367
#> 3306 223.57769623 6324.795
#> 3307 334.89529279 6396.294
#> 3308 673.92265953 6248.467
#> 3309 40.42071986 6904.909
#> 3310 296.58549387 6432.801
#> 3311 410.12548543 6394.255
#> 3312 820.54906209 6368.349
#> 3313 597.07556237 6357.343
#> 3314 333.68924015 6578.768
#> 3315 110.48547515 6712.649
#> 3316 634.39777461 6355.872
#> 3317 708.74920489 6288.882
#> 3318 451.35293638 6607.250
#> 3319 114.71970353 6785.397
#> 3320 169.12540183 6342.104
#> 3321 673.99419652 6247.415
#> 3322 185.76051046 6665.425
#> 3323 336.48173687 6285.374
#> 3324 371.16492266 6507.544
#> 3325 334.79622322 6578.782
#> 3326 556.01307470 6503.042
#> 3327 224.11034928 6363.841
#> 3328 -65.85558176 6845.974
#> 3329 598.01124679 6317.110
#> 3330 519.52915390 6574.969
#> 3331 372.02768608 6428.970
#> 3332 260.21202061 6545.581
#> 3333 714.30910903 6248.676
#> 3334 -31.60609436 6878.908
#> 3335 563.51734107 6246.295
#> 3336 596.33823291 6394.207
#> 3337 297.52614370 6543.505
#> 3338 490.19449806 6057.452
#> 3339 259.22526407 6660.599
#> 3340 855.40289009 6330.674
#> 3341 371.44693002 6614.038
#> 3342 222.65276211 6663.261
#> 3343 56.79961502 6659.660
#> 3344 333.24826294 6652.763
#> 3345 167.57025606 6425.015
#> 3346 147.73618777 6520.356
#> 3347 75.36041720 6638.671
#> 3348 72.99863222 6600.225
#> 3349 296.54840286 6509.487
#> 3350 371.67785955 6503.678
#> 3351 224.08978339 6475.585
#> 3352 -32.09429927 6650.795
#> 3353 634.38110604 6357.904
#> 3354 486.64480243 6278.912
#> 3355 673.44407219 6322.034
#> 3356 183.52268952 6404.131
#> 3357 5.65942754 6683.618
#> 3358 894.58270777 6446.072
#> 3359 371.20534479 6391.869
#> 3360 595.61728447 6467.131
#> 3361 110.78472648 6669.888
#> 3362 446.40810786 6579.090
#> 3363 487.49039418 6243.347
#> 3364 147.51940752 6443.441
#> 3365 148.68022133 6668.793
#> 3366 73.58014595 6638.352
#> 3367 633.06957908 6508.054
#> 3368 408.26631592 6498.207
#> 3369 443.56217718 6611.726
#> 3370 373.52998995 6395.843
#> 3371 446.52341908 6539.233
#> 3372 372.29640323 6395.022
#> 3373 408.91830442 6580.645
#> 3374 821.76461662 6328.335
#> 3375 525.51499353 6241.549
#> 3376 525.61919351 6096.228
#> 3377 373.24081819 6281.409
#> 3378 410.92629674 6357.019
#> 3379 598.26700671 6320.145
#> 3380 526.31918843 6131.351
#> 3381 40.95050854 6792.157
#> 3382 0.39693488 6724.131
#> 3383 410.57249045 6466.479
#> 3384 483.22907764 6539.945
#> 3385 675.20040569 6284.054
#> 3386 37.67663741 6715.708
#> 3387 223.16948324 6586.545
#> 3388 296.25544507 6584.432
#> 3389 708.55140318 6321.600
#> 3390 595.89853725 6502.846
#> 3391 202.94631118 6420.469
#> 3392 560.53122982 6279.696
#> 3393 111.64486122 6633.358
#> 3394 -64.04482090 6921.236
#> 3395 596.05624547 6392.189
#> 3396 184.23196760 6440.073
#> 3397 259.15335786 6622.413
#> 3398 147.86714568 6444.240
#> 3399 223.01117451 6586.645
#> 3400 239.06923784 6345.259
#> 3401 -34.17921404 6842.512
#> 3402 263.14394705 6696.388
#> 3403 57.55590411 6659.676
#> 3404 237.37835884 6306.908
#> 3405 822.39347603 6327.783
#> 3406 375.02785038 6392.841
#> 3407 527.25631326 6240.960
#> 3408 522.82662269 6425.687
#> 3409 149.29933465 6371.418
#> 3410 259.59892999 6587.861
#> 3411 110.26582395 6747.130
#> 3412 259.19265662 6583.458
#> 3413 371.93381966 6615.224
#> 3414 185.44209961 6480.602
#> 3415 224.17749539 6623.326
#> 3416 520.75622398 6538.528
#> 3417 446.32780991 6504.964
#> 3418 409.54846792 6316.854
#> 3419 -110.00675458 6740.051
#> 3420 674.60586339 6246.884
#> 3421 79.79129693 6673.138
#> 3422 673.10081676 6285.773
#> 3423 485.11831959 6392.886
#> 3424 239.25180275 6344.198
#> 3425 112.27952558 6559.645
#> 3426 225.88315902 6699.708
#> 3427 486.33113888 6318.516
#> 3428 238.54350762 6382.085
#> 3429 110.83405209 6561.430
#> 3430 260.21221601 6362.368
#> 3431 42.36388504 6902.476
#> 3432 745.39907547 6250.518
#> 3433 702.94510508 6456.862
#> 3434 486.86648735 6317.459
#> 3435 298.00189261 6359.665
#> 3436 448.57827102 6318.242
#> 3437 147.28207983 6519.762
#> 3438 222.70218148 6623.933
#> 3439 297.78313489 6359.875
#> 3440 298.67715040 6323.332
#> 3441 487.36596380 6168.611
#> 3442 408.88337365 6579.713
#> 3443 447.54916059 6613.228
#> 3444 261.01882575 6548.389
#> 3445 599.81843829 6281.356
#> 3446 522.25807564 6466.627
#> 3447 297.62492511 6323.996
#> 3448 818.08677052 6442.276
#> 3449 747.60340076 6471.895
#> 3450 481.41691035 6504.651
#> 3451 148.56360707 6258.574
#> 3452 450.51909676 6206.842
#> 3453 -145.18225218 6633.796
#> 3454 150.79128930 6705.399
#> 3455 747.50253398 6251.773
#> 3456 597.79843834 6390.614
#> 3457 295.34480237 6358.688
#> 3458 149.55270141 6632.206
#> 3459 111.52822653 6749.860
#> 3460 334.58185638 6544.584
#> 3461 519.73748503 6539.583
#> 3462 200.94805762 6310.234
#> 3463 185.27068289 6366.202
#> 3464 448.32638709 6317.040
#> 3465 296.86015318 6470.373
#> 3466 259.36272539 6620.052
#> 3467 485.34169579 6579.645
#> 3468 279.81134036 6418.450
#> 3469 296.44390360 6620.561
#> 3470 633.80766514 6467.091
#> 3471 446.06282648 6467.504
#> 3472 636.31396475 6172.079
#> 3473 564.03671269 6246.525
#> 3474 483.28994103 6466.476
#> 3475 110.51584114 6409.355
#> 3476 599.35397436 6354.028
#> 3477 671.42079033 6357.165
#> 3478 73.30298886 6564.985
#> 3479 744.45931625 6324.583
#> 3480 410.28888789 6428.939
#> 3481 409.02598059 6539.735
#> 3482 373.55804419 6283.633
#> 3483 149.17150472 6703.726
#> 3484 633.61883287 6466.436
#> 3485 408.52126020 6539.111
#> 3486 298.65281238 6694.307
#> 3487 259.39722603 6472.459
#> 3488 594.95622385 6539.806
#> 3489 41.87426372 6792.098
#> 3490 38.10811729 6714.710
#> 3491 410.29737291 6317.921
#> 3492 894.44518720 6446.312
#> 3493 335.00884701 6688.547
#> 3494 522.79981125 6313.798
#> 3495 332.97356392 6431.811
#> 3496 373.24769863 6616.813
#> 3497 817.70007527 6444.226
#> 3498 821.20818853 6366.447
#> 3499 485.35856573 6356.564
#> 3500 333.67816581 6467.999
#> 3501 295.17813747 6619.123
#> 3502 148.04376438 6591.424
#> 3503 148.55594759 6628.986
#> 3504 782.19424930 6326.626
#> 3505 95.50744234 6690.667
#> 3506 185.23069353 6514.437
#> 3507 672.79447945 6286.346
#> 3508 411.62970041 6282.581
#> 3509 224.03691054 6399.522
#> 3510 298.01680615 6396.302
#> 3511 410.61085594 6428.765
#> 3512 220.57445510 6401.205
#> 3513 490.40217589 6057.444
#> 3514 560.00714366 6205.215
#> 3515 636.10313818 6209.645
#> 3516 794.62767746 6471.655
#> 3517 277.64788579 6416.664
#> 3518 447.62706257 6319.019
#> 3519 -15.69216880 6669.547
#> 3520 636.44254312 6279.941
#> 3521 237.66515481 6305.904
#> 3522 485.83546046 6389.385
#> 3523 450.82985142 6277.345
#> 3524 672.98493512 6361.210
#> 3525 447.23515952 6539.329
#> 3526 39.32036739 6757.377
#> 3527 633.93894575 6470.331
#> 3528 597.54342499 6391.458
#> 3529 522.55865718 6393.615
#> 3530 294.38017848 6470.661
#> 3531 333.96623120 6469.809
#> 3532 491.68322737 6059.577
#> 3533 410.44170162 6353.107
#> 3534 165.65776803 6386.260
#> 3535 334.69508398 6394.158
#> 3536 708.16749739 6431.816
#> 3537 855.64389344 6370.612
#> 3538 557.31098082 6538.308
#> 3539 412.10290920 6280.180
#> 3540 110.99110011 6488.675
#> 3541 562.80534489 6168.877
#> 3542 524.79686996 6281.246
#> 3543 485.74496904 6281.865
#> 3544 635.42929527 6171.120
#> 3545 168.95803334 6344.684
#> 3546 73.49682196 6451.596
#> 3547 485.18180589 6428.385
#> 3548 334.90462857 6396.902
#> 3549 448.78297856 6278.013
#> 3550 447.25823792 6391.664
#> 3551 409.13464680 6542.334
#> 3552 222.51141850 6697.188
#> 3553 486.77014260 6318.298
#> 3554 487.05052102 6281.248
#> 3555 485.24987395 6392.981
#> 3556 332.94903009 6652.845
#> 3557 595.13609637 6539.136
#> 3558 145.79297646 6407.542
#> 3559 59.28552955 6661.173
#> 3560 408.53987128 6504.923
#> 3561 711.14451104 6395.498
#> 3562 4.21958465 6796.366
#> 3563 221.90232910 6399.818
#> 3564 296.34843141 6657.978
#> 3565 297.60949121 6472.108
#> 3566 74.70364716 6675.917
#> 3567 184.65710261 6480.270
#> 3568 371.13438375 6503.259
#> 3569 41.88607745 6866.522
#> 3570 410.28216152 6391.340
#> 3571 260.08620241 6547.356
#> 3572 447.31679200 6390.524
#> 3573 707.65268152 6321.618
#> 3574 636.95245834 6283.238
#> 3575 186.09833266 6663.363
#> 3576 115.72342944 6783.672
#> 3577 411.95575049 6320.433
#> 3578 166.90664597 6386.874
#> 3579 204.27700911 6346.438
#> 3580 148.39934957 6740.743
#> 3581 333.80750413 6540.672
#> 3582 595.95236091 6431.236
#> 3583 517.86666584 6539.683
#> 3584 335.40086112 6359.074
#> 3585 334.74461938 6542.381
#> 3586 783.43907774 6402.964
#> 3587 746.69342218 6286.939
#> 3588 748.17211622 6250.154
#> 3589 820.01711646 6477.321
#> 3590 783.22746738 6366.118
#> 3591 297.39302069 6543.994
#> 3592 185.01266087 6588.874
#> 3593 371.31853693 6392.629
#> 3594 596.86636684 6503.074
#> 3595 15.02010697 6696.693
#> 3596 562.60082380 6135.666
#> 3597 332.86550299 6544.672
#> 3598 409.48818482 6391.180
#> 3599 111.73205702 6744.944
#> 3600 205.79128786 6347.344
#> 3601 482.66782169 6467.470
#> 3602 333.57776580 6657.471
#> 3603 -135.87567787 6858.358
#> 3604 557.26382213 6504.472
#> 3605 556.42792451 6576.458
#> 3606 372.17929858 6429.140
#> 3607 601.71634448 6170.440
#> 3608 596.55331263 6317.743
#> 3609 411.69125596 6279.764
#> 3610 169.48385291 6342.271
#> 3611 601.00361003 6132.799
#> 3612 526.15899109 6242.444
#> 3613 595.89511313 6394.779
#> 3614 525.47643190 6204.485
#> 3615 410.82790381 6352.939
#> 3616 72.57974662 6525.856
#> 3617 784.86425190 6290.395
#> 3618 408.01644536 6615.439
#> 3619 481.40206165 6462.581
#> 3620 634.41264413 6317.020
#> 3621 560.45891167 6131.984
#> 3622 485.66891342 6393.425
#> 3623 333.64753620 6616.208
#> 3624 485.70348587 6320.193
#> 3625 221.91000296 6660.416
#> 3626 407.93157986 6542.864
#> 3627 109.84601210 6335.977
#> 3628 222.03410609 6549.270
#> 3629 185.11484905 6441.985
#> 3630 -34.10818978 6765.824
#> 3631 671.40030042 6247.598
#> 3632 -27.37309554 6876.714
#> 3633 46.86804013 6869.681
#> 3634 672.15072250 6210.535
#> 3635 1.75042478 6572.773
#> 3636 447.09176527 6612.771
#> 3637 445.11243078 6578.663
#> 3638 110.56770113 6447.898
#> 3639 223.25746491 6363.402
#> 3640 111.17191638 6412.631
#> 3641 334.91927737 6355.572
#> 3642 333.91387516 6506.380
#> 3643 446.39516483 6465.034
#> 3644 184.95595246 6477.142
#> 3645 486.51893080 6281.721
#> 3646 113.88079507 6785.617
#> 3647 112.01669735 6634.109
#> 3648 448.27874735 6316.484
#> 3649 148.62211974 6594.939
#> 3650 781.86246228 6402.567
#> 3651 669.34993273 6432.710
#> 3652 185.35412547 6442.294
#> 3653 856.41734877 6330.707
#> 3654 446.68151074 6428.402
#> 3655 185.00630482 6329.087
#> 3656 519.67331816 6578.562
#> 3657 410.99230503 6319.888
#> 3658 205.59989118 6344.373
#> 3659 258.67413569 6473.824
#> 3660 409.32209542 6467.922
#> 3661 149.62253969 6740.191
#> 3662 165.56355202 6384.408
#> 3663 148.61276013 6664.866
#> 3664 147.62759083 6517.065
#> 3665 152.28913022 6705.743
#> 3666 54.68384050 6623.248
#> 3667 37.71995111 6529.355
#> 3668 633.90420501 6317.997
#> 3669 633.26797045 6428.220
#> 3670 222.95782568 6588.262
#> 3671 710.50339406 6395.500
#> 3672 258.38232630 6474.214
#> 3673 57.13488899 6695.954
#> 3674 223.09622393 6662.230
#> 3675 520.20753982 6467.227
#> 3676 185.13760001 6514.489
#> 3677 299.20235500 6434.109
#> 3678 111.14207454 6523.961
#> 3679 170.34881231 6342.038
#> 3680 446.47757740 6539.820
#> 3681 334.08861326 6616.328
#> 3682 260.60092125 6472.323
#> 3683 745.91656963 6286.574
#> 3684 671.90161214 6322.527
#> 3685 223.45179732 6400.088
#> 3686 239.78616581 6381.380
#> 3687 185.41796070 6552.286
#> 3688 525.03248560 6207.549
#> 3689 166.40011441 6423.944
#> 3690 821.02428401 6330.010
#> 3691 562.47925441 6167.481
#> 3692 672.77854406 6283.111
#> 3693 445.47208080 6541.979
#> 3694 525.87537983 6241.588
#> 3695 335.69453640 6395.775
#> 3696 485.72140815 6424.876
#> 3697 822.78697203 6368.738
#> 3698 107.82121056 6598.756
#> 3699 594.10660979 6538.624
#> 3700 297.23699509 6398.507
#> 3701 670.35370745 6431.584
#> 3702 73.67553004 6600.373
#> 3703 332.75331825 6469.037
#> 3704 673.08963278 6247.908
#> 3705 259.45943539 6544.802
#> 3706 558.63408062 6468.318
#> 3707 410.55248279 6361.946
#> 3708 280.14642632 6382.110
#> 3709 450.02714595 6390.239
#> 3710 223.31986552 6290.885
#> 3711 222.85595644 6661.946
#> 3712 296.56133302 6621.669
#> 3713 559.87465563 6354.002
#> 3714 633.69645345 6469.382
#> 3715 746.71532102 6287.193
#> 3716 558.86455755 6542.725
#> 3717 490.37166233 6094.301
#> 3718 487.53888667 6242.382
#> 3719 166.96138566 6425.160
#> 3720 66.96063920 6564.015
#> 3721 150.68248206 6742.218
#> 3722 222.60801482 6511.672
#> 3723 706.90512682 6435.052
#> 3724 525.72044655 6206.672
#> 3725 111.09232708 6596.225
#> 3726 165.93017537 6386.423
#> 3727 524.72687583 6316.109
#> 3728 445.90529784 6578.852
#> 3729 203.86998448 6421.915
#> 3730 199.92187243 6309.768
#> 3731 558.11809239 6466.392
#> 3732 445.80870073 6505.664
#> 3733 489.59875854 6204.472
#> 3734 410.21290213 6428.164
#> 3735 110.95372685 6560.902
#> 3736 636.36889954 6172.295
#> 3737 523.85815459 6319.125
#> 3738 151.72371628 6704.535
#> 3739 112.16361535 6595.852
#> 3740 170.14930635 6342.587
#> 3741 520.69562568 6538.894
#> 3742 258.11551564 6323.595
#> 3743 14.20181820 6698.586
#> 3744 558.65820355 6541.084
#> 3745 224.40689109 6290.583
#> 3746 188.04501621 6666.058
#> 3747 784.03248934 6439.764
#> 3748 149.23638855 6668.166
#> 3749 259.63057156 6621.139
#> 3750 894.66062961 6447.248
#> 3751 558.03278074 6542.208
#> 3752 259.86750335 6623.748
#> 3753 408.55552862 6465.879
#> 3754 184.68881288 6365.894
#> 3755 149.52589454 6704.511
#> 3756 145.75172333 6631.142
#> 3757 708.42004847 6247.390
#> 3758 819.58815120 6406.050
#> 3759 527.22191437 6100.616
#> 3760 147.98636586 6594.827
#> 3761 373.24934500 6281.061
#> 3762 166.70630726 6385.484
#> 3763 258.78856540 6658.243
#> 3764 241.29187623 6305.367
#> 3765 184.34013133 6479.545
#> 3766 636.89098096 6282.716
#> 3767 600.76095299 6169.495
#> 3768 148.33406945 6557.554
#> 3769 371.91974995 6503.670
#> 3770 488.11110070 6207.098
#> 3771 634.41352831 6321.365
#> 3772 450.65817034 6243.281
#> 3773 148.79367132 6705.424
#> 3774 335.75502315 6323.516
#> 3775 746.96687265 6252.620
#> 3776 597.75612823 6393.896
#> 3777 783.73724177 6290.095
#> 3778 222.52017218 6698.652
#> 3779 114.93721865 6783.730
#> 3780 222.33485499 6476.527
#> 3781 564.26223947 6132.983
#> 3782 557.01000770 6427.725
#> 3783 600.03583194 6207.176
#> 3784 896.17976830 6409.951
#> 3785 745.41196438 6397.696
#> 3786 332.51371288 6655.515
#> 3787 257.34904481 6511.868
#> 3788 184.65618632 6626.660
#> 3789 184.05374964 6442.757
#> 3790 279.69103212 6306.641
#> 3791 74.08774478 6494.743
#> 3792 598.30736792 6242.836
#> 3793 260.43384892 6544.796
#> 3794 370.43706006 6614.170
#> 3795 297.26266544 6284.835
#> 3796 37.12240497 6644.273
#> 3797 449.10136214 6241.909
#> 3798 110.81090418 6483.708
#> 3799 30.50659082 6384.146
#> 3800 60.84580004 6659.719
#> 3801 335.17190273 6396.328
#> 3802 672.14827516 6208.722
#> 3803 555.66918362 6575.797
#> 3804 335.81054509 6319.715
#> 3805 37.69126865 6757.441
#> 3806 223.46509822 6551.539
#> 3807 185.01859008 6480.335
#> 3808 855.51310156 6403.715
#> 3809 558.39389206 6425.536
#> 3810 669.92304751 6210.450
#> 3811 597.90728852 6282.143
#> 3812 481.93747275 6573.314
#> 3813 596.59527366 6394.635
#> 3814 110.22191215 6707.269
#> 3815 597.66558941 6353.653
#> 3816 563.29928842 6134.353
#> 3817 636.54101830 6247.255
#> 3818 673.17985130 6470.080
#> 3819 708.60876753 6358.433
#> 3820 372.31626338 6355.586
#> 3821 279.06795689 6414.399
#> 3822 146.88306095 6442.105
#> 3823 373.14558975 6542.354
#> 3824 745.42198083 6401.348
#> 3825 150.86019202 6481.901
#> 3826 408.35324646 6468.090
#> 3827 114.00733296 6782.681
#> 3828 185.01255997 6477.151
#> 3829 260.93210992 6323.137
#> 3830 373.46715019 6320.482
#> 3831 372.23010206 6615.807
#> 3832 855.76780532 6443.000
#> 3833 561.99461983 6355.874
#> 3834 485.11522953 6430.189
#> 3835 110.73380296 6560.617
#> 3836 673.11888717 6246.901
#> 3837 446.77231261 6464.981
#> 3838 146.83644613 6369.934
#> 3839 857.21353726 6445.816
#> 3840 408.27825593 6465.924
#> 3841 224.25731358 6659.974
#> 3842 148.75710076 6518.824
#> 3843 239.12922961 6346.300
#> 3844 335.82919904 6322.167
#> 3845 563.37040554 6133.816
#> 3846 633.04188296 6281.997
#> 3847 371.57753568 6614.638
#> 3848 450.64636300 6244.022
#> 3849 335.08567482 6692.365
#> 3850 595.25997563 6465.748
#> 3851 236.76261775 6305.055
#> 3852 167.72531665 6425.165
#> 3853 491.25086596 6207.535
#> 3854 488.17214382 6280.688
#> 3855 333.81833036 6617.928
#> 3856 645.45911384 6505.396
#> 3857 522.31935283 6466.146
#> 3858 224.39369558 6289.869
#> 3859 111.64903041 6744.459
#> 3860 110.74034386 6523.509
#> 3861 110.96645535 6445.693
#> 3862 148.12449983 6556.006
#> 3863 185.50794466 6626.924
#> 3864 278.19728080 6341.464
#> 3865 558.62882297 6318.635
#> 3866 14.75158366 6696.484
#> 3867 58.19038824 6661.568
#> 3868 449.74016243 6242.363
#> 3869 222.23214446 6363.550
#> 3870 166.72268417 6423.690
#> 3871 371.79340541 6543.697
#> 3872 335.33897248 6688.797
#> 3873 76.46428935 6750.444
#> 3874 110.18914417 6708.195
#> 3875 819.22310219 6442.171
#> 3876 745.33500391 6434.663
#> 3877 596.52449834 6467.928
#> 3878 110.42386746 6558.656
#> 3879 520.21221213 6504.688
#> 3880 -0.33527295 6722.340
#> 3881 187.56004470 6402.394
#> 3882 111.72207620 6598.719
#> 3883 259.28010244 6585.880
#> 3884 486.66546149 6281.944
#> 3885 526.33253477 6206.314
#> 3886 201.23310019 6308.479
#> 3887 202.54933154 6310.534
#> 3888 79.80229942 6787.773
#> 3889 2.55093118 6759.524
#> 3890 708.48022416 6433.282
#> 3891 182.46898235 6404.248
#> 3892 296.48626302 6583.745
#> 3893 13.66450869 6698.565
#> 3894 673.59078540 6284.990
#> 3895 263.80589582 6696.274
#> 3896 411.76008393 6279.273
#> 3897 746.73789801 6400.358
#> 3898 746.20213921 6362.051
#> 3899 600.88277477 6393.724
#> 3900 557.81772652 6465.628
#> 3901 94.16923135 6656.835
#> 3902 520.29015731 6504.529
#> 3903 560.03359777 6353.594
#> 3904 450.49383730 6243.400
#> 3905 674.04445533 6469.010
#> 3906 186.10627120 6401.356
#> 3907 259.83954714 6549.495
#> 3908 598.51109746 6355.479
#> 3909 820.18340422 6405.494
#> 3910 488.25772452 6245.154
#> 3911 73.63256830 6562.736
#> 3912 298.68235480 6434.680
#> 3913 520.53206351 6428.429
#> 3914 370.92013441 6578.013
#> 3915 223.29211291 6400.536
#> 3916 485.84983716 6353.848
#> 3917 783.70305890 6288.474
#> 3918 783.20800023 6401.900
#> 3919 856.56318804 6442.332
#> 3920 165.65113640 6311.141
#> 3921 239.99796250 6418.090
#> 3922 446.46410786 6538.977
#> 3923 295.91777944 6658.808
#> 3924 596.20599219 6431.039
#> 3925 599.17924118 6245.727
#> 3926 517.65370907 6573.777
#> 3927 745.33807342 6360.598
#> 3928 186.15224620 6701.138
#> 3929 556.82630689 6501.347
#> 3930 296.15828771 6433.749
#> 3931 260.06999611 6427.777
#> 3932 75.30936812 6753.244
#> 3933 782.22944667 6466.386
#> 3934 446.44740432 6428.008
#> 3935 744.48150734 6361.646
#> 3936 671.27777557 6320.379
#> 3937 893.85719796 6448.032
#> 3938 188.02657141 6702.100
#> 3939 297.75761143 6360.701
#> 3940 600.25388605 6287.509
#> 3941 258.97021197 6657.239
#> 3942 222.99338146 6289.451
#> 3943 448.51757167 6317.267
#> 3944 52.10832441 6620.492
#> 3945 -31.99776536 6689.113
#> 3946 854.98789681 6360.829
#> 3947 42.21423234 6903.462
#> 3948 73.95973795 6602.548
#> 3949 334.03762968 6578.575
#> 3950 633.66719876 6466.565
#> 3951 445.82744576 6610.443
#> 3952 164.40869742 6422.169
#> 3953 410.68413653 6357.509
#> 3954 258.86713262 6397.169
#> 3955 113.41295526 6671.913
#> 3956 4.01909514 6800.434
#> 3957 520.41374752 6578.899
#> 3958 446.39006904 6464.702
#> 3959 784.11517702 6288.882
#> 3960 334.59571946 6429.608
#> 3961 222.38664111 6551.125
#> 3962 298.83267898 6397.383
#> 3963 147.55470846 6517.489
#> 3964 709.35172453 6322.941
#> 3965 597.77962740 6244.315
#> 3966 51.81762478 6622.926
#> 3967 559.27626387 6355.981
#> 3968 671.26243469 6359.523
#> 3969 95.15839744 6690.831
#> 3970 794.67860417 6471.447
#> 3971 599.57477616 6283.693
#> 3972 260.72133897 6694.099
#> 3973 259.40389758 6619.813
#> 3974 708.64368296 6361.214
#> 3975 36.47450324 6645.235
#> 3976 410.23269175 6428.544
#> 3977 184.92678606 6591.585
#> 3978 334.67305481 6577.814
#> 3979 409.53259120 6505.425
#> 3980 818.31689370 6443.058
#> 3981 334.83176670 6396.800
#> 3982 295.25010349 6545.974
#> 3983 519.63152880 6578.066
#> 3984 185.65669877 6514.350
#> 3985 258.69188466 6511.463
#> 3986 746.23040216 6287.739
#> 3987 633.72318306 6501.203
#> 3988 280.87872778 6380.490
#> 3989 296.22507886 6655.778
#> 3990 199.50564647 6310.628
#> 3991 783.49278229 6437.223
#> 3992 788.16704653 6466.965
#> 3993 258.64657504 6509.518
#> 3994 259.73650765 6250.301
#> 3995 369.19024145 6577.404
#> 3996 486.43170992 6244.258
#> 3997 185.06819137 6397.321
#> 3998 745.82570135 6324.135
#> 3999 149.05642347 6776.459
#> 4000 409.56726591 6390.551
#> 4001 188.51193116 6701.905
#> 4002 708.33537688 6397.991
#> 4003 335.15001817 6321.033
#> 4004 258.79452317 6512.207
#> 4005 708.44551495 6325.059
#> 4006 636.28847607 6172.149
#> 4007 111.82807531 6560.212
#> 4008 780.10533638 6291.228
#> 4009 446.67843575 6390.772
#> 4010 449.52892090 6277.460
#> 4011 109.70770521 6523.500
#> 4012 259.63414675 6587.053
#> 4013 598.82592885 6243.447
#> 4014 481.98404318 6539.092
#> 4015 597.06837832 6393.117
#> 4016 147.52877287 6779.527
#> 4017 334.49520475 6394.967
#> 4018 78.55943789 6787.766
#> 4019 222.52402597 6326.731
#> 4020 41.60126674 6829.841
#> 4021 558.78105148 6393.137
#> 4022 4.93215249 6797.775
#> 4023 820.65046190 6367.666
#> 4024 781.04432705 6438.731
#> 4025 110.74272405 6446.940
#> 4026 -72.39617527 6732.702
#> 4027 707.12221249 6358.038
#> 4028 -16.17935177 6669.183
#> 4029 597.42718459 6316.767
#> 4030 556.35110657 6575.920
#> 4031 594.49106140 6502.479
#> 4032 672.77052791 6211.128
#> 4033 371.11130366 6507.292
#> 4034 148.28997557 6664.644
#> 4035 896.05953109 6446.729
#> 4036 558.78882234 6354.754
#> 4037 184.49960488 6404.067
#> 4038 148.37849071 6740.458
#> 4039 185.93302447 6627.010
#> 4040 296.30573222 6692.933
#> 4041 484.63393993 6393.329
#> 4042 224.96370103 6325.662
#> 4043 41.02040549 6795.228
#> 4044 371.58293886 6614.943
#> 4045 222.00511384 6326.381
#> 4046 259.49969835 6399.251
#> 4047 335.36530967 6319.026
#> 4048 110.98497921 6746.856
#> 4049 109.29887327 6635.478
#> 4050 673.22459939 6467.809
#> 4051 41.82815739 6791.954
#> 4052 335.10811514 6690.151
#> 4053 745.59867104 6435.070
#> 4054 483.07980328 6467.581
#> 4055 446.09618560 6501.596
#> 4056 672.19672991 6284.756
#> 4057 556.72763527 6463.182
#> 4058 634.53789403 6467.491
#> 4059 76.63903713 6751.167
#> 4060 601.46109976 6136.172
#> 4061 241.78573786 6419.519
#> 4062 445.87387323 6540.290
#> 4063 334.21754982 6657.163
#> 4064 282.34746415 6416.481
#> 4065 109.04341735 6558.814
#> 4066 276.90327323 6379.517
#> 4067 673.00539515 6284.308
#> 4068 481.22205445 6467.853
#> 4069 560.80604227 6353.495
#> 4070 111.66744388 6636.344
#> 4071 185.02175330 6551.800
