Fit user-defined multivariate Ornstein-Uhlenbeck models to multivariate evolutionary sequence (time-series) data.
Source:R/fit.multivariate.OU.user.defined.R
fit.multivariate.OU.user.defined.RdFunction to find maximum likelihood solutions to a multivariate Ornstein-Uhlenbeck model fitted using user-defined A and R matrices.
Usage
fit.multivariate.OU.user.defined(
yy,
A.user = NULL,
R.user = NULL,
method = "Nelder-Mead",
hess = FALSE,
pool = TRUE,
trace = FALSE,
iterations = NULL,
iter.sd = NULL,
user.init.diag.A = NULL,
user.init.upper.diag.A = NULL,
user.init.lower.diag.A = NULL,
user.init.diag.R = NULL,
user.init.off.diag.R = NULL,
user.init.theta = NULL,
user.init.anc = NULL
)Arguments
- yy
a multivariate evoTS object.
- A.user
the pull matrix. A user-defined A matrix.
- R.user
the drift matrix. A user-defined R matrix.
- method
optimization method, passed to function optim. Default is "Nelder-Mead".
- hess
logical, indicating whether to calculate standard errors from the Hessian matrix.
- pool
indicating whether to pool variances across samples
- trace
logical, indicating whether information on the progress of the optimization is printed.
- iterations
the number of times the optimization method is run from different starting points. Default is NULL, meaning the optimization is run once.
- iter.sd
defines the standard deviation of the Gaussian distribution from which starting values for the optimization routine is run. Default is 1.
- user.init.diag.A
starting values for the optimization routine of the diagonal elements of the A matrix. Default is NULL.
- user.init.upper.diag.A
starting values for the optimization routine of the upper diagonal elements of the A matrix. Default is NULL.
- user.init.lower.diag.A
starting values for the optimization routine of the lower diagonal elements of the A matrix. Default is NULL.
- user.init.diag.R
starting values for the optimization routine of the diagonal elements of the R matrix. Default is NULL.
- user.init.off.diag.R
starting values for the optimization routine of the off-diagonal elements of the R matrix. Default is NULL.
- user.init.theta
starting values for the optimization routine of the optima. Default is NULL.
- user.init.anc
starting values for the optimization routine of the ancestral values. Default is NULL.
Value
First part of the output reports the log-likelihood of the model and its AICc score. The second part of the output is the maximum log-likelihood model parameters (ancestral.values, optima, A, and R). The half-life is also provided, which is the The last part of the output gives information about the number of parameters in the model (K), number of samples in the data (n) and number of times the optimization routine was run (iter).
Details
This function provides users the flexibility to define their own A and R matrices. The possibility to define any A matrices enable detailed investigation of specific evolutionary hypotheses. The parameters to be estimated in the matrices are indicated by the value 1. All other entries in the matrix must be 0.
The function searches - using an optimization routine - for the maximum-likelihood solution for the chosen multivariate Ornstein-Uhlenbeck model. The argument 'method' is passed to the 'optim' function and is included for the convenience of users to better control the optimization routine. Note that the the default method (Nelder-Mead) seems to work for most evolutionary sequences. The method L-BFGS-B allows box-constraints on some parameters (e.g. non-negative variance parameters) and is faster than Nelder-Mead, but is less stable than the default method (Nelder-Mead).
Initial estimates to start the optimization come from maximum-likelihood estimates of the univariate Ornstein-Uhlenbeck model (from the paleoTS package) fitted to each time-series separately.
It is good practice to repeat any numerical optimization procedure from different starting points. This is especially important for complex models as the log-likelihood surface might contain more than one peak. The number of iterations is controlled by the argument 'iterations'. The function will report the model parameters from the iteration with the highest log-likelihood.