#> 4072 335.90374684 6430.932
#> 4073 238.77733266 6341.393
#> 4074 556.01623642 6567.041
#> 4075 111.01110487 6482.545
#> 4076 59.48801638 6621.974
#> 4077 185.80276105 6703.407
#> 4078 222.41252017 6587.071
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#> 4081 297.27210723 6509.405
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#> 4084 240.42334570 6419.168
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#> 4086 221.22047682 6437.372
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#> 4089 524.22808266 6319.210
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#> 4091 523.78208979 6316.503
#> 4092 239.23877118 6344.863
#> 4093 634.39970557 6395.083
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#> 4095 72.92732056 6637.929
#> 4096 147.52730410 6520.374
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#> 4226 149.05295653 6669.751
#> 4227 149.48221652 6779.169
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#> 4230 749.74334313 6473.351
#> 4231 279.34301089 6306.024
#> 4232 636.82553398 6245.101
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#> 4234 561.97614526 6241.999
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#> 4237 670.94540998 6396.217
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#> 4240 598.26477583 6321.111
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#> 4243 222.48161792 6511.916
#> 4244 410.31534642 6391.518
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#> 4249 856.13325632 6409.158
#> 4250 486.32650125 6278.505
#> 4251 267.50220078 6282.460
#> 4252 856.93928890 6371.826
#> 4253 783.80902640 6448.846
#> 4254 631.26268868 6436.086
#> 4255 744.45629848 6434.674
#> 4256 220.83584887 6402.102
#> 4257 221.84730763 6624.854
#> 4258 3.79326669 6685.047
#> 4259 599.88456004 6134.378
#> 4260 4.20005057 6797.065
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#> 4262 -102.91411864 6851.524
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#> 4264 482.75664991 6541.703
#> 4265 335.42422493 6690.217
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#> 4267 487.03019168 6244.498
#> 4268 148.52585545 6631.903
#> 4269 595.56417464 6469.319
#> 4270 111.79076878 6596.645
#> 4271 556.30778927 6428.246
#> 4272 0.43232325 6873.753
#> 4273 55.52727130 6697.294
#> 4274 260.77589815 6696.190
#> 4275 448.39515533 6281.593
#> 4276 373.49216142 6317.933
#> 4277 73.94252448 6602.416
#> 4278 558.36408374 6465.876
#> 4279 333.73695888 6507.540
#> 4280 1.30175578 6837.297
#> 4281 820.94699770 6366.816
#> 4282 370.13583460 6615.244
#> 4283 92.83412525 6692.798
#> 4284 783.60009624 6290.514
#> 4285 410.43640896 6542.720
#> 4286 148.77441429 6442.932
#> 4287 595.35815798 6506.913
#> 4288 706.85894113 6436.467
#> 4289 519.62815624 6499.084
#> 4290 486.47969596 6355.861
#> 4291 296.70195101 6472.603
#> 4292 821.03579492 6368.723
#> 4293 745.05542404 6360.721
#> 4294 893.88812715 6446.357
#> 4295 261.66883421 6435.662
#> 4296 260.46361370 6286.436
#> 4297 483.52418755 6355.152
#> 4298 75.82799023 6675.892
#> 4299 257.69536860 6400.165
#> 4300 165.30770820 6389.664
#> 4301 526.40590854 6168.381
#> 4302 563.68559307 6245.913
#> 4303 672.73387249 6285.061
#> 4304 222.00389495 6547.573
#> 4305 446.88908556 6279.333
#> 4306 260.09824391 6546.011
#> 4307 671.54654380 6321.851
#> 4308 335.79684747 6319.369
#> 4309 410.31787214 6390.851
#> 4310 259.55698877 6547.965
#> 4311 447.32557936 6355.998
#> 4312 334.68148802 6392.773
#> 4313 296.74825776 6473.204
#> 4314 370.95598617 6507.401
#> 4315 273.79422705 6379.302
#> 4316 484.97808684 6392.704
#> 4317 2.11166269 6873.246
#> 4318 781.69146490 6402.531
#> 4319 595.72933162 6466.618
#> 4320 708.01293419 6320.868
#> 4321 296.29873541 6692.857
#> 4322 372.94420052 6321.106
#> 4323 596.21430190 6356.309
#> 4324 73.05832529 6489.543
#> 4325 222.18461025 6363.029
#> 4326 112.03179000 6411.019
#> 4327 74.61806698 6489.317
#> 4328 520.80103551 6576.207
#> 4329 747.15388291 6401.503
#> 4330 820.73248541 6367.961
#> 4331 526.95517182 6243.673
#> 4332 671.95072712 6320.170
#> 4333 111.49690473 6632.903
#> 4334 242.48962963 6416.850
#> 4335 562.51490873 6204.176
#> 4336 561.82536505 6537.635
#> 4337 671.02873035 6358.324
#> 4338 445.32827440 6575.207
#> 4339 186.07424171 6328.980
#> 4340 635.87764285 6246.685
#> 4341 519.97284015 6577.525
#> 4342 598.07640680 6241.554
#> 4343 111.54304393 6747.813
#> 4344 710.55223876 6248.582
#> 4345 295.35501272 6655.212
#> 4346 486.71803196 6279.580
#> 4347 295.60715133 6619.359
#> 4348 278.62482590 6304.424
#> 4349 447.63244398 6278.956
#> 4350 0.13049193 6609.837
#> 4351 893.99091190 6446.816
#> 4352 636.50978484 6207.483
#> 4353 163.64971705 6342.749
#> 4354 821.70792120 6293.194
#> 4355 896.59357787 6409.470
#> 4356 78.53000279 6787.748
#> 4357 633.56358316 6500.757
#> 4358 148.41531945 6591.799
#> 4359 446.11809746 6467.692
#> 4360 4.09413952 6796.672
#> 4361 333.67302622 6503.423
#> 4362 6.25117957 6797.657
#> 4363 746.83221616 6325.846
#> 4364 555.82638631 6501.091
#> 4365 92.24645263 6694.045
#> 4366 38.09242026 6753.696
#> 4367 149.24685420 6591.037
#> 4368 674.20100888 6248.107
#> 4369 73.41364978 6637.798
#> 4370 488.87136774 6170.822
#> 4371 702.98963775 6457.646
#> 4372 333.61280659 6507.013
#> 4373 37.24552769 6712.676
#> 4374 636.27533197 6209.606
#> 4375 632.82618872 6353.175
#> 4376 562.05608678 6132.698
#> 4377 820.46124470 6330.836
#> 4378 672.08148753 6321.563
#> 4379 599.94320913 6207.054
#> 4380 202.92839061 6310.003
#> 4381 449.45399946 6241.860
#> 4382 557.30504622 6502.460
#> 4383 185.09503757 6553.833
#> 4384 187.63336537 6699.820
#> 4385 745.93243265 6435.061
#> 4386 201.67332168 6310.041
#> 4387 112.82306611 6598.397
#> 4388 483.64382730 6576.213
#> 4389 707.70335426 6319.913
#> 4390 79.43634070 6787.653
#> 4391 746.12166557 6433.935
#> 4392 482.27208873 6505.273
#> 4393 744.26414289 6363.082
#> 4394 671.04091745 6396.105
#> 4395 636.07159738 6283.150
#> 4396 222.97717570 6586.080
#> 4397 298.56728494 6398.626
#> 4398 708.58975508 6435.445
#> 4399 409.81723789 6431.622
#> 4400 110.95394199 6374.969
#> 4401 296.24688422 6619.008
#> 4402 373.26148127 6356.397
#> 4403 482.03629891 6466.717
#> 4404 296.24503970 6620.867
#> 4405 858.02751945 6371.381
#> 4406 0.76748686 6609.517
#> 4407 446.25198086 6464.629
#> 4408 150.35646009 6777.844
#> 4409 -68.97236716 6846.349
#> 4410 856.10967141 6443.299
#> 4411 184.55620890 6439.924
#> 4412 372.24095504 6430.197
#> 4413 241.68176881 6418.950
#> 4414 259.06151899 6587.014
#> 4415 372.00470756 6582.006
#> 4416 335.38148884 6617.966
#> 4417 40.48357095 6679.873
#> 4418 -35.33455606 6767.252
#> 4419 261.06229218 6549.243
#> 4420 410.70577824 6391.222
#> 4421 111.39042770 6561.896
#> 4422 111.34348035 6524.350
#> 4423 525.59189155 6244.191
#> 4424 258.49008077 6586.995
#> 4425 894.39722382 6447.940
#> 4426 745.87297591 6401.275
#> 4427 258.92431340 6547.082
#> 4428 857.09280003 6444.415
#> 4429 373.42880702 6396.422
#> 4430 58.12271251 6657.950
#> 4431 279.13807110 6340.405
#> 4432 487.59015109 6242.996
#> 4433 148.82854294 6407.699
#> 4434 261.12977005 6289.156
#> 4435 199.87828639 6385.514
#> 4436 110.44191380 6449.109
#> 4437 819.20233878 6367.692
#> 4438 410.56213656 6428.676
#> 4439 559.77319141 6170.532
#> 4440 296.84621173 6470.739
#> 4441 524.35003332 6355.961
#> 4442 446.28305436 6428.231
#> 4443 448.26495488 6314.547
#> 4444 447.27002764 6392.431
#> 4445 43.07340202 6792.151
#> 4446 149.44529090 6778.579
#> 4447 148.46868636 6665.814
#> 4448 111.70802878 6636.960
#> 4449 600.00918136 6172.636
#> 4450 746.27180493 6290.067
#> 4451 109.69958077 6596.481
#> 4452 819.64380710 6404.752
#> 4453 221.72097019 6476.187
#> 4454 408.71906868 6465.578
#> 4455 332.22613761 6506.464
#> 4456 338.23817499 6691.956
#> 4457 241.48426541 6418.131
#> 4458 782.02914164 6435.894
#> 4459 672.20927797 6322.175
#> 4460 297.42350052 6323.870
#> 4461 707.81199805 6321.597
#> 4462 297.95935739 6324.779
#> 4463 185.49305217 6590.480
#> 4464 560.18850371 6354.407
#> 4465 563.18274681 6170.189
#> 4466 332.75564441 6507.714
#> 4467 372.31857659 6431.957
#> 4468 482.80627209 6501.918
#> 4469 822.43159281 6331.240
#> 4470 524.06489041 6278.838
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#> 4472 671.06457138 6432.290
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#> 4480 483.59212833 6577.548
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#> 4496 223.42765326 6661.605
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#> 4518 597.70321774 6390.354
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#> 4523 526.28813812 6167.878
#> 4524 633.05775043 6429.324
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#> 4528 333.91889072 6466.474
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#> 4530 92.24198014 6691.842
#> 4531 447.37138171 6392.747
#> 4532 634.45334318 6357.666
#> 4533 896.26602851 6372.760
#> 4534 556.85974973 6576.092
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#> 4551 529.14774882 6134.131
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#> 4554 489.67711757 6166.156
#> 4555 42.23126413 6790.863
#> 4556 599.00048002 6319.550
#> 4557 445.26317802 6279.395
#> 4558 203.27293800 6418.945
#> 4559 74.13361520 6675.046
#> 4560 555.92886105 6466.479
#> 4561 493.11605945 6204.268
#> 4562 410.35703985 6279.809
#> 4563 333.87252735 6545.004
#> 4564 632.86164468 6321.760
#> 4565 408.99898601 6575.830
#> 4566 187.29861543 6700.703
#> 4567 73.37965894 6602.147
#> 4568 54.94816480 6621.764
#> 4569 484.99850239 6392.258
#> 4570 110.37811743 6523.582
#> 4571 709.21373468 6285.939
#> 4572 206.03084431 6420.233
#> 4573 595.71398245 6503.033
#> 4574 447.43576444 6352.526
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#> 4576 745.28036713 6436.697
#> 4577 371.32628750 6542.896
#> 4578 370.98469334 6614.868
#> 4579 240.37724271 6306.651
#> 4580 522.84142488 6352.033
#> 4581 856.47810953 6407.213
#> 4582 821.36503096 6328.639
#> 4583 371.21221633 6544.070
#> 4584 148.50383717 6594.652
#> 4585 1.11238543 6871.185
#> 4586 336.07650960 6320.257
#> 4587 371.51996994 6615.097
#> 4588 42.60206916 6902.980
#> 4589 203.36591195 6383.939
#> 4590 73.96933754 6751.535
#> 4591 41.86921289 6866.356
#> 4592 486.57059124 6315.939
#> 4593 148.70552966 6778.823
#> 4594 595.50086444 6429.254
#> 4595 819.78976007 6440.260
#> 4596 222.75376253 6626.815
#> 4597 335.54093174 6317.470
#> 4598 261.11756341 6550.498
#> 4599 373.33796697 6391.711
#> 4600 148.17266645 6628.752
#> 4601 597.89234843 6279.968
#> 4602 523.23919860 6318.722
#> 4603 635.41390154 6243.997
#> 4604 856.97269891 6405.456
#> 4605 296.29783790 6620.883
#> 4606 167.64965075 6423.786
#> 4607 817.97214533 6443.628
#> 4608 205.76558930 6420.566
#> 4609 72.88364306 6600.987
#> 4610 782.72655322 6362.893
#> 4611 600.15642405 6319.185
#> 4612 632.11942503 6432.301
#> 4613 148.37420604 6780.502
#> 4614 279.43382173 6343.220
#> 4615 297.00501000 6510.542
#> 4616 167.81752218 6425.550
#> 4617 597.98641727 6243.097
#> 4618 637.34206743 6207.420
#> 4619 373.01944170 6319.594
#> 4620 371.64883400 6542.691
#> 4621 674.34341408 6248.408
#> 4622 56.64586774 6696.821
#> 4623 40.81705681 6680.258
#> 4624 634.71696176 6320.517
#> 4625 856.00578528 6443.855
#> 4626 146.34749994 6443.619
#> 4627 -32.91138455 6877.021
#> 4628 598.39393333 6243.133
#> 4629 408.88430829 6539.434
#> 4630 410.28627122 6353.853
#> 4631 297.31572472 6581.707
#> 4632 784.73246791 6289.909
#> 4633 708.32400276 6432.700
#> 4634 149.21904583 6741.542
#> 4635 598.15387782 6391.839
#> 4636 44.85995028 6904.891
#> 4637 146.47837222 6371.360
#> 4638 147.44495645 6445.725
#> 4639 279.90989391 6343.173
#> 4640 298.60985115 6583.567
#> 4641 372.72075355 6281.838
#> 4642 167.63617346 6388.259
#> 4643 260.77806493 6436.775
#> 4644 258.85393970 6471.029
#> 4645 710.33516600 6250.127
#> 4646 708.87505240 6398.335
#> 4647 784.68264100 6362.459
#> 4648 412.26977266 6242.730
#> 4649 167.38965797 6386.229
#> 4650 259.44027640 6360.928
#> 4651 524.28111502 6168.975
#> 4652 445.36627249 6577.211
#> 4653 634.92214822 6320.991
#> 4654 373.09605830 6281.734
#> 4655 673.61524003 6470.019
#> 4656 858.10414080 6334.156
#> 4657 223.71312308 6478.441
#> 4658 187.00415199 6401.903
#> 4659 240.01866432 6379.997
#> 4660 333.71186263 6508.405
#> 4661 487.64480173 6243.291
#> 4662 332.66815549 6654.390
#> 4663 486.69515774 6317.073
#> 4664 559.46342432 6389.606
#> 4665 745.95882361 6326.169
#> 4666 451.07222911 6317.137
#> 4667 18.34393643 6665.394
#> 4668 600.70126917 6168.836
#> 4669 818.36732437 6441.982
#> 4670 857.79144853 6370.278
#> 4671 560.28539030 6205.842
#> 4672 672.49273540 6283.390
#> 4673 297.24409682 6658.546
#> 4674 75.96791717 6750.069
#> 4675 256.83475936 6547.567
#> 4676 635.24394178 6172.449
#> 4677 635.13124846 6280.869
#> 4678 260.09510703 6364.032
#> 4679 335.09714461 6693.508
#> 4680 73.25642999 6640.682
#> 4681 74.07513995 6637.280
#> 4682 -34.61414300 6839.143
#> 4683 597.60731570 6390.987
#> 4684 708.64641970 6397.985
#> 4685 184.99316791 6479.755
#> 4686 259.04216476 6508.486
#> 4687 560.90154355 6315.180
#> 4688 482.65561857 6541.459
#> 4689 259.36880853 6582.252
#> 4690 299.53917955 6358.548
#> 4691 708.94945293 6247.081
#> 4692 595.31718481 6503.118
#> 4693 597.64059636 6317.257
#> 4694 184.54193115 6328.197
#> 4695 634.90501923 6318.359
#> 4696 526.63147915 6165.229
#> 4697 223.16246250 6663.459
#> 4698 146.89503412 6630.152
#> 4699 42.70718081 6830.604
#> 4700 4.14130024 6913.798
#> 4701 409.56178666 6507.502
#> 4702 446.78476233 6427.543
#> 4703 260.71623452 6363.042
#> 4704 112.13994667 6598.327
#> 4705 334.27431619 6430.054
#> 4706 41.77092054 6791.981
#> 4707 186.93615620 6700.195
#> 4708 856.90978953 6368.517
#> 4709 335.52122280 6284.652
#> 4710 148.14681636 6480.398
#> 4711 224.63084952 6699.044
#> 4712 668.01091589 6209.365
#> 4713 372.16729629 6429.042
#> 4714 522.96064002 6390.870
#> 4715 671.74948333 6356.803
#> 4716 486.61511598 6316.932
#> 4717 821.14531486 6444.237
#> 4718 671.26734264 6393.523
#> 4719 483.08112424 6539.357
#> 4720 409.14902384 6541.849
#> 4721 595.08241774 6502.702
#> 4722 595.72018920 6428.518
#> 4723 4.09958258 6835.754
#> 4724 297.65328720 6468.210
#> 4725 148.36351834 6741.570
#> 4726 240.80193933 6420.777
#> 4727 334.54773750 6545.100
#> 4728 258.65114123 6471.620
#> 4729 446.25994282 6278.082
#> 4730 -68.89837557 6807.357
#> 4731 186.06640149 6663.055
#> 4732 113.17464759 6670.762
#> 4733 594.97815179 6506.138
#> 4734 221.99967474 6402.074
#> 4735 595.67881431 6503.024
#> 4736 747.21486158 6251.723
#> 4737 561.74449574 6246.577
#> 4738 782.98149692 6441.208
#> 4739 148.39563642 6707.424
#> 4740 562.73953097 6169.822
#> 4741 713.56547331 6285.879
#> 4742 822.16695767 6367.403
#> 4743 222.75080618 6325.840
#> 4744 109.95835335 6707.773
#> 4745 110.52714015 6558.420
#> 4746 709.71293874 6285.777
#> 4747 257.83080791 6398.745
#> 4748 70.97492764 6635.973
#> 4749 563.75994825 6171.024
#> 4750 672.88260659 6460.640
#> 4751 521.94535749 6391.363
#> 4752 784.04854547 6289.675
#> 4753 147.44346730 6553.281
#> 4754 445.66358048 6542.645
#> 4755 372.82374846 6356.540
#> 4756 73.52640558 6528.072
#> 4757 445.53022340 6463.998
#> 4758 525.52817265 6169.791
#> 4759 333.51409935 6430.268
#> 4760 635.02286058 6243.076
#> 4761 445.82326632 6579.321
#> 4762 448.09245270 6577.895
#> 4763 446.11242550 6540.541
#> 4764 408.85056635 6578.421
#> 4765 183.41890462 6441.050
#> 4766 204.30980459 6309.168
#> 4767 185.15745226 6590.144
#> 4768 -106.25897494 6815.053
#> 4769 224.49298888 6289.817
#> 4770 42.33353050 6791.258
#> 4771 223.06491707 6588.531
#> 4772 185.16620125 6442.731
#> 4773 633.31849620 6501.125
#> 4774 633.48850049 6395.565
#> 4775 40.83592316 6791.435
#> 4776 563.23487382 6172.147
#> 4777 333.79342370 6505.601
#> 4778 334.02452083 6468.410
#> 4779 486.92563535 6279.907
#> 4780 77.69326756 6786.186
#> 4781 558.22379826 6504.000
#> 4782 223.13333156 6327.003
#> 4783 206.10375515 6348.565
#> 4784 600.38870838 6208.339
#> 4785 371.90646422 6469.131
#> 4786 633.72394377 6355.654
#> 4787 412.96286873 6282.439
#> 4788 525.94637220 6169.270
#> 4789 373.29448339 6318.111
#> 4790 42.05676634 6792.369
#> 4791 559.11769345 6578.270
#> 4792 635.30665007 6396.160
#> 4793 707.24639892 6431.879
#> 4794 782.72015324 6403.087
#> 4795 373.05952920 6318.659
#> 4796 333.98912747 6578.184
#> 4797 598.01926848 6320.192
#> 4798 113.12218177 6634.201
#> 4799 408.82896960 6468.579
#> 4800 745.16826361 6360.802
#> 4801 222.54821461 6325.109
#> 4802 445.72819775 6579.593
#> 4803 373.92325957 6395.004
#> 4804 410.53063343 6390.428
#> 4805 371.59520555 6508.925
#> 4806 223.13058955 6513.984
#> 4807 446.47732543 6277.813
#> 4808 447.99159402 6278.197
#> 4809 222.52358979 6551.264
#> 4810 257.01499966 6436.101
#> 4811 673.15403589 6467.906
#> 4812 445.25841307 6538.634
#> 4813 520.05922888 6501.746
#> 4814 672.83352405 6245.576
#> 4815 258.79997426 6657.699
#> 4816 -0.66874431 6721.844
#> 4817 73.86164840 6599.903
#> 4818 222.56068540 6362.036
#> 4819 296.67222555 6694.161
#> 4820 334.69792977 6544.355
#> 4821 58.85068094 6620.607
#> 4822 281.48877399 6343.052
#> 4823 783.96871940 6324.750
#> 4824 561.03724461 6466.870
#> 4825 334.27094148 6466.781
#> 4826 111.20650988 6371.584
#> 4827 110.56812197 6670.846
#> 4828 260.54229142 6696.233
#> 4829 185.19815828 6551.488
#> 4830 370.95568407 6506.117
#> 4831 74.02941181 6676.894
#> 4832 335.27008246 6691.761
#> 4833 449.97236053 6242.805
#> 4834 818.50592084 6480.222
#> 4835 896.42981381 6410.462
#> 4836 278.77982444 6416.526
#> 4837 110.11147805 6446.991
#> 4838 486.44422931 6244.889
#> 4839 334.20104983 6582.526
#> 4840 112.10719889 6673.263
#> 4841 857.22609965 6334.658
#> 4842 15.13538436 6696.621
#> 4843 525.96030855 6168.725
#> 4844 -35.99924361 6613.578
#> 4845 223.19801833 6663.441
#> 4846 -35.54490270 6577.440
#> 4847 371.81593446 6429.858
#> 4848 222.43765626 6439.020
#> 4849 782.41474186 6365.131
#> 4850 38.01965653 6681.975
#> 4851 112.29788666 6747.980
#> 4852 635.65942284 6208.875
#> 4853 818.58635281 6480.565
#> 4854 148.56020089 6443.555
#> 4855 258.97803266 6471.290
#> 4856 746.63809025 6435.757
#> 4857 296.72162910 6472.768
#> 4858 446.08383668 6578.966
#> 4859 74.04834920 6636.948
#> 4860 562.68806868 6316.407
#> 4861 372.86975892 6691.153
#> 4862 782.58252897 6363.578
#> 4863 409.26715354 6502.574
#> 4864 523.42221434 6318.576
#> 4865 409.22709323 6542.914
#> 4866 412.11927259 6280.259
#> 4867 149.32298753 6778.827
#> 4868 110.23301008 6557.352
#> 4869 448.40057154 6316.213
#> 4870 410.68230292 6353.890
#> 4871 296.21256539 6655.622
#> 4872 745.24697599 6468.163
#> 4873 297.07840120 6507.187
#> 4874 259.52690361 6586.613
#> 4875 57.05920362 6659.371
#> 4876 256.80978810 6325.682
#> 4877 371.37472526 6504.398
#> 4878 856.60930271 6371.358
#> 4879 166.70245742 6421.826
#> 4880 448.17026067 6390.428
#> 4881 149.61643406 6703.211
#> 4882 259.29007811 6361.330
#> 4883 595.84216084 6465.471
#> 4884 671.72376244 6466.468
#> 4885 746.61983198 6468.060
#> 4886 857.46360664 6372.436
#> 4887 820.57276198 6401.061
#> 4888 371.43523520 6356.084
#> 4889 410.53182555 6542.943
#> 4890 480.40215675 6576.109
#> 4891 485.58940386 6317.935
#> 4892 147.42286735 6517.483
#> 4893 112.52489951 6485.011
#> 4894 147.49920755 6372.741
#> 4895 185.61696944 6477.050
#> 4896 671.76187854 6323.654
#> 4897 634.38101204 6320.774
#> 4898 371.87690963 6540.274
#> 4899 238.55028578 6380.836
#> 4900 559.19870687 6353.933
#> 4901 823.27462952 6330.778
#> 4902 165.97322788 6422.753
#> 4903 299.58070289 6694.038
#> 4904 333.34704438 6544.808
#> 4905 79.76865735 6787.707
#> 4906 185.02074430 6475.931
#> 4907 895.32519969 6370.728
#> 4908 165.41152800 6387.655
#> 4909 147.50099941 6482.958
#> 4910 185.55644395 6626.083
#> 4911 523.45568344 6316.200
#> 4912 110.63824964 6710.789
#> 4913 223.27509214 6327.364
#> 4914 409.16895565 6394.375
#> 4915 563.60198413 6171.161
#> 4916 109.45993840 6598.001
#> 4917 152.29886735 6778.194
#> 4918 372.34584884 6469.041
#> 4919 708.58527378 6321.230
#> 4920 823.53101381 6330.768
#> 4921 670.26198416 6320.304
#> 4922 452.67354344 6095.969
#> 4923 185.40234076 6443.863
#> 4924 36.48873109 6571.288
#> 4925 817.14077508 6471.259
#> 4926 335.86955922 6689.727
#> 4927 333.79972738 6504.797
#> 4928 671.79632773 6209.561
#> 4929 239.99528141 6417.737
#> 4930 634.71064860 6173.660
#> 4931 673.33450612 6209.864
#> 4932 639.09103520 6172.424
#> 4933 147.54402844 6482.827
#> 4934 482.87995518 6431.438
#> 4935 408.33324356 6577.740
#> 4936 486.17929065 6356.371
#> 4937 257.29158850 6396.898
#> 4938 222.80632223 6510.347
#> 4939 335.09573293 6690.452
#> 4940 296.81349916 6395.347
#> 4941 674.30989655 6355.341
#> 4942 280.59622818 6342.412
#> 4943 490.40505097 6095.551
#> 4944 792.27240782 6471.588
#> 4945 203.93852888 6307.666
#> 4946 276.50627869 6378.719
#> 4947 152.96936673 6408.398
#> 4948 36.71429167 6713.603
#> 4949 450.94095652 6242.223
#> 4950 672.65307347 6210.508
#> 4951 407.50374820 6541.798
#> 4952 278.99224885 6417.315
#> 4953 72.60891238 6564.292
#> 4954 148.41541949 6370.833
#> 4955 259.12420491 6586.208
#> 4956 600.34641764 6205.842
#> 4957 523.78914227 6429.155
#> 4958 556.85467038 6576.849
#> 4959 56.40047363 6697.042
#> 4960 297.22065374 6321.576
#> 4961 596.87480106 6393.425
#> 4962 237.47755548 6306.103
#> 4963 600.33043717 6206.555
#> 4964 221.54019119 6548.409
#> 4965 599.19005114 6280.001
#> 4966 410.58038370 6615.210
#> 4967 522.79257912 6357.777
#> 4968 635.14167920 6206.919
#> 4969 708.50667494 6249.059
#> 4970 857.38664579 6368.610
#> 4971 600.26035398 6171.587
#> 4972 223.76844517 6588.691
#> 4973 149.01388854 6480.062
#> 4974 635.08164887 6505.193
#> 4975 1.42371458 6875.351
#> 4976 596.50856822 6505.165
#> 4977 523.90936648 6315.610
#> 4978 855.45539262 6443.854
#> 4979 486.71224614 6318.615
#> 4980 371.43091263 6540.647
#> 4981 296.36858844 6658.040
#> 4982 42.74933506 6866.467
#> 4983 297.30516440 6397.139
#> 4984 599.47399621 6318.401
#> 4985 856.02493795 6443.083
#> 4986 595.91289489 6391.664
#> 4987 558.81159023 6427.630
#> 4988 525.74555742 6207.061
#> 4989 76.15762930 6675.049
#> 4990 164.14396117 6386.649
#> 4991 558.26103711 6505.077
#> 4992 445.54015371 6575.291
#> 4993 745.38681505 6398.120
#> 4994 557.50966285 6502.043
#> 4995 373.33953783 6320.860
#> 4996 238.15524301 6308.364
#> 4997 600.40666773 6207.274
#> 4998 449.44539632 6281.328
#> 4999 599.11154480 6245.076
#> 5000 673.60777701 6469.071
#> 5001 333.06670784 6641.547
#> 5002 262.74412451 6696.591
#> 5003 35.91625506 6643.789
#> 5004 93.35801986 6653.496
#> 5005 744.99807454 6435.824
#> 5006 634.03964336 6395.196
#> 5007 148.85290136 6707.753
#> 5008 636.88617739 6172.836
#> 5009 260.97174762 6694.343
#> 5010 632.00530005 6430.317
#> 5011 36.64959756 6343.157
#> 5012 279.53377306 6302.891
#> 5013 110.59910454 6672.376
#> 5014 334.38872686 6581.831
#> 5015 146.81082370 6444.606
#> 5016 73.35539104 6487.099
#> 5017 236.55451214 6343.513
#> 5018 186.01321680 6663.397
#> 5019 745.34516185 6362.663
#> 5020 221.78922846 6697.411
#> 5021 634.05653845 6356.779
#> 5022 169.39194899 6340.959
#> 5023 746.29926211 6286.483
#> 5024 446.27219172 6430.630
#> 5025 634.86001025 6357.536
#> 5026 483.55155108 6429.423
#> 5027 53.26423730 6623.399
#> 5028 818.79116556 6440.767
#> 5029 447.05631477 6427.372
#> 5030 446.62948786 6428.890
#> 5031 598.63176991 6394.028
#> 5032 371.46579293 6390.723
#> 5033 518.81022639 6577.127
#> 5034 0.72635805 6724.310
#> 5035 110.40600525 6558.935
#> 5036 526.28917343 6166.974
#> 5037 670.70670468 6283.651
#> 5038 595.57472763 6539.489
#> 5039 370.41627213 6579.652
#> 5040 600.57839220 6133.719
#> 5041 259.11571324 6437.110
#> 5042 165.33439977 6384.968
#> 5043 445.78181906 6541.543
#> 5044 43.48831350 6904.307
#> 5045 523.05195062 6430.819
#> 5046 482.28302453 6541.241
#> 5047 260.50084078 6437.160
#> 5048 238.02714893 6305.908
#> 5049 784.78348944 6290.244
#> 5050 818.44071824 6481.251
#> 5051 557.84457681 6426.286
#> 5052 794.56772597 6471.662
#> 5053 599.82120808 6171.699
#> 5054 521.27676068 6505.961
#> 5055 224.53450862 6325.166
#> 5056 523.28252879 6426.836
#> 5057 636.28111914 6246.062
#> 5058 223.15815728 6623.181
#> 5059 448.92953895 6242.540
#> 5060 408.96339002 6464.662
#> 5061 -68.57061692 6843.842
#> 5062 671.87021152 6432.260
#> 5063 447.81672660 6356.279
#> 5064 409.34281360 6465.028
#> 5065 895.31894483 6446.411
#> 5066 204.03479661 6345.409
#> 5067 602.11689728 6209.088
#> 5068 237.77893046 6307.410
#> 5069 782.56442538 6365.979
#> 5070 481.20744134 6505.459
#> 5071 187.03455057 6476.883
#> 5072 336.00061779 6319.584
#> 5073 371.82456788 6431.177
#> 5074 784.16418650 6328.386
#> 5075 523.99180704 6279.826
#> 5076 598.42640181 6281.678
#> 5077 819.04263023 6443.310
#> 5078 821.01656169 6294.778
#> 5079 520.31080374 6575.609
#> 5080 446.79525453 6428.508
#> 5081 446.69217454 6542.278
#> 5082 705.87203576 6359.538
#> 5083 705.05181321 6455.190
#> 5084 450.30889185 6243.396
#> 5085 670.17564497 6432.747
#> 5086 636.21668315 6209.310
#> 5087 37.61227485 6756.217
#> 5088 145.75228553 6444.625
#> 5089 671.22389095 6395.987
#> 5090 223.14376845 6696.506
#> 5091 206.60331486 6342.834
#> 5092 111.96453331 6595.878
#> 5093 276.49506341 6415.389
#> 5094 36.16733770 6644.508
#> 5095 856.73720539 6371.715
#> 5096 333.99792849 6620.280
#> 5097 522.26004554 6429.588
#> 5098 522.66747394 6392.606
#> 5099 373.26802120 6283.530
#> 5100 409.75195676 6543.613
#> 5101 375.62920277 6284.777
#> 5102 74.49162154 6639.857
#> 5103 632.78768181 6430.807
#> 5104 260.38517087 6362.190
#> 5105 745.97668265 6396.980
#> 5106 523.52713080 6318.924
#> 5107 262.04846509 6323.210
#> 5108 635.88693270 6280.269
#> 5109 223.67015446 6325.916
#> 5110 335.69349735 6322.930
#> 5111 599.04251658 6280.874
#> 5112 279.79331563 6305.720
#> 5113 667.56691247 6431.992
#> 5114 222.57958145 6399.976
#> 5115 518.89570358 6540.162
#> 5116 371.31536797 6541.147
#> 5117 109.44598042 6522.719
#> 5118 745.87768360 6286.849
#> 5119 334.76743698 6470.741
#> 5120 557.87640109 6502.280
#> 5121 525.37550385 6171.060
#> 5122 258.77326624 6359.966
#> 5123 371.22603119 6690.922
#> 5124 25.16371903 6700.948
#> 5125 148.23451689 6743.842
#> 5126 260.34340969 6660.021
#> 5127 259.76777825 6620.391
#> 5128 557.98838932 6540.774
#> 5129 445.92633503 6501.277
#> 5130 223.01522575 6664.134
#> 5131 409.02842166 6544.177
#> 5132 558.87023579 6430.991
#> 5133 241.37385138 6417.102
#> 5134 597.30765251 6318.675
#> 5135 634.48850772 6358.356
#> 5136 596.03784155 6502.753
#> 5137 521.36930272 6466.843
#> 5138 198.97503452 6384.590
#> 5139 597.39053300 6390.344
#> 5140 782.96025409 6328.358
#> 5141 486.35504667 6318.214
#> 5142 110.61577039 6711.020
#> 5143 59.17494927 6657.153
#> 5144 296.15018420 6618.291
#> 5145 818.21920209 6480.785
#> 5146 372.06035902 6543.688
#> 5147 183.46331517 6589.745
#> 5148 222.28621320 6697.963
#> 5149 634.58613447 6358.629
#> 5150 895.69048154 6411.566
#> 5151 597.70739812 6243.096
#> 5152 147.90525499 6482.589
#> 5153 524.87917186 6316.960
#> 5154 600.39523357 6134.881
#> 5155 203.87441917 6344.725
#> 5156 671.09229794 6284.323
#> 5157 447.49642278 6355.849
#> 5158 411.02493296 6321.012
#> 5159 561.67037218 6171.272
#> 5160 36.31039633 6494.980
#> 5161 184.79781334 6591.813
#> 5162 167.71454187 6424.439
#> 5163 112.09427291 6782.259
#> 5164 596.04487154 6503.268
#> 5165 447.73643900 6390.806
#> 5166 337.02123979 6692.166
#> 5167 148.10890070 6482.011
#> 5168 110.97425485 6522.252
#> 5169 164.86244347 6388.077
#> 5170 150.87665758 6704.458
#> 5171 411.36627449 6316.607
#> 5172 185.31115247 6402.743
#> 5173 296.71678242 6582.626
#> 5174 337.59703521 6692.679
#> 5175 333.20871211 6505.472
#> 5176 119.10547530 6480.966
#> 5177 633.96158236 6242.708
#> 5178 824.88560700 6470.380
#> 5179 222.34472729 6663.910
#> 5180 148.58106598 6554.900
#> 5181 371.23364886 6468.944
#> 5182 168.35445289 6423.161
#> 5183 747.28980422 6323.556
#> 5184 600.61691932 6169.054
#> 5185 520.39811939 6504.287
#> 5186 559.92123554 6245.281
#> 5187 372.58170925 6392.447
#> 5188 524.12051144 6315.044
#> 5189 335.31400423 6357.679
#> 5190 372.61157430 6693.513
#> 5191 -69.05875794 6884.707
#> 5192 447.18091113 6429.950
#> 5193 238.52412448 6307.858
#> 5194 558.20342321 6468.029
#> 5195 0.49656453 6536.562
#> 5196 185.73496674 6666.123
#> 5197 295.03181140 6619.811
#> 5198 485.44777984 6430.643
#> 5199 488.39906127 6208.213
#> 5200 114.28536261 6784.272
#> 5201 743.80159635 6436.102
#> 5202 671.67780182 6321.766
#> 5203 110.49386890 6711.282
#> 5204 557.76785564 6465.034
#> 5205 258.69458025 6581.930
#> 5206 2.78606796 6684.968
#> 5207 148.09878377 6629.879
#> 5208 745.89544168 6323.832
#> 5209 521.65988170 6461.901
#> 5210 183.68391983 6332.843
#> 5211 221.79586048 6548.252
#> 5212 523.02064681 6356.266
#> 5213 262.44484332 6696.332
#> 5214 147.79720902 6368.521
#> 5215 -17.26018725 6707.167
#> 5216 258.60499013 6511.749
#> 5217 479.99916716 6577.072
#> 5218 559.06832485 6465.043
#> 5219 636.28969565 6246.644
#> 5220 521.29385534 6502.414
#> 5221 857.01986940 6369.169
#> 5222 371.57189197 6617.444
#> 5223 372.28886485 6395.406
#> 5224 485.61819433 6356.472
#> 5225 111.72625096 6635.767
#> 5226 56.71479627 6696.904
#> 5227 185.34728219 6589.540
#> 5228 481.46326353 6504.644
#> 5229 296.73047129 6284.457
#> 5230 221.86530405 6325.062
#> 5231 297.40829776 6693.469
#> 5232 561.40382047 6319.937
#> 5233 410.50085071 6395.393
#> 5234 857.47793624 6368.328
#> 5235 37.88637982 6720.208
#> 5236 707.82047260 6431.835
#> 5237 334.29978825 6544.911
#> 5238 336.65594751 6281.637
#> 5239 186.41214499 6666.534
#> 5240 819.92115538 6405.409
#> 5241 297.00586735 6471.685
#> 5242 818.95060882 6475.953
#> 5243 678.00483129 6395.481
#> 5244 221.12395891 6402.659
#> 5245 333.45882924 6618.520
#> 5246 486.71184356 6319.058
#> 5247 634.32641972 6318.744
#> 5248 368.63533620 6689.159
#> 5249 186.10178479 6328.941
#> 5250 164.79231199 6386.741
#> 5251 259.04760217 6324.499
#> 5252 185.10016101 6441.799
#> 5253 520.98955051 6466.584
#> 5254 276.67933019 6377.976
#> 5255 819.99444069 6403.981
#> 5256 709.35536350 6360.421
#> 5257 484.97986546 6429.704
#> 5258 413.24447953 6281.028
#> 5259 633.75030050 6431.738
#> 5260 487.30185689 6281.282
#> 5261 556.89695015 6578.657
#> 5262 525.97340360 6132.646
#> 5263 596.38484330 6428.478
#> 5264 184.84120863 6440.860
#> 5265 487.06274659 6319.421
#> 5266 772.77615416 6462.984
#> 5267 818.98764715 6440.168
#> 5268 258.10502960 6323.133
#> 5269 114.45521598 6784.813
#> 5270 671.64718425 6469.208
#> 5271 595.78341398 6469.140
#> 5272 445.85559085 6502.200
#> 5273 149.60263898 6780.052
#> 5274 823.99247561 6295.332
#> 5275 447.64714102 6282.153
#> 5276 259.82522259 6620.484
#> 5277 334.53103555 6433.744
#> 5278 597.80290096 6243.033
#> 5279 819.80796325 6405.401
#> 5280 276.86008372 6415.423
#> 5281 671.83487095 6208.438
#> 5282 224.64829242 6661.434
#> 5283 672.95705139 6245.141
#> 5284 297.66248264 6583.787
#> 5285 296.80182982 6359.665
#> 5286 185.70534424 6629.115
#> 5287 335.76137341 6655.631
#> 5288 410.92718926 6319.685
#> 5289 223.38401345 6399.798
#> 5290 334.96759657 6392.418
#> 5291 597.84556293 6244.971
#> 5292 712.25891126 6285.976
#> 5293 563.54365718 6247.139
#> 5294 185.92442816 6625.403
#> 5295 556.67040100 6465.126
#> 5296 297.98454781 6584.514
#> 5297 223.15945701 6585.160
#> 5298 745.67172066 6397.409
#> 5299 600.92632126 6205.598
#> 5300 448.48680955 6281.721
#> 5301 668.81008676 6433.468
#> 5302 184.72692867 6442.714
#> 5303 203.49467565 6342.732
#> 5304 74.47812187 6638.911
#> 5305 855.82798040 6329.944
#> 5306 333.51844067 6504.877
#> 5307 634.84832064 6284.863
#> 5308 565.53935776 6319.016
#> 5309 561.58853760 6393.272
#> 5310 183.65678603 6441.250
#> 5311 748.89720528 6472.365
#> 5312 259.69999116 6363.857
#> 5313 487.90780475 6278.700
#> 5314 263.50385603 6696.941
#> 5315 784.13942473 6439.803
#> 5316 781.55796122 6363.892
#> 5317 560.90702110 6278.261
#> 5318 372.50775759 6282.762
#> 5319 525.73015131 6207.344
#> 5320 782.19173455 6401.736
#> 5321 114.17612942 6781.768
#> 5322 110.93604494 6711.427
#> 5323 201.39355315 6385.502
#> 5324 561.37737037 6278.856
#> 5325 747.38716583 6250.190
#> 5326 240.65663569 6381.985
#> 5327 148.62045371 6368.247
#> 5328 337.16905880 6393.096
#> 5329 522.75278496 6392.815
#> 5330 562.57884711 6173.697
#> 5331 669.98926721 6209.990
#> 5332 222.35377000 6551.363
#> 5333 203.45077752 6384.993
#> 5334 76.51387055 6676.568
#> 5335 408.90676433 6503.223
#> 5336 333.70763840 6616.417
#> 5337 185.48391990 6552.050
#> 5338 3.92455251 6910.390
#> 5339 857.05378301 6331.827
#> 5340 705.81088050 6395.140
#> 5341 409.44309092 6540.015
#> 5342 481.83324458 6575.692
#> 5343 260.83859392 6396.474
#> 5344 297.64911750 6432.985
#> 5345 148.83765689 6481.319
#> 5346 20.89285429 6626.228
#> 5347 1.79881829 6684.756
#> 5348 744.82456513 6436.718
#> 5349 295.67571201 6622.281
#> 5350 110.99486599 6486.619
#> 5351 597.28116482 6354.465
#> 5352 708.22158804 6359.900
#> 5353 486.19303274 6353.662
#> 5354 563.57559535 6207.878
#> 5355 333.76168898 6653.614
#> 5356 856.77640104 6407.238
#> 5357 489.39942868 6056.450
#> 5358 822.34438933 6331.060
#> 5359 334.53796716 6433.512
#> 5360 261.39364790 6623.446
#> 5361 147.80851675 6371.575
#> 5362 702.24211021 6459.681
#> 5363 223.70678011 6366.517
#> 5364 114.35949326 6785.451
#> 5365 636.79401638 6207.831
#> 5366 297.80497642 6356.959
#> 5367 277.49320823 6416.718
#> 5368 260.75936065 6363.717
#> 5369 -1.20622716 6721.736
#> 5370 57.64571825 6660.033
#> 5371 110.77698256 6707.839
#> 5372 524.84203215 6170.447
#> 5373 708.51158419 6356.763
#> 5374 782.56453609 6366.003
#> 5375 708.36844811 6395.171
#> 5376 335.72222398 6320.894
#> 5377 635.32590922 6285.280
#> 5378 446.64596186 6430.741
#> 5379 668.61345143 6432.997
#> 5380 185.62245885 6551.824
#> 5381 600.22973295 6280.128
#> 5382 559.83357248 6280.120
#> 5383 335.37414443 6355.831
#> 5384 744.87428805 6321.382
#> 5385 37.68340363 6604.165
#> 5386 483.09387828 6464.037
#> 5387 35.12878674 6606.903
#> 5388 674.34117200 6247.647
#> 5389 373.08570679 6321.302
#> 5390 334.04350802 6692.415
#> 5391 276.19206421 6418.173
#> 5392 260.49007002 6360.302
#> 5393 147.86321067 6557.560
#> 5394 519.73817193 6501.780
#> 5395 521.67590979 6464.211
#> 5396 446.75471425 6504.971
#> 5397 858.76545742 6445.609
#> 5398 410.81989481 6356.280
#> 5399 481.54377624 6537.164
#> 5400 717.43008470 6249.629
#> 5401 166.16676722 6311.455
#> 5402 278.56590479 6415.701
#> 5403 560.39113083 6390.771
#> 5404 559.96602110 6427.787
#> 5405 636.73577014 6468.528
#> 5406 72.83006614 6750.805
#> 5407 148.98203185 6706.508
#> 5408 240.33565315 6343.007
#> 5409 672.52004664 6211.242
#> 5410 259.54573735 6361.182
#> 5411 819.96773429 6405.954
#> 5412 447.53606928 6353.538
#> 5413 223.24662109 6364.491
#> 5414 372.10415582 6469.807
#> 5415 820.44813111 6330.753
#> 5416 448.00279526 6315.849
#> 5417 222.68195802 6548.795
#> 5418 710.74615358 6286.183
#> 5419 636.10144909 6209.343
#> 5420 148.30582514 6669.529
#> 5421 221.49372053 6323.887
#> 5422 489.21031619 6467.470
#> 5423 635.14465726 6394.491
#> 5424 372.14903566 6466.767
#> 5425 708.63543904 6323.099
#> 5426 447.06757794 6393.690
#> 5427 564.29426835 6132.090
#> 5428 203.92223214 6420.872
#> 5429 707.33892549 6284.408
#> 5430 70.66424052 6489.907
#> 5431 672.58096062 6321.120
#> 5432 447.11769791 6611.174
#> 5433 148.43724352 6480.280
#> 5434 708.95486458 6285.750
#> 5435 707.00844628 6395.083
#> 5436 637.07753857 6283.521
#> 5437 262.31079390 6696.281
#> 5438 221.52219962 6698.846
#> 5439 407.98065254 6615.977
#> 5440 408.96764896 6577.584
#> 5441 634.27837259 6392.266
#> 5442 41.64764617 6829.169
#> 5443 446.14131523 6504.101
#> 5444 446.05871847 6502.075
#> 5445 281.32450810 6340.335
#> 5446 334.66032744 6396.535
#> 5447 599.63730642 6133.583
#> 5448 633.49656036 6467.086
#> 5449 522.29041985 6575.048
#> 5450 188.49160193 6699.005
#> 5451 446.92610864 6501.891
#> 5452 672.16488950 6321.883
#> 5453 149.04272664 6667.073
#> 5454 671.41242774 6362.024
#> 5455 708.11627062 6248.103
#> 5456 223.10190480 6660.006
#> 5457 147.52625734 6520.650
#> 5458 601.80112759 6134.049
#> 5459 147.50134578 6370.408
#> 5460 445.38236888 6465.296
#> 5461 374.04455765 6580.023
#> 5462 525.61505586 6283.035
#> 5463 409.99964882 6615.529
#> 5464 259.83191978 6620.430
#> 5465 598.03349722 6245.833
#> 5466 707.90880786 6361.046
#> 5467 635.05926434 6318.646
#> 5468 281.05627936 6340.831
#> 5469 669.59201971 6429.420
#> 5470 561.03660313 6278.376
#> 5471 372.41752199 6355.296
#> 5472 333.99591623 6616.567
#> 5473 260.75039894 6325.379
#> 5474 148.21674860 6443.617
#> 5475 297.08161705 6584.325
#> 5476 746.78317532 6467.958
#> 5477 820.10158393 6364.316
#> 5478 223.66594364 6585.992
#> 5479 236.50311666 6306.596
#> 5480 334.20121455 6583.400
#> 5481 -35.79692225 6726.805
#> 5482 448.88899342 6317.478
#> 5483 600.11832601 6134.504
#> 5484 710.15194380 6323.193
#> 5485 894.98181781 6447.550
#> 5486 447.98698934 6465.887
#> 5487 855.14458155 6440.675
#> 5488 148.01066423 6632.632
#> 5489 222.14658003 6698.334
#> 5490 111.06171896 6521.477
#> 5491 222.51900271 6514.334
#> 5492 484.99010847 6389.995
#> 5493 110.76130445 6449.673
#> 5494 484.88512712 6353.500
#> 5495 564.86064412 6130.377
#> 5496 446.64954022 6431.628
#> 5497 -67.91810914 6847.741
#> 5498 94.57335729 6655.383
#> 5499 -1.96922222 6385.409
#> 5500 559.61049179 6242.619
#> 5501 859.13712316 6332.878
#> 5502 820.01482907 6367.700
#> 5503 73.83658351 6563.722
#> 5504 671.49313955 6208.738
#> 5505 478.69052924 6578.699
#> 5506 599.60243133 6134.229
#> 5507 76.03995483 6750.071
#> 5508 489.81990780 6057.525
#> 5509 488.09664062 6205.926
#> 5510 370.87057636 6506.175
#> 5511 370.73003096 6580.787
#> 5512 856.75792748 6331.220
#> 5513 109.35977127 6447.898
#> 5514 371.64718899 6615.237
#> 5515 523.10130717 6353.380
#> 5516 745.88356687 6323.776
#> 5517 672.48446997 6284.935
#> 5518 200.78782433 6383.485
#> 5519 370.94402014 6580.602
#> 5520 519.92625743 6540.743
#> 5521 56.91173077 6659.321
#> 5522 600.30545933 6171.048
#> 5523 486.15709114 6429.035
#> 5524 486.94130578 6316.139
#> 5525 594.93735427 6466.661
#> 5526 333.64044541 6507.984
#> 5527 189.55791823 6329.413
#> 5528 446.60010115 6462.732
#> 5529 600.13478139 6132.687
#> 5530 409.95619172 6431.965
#> 5531 634.97763680 6354.953
#> 5532 297.40049753 6472.707
#> 5533 487.10859789 6278.606
#> 5534 706.31945801 6430.152
#> 5535 112.68262160 6667.791
#> 5536 43.03225561 6903.821
#> 5537 240.53471921 6419.141
#> 5538 634.53267035 6394.585
#> 5539 224.49125044 6362.314
#> 5540 782.06713523 6402.721
#> 5541 447.64519418 6353.688
#> 5542 702.63238131 6458.047
#> 5543 667.75300203 6208.453
#> 5544 633.80352123 6502.197
#> 5545 636.26206962 6247.834
#> 5546 671.13834120 6397.076
#> 5547 95.05714870 6690.992
#> 5548 225.19940068 6325.513
#> 5549 188.18713754 6329.683
#> 5550 371.62411879 6580.968
#> 5551 487.37364532 6244.633
#> 5552 633.86390064 6321.242
#> 5553 223.56635742 6365.486
#> 5554 333.98530593 6432.713
#> 5555 409.92851259 6391.303
#> 5556 41.34349191 6828.916
#> 5557 148.52787094 6408.301
#> 5558 73.70689656 6413.945
#> 5559 593.60180394 6504.693
#> 5560 743.84639692 6362.499
#> 5561 523.99338142 6354.172
#> 5562 147.89846450 6408.076
#> 5563 73.58913927 6638.593
#> 5564 558.87740048 6431.427
#> 5565 258.98962548 6438.873
#> 5566 296.92357443 6656.278
#> 5567 518.86937738 6538.855
#> 5568 222.58829585 6476.789
#> 5569 258.70797896 6620.705
#> 5570 710.97335558 6472.030
#> 5571 521.32757033 6467.198
#> 5572 222.56071809 6586.110
#> 5573 260.23394562 6325.007
#> 5574 336.45033112 6284.505
#> 5575 237.16037525 6382.285
#> 5576 857.58025111 6445.016
#> 5577 490.09488493 6060.861
#> 5578 221.07751944 6401.191
#> 5579 -0.67367319 6497.796
#> 5580 297.08130778 6507.265
#> 5581 670.98376625 6391.537
#> 5582 597.72512306 6318.702
#> 5583 149.51318465 6777.711
#> 5584 701.54349468 6357.789
#> 5585 337.27494828 6320.249
#> 5586 167.56824112 6422.568
#> 5587 109.18161043 6411.048
#> 5588 240.51197599 6345.321
#> 5589 482.63988495 6542.170
#> 5590 745.25695473 6251.294
#> 5591 408.38616358 6614.979
#> 5592 632.13763232 6465.270
#> 5593 188.32708302 6368.407
#> 5594 259.03954199 6397.662
#> 5595 54.41923306 6623.070
#> 5596 485.13009304 6427.673
#> 5597 782.53365335 6402.896
#> 5598 296.32786502 6658.617
#> 5599 856.84893371 6369.864
#> 5600 562.69580511 6243.959
#> 5601 222.23899999 6700.316
#> 5602 184.96898665 6551.110
#> 5603 333.99947783 6505.120
#> 5604 524.49422741 6280.918
#> 5605 480.63368194 6500.945
#> 5606 92.41694348 6692.120
#> 5607 445.58970825 6428.943
#> 5608 296.72277629 6469.575
#> 5609 0.20349178 6725.375
#> 5610 822.98599476 6327.622
#> 5611 856.65826717 6368.229
#> 5612 856.56211474 6410.476
#> 5613 483.40726357 6464.442
#> 5614 745.32304565 6400.782
#> 5615 595.52071170 6430.254
#> 5616 483.52898004 6468.193
#> 5617 202.15928820 6418.430
#> 5618 408.10050247 6542.217
#> 5619 185.82640845 6664.197
#> 5620 262.32703918 6322.598
#> 5621 856.53551922 6443.444
#> 5622 894.65652739 6448.750
#> 5623 486.10995493 6355.977
#> 5624 199.12413683 6384.500
#> 5625 185.28995015 6588.715
#> 5626 296.72026906 6471.947
#> 5627 148.23862572 6553.898
#> 5628 260.38936095 6362.385
#> 5629 78.18983342 6748.519
#> 5630 448.33178414 6315.520
#> 5631 857.25412381 6408.818
#> 5632 794.37154873 6471.460
#> 5633 820.19942017 6405.398
#> 5634 749.13221846 6472.067
#> 5635 633.42987619 6469.504
#> 5636 147.99493369 6703.361
#> 5637 224.44110892 6663.436
#> 5638 559.67417174 6319.526
#> 5639 558.84259203 6316.582
#> 5640 486.32325113 6318.518
#> 5641 632.67414853 6432.371
#> 5642 186.18757523 6404.518
#> 5643 335.85381208 6321.668
#> 5644 220.85511522 6438.499
#> 5645 198.95289180 6309.953
#> 5646 819.69232382 6444.161
#> 5647 634.79843163 6319.543
#> 5648 259.99071015 6623.846
#> 5649 222.54327731 6475.185
#> 5650 894.48696745 6449.930
#> 5651 257.68355839 6325.706
#> 5652 520.59452944 6504.648
#> 5653 147.26684673 6518.461
#> 5654 299.74338672 6321.477
#> 5655 203.26659684 6343.875
#> 5656 74.32767129 6449.899
#> 5657 636.78000879 6210.570
#> 5658 633.37697912 6357.610
#> 5659 486.99221202 6090.916
#> 5660 2.53433443 6761.892
#> 5661 113.18449583 6451.043
#> 5662 111.77999185 6413.900
#> 5663 336.01947525 6322.781
#> 5664 298.05466039 6396.533
#> 5665 671.83958096 6321.633
#> 5666 594.64563884 6538.526
#> 5667 222.78920335 6548.284
#> 5668 38.42430291 6757.651
#> 5669 336.17444756 6322.088
#> 5670 564.13773380 6133.519
#> 5671 711.25419518 6249.077
#> 5672 562.13042792 6207.771
#> 5673 336.08515743 6319.306
#> 5674 451.43050422 6204.870
#> 5675 450.19974364 6356.242
#> 5676 278.47401668 6414.813
#> 5677 296.56899797 6547.508
#> 5678 93.27424460 6692.089
#> 5679 372.89824824 6578.061
#> 5680 672.46355585 6247.323
#> 5681 411.72068593 6317.749
#> 5682 409.26132380 6505.981
#> 5683 561.42996814 6244.179
#> 5684 671.62080339 6357.140
#> 5685 709.46001546 6283.869
#> 5686 187.67116031 6405.150
#> 5687 408.72216752 6540.281
#> 5688 372.65451316 6690.528
#> 5689 187.67690383 6701.487
#> 5690 71.23879144 6524.436
#> 5691 54.22266963 6621.044
#> 5692 37.70951777 6715.611
#> 5693 702.34949641 6459.422
#> 5694 488.49854801 6205.782
#> 5695 783.65874484 6290.901
#> 5696 240.60918247 6417.364
#> 5697 258.77385723 6471.601
#> 5698 147.93470725 6481.434
#> 5699 37.35794567 6682.001
#> 5700 110.58995640 6710.987
#> 5701 817.72145133 6329.227
#> 5702 371.63934792 6541.359
#> 5703 412.19616691 6279.889
#> 5704 376.04887067 6691.101
#> 5705 147.84749352 6703.406
#> 5706 633.50267557 6500.380
#> 5707 671.38891140 6357.639
#> 5708 409.51834090 6506.557
#> 5709 560.74406597 6279.182
#> 5710 260.95875256 6511.934
#> 5711 223.25795176 6660.152
#> 5712 632.96228967 6470.720
#> 5713 371.34262091 6465.138
#> 5714 409.99298739 6502.835
#> 5715 259.68545860 6434.237
#> 5716 260.32787056 6546.531
#> 5717 224.12514448 6361.750
#> 5718 235.94097902 6307.528
#> 5719 334.17227779 6505.017
#> 5720 150.02237842 6630.357
#> 5721 521.07066772 6464.661
#> 5722 702.22893311 6459.847
#> 5723 223.01676000 6584.904
#> 5724 372.28559288 6614.426
#> 5725 371.63417645 6503.516
#> 5726 596.25705536 6428.258
#> 5727 295.97955577 6433.821
#> 5728 147.85278348 6554.668
#> 5729 560.21660923 6279.787
#> 5730 296.69862801 6580.536
#> 5731 373.35920894 6506.911
#> 5732 223.50637088 6588.658
#> 5733 709.45449634 6247.670
#> 5734 636.23526108 6245.137
#> 5735 896.09059954 6372.538
#> 5736 820.75259302 6370.603
#> 5737 296.61617361 6432.125
#> 5738 238.60147593 6342.380
#> 5739 333.87014584 6507.789
#> 5740 38.06381920 6755.899
#> 5741 557.10348500 6502.394
#> 5742 707.98016580 6358.004
#> 5743 111.91533779 6558.298
#> 5744 257.22106523 6510.538
#> 5745 373.66475139 6320.943
#> 5746 483.09394675 6467.603
#> 5747 783.41833609 6325.066
#> 5748 597.71181002 6242.742
#> 5749 409.48069127 6281.349
#> 5750 45.24062786 6751.876
#> 5751 187.62081265 6292.393
#> 5752 147.71646325 6444.096
#> 5753 519.95070457 6540.902
#> 5754 448.33899964 6354.261
#> 5755 857.50516507 6445.085
#> 5756 521.14503005 6577.489
#> 5757 8.74852256 6834.784
#> 5758 672.42171759 6321.527
#> 5759 147.60581501 6556.128
#> 5760 334.13368083 6467.939
#> 5761 186.84587293 6402.829
#> 5762 748.70451618 6326.575
#> 5763 -31.82083851 6844.640
#> 5764 481.48134064 6578.807
#> 5765 221.88313624 6550.581
#> 5766 633.52395620 6317.548
#> 5767 108.95459231 6524.230
#> 5768 564.54873934 6132.913
#> 5769 447.80704476 6355.047
#> 5770 279.56676012 6342.988
#> 5771 111.46112335 6708.809
#> 5772 447.10998365 6390.090
#> 5773 25.21183990 6699.517
#> 5774 199.81513724 6384.164
#> 5775 -30.77918689 6878.901
#> 5776 223.60159042 6474.524
#> 5777 186.26740039 6553.212
#> 5778 524.17229256 6280.420
#> 5779 708.35249487 6360.657
#> 5780 36.16156708 6681.409
#> 5781 559.33932835 6353.455
#> 5782 223.49785627 6626.135