There is no guarantee that the likelihood can be computed with the initial parameters provided by the function. The starting values for fitting the multivariate OU model are based on maximum likelihood parameter estimates for the univariate OU model fitted to each trait separately, which seems to provide sensible (and working) initial parameter estimates for almost all tested data sets. However, the provided initial parameters may fail depending on the nature of the data. If an error message is returned saying "function cannot be evaluated at initial parameters", the user can try to start the optimization procedure from other initial parameter values using "user.init.diag.A", "user.init.upper.diag.A", "user.init.lower.diag.A", "user.init.diag.R", "user.init.off.diag.R", "user.init.theta", and "user.init.anc." It is usually the initial guess of the off-diagonal elements of the A and R matrices that prevents the optimization routine to work. It is therefore recommended to only try to change these initial values before experimenting with different starting values for the diagonal of the A and R matrices.
Note
The models have been implemented to be compatible with the joint parameterization routine in the package paleoTS. The optimization is therefore fit using the actual sample values, with the autocorrelation among samples accounted for in the log-likelihood function. The joint distribution of sample means is multivariate normal, with means and variance-covariances determined by evolutionary parameters and sampling errors.
References
Reitan, T., Schweder, T. & Henderiks, J. Phenotypic evolution studied by layered stochastic differential equations. Ann Appl Statistics 6, 1531–1551 (2012).
Bartoszek, K., Pienaar, J., Mostad, P., Andersson, S. & Hansen, T. F. A phylogenetic comparative method for studying multivariate adaptation. J Theor Biol 314, 204–215 (2012).
Clavel, J., Escarguel, G. & Merceron, G. mvmorph: an r package for fitting multivariate evolutionary models to morphometric data. Methods Ecol Evol 6, 1311–1319 (2015).
Examples
## Generate a evoTS object by simulating a multivariate dataset
x <- sim.multi.OU(15)
## Define an A matrix that is lower diagonal.
A <- matrix(c(1,0,1,1), nrow=2, byrow=TRUE)
## Define a diagonal R matrix.
R <- matrix(c(1,0,0,1), nrow=2, byrow=TRUE)
# \donttest{
## Fit the multivariate Ornstein-Uhlenbeck model to the data. This example will run for a long time.
fit.multivariate.OU.user.defined(x, A.user=A, R.user=R, trace=TRUE)
#> Nelder-Mead direct search function minimizer
#> function value for initial parameters = -2.015582
#> Scaled convergence tolerance is 3.00345e-08
#> Stepsize computed as 0.611422
#> BUILD 10 18.311356 -2.272099
#> HI-REDUCTION 12 16.777490 -2.272099
#> HI-REDUCTION 14 3.451183 -2.272099
#> HI-REDUCTION 16 3.211999 -2.272099