#> 5783 111.48436570 6672.845
#> 5784 94.27117729 6693.392
#> 5785 820.19784559 6439.440
#> 5786 489.51906587 6092.475
#> 5787 169.13027705 6385.584
#> 5788 896.35571947 6373.110
#> 5789 670.84938603 6208.200
#> 5790 520.51935225 6466.030
#> 5791 524.23303444 6391.232
#> 5792 41.42832251 6867.940
#> 5793 782.67208134 6366.116
#> 5794 819.89763838 6441.608
#> 5795 55.52869315 6658.225
#> 5796 56.33646744 6697.253
#> 5797 595.67332498 6503.554
#> 5798 448.58560910 6616.414
#> 5799 482.51356925 6504.956
#> 5800 411.77842364 6279.534
#> 5801 561.31554889 6131.522
#> 5802 410.44669172 6353.363
#> 5803 371.67646838 6507.066
#> 5804 558.73714108 6430.760
#> 5805 563.80260020 6174.124
#> 5806 521.60993671 6357.994
#> 5807 708.41936552 6246.228
#> 5808 337.74291903 6691.823
#> 5809 332.03785319 6657.695
#> 5810 297.16662599 6506.081
#> 5811 334.41298168 6432.909
#> 5812 55.76060197 6658.693
#> 5813 223.83475255 6698.706
#> 5814 596.80027388 6319.220
#> 5815 562.08198279 6206.805
#> 5816 259.30254228 6658.265
#> 5817 708.00150232 6246.575
#> 5818 592.70709510 6431.086
#> 5819 485.73266105 6389.009
#> 5820 258.18102101 6362.937
#> 5821 782.71995605 6364.761
#> 5822 259.21204318 6621.510
#> 5823 415.93129493 6095.823
#> 5824 259.64673987 6326.082
#> 5825 410.34915577 6391.239
#> 5826 597.36910956 6353.756
#> 5827 894.04372513 6448.504
#> 5828 855.93827380 6407.070
#> 5829 603.46353902 6134.804
#> 5830 297.14341220 6584.203
#> 5831 168.44040134 6424.919
#> 5832 111.11600928 6559.275
#> 5833 522.50337674 6430.035
#> 5834 334.19188081 6542.853
#> 5835 240.11203688 6380.047
#> 5836 0.25854752 6649.379
#> 5837 595.51397934 6505.575
#> 5838 335.52699166 6691.732
#> 5839 558.14444422 6390.739
#> 5840 332.79937349 6617.434
#> 5841 672.48328664 6466.625
#> 5842 40.57042047 6829.639
#> 5843 238.72409092 6307.369
#> 5844 259.24390592 6362.893
#> 5845 73.62504178 6459.794
#> 5846 748.56800115 6252.815
#> 5847 815.97120505 6441.434
#> 5848 746.05881169 6285.846
#> 5849 148.83590549 6666.196
#> 5850 297.15258031 6545.120
#> 5851 408.12576648 6615.920
#> 5852 895.54656248 6410.158
#> 5853 636.35598793 6171.560
#> 5854 595.63967825 6503.293
#> 5855 148.99397514 6482.901
#> 5856 110.41260504 6712.262
#> 5857 203.49367213 6420.171
#> 5858 822.56578342 6295.286
#> 5859 484.87246052 6431.302
#> 5860 521.93313123 6430.897
#> 5861 185.01547984 6440.474
#> 5862 482.00233046 6541.399
#> 5863 370.23686456 6581.361
#> 5864 527.61103281 6101.333
#> 5865 412.02479783 6321.111
#> 5866 447.14397790 6357.038
#> 5867 817.69934944 6480.889
#> 5868 224.05300445 6588.945
#> 5869 490.63851933 6060.068
#> 5870 185.45011205 6556.374
#> 5871 371.19886117 6357.993
#> 5872 597.97692957 6431.697
#> 5873 184.63027283 6329.268
#> 5874 482.99964450 6504.608
#> 5875 257.35083998 6473.327
#> 5876 373.08670480 6280.266
#> 5877 597.50032596 6320.198
#> 5878 818.99250167 6292.254
#> 5879 522.71472103 6390.352
#> 5880 894.49864094 6448.914
#> 5881 894.14476559 6446.423
#> 5882 636.13585745 6246.348
#> 5883 110.58958789 6746.014
#> 5884 447.67676659 6393.435
#> 5885 408.27513230 6575.832
#> 5886 671.71661409 6320.197
#> 5887 671.94185542 6467.159
#> 5888 523.80486045 6279.607
#> 5889 73.38736956 6599.263
#> 5890 447.59475283 6282.816
#> 5891 632.60709404 6503.191
#> 5892 560.19917895 6501.546
#> 5893 703.17453849 6435.034
#> 5894 410.97924960 6316.986
#> 5895 488.93133475 6169.923
#> 5896 747.60935785 6288.141
#> 5897 295.64458877 6361.525
#> 5898 148.61667100 6743.696
#> 5899 258.76341395 6509.994
#> 5900 517.42933053 6539.572
#> 5901 334.00259176 6544.236
#> 5902 482.69735892 6501.434
#> 5903 333.69133612 6505.210
#> 5904 632.74587284 6395.227
#> 5905 37.06811379 6686.767
#> 5906 783.34358259 6326.755
#> 5907 744.54856949 6400.599
#> 5908 281.65791166 6341.296
#> 5909 671.07615173 6433.138
#> 5910 71.96401084 6600.885
#> 5911 817.75427578 6445.195
#> 5912 446.64307110 6463.568
#> 5913 672.37439617 6285.061
#> 5914 296.52948084 6580.434
#> 5915 375.04921048 6690.791
#> 5916 445.99300654 6503.738
#> 5917 167.08855315 6423.727
#> 5918 188.70155766 6701.852
#> 5919 856.49562888 6369.439
#> 5920 37.85356313 6680.215
#> 5921 526.36896005 6134.067
#> 5922 520.35377405 6541.801
#> 5923 594.66341599 6543.261
#> 5924 258.90644163 6470.562
#> 5925 150.38977020 6629.719
#> 5926 205.24392482 6345.431
#> 5927 671.35161732 6320.226
#> 5928 279.57948529 6306.531
#> 5929 223.67745334 6361.814
#> 5930 597.12611160 6358.232
#> 5931 150.43845543 6705.272
#> 5932 522.34529167 6389.923
#> 5933 745.57339153 6434.846
#> 5934 76.29921541 6750.860
#> 5935 555.87430488 6539.489
#> 5936 111.78987982 6633.388
#> 5937 371.35320887 6505.678
#> 5938 896.54772872 6372.949
#> 5939 522.73234019 6429.986
#> 5940 524.28705639 6281.666
#> 5941 783.19067903 6326.406
#> 5942 482.52758852 6500.586
#> 5943 703.01569190 6458.090
#> 5944 633.86305952 6466.288
#> 5945 37.57188022 6682.801
#> 5946 856.75238457 6411.338
#> 5947 371.75534796 6428.026
#> 5948 113.77727741 6671.942
#> 5949 224.21463158 6364.902
#> 5950 296.98505498 6360.283
#> 5951 278.07200080 6417.392
#> 5952 170.08473388 6342.092
#> 5953 559.89855498 6204.498
#> 5954 371.90653867 6428.477
#> 5955 148.48835770 6660.852
#> 5956 148.12085149 6371.493
#> 5957 335.84188551 6356.383
#> 5958 636.48546900 6280.396
#> 5959 110.67186568 6561.320
#> 5960 295.48744029 6505.774
#> 5961 484.45624826 6465.433
#> 5962 412.65615061 6281.513
#> 5963 672.45083274 6281.630
#> 5964 223.04390415 6626.438
#> 5965 259.38330166 6583.916
#> 5966 259.71367164 6510.950
#> 5967 110.62685686 6523.373
#> 5968 300.48169699 6322.427
#> 5969 822.42368680 6293.657
#> 5970 522.45438927 6390.699
#> 5971 297.09544918 6398.234
#> 5972 260.10926432 6250.318
#> 5973 202.34069464 6420.318
#> 5974 560.59799996 6353.308
#> 5975 444.51204377 6502.923
#> 5976 598.05812491 6317.004
#> 5977 709.18763105 6286.253
#> 5978 371.49592298 6542.537
#> 5979 408.64029061 6505.048
#> 5980 370.11053254 6689.441
#> 5981 222.72370830 6400.836
#> 5982 597.01317937 6394.174
#> 5983 633.96189464 6394.246
#> 5984 147.58019550 6444.463
#> 5985 407.96123971 6617.019
#> 5986 525.73824557 6207.659
#> 5987 525.63078024 6244.611
#> 5988 560.68992283 6320.335
#> 5989 167.35685841 6345.447
#> 5990 149.21021556 6741.620
#> 5991 335.07998946 6507.582
#> 5992 526.17808432 6096.999
#> 5993 597.18929120 6391.413
#> 5994 449.10379438 6320.128
#> 5995 299.64540753 6582.675
#> 5996 633.68619058 6394.460
#> 5997 372.43480208 6393.696
#> 5998 110.86223285 6712.131
#> 5999 147.00106522 6557.544
#> 6000 149.50636791 6593.509
#> 6001 110.60249936 6711.258
#> 6002 242.10019329 6420.057
#> 6003 595.95990279 6474.694
#> 6004 672.79280481 6283.018
#> 6005 667.29646072 6399.482
#> 6006 448.38033211 6394.353
#> 6007 746.05685420 6325.175
#> 6008 -66.15128638 6917.037
#> 6009 55.17803102 6699.732
#> 6010 14.06783188 6699.265
#> 6011 296.36790568 6508.593
#> 6012 633.06940690 6502.122
#> 6013 485.77229882 6430.357
#> 6014 237.92589703 6380.523
#> 6015 563.93527907 6207.172
#> 6016 632.71071714 6433.529
#> 6017 600.80380001 6132.739
#> 6018 634.11777882 6356.749
#> 6019 520.20003514 6541.223
#> 6020 893.89870049 6450.145
#> 6021 483.20038732 6464.696
#> 6022 223.40972852 6437.212
#> 6023 72.73457498 6752.185
#> 6024 782.53021493 6288.837
#> 6025 519.97302692 6540.476
#> 6026 596.58129629 6356.935
#> 6027 370.76309999 6503.219
#> 6028 238.82509658 6308.218
#> 6029 111.01560078 6486.483
#> 6030 165.85090311 6423.455
#> 6031 148.92036578 6705.768
#> 6032 259.12239389 6513.564
#> 6033 479.39736171 6502.898
#> 6034 222.47491754 6402.423
#> 6035 111.70630975 6447.732
#> 6036 259.98701438 6362.859
#> 6037 371.30707947 6543.797
#> 6038 485.83569442 6319.088
#> 6039 75.60161591 6752.815
#> 6040 895.31587835 6409.700
#> 6041 148.41358483 6407.624
#> 6042 58.33746045 6657.002
#> 6043 595.06318453 6542.521
#> 6044 333.73873224 6657.810
#> 6045 521.96081047 6465.547
#> 6046 409.14461453 6575.229
#> 6047 147.62928418 6517.937
#> 6048 40.58596948 6830.185
#> 6049 559.35774810 6389.280
#> 6050 636.79508992 6208.721
#> 6051 855.59391582 6334.183
#> 6052 200.13448168 6310.942
#> 6053 202.83723193 6344.464
#> 6054 594.94779734 6541.565
#> 6055 594.69034915 6427.719
#> 6056 482.76770071 6467.554
#> 6057 297.64271334 6434.609
#> 6058 856.20465877 6443.095
#> 6059 73.00263729 6451.893
#> 6060 669.53518740 6393.761
#> 6061 446.53878390 6356.270
#> 6062 783.28073833 6436.165
#> 6063 709.74052822 6360.366
#> 6064 482.63600951 6504.979
#> 6065 596.81892353 6356.638
#> 6066 259.34642663 6398.245
#> 6067 406.59748576 6615.809
#> 6068 224.22995323 6287.219
#> 6069 525.64919284 6282.159
#> 6070 557.88991291 6428.220
#> 6071 333.50902570 6507.058
#> 6072 369.62391836 6688.975
#> 6073 635.73047249 6209.888
#> 6074 559.56122373 6391.074
#> 6075 278.26017611 6415.737
#> 6076 259.52685970 6507.602
#> 6077 262.08784648 6695.312
#> 6078 164.68882556 6426.780
#> 6079 744.57927364 6440.709
#> 6080 373.87721194 6690.727
#> 6081 820.37491307 6366.870
#> 6082 632.91490573 6505.707
#> 6083 447.41608964 6390.127
#> 6084 202.51561780 6420.996
#> 6085 146.38867056 6372.216
#> 6086 711.20480787 6250.282
#> 6087 111.42816071 6673.391
#> 6088 445.35727384 6469.820
#> 6089 297.12064955 6434.739
#> 6090 261.14132201 6322.751
#> 6091 296.04522688 6396.815
#> 6092 150.08186102 6780.114
#> 6093 523.67949197 6315.315
#> 6094 20.10596548 6663.647
#> 6095 297.14969908 6583.682
#> 6096 72.16533785 6526.778
#> 6097 -73.19322087 6619.531
#> 6098 562.45859815 6277.779
#> 6099 708.15765794 6321.126
#> 6100 595.78604806 6466.213
#> 6101 112.94700073 6672.013
#> 6102 200.79853070 6308.032
#> 6103 856.17091157 6443.020
#> 6104 148.98891201 6556.590
#> 6105 187.10951919 6700.248
#> 6106 564.47828108 6205.936
#> 6107 635.95442048 6244.457
#> 6108 484.58076224 6577.373
#> 6109 334.78198391 6358.535
#> 6110 260.58565767 6325.478
#> 6111 746.37873646 6467.976
#> 6112 526.23136589 6245.149
#> 6113 296.52270503 6621.405
#> 6114 897.13875964 6372.887
#> 6115 746.87701033 6468.141
#> 6116 488.68312921 6204.816
#> 6117 795.74475586 6469.603
#> 6118 335.16306079 6690.339
#> 6119 35.07025833 6642.898
#> 6120 239.93852173 6380.314
#> 6121 671.45033539 6396.294
#> 6122 674.46021594 6248.667
#> 6123 335.54888678 6618.834
#> 6124 274.93869660 6380.197
#> 6125 465.62102886 6076.948
#> 6126 599.31751301 6280.784
#> 6127 783.98461927 6328.321
#> 6128 148.75663061 6408.243
#> 6129 114.79289521 6783.526
#> 6130 823.27593459 6293.864
#> 6131 75.84085889 6675.522
#> 6132 598.04382389 6242.888
#> 6133 520.17267100 6504.486
#> 6134 633.31514781 6321.451
#> 6135 184.81585799 6477.046
#> 6136 -104.48512260 6853.691
#> 6137 150.84575645 6668.202
#> 6138 185.11237628 6551.379
#> 6139 784.23963220 6289.786
#> 6140 531.30916442 6101.486
#> 6141 447.24119667 6356.317
#> 6142 72.47633707 6413.496
#> 6143 524.35407905 6281.837
#> 6144 258.46637995 6586.178
#> 6145 37.29882009 6644.761
#> 6146 643.50288529 6505.695
#> 6147 557.45891316 6501.746
#> 6148 21.47608424 6665.690
#> 6149 169.46730989 6422.784
#> 6150 259.83039873 6437.762
#> 6151 527.96780736 6133.217
#> 6152 597.63361671 6318.665
#> 6153 147.68209160 6557.895
#> 6154 596.68765362 6467.676
#> 6155 260.09633901 6547.609
#> 6156 632.82417662 6432.962
#> 6157 37.40437581 6681.566
#> 6158 411.13105035 6390.145
#> 6159 410.03989669 6327.826
#> 6160 521.61031329 6463.673
#> 6161 71.84989284 6639.037
#> 6162 669.92720954 6286.338
#> 6163 -32.77266760 6801.907
#> 6164 598.25932448 6283.342
#> 6165 332.76869832 6616.749
#> 6166 186.94297802 6363.882
#> 6167 -2.10375793 6721.048
#> 6168 1.14626095 6874.545
#> 6169 260.99903213 6400.063
#> 6170 297.41507350 6435.698
#> 6171 377.93480660 6691.322
#> 6172 74.14362031 6599.969
#> 6173 222.43550808 6436.367
#> 6174 165.79859243 6385.316
#> 6175 187.17549625 6329.346
#> 6176 445.56807750 6502.389
#> 6177 450.37624913 6242.968
#> 6178 409.21864450 6504.500
#> 6179 261.37713883 6694.635
#> 6180 748.30546810 6250.832
#> 6181 293.95642027 6692.451
#> 6182 259.76285083 6437.025
#> 6183 148.24606041 6558.004
#> 6184 110.10419305 6373.683
#> 6185 895.91752528 6373.640
#> 6186 600.26695985 6134.301
#> 6187 670.38348532 6433.381
#> 6188 561.09563501 6278.830
#> 6189 794.21526417 6471.975
#> 6190 596.46945594 6355.676
#> 6191 259.60419203 6548.662
#> 6192 259.00876417 6399.982
#> 6193 -32.77800498 6803.426
#> 6194 223.03233354 6588.141
#> 6195 75.69585395 6676.160
#> 6196 671.01301423 6395.128
#> 6197 745.87523023 6437.457
#> 6198 259.60099439 6623.407
#> 6199 485.23809335 6391.551
#> 6200 557.64860394 6501.870
#> 6201 411.73860529 6353.898
#> 6202 186.01929720 6668.340
#> 6203 276.44121595 6380.277
#> 6204 78.58962349 6750.379
#> 6205 484.46023334 6541.905
#> 6206 201.08942276 6385.937
#> 6207 185.08039048 6592.788
#> 6208 260.57512066 6545.914
#> 6209 447.74965683 6428.563
#> 6210 239.28667349 6381.745
#> 6211 148.03411312 6408.023
#> 6212 260.56651325 6362.484
#> 6213 708.82090870 6358.331
#> 6214 73.62508253 6598.467
#> 6215 784.04581731 6290.568
#> 6216 449.14926324 6312.829
#> 6217 220.47615949 6552.157
#> 6218 523.66133101 6318.500
#> 6219 94.88769947 6690.969
#> 6220 95.22078479 6694.270
#> 6221 298.33942213 6396.491
#> 6222 111.59379616 6745.557
#> 6223 185.75211406 6590.949
#> 6224 335.47910425 6318.934
#> 6225 335.77355570 6321.944
#> 6226 237.12602374 6344.217
#> 6227 595.60127579 6465.544
#> 6228 149.42947134 6629.411
#> 6229 259.84000640 6623.680
#> 6230 43.06120476 6905.385
#> 6231 408.82200002 6614.891
#> 6232 113.93585257 6784.216
#> 6233 856.44631690 6405.416
#> 6234 855.67389652 6368.907
#> 6235 147.44750901 6368.734
#> 6236 70.18733701 6672.922
#> 6237 146.66633250 6482.775
#> 6238 745.76250693 6285.763
#> 6239 148.72525680 6333.588
#> 6240 371.80664880 6430.490
#> 6241 483.28197433 6537.973
#> 6242 494.37246412 6061.765
#> 6243 789.02507380 6466.376
#> 6244 259.47337847 6661.306
#> 6245 185.00866872 6514.983
#> 6246 35.52763707 6716.326
#> 6247 408.80908950 6615.587
#> 6248 521.50174241 6390.637
#> 6249 410.26406179 6431.333
#> 6250 522.87959208 6355.985
#> 6251 184.65690800 6477.023
#> 6252 222.30732114 6439.141
#> 6253 258.67778317 6659.404
#> 6254 45.05613300 6835.187
#> 6255 185.04507070 6556.049
#> 6256 224.05454734 6293.892
#> 6257 369.76398580 6505.157
#> 6258 524.56374057 6319.132
#> 6259 223.54201052 6588.069
#> 6260 201.59990884 6382.173
#> 6261 446.48208909 6576.675
#> 6262 819.10231534 6442.441
#> 6263 260.12432170 6436.594
#> 6264 484.97840183 6426.642
#> 6265 332.58981080 6579.996
#> 6266 446.04671976 6613.249
#> 6267 525.85638091 6205.322
#> 6268 376.14938268 6319.012
#> 6269 148.18973207 6632.171
#> 6270 259.55189792 6509.013
#> 6271 148.84255351 6669.434
#> 6272 260.59312485 6694.928
#> 6273 560.10118757 6352.805
#> 6274 783.55930947 6327.886
#> 6275 409.08410310 6503.162
#> 6276 637.82238262 6172.342
#> 6277 237.73743282 6379.838
#> 6278 596.30825981 6392.635
#> 6279 557.12335455 6538.940
#> 6280 446.06714968 6539.404
#> 6281 112.55116170 6785.902
#> 6282 224.11248709 6290.387
#> 6283 148.55273568 6592.057
#> 6284 673.83562076 6467.855
#> 6285 409.02131192 6469.605
#> 6286 147.87593710 6367.918
#> 6287 485.20828272 6430.903
#> 6288 855.71431536 6441.749
#> 6289 78.49692648 6749.791
#> 6290 373.44909692 6356.034
#> 6291 894.78730584 6408.933
#> 6292 672.18373032 6321.502
#> 6293 410.66637401 6319.901
#> 6294 260.77243918 6325.760
#> 6295 449.08308003 6318.787
#> 6296 371.14903387 6469.545
#> 6297 410.12270874 6428.283
#> 6298 279.39248119 6340.175
#> 6299 199.36373777 6309.273
#> 6300 76.46153185 6674.961
#> 6301 148.06249103 6669.811
#> 6302 149.07617696 6591.338
#> 6303 818.76266996 6479.863
#> 6304 601.25409789 6169.968
#> 6305 337.08228804 6395.020
#> 6306 447.77308639 6353.468
#> 6307 261.33453331 6360.477
#> 6308 481.53145583 6504.352
#> 6309 746.77319932 6359.898
#> 6310 894.74065044 6445.561
#> 6311 297.39603640 6509.364
#> 6312 408.77585258 6576.995
#> 6313 283.94289549 6417.193
#> 6314 446.33951996 6467.487
#> 6315 520.21405364 6501.319
#> 6316 258.63938449 6584.269
#> 6317 222.68717310 6401.750
#> 6318 747.81504543 6471.015
#> 6319 144.50677332 6518.859
#> 6320 279.63240539 6303.797
#> 6321 223.16171372 6660.302
#> 6322 148.57330226 6744.373
#> 6323 521.38529803 6578.566
#> 6324 446.67168015 6612.962
#> 6325 185.03238955 6591.775
#> 6326 410.51625148 6354.783
#> 6327 556.83713276 6539.248
#> 6328 416.94987312 6286.503
#> 6329 594.65844788 6506.167
#> 6330 297.19407097 6357.929
#> 6331 149.23314092 6740.946
#> 6332 297.28592998 6359.759
#> 6333 74.57611632 6638.031
#> 6334 745.97257523 6434.996
#> 6335 111.42172032 6746.244
#> 6336 600.36560042 6394.534
#> 6337 221.92952998 6697.433
#> 6338 294.49691459 6509.355
#> 6339 446.85682158 6541.560
#> 6340 486.66733011 6318.434
#> 6341 445.90117674 6465.579
#> 6342 273.83774371 6378.389
#> 6343 445.31320638 6538.485
#> 6344 635.24605580 6320.917
#> 6345 634.14804615 6244.453
#> 6346 41.00981171 6792.736
#> 6347 895.45092702 6412.347
#> 6348 781.81253709 6400.129
#> 6349 558.56561788 6426.618
#> 6350 151.27336671 6779.603
#> 6351 446.49187057 6577.328
#> 6352 561.24889201 6279.003
#> 6353 521.37562566 6578.264
#> 6354 483.68433883 6467.693
#> 6355 598.17594141 6355.163
#> 6356 592.27729845 6540.459
#> 6357 632.21675605 6506.641
#> 6358 259.27998882 6548.919
#> 6359 150.49547566 6668.590
#> 6360 185.53723445 6665.619
#> 6361 298.34099485 6359.448
#> 6362 37.64666051 6713.203
#> 6363 221.88324537 6625.654
#> 6364 557.34765339 6575.187
#> 6365 855.87364781 6405.431
#> 6366 222.65019705 6478.214
#> 6367 109.76207075 6447.693
#> 6368 819.82460902 6405.109
#> 6369 557.76611314 6465.912
#> 6370 222.64964548 6512.254
#> 6371 259.60567733 6396.952
#> 6372 559.06431771 6390.935
#> 6373 411.01395785 6317.470
#> 6374 222.72037543 6511.452
#> 6375 223.56303299 6623.721
#> 6376 297.83306224 6471.996
#> 6377 444.34806855 6504.318
#> 6378 370.91664951 6543.262
#> 6379 634.61474443 6392.262
#> 6380 111.03891602 6524.544
#> 6381 257.13725228 6624.790
#> 6382 95.91493040 6691.217
#> 6383 856.51674232 6404.939
#> 6384 259.79315066 6287.078
#> 6385 557.04817773 6579.381
#> 6386 371.28135648 6541.282
#> 6387 514.47151181 6325.184
#> 6388 558.95048430 6243.069
#> 6389 486.48772541 6280.972
#> 6390 370.91490369 6539.790
#> 6391 259.56948718 6474.892
#> 6392 488.12795745 6205.521
#> 6393 335.20127050 6356.135
#> 6394 258.88298846 6468.143
#> 6395 186.89047223 6628.318
#> 6396 3.19853968 6759.186
#> 6397 407.54523411 6504.180
#> 6398 673.68587816 6281.458
#> 6399 147.67795745 6517.805
#> 6400 747.71444931 6249.892
#> 6401 483.37493543 6467.193
#> 6402 333.15702779 6507.921
#> 6403 18.16182900 6624.284
#> 6404 669.98552445 6428.900
#> 6405 335.14265514 6391.038
#> 6406 449.25703816 6276.737
#> 6407 858.25548620 6332.882
#> 6408 184.17588205 6329.013
#> 6409 783.53081078 6326.246
#> 6410 258.97604786 6623.061
#> 6411 297.69155402 6507.642
#> 6412 298.87577547 6248.975
#> 6413 334.36024626 6543.421
#> 6414 295.27798769 6658.424
#> 6415 148.97986328 6557.624
#> 6416 594.70998879 6467.833
#> 6417 223.24261929 6586.226
#> 6418 110.87333426 6411.455
#> 6419 482.36058141 6504.333
#> 6420 636.83321571 6207.914
#> 6421 94.12720676 6654.049
#> 6422 600.45571265 6170.834
#> 6423 275.59466802 6378.548
#> 6424 446.25189215 6577.942
#> 6425 371.43084481 6389.830
#> 6426 147.65769696 6519.871
#> 6427 200.84402579 6308.478
#> 6428 707.65405012 6434.655
#> 6429 371.21436004 6469.733
#> 6430 73.76252973 6599.889
#> 6431 633.30077852 6428.497
#> 6432 635.95845084 6243.711
#> 6433 147.93751239 6405.833
#> 6434 221.96913130 6440.480
#> 6435 447.50645406 6614.803
#> 6436 598.22102974 6279.472
#> 6437 748.59022666 6288.508
#> 6438 371.88676939 6541.139
#> 6439 260.12343703 6660.301
#> 6440 672.73422370 6284.606
#> 6441 331.98749090 6657.460
#> 6442 259.02617780 6657.599
#> 6443 599.74925745 6280.525
#> 6444 671.27886294 6359.001
#> 6445 633.86369114 6469.305
#> 6446 223.87241945 6698.028
#> 6447 560.60717401 6131.351
#> 6448 73.29746007 6565.443
#> 6449 747.17085288 6435.128
#> 6450 148.33911553 6742.932
#> 6451 334.32798541 6430.077
#> 6452 94.17183546 6654.393
#> 6453 486.76907707 6281.773
#> 6454 744.97849603 6360.443
#> 6455 294.69016952 6658.483
#> 6456 258.88401022 6474.910
#> 6457 41.36119041 6827.974
#> 6458 414.08123187 6319.131
#> 6459 487.25057073 6281.949
#> 6460 525.18926464 6354.549
#> 6461 702.33514165 6459.588
#> 6462 521.28807691 6464.429
#> 6463 794.73367418 6471.348
#> 6464 371.27231393 6540.549
#> 6465 199.15659836 6309.627
#> 6466 446.14299875 6502.169
#> 6467 670.96330436 6208.525
#> 6468 224.00558558 6290.043
#> 6469 189.81376759 6702.316
#> 6470 149.86123414 6669.016
#> 6471 482.62474059 6504.663
#> 6472 709.28752496 6323.634
#> 6473 748.50372772 6252.114
#> 6474 259.54273377 6512.086
#> 6475 56.28610519 6698.157
#> 6476 110.90794273 6522.464
#> 6477 744.74282857 6361.808
#> 6478 558.50665400 6575.171
#> 6479 672.26193519 6321.464
#> 6480 595.84642209 6503.077
#> 6481 75.37023842 6750.595
#> 6482 597.48285231 6354.445
#> 6483 444.29038965 6608.858
#> 6484 238.47384269 6382.776
#> 6485 146.87536925 6368.957
#> 6486 222.69000693 6327.816
#> 6487 482.80142506 6546.178
#> 6488 818.75904730 6479.328
#> 6489 222.39716878 6552.318
#> 6490 205.91929209 6345.256
#> 6491 186.24269748 6626.115
#> 6492 92.37224678 6691.611
#> 6493 -33.82520860 6804.798
#> 6494 821.36114693 6367.808
#> 6495 522.30762024 6430.381
#> 6496 222.96509476 6661.262
#> 6497 259.66063591 6624.384
#> 6498 43.64848324 6827.920
#> 6499 281.08381113 6342.637
#> 6500 334.27744223 6581.085
#> 6501 483.06262973 6576.948
#> 6502 672.25869679 6319.829
#> 6503 221.75513370 6439.012
#> 6504 297.18749963 6508.375
#> 6505 600.15908449 6359.168
#> 6506 148.71443261 6518.083
#> 6507 186.86023625 6329.637
#> 6508 333.20708901 6431.380
#> 6509 296.75013664 6584.127
#> 6510 237.71358911 6305.866
#> 6511 598.06381512 6317.098
#> 6512 297.07042477 6546.406
#> 6513 858.80494754 6447.632
#> 6514 636.61134408 6280.884
#> 6515 795.01815805 6472.179
#> 6516 558.23995091 6538.923
#> 6517 784.00241118 6291.200
#> 6518 744.59307639 6361.093
#> 6519 782.96888903 6328.758
#> 6520 168.02190897 6424.857
#> 6521 335.87857364 6321.878
#> 6522 334.12733935 6470.419
#> 6523 745.81996443 6323.821
#> 6524 111.83799187 6636.690
#> 6525 332.83545061 6658.223
#> 6526 223.22312575 6477.562
#> 6527 407.88321723 6583.502
#> 6528 296.33650333 6356.954
#> 6529 371.97910581 6504.433
#> 6530 280.99765893 6306.038
#> 6531 818.64358049 6476.843
#> 6532 411.26680253 6317.214
#> 6533 260.55129704 6694.007
#> 6534 487.01194372 6352.130
#> 6535 335.82129165 6506.314
#> 6536 298.20635849 6617.936
#> 6537 483.30344078 6537.886
#> 6538 410.29394678 6427.848
#> 6539 782.52851242 6402.969
#> 6540 782.61182352 6402.370
#> 6541 708.53337124 6323.229
#> 6542 185.32223155 6441.868
#> 6543 185.69404470 6479.453
#> 6544 147.48705960 6368.785
#> 6545 37.84593139 6754.906
#> 6546 600.28883572 6280.298
#> 6547 559.32006846 6465.288
#> 6548 634.94880182 6357.675
#> 6549 258.49212111 6661.330
#> 6550 526.51633057 6098.615
#> 6551 148.26179804 6628.796
#> 6552 373.11312381 6282.502
#> 6553 856.33233306 6335.515
#> 6554 371.21692117 6503.489
#> 6555 707.04358187 6432.053
#> 6556 73.65557806 6637.107
#> 6557 222.10503276 6325.454
#> 6558 186.47253192 6666.696
#> 6559 856.41543676 6408.903
#> 6560 633.45260383 6465.111
#> 6561 672.11449825 6358.777
#> 6562 491.08996537 6096.155
#> 6563 184.60886636 6442.715
#> 6564 257.56444309 6399.448
#> 6565 112.65681988 6631.137
#> 6566 526.95808609 6132.395
#> 6567 408.57324758 6542.886
#> 6568 447.11621175 6428.188
#> 6569 148.77955535 6668.952
#> 6570 597.49971866 6392.553
#> 6571 446.76089231 6430.364
#> 6572 708.94908916 6360.511
#> 6573 821.09724538 6331.301
#> 6574 201.72849653 6383.784
#> 6575 147.68189128 6482.068
#> 6576 149.29390339 6631.726
#> 6577 112.88996247 6671.366
#> 6578 24.97615250 6697.012
#> 6579 167.17311615 6344.679
#> 6580 168.71900659 6342.597
#> 6581 37.82965262 6641.788
#> 6582 445.12262119 6465.574
#> 6583 38.25425519 6492.976
#> 6584 296.73942747 6470.137
#> 6585 600.12922070 6209.358
#> 6586 561.15963577 6168.093
#> 6587 782.32703642 6402.360
#> 6588 334.23455125 6579.037
#> 6589 149.06739337 6742.788
#> 6590 782.03586897 6402.544
#> 6591 894.85855985 6449.986
#> 6592 223.19875214 6585.626
#> 6593 372.97056672 6393.344
#> 6594 372.77521779 6282.077
#> 6595 524.95349125 6130.169
#> 6596 748.84523587 6472.722
#> 6597 707.91024066 6431.670
#> 6598 707.60328956 6433.355
#> 6599 372.47785967 6355.357
#> 6600 184.56444367 6514.465
#> 6601 708.74671716 6285.121
#> 6602 335.06202782 6692.465
#> 6603 37.90562814 6904.275
#> 6604 219.60262245 6290.850
#> 6605 1.15540186 6763.199
#> 6606 821.65886132 6327.905
#> 6607 222.84949671 6328.078
#> 6608 240.02605244 6382.188
#> 6609 819.89094154 6292.772
#> 6610 709.86111693 6285.257
#> 6611 559.32504817 6430.646
#> 6612 296.71901028 6658.679
#> 6613 408.67032871 6576.586
#> 6614 187.96354072 6700.174
#> 6615 148.00834886 6485.133
#> 6616 558.27932916 6505.906
#> 6617 633.59645649 6469.860
#> 6618 148.26176144 6744.168
#> 6619 595.48885489 6538.988
#> 6620 783.27109950 6288.758
#> 6621 56.41156181 6697.133
#> 6622 637.20164870 6208.340
#> 6623 410.59505400 6354.005
#> 6624 244.01058374 6418.119
#> 6625 297.20505290 6394.215
#> 6626 223.16543880 6623.500
#> 6627 857.21301232 6369.992
#> 6628 745.04597394 6399.960
#> 6629 745.46895260 6322.960
#> 6630 820.69283166 6367.957
#> 6631 1.18110437 6609.237
#> 6632 223.27259611 6474.543
#> 6633 148.22353235 6669.490
#> 6634 222.44407167 6548.831
#> 6635 295.90166163 6619.231
#> 6636 224.16940237 6288.636
#> 6637 669.15078508 6395.807
#> 6638 633.23974296 6357.811
#> 6639 561.01449074 6243.617
#> 6640 597.05564611 6427.699
#> 6641 296.75894405 6583.591
#> 6642 446.12971913 6501.713
#> 6643 599.91717736 6282.361
#> 6644 202.77740845 6419.373
#> 6645 166.58571957 6312.352
#> 6646 334.87296405 6507.724
#> 6647 333.87909406 6656.677
#> 6648 237.77329985 6308.302
#> 6649 111.99262245 6628.757
#> 6650 562.67966666 6284.052
#> 6651 21.97391311 6625.427
#> 6652 370.45058409 6320.877
#> 6653 259.87475239 6361.646
#> 6654 407.50300644 6613.707
#> 6655 112.54935104 6674.613
#> 6656 518.96501628 6541.599
#> 6657 238.10499117 6346.417
#> 6658 259.46301789 6473.064
#> 6659 242.00377346 6417.818
#> 6660 186.22909294 6589.227
#> 6661 556.70674383 6575.589
#> 6662 486.39004017 6279.191
#> 6663 485.83009762 6353.886
#> 6664 633.81070908 6355.396
#> 6665 896.68128165 6373.800
#> 6666 149.21198460 6704.580
#> 6667 896.54606531 6411.519
#> 6668 334.89852548 6358.377
#> 6669 -31.13876577 6916.206
#> 6670 409.74995620 6429.404
#> 6671 818.75183982 6441.673
#> 6672 259.25901194 6399.657
#> 6673 -34.01789219 6728.144
#> 6674 36.24493754 6642.722
#> 6675 184.51261342 6442.347
#> 6676 72.98404693 6487.681
#> 6677 111.60689794 6633.185
#> 6678 818.70858568 6442.665
#> 6679 486.84946892 6315.922
#> 6680 148.29751698 6592.924
#> 6681 745.63603167 6323.749
#> 6682 109.95012753 6561.213
#> 6683 481.01800379 6542.462
#> 6684 599.37785441 6207.787
#> 6685 258.69934210 6510.919
#> 6686 -69.09478672 6809.320
#> 6687 184.66260859 6591.494
#> 6688 333.81078254 6616.566
#> 6689 187.54311720 6702.741
#> 6690 781.90625023 6401.256
#> 6691 635.28184574 6317.899
#> 6692 335.30614855 6358.382
#> 6693 672.53992854 6282.271
#> 6694 263.57515100 6365.848
#> 6695 110.12143556 6707.649
#> 6696 598.28185065 6431.436
#> 6697 637.65241184 6172.603
#> 6698 563.80655706 6243.328
#> 6699 337.74973595 6692.162
#> 6700 185.10107393 6516.579
#> 6701 632.80733543 6470.019
#> 6702 43.61753225 6902.429
#> 6703 522.59607082 6430.154
#> 6704 527.29619025 6100.903
#> 6705 296.11279290 6360.808
#> 6706 370.94337439 6430.575
#> 6707 446.60022451 6393.526
#> 6708 794.46310977 6472.439
#> 6709 37.73607041 6713.977
#> 6710 335.14327133 6358.857
#> 6711 206.07012860 6421.703
#> 6712 674.48399824 6248.827
#> 6713 634.92468751 6393.999
#> 6714 746.98274133 6251.282
#> 6715 636.73386337 6207.504
#> 6716 147.72700422 6405.717
#> 6717 336.33955743 6247.441
#> 6718 226.45136248 6286.384
#> 6719 636.06186384 6247.694
#> 6720 600.42092700 6168.763
#> 6721 111.36891884 6595.472
#> 6722 485.67555951 6431.389
#> 6723 185.69085096 6587.897
#> 6724 110.21025435 6635.880
#> 6725 634.27676570 6358.642
#> 6726 409.45639732 6469.127
#> 6727 372.92400675 6393.021
#> 6728 149.39966263 6406.490
#> 6729 597.28560646 6356.408
#> 6730 557.49433021 6464.868
#> 6731 369.88982398 6690.489
#> 6732 222.04835775 6437.410
#> 6733 484.36335440 6504.452
#> 6734 204.68480023 6420.704
#> 6735 222.52319561 6625.829
#> 6736 184.75384326 6554.153
#> 6737 187.93493638 6441.240
#> 6738 709.79901036 6249.487
#> 6739 672.32668126 6320.389
#> 6740 782.41934665 6398.345
#> 6741 73.14537416 6449.641
#> 6742 897.16250664 6410.616
#> 6743 -30.38192265 6877.783
#> 6744 -17.08891726 6705.225
#> 6745 894.90365094 6447.348
#> 6746 148.18874432 6371.081
#> 6747 559.77095660 6280.126
#> 6748 298.07799387 6509.295
#> 6749 150.42125991 6704.328
#> 6750 332.25502771 6469.370
#> 6751 446.96754233 6428.036
#> 6752 598.75496327 6246.237
#> 6753 295.02666558 6545.552
#> 6754 259.54228150 6511.581
#> 6755 600.99432460 6172.571
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#> 6757 148.20234769 6408.095
#> 6758 600.31708920 6168.214
#> 6759 73.31980793 6527.382
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#> 6761 488.97216882 6094.683
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#> 6763 296.60863594 6581.366
#> 6764 223.37392559 6476.884
#> 6765 894.53986661 6409.459
#> 6766 633.55964212 6465.587
#> 6767 238.53064415 6380.671
#> 6768 -34.24843420 6838.263
#> 6769 223.45629968 6477.153
#> 6770 632.68198168 6501.982
#> 6771 819.91539513 6291.283
#> 6772 821.27052555 6365.378
#> 6773 147.17253197 6443.123
#> 6774 794.32133829 6471.556
#> 6775 671.58400289 6396.297
#> 6776 672.46123850 6245.258
#> 6777 222.25835034 6436.243
#> 6778 259.54621525 6508.197
#> 6779 854.97464835 6406.930
#> 6780 224.09214623 6659.803
#> 6781 857.19051966 6406.904
#> 6782 74.32489927 6599.887
#> 6783 521.30142504 6578.310
#> 6784 37.60825515 6715.200
#> 6785 185.85467128 6628.832
#> 6786 782.64374370 6366.264
#> 6787 483.02921471 6466.299
#> 6788 446.63343334 6429.052
#> 6789 409.69843547 6317.684
#> 6790 484.41059089 6427.082
#> 6791 670.18618105 6430.140
#> 6792 821.94183542 6329.343
#> 6793 595.78023842 6466.572
#> 6794 709.68057736 6394.118
#> 6795 637.95442289 6172.147
#> 6796 41.44743436 6791.724
#> 6797 370.81214064 6614.592
#> 6798 597.28913900 6392.325
#> 6799 482.65938733 6542.293
#> 6800 258.69840986 6434.424
#> 6801 450.11945824 6207.500
#> 6802 223.02009054 6438.161
#> 6803 79.30831733 6749.380
#> 6804 634.69100861 6321.558
#> 6805 110.48251108 6487.511
#> 6806 110.50147276 6712.297
#> 6807 184.23820316 6479.740
#> 6808 858.98021471 6445.534
#> 6809 259.87739379 6512.177
#> 6810 258.20854278 6435.926
#> 6811 294.79035410 6397.571
#> 6812 897.51680781 6415.463
#> 6813 562.28315495 6206.566
#> 6814 149.74422042 6334.210
#> 6815 113.68906912 6744.892
#> 6816 186.77362171 6323.432
#> 6817 182.50874128 6516.361
#> 6818 483.26520434 6540.720
#> 6819 222.06283990 6550.460
#> 6820 634.02303311 6395.103
#> 6821 408.59461145 6464.784
#> 6822 258.42693875 6539.080
#> 6823 636.47167656 6244.885
#> 6824 595.14209155 6364.004
#> 6825 524.51531548 6536.715
#> 6826 185.71050529 6482.213
#> 6827 595.36204944 6465.622
#> 6828 517.41718217 6538.068
#> 6829 147.80635632 6443.547
#> 6830 20.09709938 6663.879
#> 6831 149.98364934 6780.123
#> 6832 36.32783176 6567.428
#> 6833 561.73702923 6318.847
#> 6834 371.79808436 6541.015
#> 6835 783.07351199 6364.095
#> 6836 370.89950140 6613.788
#> 6837 673.11218749 6286.672
#> 6838 203.47158617 6309.282
#> 6839 481.86452353 6503.654
#> 6840 73.30054236 6562.877
#> 6841 565.70298667 6279.512
#> 6842 702.76290871 6457.211
#> 6843 409.15438813 6505.674
#> 6844 635.63601270 6322.019
#> 6845 79.61333550 6787.677
#> 6846 334.87812040 6358.931
#> 6847 335.26694322 6692.949
#> 6848 147.47579629 6442.902
#> 6849 168.58988854 6344.697
#> 6850 95.12852232 6656.117
#> 6851 298.49375089 6657.095
#> 6852 334.22379094 6465.255
#> 6853 702.45501542 6459.625
#> 6854 448.64250792 6351.135
#> 6855 745.92688631 6289.415
#> 6856 448.24447342 6320.408
#> 6857 297.39383112 6466.943
#> 6858 184.23180074 6365.332
#> 6859 856.47178213 6402.710
#> 6860 148.13113951 6741.898
#> 6861 523.81838668 6244.404
#> 6862 709.98845728 6284.062
#> 6863 856.04537293 6406.191
#> 6864 298.61349732 6471.270
#> 6865 447.07205595 6538.504
#> 6866 221.99722359 6401.847
#> 6867 220.91668662 6439.360
#> 6868 896.57530120 6373.426
#> 6869 597.29850429 6429.339
#> 6870 636.24173432 6246.558
#> 6871 333.64939917 6616.161
#> 6872 333.03038553 6469.832
#> 6873 222.78722467 6514.969
#> 6874 521.98215616 6503.401
#> 6875 186.22927996 6366.104
#> 6876 710.24396543 6248.328
#> 6877 855.64774801 6445.206
#> 6878 673.21105352 6468.851
#> 6879 672.62210038 6209.724
#> 6880 563.75671854 6170.814
#> 6881 707.97683941 6320.737
#> 6882 185.05558708 6476.219
#> 6883 370.97716163 6544.240
#> 6884 58.09195486 6620.959
#> 6885 526.58468190 6167.745
#> 6886 451.04187687 6242.608
#> 6887 408.27938991 6505.316
#> 6888 408.06154153 6543.492
#> 6889 783.31964319 6288.540
#> 6890 73.27605540 6565.247
#> 6891 673.66417280 6245.963
#> 6892 601.05369452 6171.339
#> 6893 201.92180561 6309.021
#> 6894 296.84947358 6435.889
#> 6895 -16.16793862 6708.135
#> 6896 110.65228475 6595.472
#> 6897 563.24439603 6244.077
#> 6898 336.27968002 6281.968
#> 6899 708.36403665 6399.369
#> 6900 746.78329496 6287.604
#> 6901 597.35308866 6391.453
#> 6902 526.18239993 6206.901
#> 6903 819.75592822 6405.212
#> 6904 370.91309470 6543.515
#> 6905 38.95047636 6641.090
#> 6906 598.94086431 6352.620
#> 6907 116.04417453 6784.159
#> 6908 222.01522361 6663.245
#> 6909 222.37797692 6402.101
#> 6910 489.07084004 6205.668
#> 6911 258.27388168 6586.673
#> 6912 223.42798900 6474.638
#> 6913 633.41265568 6432.072
#> 6914 557.58526881 6431.015
#> 6915 0.33749767 6721.574
#> 6916 185.31670702 6404.312
#> 6917 110.43658082 6559.518
#> 6918 526.20381233 6170.080
#> 6919 708.86843481 6321.289
#> 6920 222.94960405 6548.348
#> 6921 42.77361247 6903.306
#> 6922 298.30234609 6396.443
#> 6923 -68.00834057 6809.847
#> 6924 412.21345328 6279.953
#> 6925 484.77062694 6355.583
#> 6926 334.24357029 6545.047
#> 6927 185.19828862 6591.867
#> 6928 634.00769580 6430.819
#> 6929 595.50773536 6465.850
#> 6930 820.24160043 6405.372
#> 6931 409.87204747 6430.673
#> 6932 335.18242629 6690.803
#> 6933 40.43757859 6756.233
#> 6934 112.99788850 6670.098
#> 6935 3.50339651 6873.213
#> 6936 673.63553010 6245.481
#> 6937 595.31331353 6541.866
#> 6938 -34.80083833 6842.076
#> 6939 488.25432725 6243.700
#> 6940 111.02060204 6524.164
#> 6941 281.22340067 6343.177
#> 6942 1.53179793 6646.711
#> 6943 275.55205803 6381.213
#> 6944 13.81760302 6699.054
#> 6945 110.80111053 6557.439
#> 6946 636.08047400 6247.363
#> 6947 672.92490467 6284.579
#> 6948 333.21647890 6617.867
#> 6949 636.39121349 6170.131
#> 6950 223.29832720 6437.231
#> 6951 595.95478210 6393.270
#> 6952 239.28632238 6345.670
#> 6953 57.08395820 6696.452
#> 6954 148.54470788 6739.842
#> 6955 78.57955718 6748.011
#> 6956 820.80172955 6365.924
#> 6957 520.78073789 6538.990
#> 6958 596.25713473 6466.117
#> 6959 710.45691450 6358.115
#> 6960 445.93318672 6504.567
#> 6961 556.25337111 6575.639
#> 6962 148.60079405 6555.316
#> 6963 783.06220549 6326.351
#> 6964 188.40966476 6331.058
#> 6965 146.07659792 6481.315
#> 6966 75.67194369 6676.891
#> 6967 259.66334978 6586.615
#> 6968 92.73504922 6693.207
#> 6969 277.01666341 6379.734
#> 6970 595.00438611 6540.299
#> 6971 148.54439757 6406.546
#> 6972 296.13404591 6396.964
#> 6973 529.79760490 6096.634
#> 6974 782.34714099 6437.756
#> 6975 632.39085900 6429.680
#> 6976 636.13123534 6244.559
#> 6977 167.25129726 6423.172
#> 6978 748.38035527 6287.052
#> 6979 783.23453607 6328.348
#> 6980 560.13717706 6353.226
#> 6981 595.61862922 6502.496
#> 6982 281.46187922 6341.975
#> 6983 75.35159736 6637.605
#> 6984 259.49731245 6437.150
#> 6985 36.44350087 6569.250
#> 6986 190.77993454 6702.587
#> 6987 184.97640477 6330.312
#> 6988 483.80696520 6465.484
#> 6989 485.61900266 6387.766
#> 6990 222.21145243 6437.622
#> 6991 275.53615602 6377.619
#> 6992 370.36075244 6469.479
#> 6993 486.73932799 6318.918
#> 6994 855.79683961 6441.032
#> 6995 594.76882804 6465.629
#> 6996 780.55364613 6405.164
#> 6997 634.89090095 6467.093
#> 6998 371.38365951 6504.141
#> 6999 149.27384798 6742.829
#> 7000 258.72511332 6586.809
#> 7001 0.74275434 6648.148
#> 7002 73.82236675 6566.056
#> 7003 204.49631099 6346.677
#> 7004 41.68088970 6829.992
#> 7005 259.71185867 6548.551
#> 7006 296.63319879 6691.711
#> 7007 -69.56849064 6884.657
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#> 7009 524.59027329 6279.061
#> 7010 599.86816629 6208.460
#> 7011 560.46281431 6390.567
#> 7012 794.61786634 6472.015
#> 7013 147.97400675 6480.487
#> 7014 525.80449519 6096.033
#> 7015 259.25693701 6324.717
#> 7016 447.25011308 6572.514
#> 7017 36.33916956 6641.171
#> 7018 -0.61600081 6873.555
#> 7019 56.27216728 6658.607
#> 7020 822.60384635 6331.252
#> 7021 558.83771358 6315.124
#> 7022 222.96146094 6473.889
#> 7023 221.85036325 6439.153
#> 7024 485.16742204 6390.825
#> 7025 636.59584855 6172.121
#> 7026 446.76499711 6431.159
#> 7027 259.81719037 6620.008
#> 7028 894.42395050 6447.077
#> 7029 519.61351502 6542.477
#> 7030 707.68753021 6431.247
#> 7031 563.67475737 6243.333
#> 7032 823.08236521 6331.107
#> 7033 42.53701833 6865.414
#> 7034 223.84681464 6661.140
#> 7035 186.34251683 6552.840
#> 7036 333.55060215 6433.342
#> 7037 520.21723046 6575.544
#> 7038 298.07062125 6509.466
#> 7039 222.41828059 6552.554
#> 7040 557.02136154 6543.057
#> 7041 894.39472757 6409.217
#> 7042 -30.04773794 6915.838
#> 7043 450.53587187 6242.335
#> 7044 745.77954494 6287.046
#> 7045 669.70552575 6431.278
#> 7046 237.97353739 6342.114
#> 7047 484.36397636 6577.369
#> 7048 448.39545909 6391.799
#> 7049 332.30082051 6657.770
#> 7050 335.49228113 6356.625
#> 7051 222.74167122 6698.867
#> 7052 523.26868309 6428.908
#> 7053 371.37547335 6542.374
#> 7054 821.41366155 6366.096
#> 7055 -181.69984025 6828.670
#> 7056 -23.06441974 6910.884
#> 7057 335.22843137 6432.984
#> 7058 408.95167677 6580.566
#> 7059 559.04034657 6427.718
#> 7060 148.60212022 6331.062
#> 7061 111.59988320 6746.373
#> 7062 4.55353613 6797.371
#> 7063 295.85783378 6358.150
#> 7064 259.47318500 6397.028
#> 7065 561.66191707 6217.949
#> 7066 295.72847187 6654.726
#> 7067 821.27980971 6366.382
#> 7068 522.44254283 6429.189
#> 7069 296.25509801 6654.318
#> 7070 746.10604623 6472.825
#> 7071 448.84314966 6277.160
#> 7072 296.13182888 6323.939
#> 7073 375.07142221 6691.180
#> 7074 633.34385147 6318.099
#> 7075 635.72728023 6246.551
#> 7076 819.48875899 6479.670
#> 7077 260.28160151 6697.594
#> 7078 523.73180345 6281.688
#> 7079 671.47841314 6359.847
#> 7080 521.58488510 6466.605
#> 7081 150.75953632 6778.938
#> 7082 55.48565061 6623.479
#> 7083 600.46785625 6133.083
#> 7084 669.66209432 6394.397
#> 7085 747.51124190 6249.795
#> 7086 222.25027703 6698.074
#> 7087 331.81311043 6618.349
#> 7088 486.79684510 6318.673
#> 7089 169.81338284 6342.814
#> 7090 781.98022593 6438.907
#> 7091 38.11386757 6754.322
#> 7092 297.64948016 6321.696
#> 7093 222.85074209 6663.251
#> 7094 38.12438276 6715.161
#> 7095 557.16946619 6504.538
#> 7096 672.90888879 6323.536
#> 7097 783.73686376 6288.583
#> 7098 794.63802754 6472.044
#> 7099 562.86135393 6134.734
#> 7100 185.79079712 6438.727
#> 7101 114.75642861 6783.836
#> 7102 784.37986749 6327.961
#> 7103 408.78574320 6615.461
#> 7104 521.27169153 6577.222
#> 7105 672.55218318 6359.074
#> 7106 783.02235004 6327.949
#> 7107 444.90062677 6465.784
#> 7108 487.27376208 6316.159
#> 7109 447.21862345 6467.204
#> 7110 112.93383543 6669.352
#> 7111 858.49292204 6331.658
#> 7112 820.39270253 6404.406
#> 7113 408.12819225 6580.340
#> 7114 480.33246933 6503.472
#> 7115 672.73404105 6467.959
#> 7116 111.39130971 6635.759
#> 7117 222.81191166 6477.086
#> 7118 818.26208316 6480.706
#> 7119 819.06058077 6403.787
#> 7120 411.46492552 6317.726
#> 7121 820.86223493 6294.657
#> 7122 818.70770523 6479.866
#> 7123 634.28999965 6358.294
#> 7124 222.53415249 6400.369
#> 7125 147.71089946 6481.230
#> 7126 597.93499369 6281.507
#> 7127 239.32324591 6382.062
#> 7128 110.17575179 6522.483
#> 7129 409.11918873 6613.876
#> 7130 372.12259978 6466.133
#> 7131 298.12137953 6434.709
#> 7132 524.55540554 6318.591
#> 7133 372.25457125 6392.299
#> 7134 40.21403090 6755.336
#> 7135 41.82742178 6791.404
#> 7136 297.24523264 6471.970
#> 7137 594.57665863 6538.618
#> 7138 599.81248644 6208.683
#> 7139 521.78939934 6429.196
#> 7140 149.58351246 6668.558
#> 7141 635.64251801 6243.058
#> 7142 186.81509281 6666.555
#> 7143 335.03236993 6359.170
#> 7144 413.06625533 6278.843
#> 7145 183.97099459 6630.820
#> 7146 560.26530811 6284.425
#> 7147 635.60167643 6279.277
#> 7148 705.57681684 6454.529
#> 7149 745.90094284 6326.631
#> 7150 526.35383074 6135.327
#> 7151 446.18891871 6428.134
#> 7152 296.96452060 6359.990
#> 7153 673.06675141 6320.643
#> 7154 -33.99091943 6841.317
#> 7155 40.88917972 6680.226
#> 7156 894.67120378 6446.380
#> 7157 557.64198820 6505.683
#> 7158 820.91829348 6366.242
#> 7159 41.83371707 6866.320
#> 7160 149.83309681 6666.367
#> 7161 600.46206224 6138.464
#> 7162 147.27493180 6779.096
#> 7163 2.35271301 6912.521
#> 7164 70.13630365 6448.019
#> 7165 632.36568010 6433.416
#> 7166 895.82994125 6407.458
#> 7167 595.32699768 6467.047
#> 7168 259.29135421 6583.431
#> 7169 186.31547800 6666.071
#> 7170 333.40066110 6654.862
#> 7171 259.04989421 6657.961
#> 7172 559.22671629 6429.108
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#> 7174 203.51436142 6344.270
#> 7175 371.95352146 6390.881
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#> 7177 296.18422751 6618.284
#> 7178 784.10534580 6328.249
#> 7179 148.18875567 6592.071
#> 7180 483.97655036 6536.080
#> 7181 820.60663747 6476.558
#> 7182 -71.07753345 6846.983
#> 7183 485.14492640 6428.800
#> 7184 223.51698167 6623.191
#> 7185 599.99363090 6206.790
#> 7186 783.56931596 6328.344
#> 7187 490.53961390 6058.394
#> 7188 111.14848656 6784.145
#> 7189 708.00100733 6358.947
#> 7190 187.95185331 6700.444
#> 7191 112.62429806 6782.709
#> 7192 522.54553752 6353.256
#> 7193 241.22043317 6417.475
#> 7194 240.13021742 6418.808
#> 7195 2.14254846 6759.411
#> 7196 332.79491915 6506.063
#> 7197 448.55209161 6316.032
#> 7198 557.81399878 6574.514
#> 7199 556.66824849 6501.758
#> 7200 556.83676281 6427.557
#> 7201 185.07768009 6515.043
#> 7202 448.32874363 6316.253
#> 7203 670.54938962 6433.652
#> 7204 147.82610555 6705.770
#> 7205 2.60898154 6873.417
#> 7206 73.61389183 6602.331
#> 7207 744.67593301 6397.016
#> 7208 446.60053115 6392.917
#> 7209 371.40888112 6503.446
#> 7210 745.31155267 6360.708
#> 7211 555.85784252 6577.173
#> 7212 260.05733761 6360.129
#> 7213 448.26351883 6131.836
#> 7214 187.97258890 6699.937
#> 7215 259.54966603 6549.151
#> 7216 819.64879426 6327.947
#> 7217 785.97774666 6321.556
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#> 7219 296.27504919 6398.574
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#> 7221 557.92814288 6280.699
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#> 7225 114.57981245 6785.035
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#> 7228 3.81847279 6873.144
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#> 7230 183.90229554 6293.931
#> 7231 221.33381123 6364.576
#> 7232 73.33475580 6412.801
#> 7233 369.57826548 6578.746
#> 7234 556.73698396 6538.906
#> 7235 147.82083046 6446.179
#> 7236 487.73327369 6502.193
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#> 7242 669.42219169 6435.854
#> 7243 -32.49798770 6802.348
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#> 7248 373.51082854 6319.941
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#> 7250 204.38493632 6419.766
#> 7251 146.23735440 6481.739
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#> 7253 260.49404823 6507.327
#> 7254 375.59100725 6319.487
#> 7255 259.39874489 6400.747
#> 7256 560.28864827 6205.252
#> 7257 110.41758181 6449.267
#> 7258 19.29039456 6662.890
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#> 7260 596.00935445 6465.657
#> 7261 527.62511323 6133.657
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#> 7263 444.17645198 6611.511
#> 7264 407.36411919 6578.546
#> 7265 148.79973811 6443.118
#> 7266 222.52863470 6552.065
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#> 7270 333.87862731 6467.968
#> 7271 482.71765792 6575.416
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#> 7273 184.67653944 6515.414
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#> 7275 520.04007319 6505.462
#> 7276 447.34865820 6390.221
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#> 7278 259.12873412 6657.601
#> 7279 186.15699941 6666.944
#> 7280 202.58338725 6419.756
#> 7281 557.20959993 6505.910
#> 7282 147.79209299 6405.254
#> 7283 221.95440400 6474.553
#> 7284 148.46645562 6406.292
#> 7285 560.21652466 6282.189
#> 7286 333.65553380 6618.770
#> 7287 331.79360628 6581.122
#> 7288 411.42197008 6279.761
#> 7289 258.56004120 6659.007
#> 7290 259.46003754 6435.070
#> 7291 222.86874199 6588.829
#> 7292 149.81633535 6669.040
#> 7293 519.94667753 6466.373
#> 7294 223.57738231 6474.280
#> 7295 222.00704181 6363.376
#> 7296 557.76385544 6539.428
#> 7297 561.29143576 6280.543
#> 7298 451.87383574 6205.458
#> 7299 38.14324862 6653.488
#> 7300 224.93399882 6366.770
#> 7301 297.34783704 6435.994
#> 7302 221.75192998 6437.132
#> 7303 222.52365109 6511.689
#> 7304 523.81753369 6500.429
#> 7305 857.15181761 6444.605
#> 7306 51.39083490 6864.747
#> 7307 114.03750022 6408.772
#> 7308 706.82664025 6433.289
#> 7309 707.73545024 6434.991
#> 7310 295.23027253 6622.429
#> 7311 409.24920495 6467.758