#> HI-REDUCTION 18 2.035101 -2.272099
#> REFLECTION 20 1.724628 -4.241283
#> HI-REDUCTION 22 1.277849 -4.241283
#> EXTENSION 24 -0.050936 -7.810651
#> LO-REDUCTION 26 -0.063025 -7.810651
#> LO-REDUCTION 28 -0.346305 -7.810651
#> LO-REDUCTION 30 -0.816913 -7.810651
#> LO-REDUCTION 32 -2.013332 -7.810651
#> EXTENSION 34 -2.015582 -9.950624
#> LO-REDUCTION 36 -2.223796 -9.950624
#> LO-REDUCTION 38 -2.272099 -9.950624
#> LO-REDUCTION 40 -3.705187 -9.950624
#> REFLECTION 42 -4.241283 -10.025020
#> REFLECTION 44 -4.674696 -15.016772
#> LO-REDUCTION 46 -4.944520 -15.016772
#> HI-REDUCTION 48 -7.322024 -15.016772
#> HI-REDUCTION 50 -7.810651 -15.016772
#> LO-REDUCTION 52 -8.325029 -15.016772
#> LO-REDUCTION 54 -8.507553 -15.016772
#> LO-REDUCTION 56 -8.594073 -15.016772
#> EXTENSION 58 -9.072018 -18.668661
#> LO-REDUCTION 60 -9.728658 -18.668661
#> LO-REDUCTION 62 -9.950624 -18.668661
#> LO-REDUCTION 64 -10.025020 -18.668661
#> REFLECTION 66 -10.845628 -19.126938
#> LO-REDUCTION 68 -11.649467 -19.126938
#> HI-REDUCTION 70 -13.576123 -19.126938
#> LO-REDUCTION 72 -14.424847 -19.126938
#> REFLECTION 74 -14.515742 -20.925883
#> LO-REDUCTION 76 -15.016772 -20.925883
#> LO-REDUCTION 78 -15.137006 -20.925883
#> LO-REDUCTION 80 -16.865272 -20.925883
#> REFLECTION 82 -17.851750 -21.200884
#> LO-REDUCTION 84 -18.664835 -21.200884
#> LO-REDUCTION 86 -18.668661 -21.200884
#> LO-REDUCTION 88 -18.820732 -21.200884
#> HI-REDUCTION 90 -19.126938 -21.200884
#> LO-REDUCTION 92 -19.866975 -21.200884
#> REFLECTION 94 -20.005592 -21.321262
#> EXTENSION 96 -20.112442 -22.396620
#> LO-REDUCTION 98 -20.303557 -22.396620
#> LO-REDUCTION 100 -20.559620 -22.396620
#> LO-REDUCTION 102 -20.720317 -22.396620
#> HI-REDUCTION 104 -20.859930 -22.396620
#> HI-REDUCTION 106 -20.925883 -22.396620
#> LO-REDUCTION 108 -21.139637 -22.396620
#> EXTENSION 110 -21.200884 -22.842724
#> LO-REDUCTION 112 -21.321262 -22.842724
#> EXTENSION 114 -21.452603 -23.366249
#> LO-REDUCTION 116 -21.531168 -23.366249
#> LO-REDUCTION 118 -21.630298 -23.366249
#> HI-REDUCTION 120 -21.703419 -23.366249
#> EXTENSION 122 -21.848328 -24.064108
#> LO-REDUCTION 124 -21.878693 -24.064108
#> LO-REDUCTION 126 -21.907011 -24.064108
#> LO-REDUCTION 128 -22.325735 -24.064108
#> LO-REDUCTION 130 -22.396620 -24.064108
#> REFLECTION 132 -22.451707 -24.162818
#> REFLECTION 134 -22.842724 -24.212084
#> REFLECTION 136 -22.917709 -24.492763
#> EXTENSION 138 -23.296735 -25.216044
#> EXTENSION 140 -23.366249 -25.412137
#> LO-REDUCTION 142 -23.721490 -25.412137
#> LO-REDUCTION 144 -23.882440 -25.412137
#> LO-REDUCTION 146 -23.888432 -25.412137
#> LO-REDUCTION 148 -24.064108 -25.412137
#> LO-REDUCTION 150 -24.162818 -25.412137
#> LO-REDUCTION 152 -24.212084 -25.415740
#> REFLECTION 154 -24.470583 -25.670362
#> LO-REDUCTION 156 -24.492763 -25.670362