#> 7312 107.44847923 6706.959
#> 7313 296.96391711 6506.297
#> 7314 186.44716352 6256.298
#> 7315 524.55049101 6281.567
#> 7316 188.32563562 6405.304
#> 7317 296.91337279 6472.359
#> 7318 184.81421764 6438.561
#> 7319 238.34072466 6307.597
#> 7320 146.45963907 6371.605
#> 7321 556.72785795 6539.524
#> 7322 203.61682261 6308.009
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#> 7324 558.29678479 6468.722
#> 7325 37.61634310 6569.794
#> 7326 708.55291621 6353.874
#> 7327 446.29679306 6465.037
#> 7328 526.40570078 6244.245
#> 7329 92.90294145 6654.014
#> 7330 72.34044228 6524.501
#> 7331 333.14030553 6507.843
#> 7332 674.76826922 6282.361
#> 7333 297.92142639 6657.715
#> 7334 372.54891787 6466.263
#> 7335 708.81519162 6323.203
#> 7336 259.38325288 6435.261
#> 7337 857.11964869 6331.984
#> 7338 563.32736283 6205.334
#> 7339 636.16494899 6244.086
#> 7340 445.45446457 6501.859
#> 7341 596.79503318 6427.076
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#> 7344 894.03738771 6446.587
#> 7345 520.12905726 6464.253
#> 7346 259.72479845 6286.796
#> 7347 55.14463426 6699.053
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#> 7350 818.47038894 6443.623
#> 7351 708.73308852 6394.686
#> 7352 857.10399092 6445.878
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#> 7356 297.68294828 6694.059
#> 7357 409.97922930 6427.953
#> 7358 299.23050535 6508.068
#> 7359 238.46563158 6307.793
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#> 7362 223.14607629 6437.763
#> 7363 222.06880042 6400.201
#> 7364 334.57798555 6654.062
#> 7365 637.85192726 6172.045
#> 7366 169.01776567 6341.408
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#> 7375 223.34603751 6437.021
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#> 7378 445.77885110 6576.852
#> 7379 450.94228270 6207.639
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#> 7381 221.34886239 6325.840
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#> 7383 598.12127001 6318.602
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#> 7386 110.34406931 6484.535
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#> 7389 222.29747052 6363.356
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#> 7393 555.35505787 6476.697
#> 7394 822.03844798 6294.689
#> 7395 93.34630568 6652.450
#> 7396 516.61499369 6576.891
#> 7397 372.87784664 6392.502
#> 7398 297.35031143 6434.878
#> 7399 186.27972320 6664.326
#> 7400 821.11700280 6331.015
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#> 7402 146.70899510 6482.380
#> 7403 335.13247591 6690.482
#> 7404 -1.29505293 6760.923
#> 7405 57.61523656 6659.854
#> 7406 526.88849132 6241.407
#> 7407 296.62811608 6472.434
#> 7408 333.73164045 6617.818
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#> 7410 559.30963059 6464.814
#> 7411 188.42820862 6329.240
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#> 7413 78.05023835 6748.785
#> 7414 447.46068829 6280.375
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#> 7416 296.53346373 6690.522
#> 7417 410.62491628 6393.640
#> 7418 222.62204620 6325.820
#> 7419 483.18627215 6464.683
#> 7420 485.07931430 6391.204
#> 7421 260.40692142 6360.346
#> 7422 110.66313677 6557.966
#> 7423 794.83999863 6471.453
#> 7424 408.65379955 6544.772
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#> 7426 3.82595730 6795.222
#> 7427 223.33954602 6361.392
#> 7428 56.96219841 6696.819
#> 7429 746.31444835 6289.760
#> 7430 708.90142092 6283.591
#> 7431 447.02637002 6504.267
#> 7432 370.81427967 6469.751
#> 7433 371.14743355 6355.151
#> 7434 259.26184710 6398.080
#> 7435 183.99789338 6329.039
#> 7436 275.12868423 6380.646
#> 7437 746.48194788 6325.389
#> 7438 258.06099031 6437.556
#> 7439 523.27013456 6390.904
#> 7440 709.36123308 6284.003
#> 7441 370.61636247 6466.148
#> 7442 262.17433751 6696.193
#> 7443 371.16772128 6469.293
#> 7444 147.81507808 6630.415
#> 7445 446.95141845 6575.967
#> 7446 222.06158145 6627.801
#> 7447 526.64283861 6099.158
#> 7448 522.39361165 6428.217
#> 7449 187.47418152 6701.710
#> 7450 202.20043102 6419.658
#> 7451 560.03587029 6205.034
#> 7452 855.95850982 6369.108
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#> 7454 744.96152177 6324.020
#> 7455 0.76349909 6571.230
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#> 7457 489.83166418 6095.971
#> 7458 223.01251272 6512.958
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#> 7461 670.61196636 6434.084
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#> 7463 186.33932143 6663.165
#> 7464 73.93256930 6600.362
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#> 7466 57.58683070 6695.955
#> 7467 148.19917994 6557.865
#> 7468 784.53465273 6288.157
#> 7469 41.63482411 6792.442
#> 7470 299.73018447 6507.908
#> 7471 558.85622810 6316.649
#> 7472 112.76207665 6597.336
#> 7473 76.78102715 6750.784
#> 7474 260.54863335 6437.886
#> 7475 -219.69629613 6799.134
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#> 7477 297.67039989 6324.267
#> 7478 446.24097358 6539.463
#> 7479 147.22875994 6369.634
#> 7480 240.61619134 6417.638
#> 7481 1.51915300 6834.181
#> 7482 484.72130208 6430.084
#> 7483 823.91519398 6294.566
#> 7484 259.40934529 6546.209
#> 7485 237.17553534 6306.070
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#> 7487 223.04383868 6588.563
#> 7488 596.14096173 6428.657
#> 7489 558.73191111 6324.131
#> 7490 185.76857050 6443.212
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#> 7493 223.44461686 6476.762
#> 7494 34.85949627 6681.183
#> 7495 54.87903033 6699.372
#> 7496 333.44109807 6577.933
#> 7497 562.32226419 6171.817
#> 7498 260.65306466 6358.878
#> 7499 372.57544696 6690.574
#> 7500 702.70306012 6458.207
#> 7501 147.82640705 6557.524
#> 7502 486.60670887 6281.772
#> 7503 522.51903583 6430.087
#> 7504 446.57934623 6428.279
#> 7505 674.75331984 6249.018
#> 7506 95.02617867 6690.976
#> 7507 277.71653491 6416.378
#> 7508 524.32038824 6204.466
#> 7509 297.70297154 6581.879
#> 7510 277.48225669 6305.357
#> 7511 38.06693344 6755.025
#> 7512 482.82822092 6577.706
#> 7513 109.76336441 6560.523
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#> 7515 521.11585407 6467.816
#> 7516 148.58994146 6741.176
#> 7517 371.04175324 6540.380
#> 7518 113.03503721 6670.717
#> 7519 637.75298454 6171.969
#> 7520 634.33864712 6321.369
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#> 7522 222.42202004 6514.361
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#> 7525 670.06785139 6433.429
#> 7526 488.15793952 6315.102
#> 7527 149.16558220 6667.607
#> 7528 372.95656604 6468.668
#> 7529 296.57758422 6322.896
#> 7530 599.77307995 6136.222
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#> 7533 147.63100393 6631.117
#> 7534 490.48288230 6096.359
#> 7535 335.63641455 6395.814
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#> 7539 600.74874516 6206.706
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#> 7541 599.04071976 6243.256
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#> 7583 150.05825322 6779.767
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#> 7604 520.47545025 6541.276
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#> 7616 149.17574261 6371.851
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#> 7622 299.30703737 6283.330
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#> 7628 744.87368827 6286.669
#> 7629 558.63576899 6426.634
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#> 7641 896.70874971 6375.895
#> 7642 857.93629993 6445.029
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#> 7646 75.62164905 6600.646
#> 7647 746.05928351 6323.114
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#> 7650 164.10407158 6388.348
#> 7651 489.75037774 6092.311
#> 7652 371.59230462 6429.932
#> 7653 147.07449998 6554.929
#> 7654 819.52170192 6403.080
#> 7655 745.82660713 6436.229
#> 7656 529.11133955 6130.513
#> 7657 595.34011231 6539.188
#> 7658 297.41661247 6432.582
#> 7659 527.12089402 6100.839
#> 7660 259.16238075 6581.619
#> 7661 222.44593305 6439.641
#> 7662 594.57876666 6538.602
#> 7663 634.66362773 6357.829
#> 7664 148.91940518 6666.952
#> 7665 633.18881694 6395.441
#> 7666 596.07758184 6465.550
#> 7667 601.18022996 6169.707
#> 7668 594.67249894 6539.350
#> 7669 634.07941598 6318.391
#> 7670 895.72898185 6410.869
#> 7671 297.66266033 6617.032
#> 7672 237.91663561 6305.970
#> 7673 896.34477367 6371.981
#> 7674 185.61219743 6442.060
#> 7675 147.91190897 6555.059
#> 7676 259.94281840 6397.279
#> 7677 819.39448054 6478.096
#> 7678 3.92256086 6795.750
#> 7679 520.65235526 6538.604
#> 7680 487.99189623 6281.950
#> 7681 857.49181105 6445.008
#> 7682 491.72125462 6283.240
#> 7683 710.03760326 6288.489
#> 7684 111.42431593 6738.329
#> 7685 259.21061812 6291.202
#> 7686 531.20174747 6205.172
#> 7687 676.06975042 6468.233
#> 7688 110.27696806 6709.010
#> 7689 275.77970870 6380.193
#> 7690 520.08050341 6577.929
#> 7691 672.82549914 6211.143
#> 7692 636.20639171 6245.749
#> 7693 -0.59033598 6610.994
#> 7694 482.47953857 6540.630
#> 7695 634.93792470 6318.021
#> 7696 524.51123190 6314.138
#> 7697 72.57448359 6565.101
#> 7698 147.61924202 6517.268
#> 7699 46.75757751 6906.709
#> 7700 587.82859807 6317.795
#> 7701 821.67033949 6296.412
#> 7702 371.64142321 6432.047
#> 7703 222.67616310 6511.102
#> 7704 54.54758182 6697.152
#> 7705 278.67042214 6417.240
#> 7706 336.63592032 6355.974
#> 7707 702.66474181 6456.944
#> 7708 783.25253995 6326.153
#> 7709 599.17339998 6279.797
#> 7710 448.22513128 6320.269
#> 7711 236.67153271 6304.990
#> 7712 701.56660881 6458.587
#> 7713 59.20791504 6659.909
#> 7714 371.34221908 6506.976
#> 7715 333.68588667 6504.974
#> 7716 37.38147951 6566.177
#> 7717 38.68847825 6755.177
#> 7718 633.65494097 6467.273
#> 7719 334.53739972 6433.341
#> 7720 -71.30589699 6694.632
#> 7721 258.73028053 6360.557
#> 7722 259.65438265 6657.766
#> 7723 409.28284684 6466.242
#> 7724 241.09130901 6418.437
#> 7725 78.28520031 6786.890
#> 7726 -32.54622493 6841.067
#> 7727 411.12084946 6579.291
#> 7728 258.82474434 6660.417
#> 7729 20.74765915 6664.887
#> 7730 296.05268896 6659.055
#> 7731 42.40232422 6869.456
#> 7732 820.20682959 6402.438
#> 7733 895.47083334 6409.327
#> 7734 596.52391925 6467.785
#> 7735 371.50963692 6356.784
#> 7736 111.72865075 6784.097
#> 7737 783.12580943 6365.171
#> 7738 525.47312130 6170.602
#> 7739 557.81422863 6502.012
#> 7740 486.27789168 6352.569
#> 7741 42.81375971 6791.745
#> 7742 164.64993757 6388.318
#> 7743 297.83964269 6322.999
#> 7744 710.74099278 6321.769
#> 7745 482.70130484 6538.722
#> 7746 186.02691367 6662.927
#> 7747 522.84472391 6393.432
#> 7748 520.31718240 6538.512
#> 7749 489.05900215 6243.118
#> 7750 708.28760651 6432.762
#> 7751 185.64093967 6662.144
#> 7752 148.79672211 6776.319
#> 7753 44.31524607 6903.893
#> 7754 260.87330992 6549.646
#> 7755 747.75244022 6249.783
#> 7756 167.98951901 6426.142
#> 7757 334.15212741 6470.465
#> 7758 595.84304567 6428.501
#> 7759 410.12404891 6391.505
#> 7760 336.76089690 6285.125
#> 7761 711.03054518 6464.019
#> 7762 635.63387631 6246.900
#> 7763 561.27728948 6279.411
#> 7764 784.65876944 6291.609
#> 7765 490.71935225 6132.896
#> 7766 446.16672074 6538.963
#> 7767 222.11590644 6513.581
#> 7768 562.93032185 6132.964
#> 7769 636.00759203 6283.801
#> 7770 447.12812884 6390.702
#> 7771 369.53520371 6579.694
#> 7772 185.51330152 6443.016
#> 7773 410.26657646 6316.834
#> 7774 260.10564147 6363.010
#> 7775 239.26236871 6345.847
#> 7776 111.03280043 6521.480
#> 7777 259.82427995 6428.797
#> 7778 166.98420915 6385.200
#> 7779 635.85835619 6281.457
#> 7780 407.75635703 6616.319
#> 7781 895.68736904 6409.380
#> 7782 672.61492172 6469.446
#> 7783 560.55019538 6538.528
#> 7784 522.88230436 6393.114
#> 7785 409.87995720 6394.293
#> 7786 259.46832904 6548.617
#> 7787 820.86429932 6329.587
#> 7788 896.66740203 6373.837
#> 7789 296.42780770 6581.842
#> 7790 222.67660442 6587.946
#> 7791 670.60937977 6356.236
#> 7792 223.37458165 6548.251
#> 7793 111.84390190 6409.998
#> 7794 73.88246635 6600.137
#> 7795 110.94229951 6372.258
#> 7796 297.61502201 6695.521
#> 7797 148.49769261 6629.979
#> 7798 559.15755855 6390.232
#> 7799 818.96542682 6442.053
#> 7800 111.22612922 6595.410
#> 7801 223.02249260 6588.746
#> 7802 450.43565512 6242.280
#> 7803 38.39823271 6606.848
#> 7804 296.10275595 6618.033
#> 7805 894.16560839 6447.269
#> 7806 707.81782277 6284.039
#> 7807 795.06245632 6472.451
#> 7808 42.47359542 6902.503
#> 7809 521.04439041 6467.388
#> 7810 239.48381044 6344.519
#> 7811 297.11650457 6507.349
#> 7812 261.11384922 6586.820
#> 7813 708.63823010 6249.003
#> 7814 782.75379935 6361.826
#> 7815 523.97336145 6355.638
#> 7816 410.42639702 6320.124
#> 7817 71.42979926 6676.015
#> 7818 672.70101665 6209.547
#> 7819 562.62220867 6168.704
#> 7820 634.00175717 6504.335
#> 7821 76.21187432 6638.832
#> 7822 490.82218706 6060.677
#> 7823 743.48828076 6360.304
#> 7824 373.47032289 6283.773
#> 7825 334.92966281 6396.755
#> 7826 895.61267690 6370.966
#> 7827 557.93921076 6502.427
#> 7828 559.67127735 6466.584
#> 7829 259.23566282 6582.582
#> 7830 483.60952359 6577.492
#> 7831 856.10573522 6446.866
#> 7832 275.69128934 6380.755
#> 7833 333.47544258 6433.767
#> 7834 409.36007573 6615.416
#> 7835 372.37410531 6578.666
#> 7836 745.15183842 6322.450
#> 7837 188.53575525 6699.933
#> 7838 490.47692934 6059.558
#> 7839 185.07267539 6551.879
#> 7840 783.41698224 6328.442
#> 7841 371.78663064 6469.913
#> 7842 784.71461706 6289.882
#> 7843 333.78084669 6579.219
#> 7844 261.40712805 6511.208
#> 7845 334.12622029 6508.592
#> 7846 408.57161555 6575.822
#> 7847 260.63670969 6623.019
#> 7848 333.62748315 6432.419
#> 7849 372.92799531 6356.017
#> 7850 371.32142188 6614.572
#> 7851 819.29162393 6440.080
#> 7852 561.53281901 6244.849
#> 7853 373.42622020 6320.096
#> 7854 201.78972072 6310.315
#> 7855 148.27043847 6632.084
#> 7856 56.24265106 6660.265
#> 7857 561.38518266 6396.056
#> 7858 598.77112569 6245.727
#> 7859 263.48463510 6695.889
#> 7860 372.59794265 6392.962
#> 7861 188.92816404 6701.906
#> 7862 0.47721217 6684.342
#> 7863 334.99147666 6653.876
#> 7864 259.18976157 6656.154
#> 7865 526.19433323 6206.682
#> 7866 373.06864453 6318.798
#> 7867 334.32397284 6691.823
#> 7868 557.64075070 6465.352
#> 7869 221.37572506 6402.120
#> 7870 261.43764205 6434.432
#> 7871 894.93855634 6447.721
#> 7872 335.20004640 6358.965
#> 7873 238.53784970 6380.409
#> 7874 637.00657951 6172.209
#> 7875 75.82025096 6750.302
#> 7876 750.60713364 6471.960
#> 7877 599.57353771 6132.076
#> 7878 110.81863346 6521.326
#> 7879 95.17772501 6690.934
#> 7880 482.77732393 6541.703
#> 7881 670.73584706 6432.475
#> 7882 794.75357147 6471.790
#> 7883 410.98223327 6317.125
#> 7884 334.05612864 6617.529
#> 7885 485.33624498 6427.459
#> 7886 597.91070705 6244.855
#> 7887 561.37423656 6133.464
#> 7888 222.58120993 6401.750
#> 7889 411.94392923 6281.899
#> 7890 73.85142565 6752.757
#> 7891 258.57346055 6474.918
#> 7892 373.41668953 6690.515
#> 7893 483.39868171 6500.692
#> 7894 632.94144059 6428.534
#> 7895 204.76208455 6382.152
#> 7896 147.26202110 6517.697
#> 7897 148.45221118 6591.242
#> 7898 54.93113803 6621.227
#> 7899 596.94714265 6354.884
#> 7900 410.66985490 6319.442
#> 7901 148.02197422 6553.686
#> 7902 600.58391579 6133.476
#> 7903 93.99726073 6653.998
#> 7904 258.82298182 6436.091
#> 7905 330.85647326 6654.271
#> 7906 446.46417293 6468.043
#> 7907 412.15794916 6542.234
#> 7908 203.78285612 6344.515
#> 7909 75.89142516 6752.406
#> 7910 224.44475796 6365.575
#> 7911 147.89034862 6706.722
#> 7912 635.99256954 6283.318
#> 7913 186.01475745 6478.530
#> 7914 409.74056628 6615.232
#> 7915 564.65006232 6246.465
#> 7916 206.20892206 6421.482
#> 7917 748.97527445 6472.709
#> 7918 41.88127527 6866.291
#> 7919 446.68652751 6428.291
#> 7920 222.78293205 6551.702
#> 7921 745.49553396 6400.434
#> 7922 670.69344066 6357.937
#> 7923 246.42558336 6307.599
#> 7924 244.72098097 6380.053
#> 7925 185.10977746 6477.042
#> 7926 296.34659414 6581.753
#> 7927 523.11726781 6429.537
#> 7928 520.34661122 6503.713
#> 7929 635.76488947 6507.571
#> 7930 635.85881219 6244.699
#> 7931 709.58152223 6322.236
#> 7932 151.02505942 6441.957
#> 7933 521.81034875 6390.619
#> 7934 492.55295178 6059.189
#> 7935 561.80340478 6316.919
#> 7936 36.77060189 6642.126
#> 7937 636.17826304 6207.248
#> 7938 857.75138519 6410.738
#> 7939 407.54506171 6463.342
#> 7940 445.64067943 6504.096
#> 7941 -67.79991626 6913.298
#> 7942 147.97697398 6408.741
#> 7943 43.17143427 6792.455
#> 7944 297.18253762 6691.713
#> 7945 79.05582602 6787.694
#> 7946 559.08470482 6464.966
#> 7947 526.25505761 6244.214
#> 7948 519.26493395 6504.892
#> 7949 745.22417833 6399.320
#> 7950 185.28512486 6590.379
#> 7951 202.78926832 6311.022
#> 7952 37.07411938 6755.426
#> 7953 595.41002540 6539.869
#> 7954 489.99868677 6093.444
#> 7955 563.71749053 6243.040
#> 7956 297.04229251 6432.804
#> 7957 636.61542949 6209.250
#> 7958 149.81990669 6779.609
#> 7959 147.93857156 6742.786
#> 7960 148.69912058 6631.926
#> 7961 333.19832653 6654.130
#> 7962 783.16290925 6366.047
#> 7963 819.67276717 6402.119
#> 7964 41.55996244 6827.455
#> 7965 410.12182703 6580.736
#> 7966 557.32680324 6573.023
#> 7967 111.84737327 6748.738
#> 7968 258.39447505 6475.138
#> 7969 558.13159091 6464.006
#> 7970 408.88911352 6616.927
#> 7971 376.29920743 6691.216
#> 7972 184.78187896 6518.255
#> 7973 115.94269809 6783.733
#> 7974 559.97821984 6204.827
#> 7975 335.38921424 6469.254
#> 7976 0.37527873 6724.680
#> 7977 482.50222565 6501.400
#> 7978 486.64994626 6282.074
#> 7979 371.33257651 6544.711
#> 7980 594.82699348 6391.843
#> 7981 259.50602195 6437.795
#> 7982 2.57370662 6759.101
#> 7983 74.39671098 6637.789
#> 7984 523.41135528 6390.628
#> 7985 896.58189162 6409.729
#> 7986 748.26275322 6467.490
#> 7987 483.14176327 6577.597
#> 7988 94.22871121 6654.561
#> 7989 560.55015175 6392.109
#> 7990 672.69184566 6359.378
#> 7991 296.37615954 6324.578
#> 7992 256.33515833 6510.536
#> 7993 520.31393358 6578.635
#> 7994 636.02063972 6244.147
#> 7995 708.90771839 6357.777
#> 7996 633.11948328 6394.756
#> 7997 483.05685308 6501.766
#> 7998 896.21214414 6410.738
#> 7999 523.31122798 6132.299
#> 8000 745.06671817 6288.382
#> 8001 525.51481044 6240.857
#> 8002 670.82773796 6244.641
#> 8003 221.26514605 6662.011
#> 8004 296.79366518 6360.593
#> 8005 201.37957275 6382.860
#> 8006 222.75196952 6623.203
#> 8007 634.37067684 6205.997
#> 8008 822.56537481 6294.070
#> 8009 1.73061909 6761.460
#> 8010 411.88266069 6246.083
#> 8011 35.77552181 6719.033
#> 8012 333.86263090 6579.225
#> 8013 0.90266599 6722.557
#> 8014 564.46457621 6392.467
#> 8015 526.16487554 6094.556
#> 8016 597.75256047 6242.800
#> 8017 147.56384239 6518.519
#> 8018 3.53016077 6760.399
#> 8019 747.34230554 6249.726
#> 8020 523.73023224 6316.965
#> 8021 411.83039813 6281.718
#> 8022 183.80325097 6479.195
#> 8023 38.15716558 6716.474
#> 8024 75.79498953 6752.675
#> 8025 297.03192558 6468.559
#> 8026 556.71798538 6576.360
#> 8027 671.08762200 6357.751
#> 8028 148.99630345 6665.147
#> 8029 236.92536012 6382.924
#> 8030 149.64578564 6740.092
#> 8031 596.45397992 6539.030
#> 8032 376.77270569 6691.298
#> 8033 75.42999545 6676.832
#> 8034 491.49284111 6093.124
#> 8035 747.39860676 6249.419
#> 8036 293.30794345 6620.101
#> 8037 260.90767470 6693.217
#> 8038 520.66066492 6575.751
#> 8039 520.26032979 6500.901
#> 8040 783.22857623 6328.800
#> 8041 601.76000310 6136.135
#> 8042 201.90651201 6417.990
#> 8043 633.76085716 6467.641
#> 8044 259.76125702 6396.057
#> 8045 448.62957489 6607.872
#> 8046 113.24503511 6633.063
#> 8047 298.48936025 6506.416
#> 8048 260.15788518 6511.852
#> 8049 558.63346495 6540.973
#> 8050 74.40442583 6639.855
#> 8051 632.82961232 6432.621
#> 8052 896.26590313 6409.381
#> 8053 445.97712374 6468.085
#> 8054 524.00176972 6316.342
#> 8055 57.51920044 6697.164
#> 8056 -2.29463748 6611.522
#> 8057 372.29023112 6354.886
#> 8058 635.91704233 6207.276
#> 8059 895.95790478 6371.676
#> 8060 708.70481034 6362.933
#> 8061 789.62856226 6463.105
#> 8062 708.79749362 6322.902
#> 8063 672.28789395 6397.407
#> 8064 708.80830123 6395.580
#> 8065 184.93493067 6554.250
#> 8066 371.68059067 6431.794
#> 8067 523.47483435 6393.468
#> 8068 247.73528659 6380.516
#> 8069 204.66658513 6347.721
#> 8070 221.05952536 6362.920
#> 8071 222.90011924 6661.291
#> 8072 19.80637765 6663.824
#> 8073 483.27064644 6467.861
#> 8074 166.23272237 6423.239
#> 8075 482.22731827 6502.198
#> 8076 258.93640558 6361.422
#> 8077 53.39404210 6620.000
#> 8078 445.63626476 6611.845
#> 8079 149.74488405 6778.086
#> 8080 446.18419245 6575.697
#> 8081 371.22816392 6507.246
#> 8082 36.93770324 6604.959
#> 8083 485.55485516 6355.575
#> 8084 259.38427512 6473.936
#> 8085 710.13951036 6284.063
#> 8086 636.43618881 6172.135
#> 8087 408.40522977 6579.540
#> 8088 707.11737607 6398.298
#> 8089 297.47812001 6322.112
#> 8090 670.36574426 6394.300
#> 8091 635.52277742 6172.629
#> 8092 827.83061837 6295.271
#> 8093 519.55824146 6465.948
#> 8094 482.66848261 6541.764
#> 8095 258.19675235 6471.299
#> 8096 485.16156750 6429.779
#> 8097 148.53938329 6408.295
#> 8098 448.55329980 6318.188
#> 8099 333.36823299 6616.019
#> 8100 1.77188207 6759.831
#> 8101 447.96027799 6606.989
#> 8102 75.09478257 6675.635
#> 8103 295.82195059 6615.890
#> 8104 152.07685106 6704.851
#> 8105 222.31418701 6326.882
#> 8106 486.43828464 6318.595
#> 8107 42.82726984 6792.248
#> 8108 14.18519220 6699.983
#> 8109 110.57559959 6557.885
#> 8110 857.21176474 6369.315
#> 8111 522.55960402 6390.129
#> 8112 264.90982795 6696.341
#> 8113 41.72440068 6865.557
#> 8114 855.61331313 6368.108
#> 8115 408.30494588 6505.096
#> 8116 335.88280334 6321.985
#> 8117 334.21861074 6584.836
#> 8118 111.66830975 6673.378
#> 8119 672.48346927 6465.695
#> 8120 332.51884696 6357.012
#> 8121 223.74039388 6362.897
#> 8122 185.54551915 6554.729
#> 8123 783.81466481 6289.687
#> 8124 409.08626740 6503.156
#> 8125 560.10360064 6428.077
#> 8126 633.17151875 6395.278
#> 8127 560.01112254 6353.525
#> 8128 709.61849127 6357.861
#> 8129 221.96664419 6325.345
#> 8130 259.23727790 6584.052
#> 8131 522.99630474 6314.659
#> 8132 79.38481167 6787.733
#> 8133 279.37217823 6418.673
#> 8134 258.75722481 6660.982
#> 8135 261.80058964 6697.291
#> 8136 818.71691953 6441.079
#> 8137 558.90826438 6316.408
#> 8138 490.25356992 6057.027
#> 8139 222.96680996 6363.820
#> 8140 446.75894408 6607.716
#> 8141 561.98289971 6241.534
#> 8142 447.14883826 6539.989
#> 8143 556.86392575 6575.852
#> 8144 167.85059931 6344.904
#> 8145 633.75605484 6470.284
#> 8146 450.18234256 6168.449
#> 8147 561.24791810 6354.801
#> 8148 372.89289336 6320.205
#> 8149 748.37990650 6251.233
#> 8150 148.65985099 6594.073
#> 8151 -32.50433240 6802.245
#> 8152 489.87152746 6066.168
#> 8153 484.11052528 6577.982
#> 8154 491.58987129 6061.380
#> 8155 113.33063157 6782.179
#> 8156 240.66711713 6343.935
#> 8157 856.56678570 6410.017
#> 8158 715.30612974 6249.782
#> 8159 41.05378001 6795.316
#> 8160 788.43686506 6370.058
#> 8161 6.03881909 6797.025
#> 8162 445.94173044 6468.364
#> 8163 407.86589572 6578.420
#> 8164 -65.82062575 6919.636
#> 8165 334.23906631 6544.211
#> 8166 521.58101893 6467.097
#> 8167 78.12676155 6787.117
#> 8168 280.73385468 6343.403
#> 8169 818.38149158 6480.212
#> 8170 596.04359843 6503.037
#> 8171 38.23375640 6757.170
#> 8172 744.86672487 6360.676
#> 8173 110.54283820 6560.617
#> 8174 561.28451043 6244.920
#> 8175 632.83308554 6432.020
#> 8176 278.01063000 6307.024
#> 8177 222.46128262 6478.175
#> 8178 714.15082104 6400.080
#> 8179 205.01760080 6347.827
#> 8180 150.38785257 6707.509
#> 8181 74.40450713 6677.076
#> 8182 4.36330505 6910.355
#> 8183 187.02293787 6665.917
#> 8184 519.20634538 6501.608
#> 8185 110.18354815 6707.792
#> 8186 185.45832655 6628.629
#> 8187 633.08993069 6432.475
#> 8188 522.65621291 6393.551
#> 8189 222.48828164 6326.561
#> 8190 259.70697624 6396.835
#> 8191 372.63050002 6358.519
#> 8192 111.04519206 6748.575
#> 8193 2.09353676 6761.052
#> 8194 519.65930127 6541.385
#> 8195 707.85248597 6434.938
#> 8196 281.10829699 6342.459
#> 8197 491.92523057 6057.177
#> 8198 373.96621037 6356.784
#> 8199 600.35749799 6134.504
#> 8200 224.06413026 6324.886
#> 8201 147.98645548 6592.283
#> 8202 371.60841026 6503.544
#> 8203 372.79286560 6279.680
#> 8204 636.94111951 6172.469
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#> 8579 671.22727570 6392.607
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#> 8584 445.67757072 6578.759
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#> 8588 856.97970921 6334.027
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#> 8604 110.64065307 6746.381
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#> 8610 -34.63886467 6689.277
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#> 8619 151.27473770 6336.673
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#> 8716 184.63420269 6588.601
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#> 8719 333.88617990 6433.189
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#> 8730 185.35868085 6588.854
#> 8731 446.35135256 6577.371
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#> 8738 411.72360090 6615.195
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#> 8740 186.22222418 6550.633
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#> 8831 -68.90028805 6886.937
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#> 8863 222.10456313 6551.034
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#> 8882 635.24818116 6317.365
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#> 8888 258.87913423 6325.025
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#> 8916 333.22527129 6432.098
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#> 8938 373.22533588 6281.953
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#> 8945 297.08161677 6509.496
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#> 8949 110.97396704 6558.449
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#> 8960 333.43719921 6653.890
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#> 8964 149.82109815 6554.972
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#> 8976 333.70775240 6656.381
#> 8977 18.47834571 6662.990
#> 8978 149.67050002 6706.637
#> 8979 275.84834747 6380.305
#> 8980 223.81231828 6365.641
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#> 8982 560.79966066 6390.355
#> 8983 371.41123619 6506.660
#> 8984 371.65486003 6464.605
#> 8985 147.72662652 6479.916
#> 8986 2.67932822 6688.258
#> 8987 335.06781499 6355.187
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#> 8989 37.60708403 6714.759
#> 8990 295.63489991 6620.825
#> 8991 409.40921506 6501.570
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#> 8994 183.70788822 6439.913
#> 8995 635.53724396 6283.784
#> 8996 446.32530447 6428.383
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#> 8999 895.25556310 6410.204
#> 9000 149.50608251 6556.075
#> 9001 521.19684311 6467.232
#> 9002 600.45568921 6209.318
#> 9003 701.77628705 6458.745
#> 9004 222.62522937 6439.227
#> 9005 38.70553421 6759.311
#> 9006 445.64561689 6464.845
#> 9007 239.85828063 6418.260
#> 9008 486.20810842 6354.742
#> 9009 782.69139513 6366.020
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#> 9011 894.37507064 6369.861
#> 9012 490.07060410 6059.194
#> 9013 638.03384171 6284.034
#> 9014 78.64829027 6750.638
#> 9015 185.64888503 6441.104
#> 9016 896.91702390 6409.986
#> 9017 239.13061915 6416.807
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#> 9022 856.58262417 6406.791
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#> 9025 147.73145994 6519.143
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#> 9027 185.58329289 6329.744
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#> 9032 224.30626643 6291.959
#> 9033 409.12665375 6464.803
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#> 9040 42.36472390 6866.580
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#> 9045 600.88135255 6207.545
#> 9046 560.20179573 6390.258
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#> 9048 486.54768675 6318.434
#> 9049 410.78383803 6316.944
#> 9050 185.21187758 6479.197
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#> 9052 35.64610820 6729.997
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#> 9055 36.14499136 6718.087
#> 9056 519.77993748 6577.750
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#> 9058 524.51430830 6204.379
#> 9059 237.53825104 6307.873
#> 9060 446.48992588 6466.361
#> 9061 373.86200880 6359.070
#> 9062 522.72095405 6313.542
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#> 9064 110.71942060 6411.019
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#> 9072 298.56305426 6321.196
#> 9073 633.21366105 6394.706
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#> 9085 633.55954689 6354.800
#> 9086 79.00626004 6673.685
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#> 9090 223.11062272 6663.692
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#> 9095 79.68512514 6751.714
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#> 9232 373.06241245 6690.593
#> 9233 147.42950844 6368.729
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#> 9235 448.67192704 6392.380
#> 9236 258.88984639 6360.940
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#> 9245 673.85764507 6285.079
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#> 9252 484.33132447 6462.290
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#> 9254 185.35711690 6479.520
#> 9255 148.14927746 6369.220
#> 9256 444.75188309 6612.098
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#> 9260 205.45579438 6419.976
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#> 9264 168.04731568 6346.211
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#> 9280 55.59947103 6623.072
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#> 9299 782.49601194 6404.201
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#> 9311 633.78000398 6433.956
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#> 9375 560.26353826 6204.817
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#> 9380 368.81868390 6577.895
#> 9381 411.39076336 6615.230
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#> 9388 558.49500643 6393.612
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#> 9390 333.58294861 6653.727
#> 9391 371.89450767 6432.249
#> 9392 222.99799814 6627.212
#> 9393 148.76779217 6667.403
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#> 9396 199.22163037 6309.765
#> 9397 370.59335556 6617.705
#> 9398 634.32153183 6357.700
#> 9399 148.45811125 6632.373
#> 9400 93.14736140 6654.452
#> 9401 111.97562102 6670.558
#> 9402 42.56425241 6793.754
#> 9403 259.13467171 6586.596
#> 9404 298.62678961 6542.706
#> 9405 295.49938350 6397.141
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#> 9410 110.72455553 6561.088
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#> 9414 526.42389460 6168.320
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#> 9416 148.02115543 6482.896
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#> 9420 489.13230816 6204.071
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#> 9422 224.37798419 6328.764
#> 9423 222.75656669 6476.534
#> 9424 446.08687033 6502.809
#> 9425 185.46935783 6551.036
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#> 9435 113.06363069 6784.959
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#> 9446 560.97163300 6277.781
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#> 9466 529.40270833 6134.694
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#> 9471 187.06879958 6552.871
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#> 9476 222.94955831 6626.408
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#> 9479 258.90948913 6584.666
#> 9480 277.61671285 6417.583
#> 9481 823.58763899 6291.765
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#> 9486 334.43854840 6432.955
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#> 9488 519.76214198 6578.653
#> 9489 599.90271099 6170.969
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#> 9492 445.76797992 6464.029
#> 9493 672.94113054 6322.822
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#> 9495 560.04611173 6205.329
#> 9496 221.00249528 6364.014
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#> 9499 37.21534240 6682.743
#> 9500 1.87309739 6834.223
#> 9501 78.26357500 6785.981
#> 9502 149.65308878 6706.555
#> 9503 149.27550347 6631.429
#> 9504 57.12124052 6698.036
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#> 9507 221.91204526 6586.866
#> 9508 222.97645736 6586.974
#> 9509 522.59966788 6353.924
#> 9510 222.64443883 6586.216
#> 9511 239.68465911 6305.448
#> 9512 556.79089243 6576.927
#> 9513 296.53641203 6396.256
#> 9514 111.70663851 6633.460
#> 9515 333.42000077 6619.748
#> 9516 372.85996881 6316.809
#> 9517 817.41997249 6295.566
#> 9518 820.73053915 6367.216
#> 9519 450.63324883 6242.891
#> 9520 259.68247496 6438.255
#> 9521 784.12346162 6290.421
#> 9522 708.16164067 6322.053
#> 9523 711.25072833 6248.174
#> 9524 747.33775552 6248.941
#> 9525 -32.66591369 6842.452
#> 9526 409.57890494 6390.885
#> 9527 74.85170538 6675.156
#> 9528 560.39551001 6390.677
#> 9529 707.44055459 6434.400
#> 9530 595.13630558 6541.402
#> 9531 818.56007424 6476.704
#> 9532 185.61191835 6329.543
#> 9533 490.69584600 6059.105
#> 9534 598.24677945 6317.099
#> 9535 783.90376656 6290.569
#> 9536 708.60210023 6321.246
#> 9537 708.22595740 6247.432
#> 9538 41.81786152 6866.090
#> 9539 487.76227405 6242.860
#> 9540 558.01240677 6431.386
#> 9541 600.57908272 6172.168
#> 9542 372.06132408 6582.132
#> 9543 371.91340914 6431.180
#> 9544 148.29802392 6740.384
#> 9545 167.56125770 6346.975
#> 9546 819.75526635 6292.526
#> 9547 297.79459183 6286.623
#> 9548 73.51526803 6602.347
#> 9549 709.49164179 6321.172
#> 9550 409.44406484 6577.986
#> 9551 370.92185242 6577.378
#> 9552 336.42736932 6281.773
#> 9553 896.65319133 6373.061
#> 9554 560.24136408 6204.930
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#> 9556 783.84843621 6290.196
#> 9557 559.08644354 6467.702
#> 9558 409.54956093 6504.534
#> 9559 557.92940745 6465.602
#> 9560 111.56349970 6598.398
#> 9561 447.27787994 6615.295
#> 9562 148.38679859 6776.882
#> 9563 522.34053707 6279.688
#> 9564 749.36558398 6250.626
#> 9565 522.76631759 6355.467
#> 9566 239.10277512 6419.620
#> 9567 115.30705845 6783.582
#> 9568 91.26535476 6655.057
#> 9569 74.84894410 6753.843
#> 9570 560.30853737 6204.856
#> 9571 337.83639336 6691.997
#> 9572 334.18760626 6396.931
#> 9573 296.95276463 6319.709
#> 9574 747.86348020 6286.813
#> 9575 520.63079940 6466.889
#> 9576 522.97603945 6429.637
#> 9577 598.82866307 6503.818
#> 9578 485.07401348 6429.912
#> 9579 637.44701308 6172.072
#> 9580 281.32133531 6416.387
#> 9581 445.29941524 6578.493
#> 9582 259.73677534 6620.155
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#> 9584 297.81349194 6472.368
#> 9585 671.43235189 6320.687
#> 9586 486.16401363 6351.843
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#> 9588 782.14349219 6403.426
#> 9589 486.68500698 6275.535
#> 9590 297.43705389 6470.751
#> 9591 260.00454339 6696.752
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#> 9594 223.19930070 6623.133
#> 9595 857.24834459 6369.913
#> 9596 149.63327142 6778.607
#> 9597 710.43548464 6473.135
#> 9598 296.44041302 6320.932
#> 9599 335.27676393 6545.111
#> 9600 555.41910481 6435.812
#> 9601 495.42937087 6247.634
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#> 9605 560.44759294 6356.682
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#> 9612 794.88017940 6472.371
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#> 9617 856.64444232 6333.809
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#> 9624 222.44526051 6552.076
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#> 9699 223.00624832 6362.699
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#> 9703 13.72302653 6697.389
#> 9704 92.64709265 6654.318
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#> 9710 222.66075050 6663.433
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#> 9713 410.46225074 6394.781
#> 9714 296.48930794 6584.257
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#> 9718 637.75291424 6171.972
#> 9719 297.80011952 6396.188
#> 9720 708.00357893 6395.986
#> 9721 297.42294537 6356.995
#> 9722 40.81593165 6680.209
#> 9723 42.65648807 6903.701
#> 9724 333.58583381 6471.170
#> 9725 558.65120984 6427.235
#> 9726 223.25443246 6290.155
#> 9727 295.69465207 6620.576
#> 9728 597.80954038 6242.986
#> 9729 523.45695151 6203.762
#> 9730 186.01001037 6662.920
#> 9731 297.02020452 6471.621
#> 9732 297.11969291 6692.760
#> 9733 411.17685830 6315.794
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#> 9735 371.99969308 6429.444
#> 9736 410.71563798 6504.908
#> 9737 111.92680995 6600.144
#> 9738 110.57535672 6521.190
#> 9739 674.56141847 6209.895
#> 9740 558.75289904 6427.157
#> 9741 709.90271853 6469.928
#> 9742 818.63459319 6443.588
#> 9743 558.33689470 6470.596
#> 9744 296.04741845 6359.738
#> 9745 523.34808101 6315.559
#> 9746 709.07147197 6249.600
#> 9747 334.09724035 6582.977
#> 9748 633.27794013 6354.470
#> 9749 596.74454106 6532.824
#> 9750 296.92272770 6321.371
#> 9751 -0.02040999 6834.304
#> 9752 3.51455172 6759.800
#> 9753 42.40192574 6904.406
#> 9754 -32.71206269 6879.149
#> 9755 557.21095219 6502.150
#> 9756 299.14368035 6657.012
#> 9757 557.21253625 6428.160
#> 9758 185.80575037 6402.731
#> 9759 485.91824872 6353.605
#> 9760 634.07930630 6393.712
#> 9761 296.78964872 6695.103
#> 9762 375.15748569 6355.689
#> 9763 185.44220561 6516.885
#> 9764 524.41778723 6164.780
#> 9765 203.43895599 6419.867
#> 9766 222.88240535 6474.736
#> 9767 598.00101746 6318.418
#> 9768 -31.86958270 6916.061
#> 9769 632.95450887 6356.578
#> 9770 671.32129352 6321.858
#> 9771 334.34322388 6430.658
#> 9772 187.19756845 6701.347
#> 9773 782.56236466 6436.729
#> 9774 556.69480978 6467.908
#> 9775 297.32317167 6358.197
#> 9776 370.47778980 6580.784
#> 9777 336.26778888 6392.441
#> 9778 186.16452643 6662.404
#> 9779 561.24279289 6242.233
#> 9780 149.41814065 6555.393
#> 9781 55.51821520 6621.650
#> 9782 146.96581516 6370.932
#> 9783 897.11011689 6408.516
#> 9784 5.06339647 6794.896
#> 9785 490.03086948 6204.358
#> 9786 333.63690702 6615.956
#> 9787 186.08653042 6628.374
#> 9788 371.15432792 6617.807
#> 9789 297.02973403 6395.582
#> 9790 782.30590673 6401.285
#> 9791 823.00600357 6327.975
#> 9792 670.25448459 6433.728
#> 9793 0.50674043 6724.294
#> 9794 202.61543244 6421.096
#> 9795 524.16362933 6319.120
#> 9796 410.29408687 6581.381
#> 9797 599.96894316 6135.386
#> 9798 296.44272608 6320.136
#> 9799 73.39569569 6639.432
#> 9800 525.60293483 6096.387
#> 9801 522.94542037 6355.085
#> 9802 744.32699248 6434.559
#> 9803 333.76864931 6505.293
#> 9804 482.94648461 6539.706
#> 9805 41.44204808 6829.211
#> 9806 38.32086318 6755.619
#> 9807 856.12004414 6336.985
#> 9808 184.37736223 6365.784
#> 9809 185.36540281 6516.793
#> 9810 377.29945070 6691.272
#> 9811 595.46448858 6431.541
#> 9812 450.52357833 6134.388
#> 9813 148.05906155 6594.484
#> 9814 856.73302651 6409.379
#> 9815 333.96594983 6690.036
#> 9816 410.49082426 6357.752
#> 9817 165.32674873 6387.014
#> 9818 114.15078105 6782.781
#> 9819 334.49032865 6430.637
#> 9820 204.75032715 6421.593
#> 9821 525.93203413 6244.168
#> 9822 744.74144775 6362.497
#> 9823 561.79007717 6242.756
#> 9824 448.43959492 6352.683
#> 9825 149.05202230 6518.912
#> 9826 524.38242034 6354.564
#> 9827 409.18848335 6502.437
#> 9828 259.06318418 6474.607
#> 9829 35.30396621 6532.653
#> 9830 19.63857001 6627.153
#> 9831 372.93809821 6690.214
#> 9832 297.02028574 6546.796
#> 9833 482.28454907 6465.547
#> 9834 781.66322598 6324.871
#> 9835 297.18609109 6474.985
#> 9836 94.89237403 6693.259
#> 9837 73.42853703 6375.138
#> 9838 409.61524621 6615.224
#> 9839 110.38538716 6560.434
#> 9840 372.10885801 6578.350
#> 9841 635.15064207 6207.589
#> 9842 671.81273123 6321.635
#> 9843 671.13925459 6396.448
#> 9844 259.69719577 6399.284
#> 9845 708.60426827 6321.941
#> 9846 297.45666109 6620.160
#> 9847 411.95664633 6280.985
#> 9848 372.46124146 6429.630
#> 9849 482.70101406 6538.658
#> 9850 114.38653886 6783.853
#> 9851 146.56326628 6444.609
#> 9852 747.53362413 6473.125
#> 9853 746.18143388 6322.524
#> 9854 185.26472360 6554.493
#> 9855 296.91871421 6543.976
#> 9856 599.62782873 6205.581
#> 9857 296.98411344 6544.232
#> 9858 185.70944147 6628.942
#> 9859 635.49980238 6393.745
#> 9860 296.37066955 6579.984
#> 9861 259.58483746 6473.722
#> 9862 263.38149032 6696.542
#> 9863 448.90412222 6315.547
#> 9864 223.94903260 6402.368
#> 9865 92.02574877 6653.499
#> 9866 299.83091397 6582.809
#> 9867 299.40051772 6509.874
#> 9868 296.55251503 6583.928
#> 9869 111.69356969 6632.808
#> 9870 560.11791677 6279.872
#> 9871 -30.97335333 6917.016
#> 9872 520.27823193 6504.259
#> 9873 447.78247820 6356.189
#> 9874 746.08153835 6468.253
#> 9875 296.27550433 6617.876
#> 9876 -222.20521157 6608.772
#> 9877 527.74544466 6131.965
#> 9878 745.51589700 6397.856
#> 9879 237.68921995 6308.016
#> 9880 148.22986266 6557.759
#> 9881 148.54178143 6408.185
#> 9882 519.92235867 6538.282
#> 9883 783.06243032 6440.462
#> 9884 335.99047645 6543.607
#> 9885 224.21930387 6289.208
#> 9886 2.88398568 6684.389
#> 9887 670.81779571 6356.401
#> 9888 297.48114028 6506.761
#> 9889 185.13647354 6555.408
#> 9890 185.48996579 6329.583
#> 9891 183.51504577 6438.906
#> 9892 240.70222439 6308.677
#> 9893 562.38475412 6206.011
#> 9894 599.69581252 6205.637
#> 9895 -36.00557683 6729.605
#> 9896 148.73217821 6597.408
#> 9897 446.08480330 6502.660
#> 9898 782.40898958 6402.198
#> 9899 635.00629392 6319.657
#> 9900 54.72316965 6901.834
#> 9901 221.65048520 6547.696
#> 9902 20.47580940 6664.319
#> 9903 558.51763561 6353.462
#> 9904 335.87838549 6357.985
#> 9905 486.23333073 6430.404
#> 9906 408.83310110 6467.898
#> 9907 110.82433538 6447.985
#> 9908 37.21212087 6643.684
#> 9909 408.51274111 6575.341
#> 9910 260.94269187 6549.789
#> 9911 260.66512541 6694.028
#> 9912 632.72280156 6470.806
#> 9913 202.83287495 6383.535
#> 9914 521.27674663 6466.744
#> 9915 525.10686727 6167.588
#> 9916 148.17294299 6555.590
#> 9917 295.64276985 6470.659
#> 9918 527.74014714 6097.203
#> 9919 72.94859759 6564.691
#> 9920 260.90672994 6397.625
#> 9921 110.05362882 6522.634
#> 9922 597.37612589 6391.861
#> 9923 670.53810304 6431.425
#> 9924 148.92192875 6593.508
#> 9925 147.15575874 6445.854
#> 9926 598.30075334 6318.362
#> 9927 296.61921947 6658.935
#> 9928 35.88805136 6718.160
#> 9929 522.40805715 6393.567
#> 9930 486.63094347 6281.686
#> 9931 597.08679714 6354.557
#> 9932 446.02989207 6502.382
#> 9933 636.01836425 6206.835
#> 9934 -35.54333192 6766.329
#> 9935 1.31693736 6873.629
#> 9936 -67.96135644 6850.159
#> 9937 709.13039903 6360.857
#> 9938 563.45997420 6176.245
#> 9939 446.17116800 6468.020
#> 9940 333.74533830 6653.673
#> 9941 280.50337689 6342.591
#> 9942 633.76848600 6395.562
#> 9943 410.43682196 6428.547
#> 9944 259.05425942 6471.365
#> 9945 335.56906050 6469.236
#> 9946 188.22928517 6329.425
#> 9947 522.26994711 6428.342
#> 9948 189.14448843 6701.575
#> 9949 598.17877438 6390.788
#> 9950 372.07428005 6467.173
#> 9951 819.63243240 6403.838
#> 9952 526.38402588 6207.173
#> 9953 110.38510318 6710.737
#> 9954 672.62545863 6322.388
#> 9955 485.00817624 6392.133
#> 9956 564.07599585 6242.150
#> 9957 782.45487065 6403.551
#> 9958 525.76167379 6245.044
#> 9959 519.99465554 6542.058
#> 9960 149.16146329 6776.957
#> 9961 486.04501796 6356.348
#> 9962 296.65212353 6543.715
#> 9963 201.87944463 6382.841
#> 9964 447.53452516 6614.194
#> 9965 297.30460143 6361.572
#> 9966 858.33173277 6333.411
#> 9967 672.69787019 6247.391
#> 9968 296.10158589 6621.340
#> 9969 408.97245000 6539.126
#> 9970 334.57788703 6431.321
#> 9971 37.50536178 6679.021
#> 9972 524.73716920 6317.033
#> 9973 596.38623205 6503.944
#> 9974 599.56549744 6205.875
#> 9975 554.41958409 6539.491
#> 9976 637.27149964 6210.475
#> 9977 335.38327654 6657.017
#> 9978 414.63853736 6094.029
#> 9979 259.33001429 6399.975
#> 9980 782.56669196 6437.864
#> 9981 258.65341999 6470.632
#> 9982 410.51817854 6393.481
#> 9983 335.42383289 6355.161
#> 9984 372.50050886 6609.702
#> 9985 896.06120379 6374.356
#> 9986 223.42288297 6477.070
#> 9987 335.82568580 6322.232
#> 9988 186.56164295 6401.993
#> 9989 556.78823027 6464.836
#> 9990 259.77963205 6549.613
#> 9991 745.94503254 6323.746
#> 9992 372.54104599 6355.393
#> 9993 856.44834531 6443.945
#> 9994 672.71257692 6280.489
#> 9995 525.61572563 6241.976
#> 9996 743.96708825 6361.315
#> 9997 746.90148044 6463.869
#> 9998 526.24283627 6131.815
#> 9999 371.11263597 6618.053
#> 10000 42.29089409 6867.108
#> 10001 821.29594766 6367.000
#> 10002 522.81709294 6427.459
#> 10003 334.04200118 6582.237
#> 10004 671.32729581 6359.398
#> 10005 258.34963896 6657.412
#> 10006 636.15090109 6246.844
#> 10007 147.93545070 6482.223
#> 10008 335.40144504 6355.910
#> 10009 858.14335918 6373.863
#> 10010 184.89230628 6514.921
#> 10011 149.01178147 6408.274
#> 10012 597.42765312 6319.491
#> 10013 185.29048593 6517.491
#> 10014 226.18939298 6698.361
#> 10015 95.33642622 6693.560
#> 10016 673.65351327 6321.113
#> 10017 296.87727537 6433.634
#> 10018 258.84640999 6437.955
#> 10019 185.72323957 6587.331
#> 10020 337.11782098 6692.273
#> 10021 257.99112157 6587.938
#> 10022 597.85876165 6243.832
#> 10023 594.58729262 6427.699
#> 10024 491.32902513 6063.479
#> 10025 709.30515317 6248.539
#> 10026 165.68819942 6424.373
#> 10027 745.09265229 6363.523
#> 10028 187.23516731 6628.790
#> 10029 558.60893258 6393.612
#> 10030 856.62150012 6367.159
#> 10031 522.32261146 6465.673
#> 10032 203.98621591 6344.573
#> 10033 525.45979579 6168.790
#> 10034 296.90227152 6509.643
#> 10035 820.77381801 6368.565
#> 10036 670.76340603 6397.372
#> 10037 221.66294028 6697.934
#> 10038 168.12928739 6424.908
#> 10039 555.06727808 6578.628
#> 10040 333.08148823 6654.919