#> LO-REDUCTION 158 -24.994173 -25.670362
#> LO-REDUCTION 160 -25.023007 -25.670362
#> LO-REDUCTION 162 -25.089321 -25.670362
#> HI-REDUCTION 164 -25.216044 -25.670362
#> HI-REDUCTION 166 -25.346720 -25.670362
#> LO-REDUCTION 168 -25.365880 -25.670362
#> LO-REDUCTION 170 -25.412137 -25.670362
#> HI-REDUCTION 172 -25.415740 -25.670362
#> LO-REDUCTION 174 -25.432205 -25.670362
#> HI-REDUCTION 176 -25.474528 -25.670362
#> REFLECTION 178 -25.497569 -25.704261
#> LO-REDUCTION 180 -25.543291 -25.704261
#> EXTENSION 182 -25.575002 -25.764728
#> LO-REDUCTION 184 -25.579165 -25.764728
#> REFLECTION 186 -25.598603 -25.787204
#> EXTENSION 188 -25.625770 -25.838296
#> EXTENSION 190 -25.632492 -25.882793
#> EXTENSION 192 -25.635494 -26.048352
#> LO-REDUCTION 194 -25.670362 -26.048352
#> LO-REDUCTION 196 -25.694365 -26.048352
#> LO-REDUCTION 198 -25.704261 -26.048352
#> EXTENSION 200 -25.753149 -26.153662
#> LO-REDUCTION 202 -25.764728 -26.153662
#> LO-REDUCTION 204 -25.787204 -26.153662
#> EXTENSION 206 -25.838296 -26.233316
#> LO-REDUCTION 208 -25.882793 -26.233316
#> LO-REDUCTION 210 -25.891031 -26.233316
#> LO-REDUCTION 212 -25.924833 -26.233316
#> REFLECTION 214 -25.985732 -26.275141
#> EXTENSION 216 -26.045393 -26.424903
#> LO-REDUCTION 218 -26.048352 -26.424903
#> LO-REDUCTION 220 -26.092756 -26.424903
#> LO-REDUCTION 222 -26.094828 -26.424903
#> LO-REDUCTION 224 -26.153662 -26.424903
#> LO-REDUCTION 226 -26.166330 -26.424903
#> EXTENSION 228 -26.184682 -26.519880
#> LO-REDUCTION 230 -26.233316 -26.519880
#> LO-REDUCTION 232 -26.275141 -26.519880
#> LO-REDUCTION 234 -26.313141 -26.519880
#> REFLECTION 236 -26.319729 -26.531814
#> LO-REDUCTION 238 -26.344855 -26.531814
#> REFLECTION 240 -26.361886 -26.560216
#> REFLECTION 242 -26.411278 -26.571743
#> REFLECTION 244 -26.414065 -26.596874
#> LO-REDUCTION 246 -26.424903 -26.596874
#> LO-REDUCTION 248 -26.456820 -26.596874
#> LO-REDUCTION 250 -26.506972 -26.596874
#> LO-REDUCTION 252 -26.512675 -26.596874
#> LO-REDUCTION 254 -26.519880 -26.596874
#> LO-REDUCTION 256 -26.531814 -26.596874
#> LO-REDUCTION 258 -26.547360 -26.596874
#> REFLECTION 260 -26.560216 -26.610818
#> EXTENSION 262 -26.571743 -26.626128
#> HI-REDUCTION 264 -26.575877 -26.626128
#> EXTENSION 266 -26.582790 -26.632773
#> LO-REDUCTION 268 -26.583167 -26.632773
#> LO-REDUCTION 270 -26.585215 -26.632773
#> REFLECTION 272 -26.585393 -26.635705
#> REFLECTION 274 -26.596028 -26.649702
#> LO-REDUCTION 276 -26.596874 -26.649702
#> LO-REDUCTION 278 -26.598291 -26.649702
#> REFLECTION 280 -26.610818 -26.660321
#> EXTENSION 282 -26.626128 -26.695911
#> LO-REDUCTION 284 -26.626735 -26.695911
#> LO-REDUCTION 286 -26.632314 -26.695911
#> LO-REDUCTION 288 -26.632773 -26.695911
#> HI-REDUCTION 290 -26.635705 -26.695911
#> LO-REDUCTION 292 -26.641851 -26.695911
#> EXTENSION 294 -26.646684 -26.739279
#> LO-REDUCTION 296 -26.649702 -26.739279
#> LO-REDUCTION 298 -26.660321 -26.739279
#> LO-REDUCTION 300 -26.661557 -26.739279
#> LO-REDUCTION 302 -26.662458 -26.739279
#> EXTENSION 304 -26.675846 -26.765832
#> EXTENSION 306 -26.681421 -26.795662
#> EXTENSION 308 -26.695881 -26.831986
#> LO-REDUCTION 310 -26.695911 -26.831986
#> LO-REDUCTION 312 -26.715403 -26.831986
#> LO-REDUCTION 314 -26.719224 -26.831986
#> EXTENSION 316 -26.721450 -26.845993
#> LO-REDUCTION 318 -26.733250 -26.845993
#> EXTENSION 320 -26.739279 -26.868116
#> LO-REDUCTION 322 -26.765832 -26.868116
#> EXTENSION 324 -26.780775 -26.934080
#> LO-REDUCTION 326 -26.794113 -26.934080
#> EXTENSION 328 -26.795662 -26.969853
#> LO-REDUCTION 330 -26.821446 -26.969853
#> LO-REDUCTION 332 -26.831986 -26.969853
#> LO-REDUCTION 334 -26.832539 -26.969853
#> LO-REDUCTION 336 -26.844897 -26.969853
#> EXTENSION 338 -26.845993 -27.018771
#> LO-REDUCTION 340 -26.868116 -27.018771
#> EXTENSION 342 -26.900479 -27.032385
#> EXTENSION 344 -26.915212 -27.081791
#> LO-REDUCTION 346 -26.926545 -27.081791
#> LO-REDUCTION 348 -26.934080 -27.081791
#> LO-REDUCTION 350 -26.947660 -27.081791
#> LO-REDUCTION 352 -26.959136 -27.081791
#> LO-REDUCTION 354 -26.966219 -27.081791
#> LO-REDUCTION 356 -26.969853 -27.081791
#> LO-REDUCTION 358 -27.018771 -27.081791
#> REFLECTION 360 -27.031947 -27.087703
#> EXTENSION 362 -27.032385 -27.103179
#> REFLECTION 364 -27.049772 -27.116548
#> LO-REDUCTION 366 -27.052015 -27.116548
#> LO-REDUCTION 368 -27.073313 -27.116548
#> EXTENSION 370 -27.074315 -27.129464
#> LO-REDUCTION 372 -27.074621 -27.129464
#> LO-REDUCTION 374 -27.074882 -27.129464
#> LO-REDUCTION 376 -27.081791 -27.129464
#> REFLECTION 378 -27.087703 -27.132681
#> LO-REDUCTION 380 -27.098656 -27.132681
#> EXTENSION 382 -27.103179 -27.149828
#> LO-REDUCTION 384 -27.104223 -27.149828
#> REFLECTION 386 -27.111614 -27.151040
#> LO-REDUCTION 388 -27.115986 -27.151040
#> EXTENSION 390 -27.116548 -27.174018
#> LO-REDUCTION 392 -27.121636 -27.174018
#> LO-REDUCTION 394 -27.127601 -27.174018
#> LO-REDUCTION 396 -27.129464 -27.174018
#> EXTENSION 398 -27.132681 -27.184508
#> LO-REDUCTION 400 -27.135788 -27.184508
#> LO-REDUCTION 402 -27.140881 -27.184508
#> LO-REDUCTION 404 -27.141088 -27.184508
#> EXTENSION 406 -27.149828 -27.225295
#> LO-REDUCTION 408 -27.151040 -27.225295
#> LO-REDUCTION 410 -27.163469 -27.225295
#> LO-REDUCTION 412 -27.168091 -27.225295
#> LO-REDUCTION 414 -27.170616 -27.225295
#> LO-REDUCTION 416 -27.174018 -27.225295
#> LO-REDUCTION 418 -27.178139 -27.225295
#> EXTENSION 420 -27.180127 -27.242908
#> EXTENSION 422 -27.184508 -27.278086
#> LO-REDUCTION 424 -27.194118 -27.278086
#> LO-REDUCTION 426 -27.205667 -27.278086
#> LO-REDUCTION 428 -27.209002 -27.278086
#> LO-REDUCTION 430 -27.211801 -27.278086