#> 10041 298.99807083 6695.008
#> 10042 485.86683623 6356.157
#> 10043 77.92518730 6789.535
#> 10044 -103.26768938 6891.842
#> 10045 76.11909710 6675.120
#> 10046 222.23805595 6437.076
#> 10047 185.22584749 6514.851
#> 10048 374.51032377 6284.253
#> 10049 599.24504566 6283.124
#> 10050 408.85225868 6400.293
#> 10051 335.38172363 6436.694
#> 10052 707.57212334 6321.038
#> 10053 633.49647905 6470.442
#> 10054 710.97996736 6470.450
#> 10055 3.76971297 6794.154
#> 10056 481.82659166 6540.187
#> 10057 371.29849559 6690.736
#> 10058 409.98690183 6427.795
#> 10059 187.02366334 6326.208
#> 10060 111.81321475 6748.333
#> 10061 297.11157004 6546.531
#> 10062 93.77579028 6693.364
#> 10063 405.03022932 6502.536
#> 10064 708.49149540 6321.121
#> 10065 783.41084317 6325.772
#> 10066 446.62137884 6428.770
#> 10067 707.21079578 6436.154
#> 10068 223.55490722 6551.562
#> 10069 572.37801524 6287.603
#> 10070 223.21910666 6588.758
#> 10071 444.04916667 6503.618
#> 10072 -34.56729716 6763.936
#> 10073 148.63669370 6665.539
#> 10074 522.61572944 6388.843
#> 10075 73.66024854 6564.886
#> 10076 409.44074614 6576.728
#> 10077 258.92718456 6474.562
#> 10078 410.25495368 6615.294
#> 10079 524.21123157 6281.320
#> 10080 488.30313122 6429.415
#> 10081 702.06780556 6461.133
#> 10082 782.44054166 6363.420
#> 10083 488.67810638 6205.279
#> 10084 451.00129514 6279.844
#> 10085 796.90369965 6470.277
#> 10086 223.54933061 6661.257
#> 10087 819.64796526 6404.103
#> 10088 599.03454058 6281.134
#> 10089 148.02066964 6408.322
#> 10090 707.39502667 6434.512
#> 10091 672.49891273 6467.850
#> 10092 558.05695178 6428.200
#> 10093 167.69656517 6422.877
#> 10094 260.07661990 6362.114
#> 10095 37.89647534 6755.844
#> 10096 260.34939642 6436.937
#> 10097 600.37368988 6208.234
#> 10098 185.41217411 6555.562
#> 10099 2.98903499 6649.247
#> 10100 557.05367852 6539.296
#> 10101 673.81644150 6467.492
#> 10102 525.00206117 6201.932
#> 10103 73.41115586 6565.600
#> 10104 187.08262016 6402.582
#> 10105 855.28439534 6331.825
#> 10106 820.22251928 6405.846
#> 10107 446.83395545 6542.687
#> 10108 205.13638556 6347.841
#> 10109 410.59977304 6431.860
#> 10110 526.97793195 6206.430
#> 10111 522.88043758 6389.857
#> 10112 485.66042395 6428.655
#> 10113 595.11598246 6540.599
#> 10114 445.71801231 6504.483
#> 10115 111.07921364 6561.634
#> 10116 671.84924405 6361.016
#> 10117 447.20254137 6611.912
#> 10118 296.03408825 6655.944
#> 10119 707.82042061 6434.871
#> 10120 857.10401617 6371.644
#> 10121 820.28024317 6366.242
#> 10122 110.81588314 6521.351
#> 10123 747.99648631 6250.540
#> 10124 632.95471605 6504.984
#> 10125 148.85380966 6740.636
#> 10126 746.90473707 6288.057
#> 10127 855.18851876 6330.460
#> 10128 857.29748279 6371.874
#> 10129 824.79239174 6295.749
#> 10130 708.85838213 6320.848
#> 10131 445.05934480 6606.954
#> 10132 183.28497392 6329.472
#> 10133 784.64172772 6289.661
#> 10134 821.23875088 6365.243
#> 10135 558.04877670 6427.990
#> 10136 520.37084631 6541.614
#> 10137 1.87344187 6644.942
#> 10138 819.64760624 6476.792
#> 10139 522.67600839 6390.551
#> 10140 519.87876149 6504.472
#> 10141 561.26803303 6281.433
#> 10142 409.54503836 6469.571
#> 10143 336.07157317 6318.192
#> 10144 258.87054739 6475.772
#> 10145 111.94280885 6561.528
#> 10146 111.12822483 6480.946
#> 10147 600.49933377 6170.825
#> 10148 525.75769686 6242.330
#> 10149 897.12604346 6374.106
#> 10150 637.33298464 6208.546
#> 10151 296.76503502 6693.505
#> 10152 37.94107582 6754.353
#> 10153 37.74837125 6679.159
#> 10154 -103.02209686 6853.755
#> 10155 275.66265325 6379.530
#> 10156 111.34803405 6746.756
#> 10157 371.70652906 6431.883
#> 10158 600.46854556 6171.697
#> 10159 -35.53400051 6766.850
#> 10160 169.83506700 6342.530
#> 10161 296.26676913 6431.234
#> 10162 -0.54208488 6910.581
#> 10163 147.60180485 6743.442
#> 10164 522.87936990 6425.877
#> 10165 446.16603126 6467.344
#> 10166 488.24535638 6207.398
#> 10167 636.02109111 6281.490
#> 10168 782.40874935 6400.491
#> 10169 487.59320253 6242.133
#> 10170 335.34435487 6359.287
#> 10171 822.51336675 6293.459
#> 10172 819.52159257 6330.099
#> 10173 238.34824776 6307.493
#> 10174 528.27887929 6133.268
#> 10175 185.30843718 6476.951
#> 10176 487.28152392 6279.219
#> 10177 559.39853109 6393.860
#> 10178 260.44643517 6544.887
#> 10179 708.29948209 6324.020
#> 10180 596.51352334 6356.260
#> 10181 220.18040443 6364.313
#> 10182 373.47575726 6281.450
#> 10183 -31.32458509 6877.423
#> 10184 635.38943680 6469.677
#> 10185 816.57215164 6441.737
#> 10186 259.33475161 6657.294
#> 10187 78.68830245 6786.175
#> 10188 37.46904578 6754.192
#> 10189 670.95168071 6396.394
#> 10190 297.61860998 6359.231
#> 10191 598.24537606 6242.573
#> 10192 296.34243897 6542.709
#> 10193 297.38128327 6361.136
#> 10194 336.18490683 6322.338
#> 10195 520.76532446 6428.362
#> 10196 640.07733386 6172.322
#> 10197 483.34029078 6467.445
#> 10198 222.95587419 6663.273
#> 10199 164.72130912 6386.027
#> 10200 409.67478708 6428.590
#> 10201 223.10119895 6477.106
#> 10202 148.39060950 6666.207
#> 10203 409.42077252 6502.690
#> 10204 223.83682719 6402.608
#> 10205 37.75071266 6714.715
#> 10206 522.62003873 6393.089
#> 10207 597.14510776 6353.622
#> 10208 637.03552067 6208.029
#> 10209 170.03706154 6342.720
#> 10210 76.18245443 6675.079
#> 10211 482.51074759 6542.436
#> 10212 202.87335546 6384.285
#> 10213 225.90740917 6697.732
#> 10214 371.51239726 6357.621
#> 10215 408.53489564 6579.796
#> 10216 188.67146392 6698.590
#> 10217 149.75638356 6779.117
#> 10218 222.47288791 6437.398
#> 10219 744.34282507 6435.877
#> 10220 186.41025185 6328.713
#> 10221 447.69538990 6354.176
#> 10222 150.38197004 6779.018
#> 10223 238.23742715 6342.600
#> 10224 261.49502842 6694.718
#> 10225 -38.90450004 6578.433
#> 10226 670.20573568 6433.900
#> 10227 -0.13769948 6725.131
#> 10228 148.90556106 6666.648
#> 10229 279.55954034 6414.829
#> 10230 42.32821002 6865.375
#> 10231 520.64265655 6428.077
#> 10232 858.68353644 6333.460
#> 10233 562.04359389 6171.383
#> 10234 73.42973269 6525.925
#> 10235 559.31641733 6393.644
#> 10236 490.20256052 6095.084
#> 10237 73.08879245 6527.768
#> 10238 187.43460273 6555.193
#> 10239 565.10859639 6206.625
#> 10240 599.19171493 6248.716
#> 10241 72.41113491 6638.729
#> 10242 261.28894048 6360.027
#> 10243 147.76382261 6668.540
#> 10244 747.02330714 6326.776
#> 10245 372.22860833 6539.036
#> 10246 448.26145812 6318.655
#> 10247 634.53412842 6317.194
#> 10248 520.39157661 6577.207
#> 10249 489.88091871 6058.273
#> 10250 262.48269888 6287.708
#> 10251 673.20086676 6468.789
#> 10252 557.30514406 6427.846
#> 10253 57.05927525 6660.925
#> 10254 671.95097709 6322.363
#> 10255 95.72336426 6691.609
#> 10256 524.48614276 6282.305
#> 10257 525.59221956 6244.137
#> 10258 297.79213319 6322.187
#> 10259 280.02615168 6340.235
#> 10260 671.45006305 6358.927
#> 10261 782.53967123 6360.349
#> 10262 110.98132558 6523.931
#> 10263 3.38312892 6799.250
#> 10264 -64.17268064 6921.427
range(dat$X)
#> [1] -222.2052 898.2382
range(dat$Y)
#> [1] 6056.450 6921.508
ggplot(dat, aes(X, Y, size = cpue_kgkm2)) +
geom_point(shape = 21) +
coord_fixed()
The dataset contains sampling locations (longitude and
latitude) and year. It also contains sampling
depth in meters and sample CPUE density in
units of tonnes/km2.
ggplot(data = dat,
mapping = aes(x = longitude_dd_start,
y = latitude_dd_start,
size = cpue_kgkm2,
color = bottom_temperature_c)) +
geom_point(alpha = 0.3)
The prediction grid
Load the grid
Extrapolation grid for the EBS. Ignore the warnings about the UTM zones– it’s a Bering Sea thing.
# This is another form of the same grid:
load(here::here("data/pred_grid_ebs.rda")) # object: pred_grid_ebs
#pred_grid_ebs <- read.csv(here::here("data/ebs_2022_epsg3338.csv"),header = TRUE)
get_crs(dat = pred_grid_ebs,ll_names =c("lon","lat"))
#> [1] 32603
grid <- add_utm_columns(pred_grid_ebs,
#ll_crs = 32603,
ll_names = c("lon", "lat"))
grid$area_swept_km2 <- 1 # if you have area swept in your model as an offset (common when you're using CPUE data) you can do this (I think)
range(grid$X)
#> [1] -273.0000 918.4258
grid$Shape_Area_ha <- grid$Shape_Area*0.0001 # original Shape_area is in m^2Fit a GAM to spatial data (analogous to spatial-only model in sdmTMB)
Temporal effect plus spatial smoother, no covariates
First, fit a GAM without any covariates: just year as a factor and a
spatial smoother \(s(X,Y)\). The
as.factor(year) part is a common component of SDMs that are
being used to generate indices.
fit_gam <- gam(
formula = cpue_kgkm2 ~ as.factor(year) +
s(X, Y, k = 50),
family = tw(link = "log"),
data = dat
)
fittime <- difftime(Sys.time(),start.time, units = "mins")
save(fit_gam, fittime,
file = here::here("inst",paste0("vigB_model_fits_fm_1_s_t_st.Rdata")))#> Loading objects:
#> fit_gam
#> fittime
cat("The GAM took ", fittime, "mins to run")
#> The GAM took 0.3490608 mins to run
# Get diagnostics and perform model checking:
gam.check(fit_gam)
#>
#> Method: REML Optimizer: outer newton
#> full convergence after 8 iterations.
#> Gradient range [-0.4204775,7.032253e-05]
#> (score 93908.63 & scale 2.487581).
#> Hessian positive definite, eigenvalue range [20.91325,11288.1].
#> Model rank = 90 / 90
#>
#> Basis dimension (k) checking results. Low p-value (k-index<1) may
#> indicate that k is too low, especially if edf is close to k'.
#>
#> k' edf k-index p-value
#> s(X,Y) 49.0 48.1 0.79 <2e-16 ***
#> ---
#> Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1Include a 2-D smooth over space, and depth as a covariate.
start.time <- Sys.time()
fit_gam_s <- gam(
formula = cpue_kgkm2 ~ s(depth_m) + as.factor(year) +
s(X,Y),
family = tw(link = "log"),
data = dat
)
fittime <- difftime(Sys.time(),start.time, units = "mins")
save(fit_gam_s, fittime,
file = here::here("inst",paste0("vigB_model_fits_fm_2.Rdata")))#> Loading objects:
#> fit_gam_s
#> fittime
cat("The GAM took ", fittime, "mins to run")
#> The GAM took 1.915943 mins to run
gam.check(fit_gam_s)
#>
#> Method: REML Optimizer: outer newton
#> full convergence after 15 iterations.
#> Gradient range [-0.04507633,0.02640484]
#> (score 93891.75 & scale 2.23632).
#> Hessian positive definite, eigenvalue range [2.295965,10375.23].
#> Model rank = 79 / 79
#>
#> Basis dimension (k) checking results. Low p-value (k-index<1) may
#> indicate that k is too low, especially if edf is close to k'.
#>
#> k' edf k-index p-value
#> s(depth_m) 9.00 7.47 0.89 0.06 .
#> s(X,Y) 29.00 28.42 0.80 <2e-16 ***
#> ---
#> Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1Spatiotemporal effect
NOTE: This takes a long time to fit. Include a 2-D smooth over space for each year. In this case, there a different 2-D smooth for each year. This will take much longer to fit than the other two. This model also includes area swept as an offset.
start.time <- Sys.time()
fit_gam_st <- gam(
formula = count ~ as.factor(year) + s(X, Y) +
s(X, Y, by = as.factor(year)) + offset(area_swept_km2),
family = tw(link = "log"),
data = dat
)
fittime <- difftime(Sys.time(), start.time, units = "mins")
save(fit_gam_st, fittime,
file = here::here("inst",paste0("vigB_model_fits_fm_3.Rdata")))#> Loading objects:
#> fit_gam_st
#> fittime
cat("The GAM took ", fittime, "mins to run")
#> The GAM took 738.9517 mins to run
# Get diagnostics and perform model checking:
gam.check(fit_gam_st)
#>
#> Method: REML Optimizer: outer newton
#> full convergence after 18 iterations.
#> Gradient range [-0.01876853,0.1085145]
#> (score 74365.42 & scale 1.682053).
#> Hessian positive definite, eigenvalue range [0.0009326952,8702.047].
#> Model rank = 1257 / 1259
#>
#> Basis dimension (k) checking results. Low p-value (k-index<1) may
#> indicate that k is too low, especially if edf is close to k'.
#>
#> k' edf k-index p-value
#> s(X,Y) 29.00 28.61 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1982 29.00 21.20 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1983 29.00 19.09 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1984 29.00 21.77 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1985 29.00 16.15 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1986 29.00 9.85 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1987 29.00 16.92 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1988 29.00 4.72 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1989 29.00 12.88 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1990 29.00 17.33 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1991 29.00 2.21 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1992 29.00 15.21 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1993 29.00 13.75 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1994 29.00 7.61 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1995 29.00 17.23 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1996 29.00 9.85 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1997 29.00 9.20 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1998 29.00 10.42 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)1999 29.00 13.29 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2000 29.00 2.10 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2001 29.00 12.15 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2002 29.00 7.55 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2003 29.00 16.10 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2004 29.00 17.80 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2005 29.00 18.38 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2006 29.00 6.92 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2007 29.00 7.26 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2008 29.00 2.03 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2009 29.00 17.91 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2010 29.00 22.96 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2011 29.00 20.17 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2012 29.00 13.07 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2013 29.00 19.20 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2014 29.00 16.45 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2015 29.00 15.00 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2016 29.00 12.45 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2017 29.00 19.81 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2018 29.00 16.15 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2019 29.00 22.66 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2021 29.00 19.42 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2022 29.00 21.24 0.66 <2e-16 ***
#> s(X,Y):as.factor(year)2023 29.00 18.79 0.66 <2e-16 ***
#> ---
#> Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
# To save the k' values, edf, k-index, and p-value:
qq.gam(fit_gam_st, rep = 0, level = 0.9, rl.col = 2,
rep.col = "gray80")
Review console output to help verify convergence, and whether there
were an adequate number of basis functions (k). If you compare this to
the gam.check() results from the GAM above with no
spatiotemporal effects, you can see that the Q-Q plot is closer to the
line.
Examine the four diagnostic plots. Each of these gives a different way of looking at your model residuals. On the top-left is a Q-Q plot, which compares the model residuals to the expected/assumed distribution family. A well-fit model’s residuals will be close to the 1-1 line, otherwise there may be under- or over-dispersion present. On bottom left is a histogram of residuals. We want this to have a shape similar to the distribution family we specified. On top-right is a plot of residual values as a function of the linear predictor. These should be evenly distributed around zero in a well-fitted model. Finally, on the bottom-right is plot of response against fitted values. A well-fitted model would show values near the 1-1 line.
Calculate biomass index from GAM via simulation
Predict to full survey area with new data
Predict CPUE across the grid
To get predicted CPUE across the survey grid. Here you can use any of
the models from above, as long as they have YEAR as a
factor and as long as all your covariates are also in the grid. Here we
use the basic model (fit_gam) because grid
does not contain depth.
start.time <- Sys.time()
pred_gam <- predict(fit_gam, type = "response", newdata = grid) #This takes a long time
fittime <- difftime(Sys.time(), start.time, units = "mins")
pred_gam_df <- cbind(grid, pred_gam)
pred_gam_df$predicted_tot_grid <- pred_gam_df$Shape_Area_ha*pred_gam_df$pred_gam
save(pred_gam, pred_gam_df, fittime,
file = here::here("inst",paste0("vigB_model_pred_fm_1.Rdata")))#> Loading objects:
#> pred_gam
#> pred_gam_df
#> fittimePlot predictions over survey area. Note: Because the EBS grid is
irregularly spaced, you have to use geom_point() here
instead of geom_tile() or geom_raster().
cat("The GAM prediction took ", fittime, "mins to run")
#> The GAM prediction took 4.926246 mins to run
pred_gam_df |>
dplyr::filter(year == 2019) |> # single year
ggplot(aes(X, Y, color = pred_gam)) +
geom_point(size = 0.1) +
scale_fill_viridis_c() +
# facet_wrap(~year) +
coord_fixed() +
labs(color = expression(CPUE(kg / km^2))) +
theme_light() +
theme(legend.position = "bottom")
Calculate index
Generally, model-based indices of abundance use the area of each grid cell and the prediction for that area to calculate a total index across the survey area. The simplest way to do this is to sum the predicted biomasses across the full grid like so:
gam_idx_mt <- pred_gam_df |>
dplyr::group_by(year) |>
summarize(total_wt_mt = sum(predicted_tot_grid)/1000)
head(gam_idx_mt)
#> # A tibble: 6 × 2
#> year total_wt_mt
#> <int> <dbl>
#> 1 1982 378333148.
#> 2 1983 440487506.
#> 3 1984 434547050.
#> 4 1985 295431449.
#> 5 1986 192331842.
#> 6 1987 246011493.Get uncertainties for GAM-based index by sampling from posteriors
{gratia}
is an R package for evaluating and displaying GAM fits. This script uses
the fitted_samples() function, which draws fitted values
from the posterior of a model using a Gaussian approximation. This will
also take a while.
start.time <- Sys.time()
sims <- gratia::fitted_samples(fit_gam, n=10, data=grid,
scale="response", seed=9)
fittime <- difftime(Sys.time(), start.time, units = "mins")
cat("The GAM simulation took ", fittime, "mins to run")
sims$year <- grid$year[sims$row]
sims$area <- rep(pred_gam_df$Shape_Area_ha, times = 10) # matching the # of draws
sims$biomass <- sims$fitted * sims$area # expand from density to biomass, given area
level <- 0.95 # specify probability for confidence interval
# Get sum of simulated biomass (density*area) across grid cells, with CI
lwr_fn <- function(x) {as.numeric(quantile(x, probs = (1 - level) / 2))}
upr_fn <- function(x) {as.numeric(quantile(x, probs = 1 - (1 - level) / 2))}
sims_sum <- sims %>%
group_by(year, draw) %>%
summarise_at("biomass", list(biomass = sum)) %>%
group_by(year) %>%
summarise_at("biomass", list(est = median, # could use mean
lwr = lwr_fn,
upr = upr_fn))
save(sims, sims_sum, fittime,
file = here::here("inst",paste0("vigB_model_sim_fm_1.Rdata")))#> Loading objects:
#> sims
#> sims_sum
#> fittime
sims_sum
#> # A tibble: 41 × 4
#> year est lwr upr
#> <int> <dbl> <dbl> <dbl>
#> 1 1982 386780516095. 359351169861. 428471747128.
#> 2 1983 447069842515. 415649924128. 488151716241.
#> 3 1984 449059423942. 424163921517. 504746240801.
#> 4 1985 295846305905. 270558060738. 307781243817.
#> 5 1986 189794551256. 174554842158. 203093016065.
#> 6 1987 250382261163. 233419440685. 269992408894.
#> 7 1988 228599959469. 212006738931. 244250138044.
#> 8 1989 239799251091. 212292025303. 265639365676.
#> 9 1990 231899694486. 212509545426. 247627486453.
#> 10 1991 274071899850. 256386591487. 282773055634.
#> # ℹ 31 more rowsPlot the index
Now you can plot your GAM model-based index over time just like we do for all the other indices!
p1 <- sims_sum |>
ggplot() +
geom_line(aes(x = year, y = est)) +
geom_ribbon(aes(x = year, y = est, ymin = lwr, ymax = upr), alpha = 0.4) +
xlab("Year") +
ylab("Biomass estimate (tons)")
p1
Fit an analogous model in `sdmTMB`
The spatiotemporal GAM we fit above (fit_gam_st) should
have an analog in sdmTMB. Here I am trying to get the same (more or
less) index using sdmTMB instead.
To calculate an index from a model in sdmTMB, we need to
run the predict.sdmTMB() function with the argument
return_tmb_object = TRUE. We can then run the
get_index() function to extract the total biomass
calculations and standard errors.
We can set the area argument to our cell_area column in
km2. In this case the value is 4 km2 for all of
the cells, since our grid cells are 2 km x 2 km. If some grid cells were
not fully in the survey domain (or were on land), we could feed a vector
of grid areas to the area argument that matched the number of grid
cells. Because the density units are tonnes per km2 for this
data, the index is in tonnes.
start.time <- Sys.time()
# make a mesh for the predictions - this takes a while with cutoff = 10!!
fit <- sdmTMB(data = dat,
formula = cpue_kgkm2 ~ 1 + as.factor(year), # If you set the intercept to zero, R spontaneously aborts!
mesh = mesh,
family = tweedie(link = "log"),
time= "year")
fittime <- difftime(Sys.time(),start.time, units = "mins")
save(fit, fittime,
file = here::here("inst",paste0("vigB_model_fits_fm_4.Rdata")))#> Loading objects:
#> fit
#> fittime
cat("The GAM took ", fittime, "mins to run")
#> The GAM took 598.8079 mins to run
sdmTMB::sanity(fit)
tidy(fit)
#> # A tibble: 41 × 3
#> term estimate std.error
#> <chr> <dbl> <dbl>
#> 1 (Intercept) 6.61 0.473
#> 2 as.factor(year)1983 0.262 0.377
#> 3 as.factor(year)1984 -0.00383 0.376
#> 4 as.factor(year)1985 -0.213 0.376
#> 5 as.factor(year)1986 -0.766 0.380
#> 6 as.factor(year)1987 -0.448 0.383
#> 7 as.factor(year)1988 -0.423 0.376
#> 8 as.factor(year)1989 -0.439 0.377
#> 9 as.factor(year)1990 -0.593 0.375
#> 10 as.factor(year)1991 -0.346 0.379
#> # ℹ 31 more rows
grid$cell_area <- 4 #Shape_Area_ha
p <- predict(fit, newdata = grid, return_tmb_object = TRUE)
save(p,
file = here::here("inst",paste0("vigB_model_fits_fm_4_pred.Rdata")))#> Loading objects:
#> pWe used bias_correction = FALSE to speed things up, but
for any final result you will want to use the bias correction. Let’s see
how much the scale of the index changes with bias correction.
index <- sdmTMB::get_index(p, area = grid$Shape_Area_ha, bias_correct = FALSE)
index_c <- sdmTMB::get_index(p, area = grid$cell_area, bias_correct = TRUE)
index_c$Method <- "Bias correction"
save(index, index_c,
file = here::here("inst",paste0("vigB_model_index.Rdata")))
ggplot(index, aes(year, est)) +
geom_line() +
geom_ribbon(aes(ymin = lwr, ymax = upr), alpha = 0.4) +
xlab("Year") +
ylab("Biomass estimate (tonnes)")
bind_rows(index, index_c) %>%
ggplot(aes(year, est, fill = Method)) +
geom_line(aes(colour = Method)) +
geom_ribbon(aes(ymin = lwr, ymax = upr), alpha = 0.4) +
xlab("Year") +
ylab("Biomass estimate (tonnes)")