#> EXTENSION 432 -27.214525 -27.296180
#> LO-REDUCTION 434 -27.217440 -27.296180
#> LO-REDUCTION 436 -27.225295 -27.296180
#> EXTENSION 438 -27.242908 -27.337804
#> LO-REDUCTION 440 -27.255614 -27.337804
#> LO-REDUCTION 442 -27.257662 -27.337804
#> LO-REDUCTION 444 -27.271192 -27.337804
#> LO-REDUCTION 446 -27.276977 -27.337804
#> LO-REDUCTION 448 -27.278086 -27.337804
#> LO-REDUCTION 450 -27.279988 -27.337804
#> REFLECTION 452 -27.281862 -27.344401
#> EXTENSION 454 -27.296180 -27.367065
#> EXTENSION 456 -27.308297 -27.382416
#> LO-REDUCTION 458 -27.321184 -27.382416
#> EXTENSION 460 -27.323906 -27.412794
#> LO-REDUCTION 462 -27.330256 -27.412794
#> LO-REDUCTION 464 -27.331346 -27.412794
#> LO-REDUCTION 466 -27.332790 -27.412794
#> LO-REDUCTION 468 -27.337804 -27.412794
#> LO-REDUCTION 470 -27.344401 -27.412794
#> REFLECTION 472 -27.367065 -27.414605
#> LO-REDUCTION 474 -27.375164 -27.414605
#> LO-REDUCTION 476 -27.377870 -27.414605
#> LO-REDUCTION 478 -27.378960 -27.414605
#> EXTENSION 480 -27.382416 -27.424666
#> LO-REDUCTION 482 -27.386501 -27.424666
#> EXTENSION 484 -27.398056 -27.435901
#> EXTENSION 486 -27.399939 -27.451812
#> LO-REDUCTION 488 -27.401212 -27.451812
#> LO-REDUCTION 490 -27.407338 -27.451812
#> EXTENSION 492 -27.412794 -27.479594
#> HI-REDUCTION 494 -27.414497 -27.479594
#> LO-REDUCTION 496 -27.414605 -27.479594
#> LO-REDUCTION 498 -27.420322 -27.479594
#> EXTENSION 500 -27.424666 -27.490932
#> LO-REDUCTION 502 -27.435901 -27.490932
#> EXTENSION 504 -27.438441 -27.500579
#> LO-REDUCTION 506 -27.443764 -27.500579
#> EXTENSION 508 -27.450914 -27.528835
#> LO-REDUCTION 510 -27.451812 -27.528835
#> LO-REDUCTION 512 -27.470438 -27.528835
#> EXTENSION 514 -27.479278 -27.557154
#> LO-REDUCTION 516 -27.479594 -27.557154
#> LO-REDUCTION 518 -27.482817 -27.557154
#> LO-REDUCTION 520 -27.490932 -27.557154
#> LO-REDUCTION 522 -27.493087 -27.557154
#> REFLECTION 524 -27.500579 -27.567852
#> LO-REDUCTION 526 -27.519245 -27.567852
#> REFLECTION 528 -27.526873 -27.571351
#> REFLECTION 530 -27.528835 -27.573702
#> LO-REDUCTION 532 -27.530404 -27.573702
#> EXTENSION 534 -27.540525 -27.601371
#> LO-REDUCTION 536 -27.553979 -27.601371
#> LO-REDUCTION 538 -27.554250 -27.601371
#> LO-REDUCTION 540 -27.557154 -27.601371
#> LO-REDUCTION 542 -27.557613 -27.601371
#> LO-REDUCTION 544 -27.567852 -27.601371
#> LO-REDUCTION 546 -27.569390 -27.601371
#> LO-REDUCTION 548 -27.571351 -27.601371
#> EXTENSION 550 -27.573702 -27.629697
#> LO-REDUCTION 552 -27.583869 -27.629697
#> LO-REDUCTION 554 -27.586923 -27.629697
#> LO-REDUCTION 556 -27.589380 -27.629697
#> LO-REDUCTION 558 -27.594009 -27.629697
#> LO-REDUCTION 560 -27.594147 -27.629697
#> LO-REDUCTION 562 -27.595558 -27.629697
#> LO-REDUCTION 564 -27.600875 -27.629697
#> LO-REDUCTION 566 -27.601371 -27.629697
#> LO-REDUCTION 568 -27.605171 -27.629697
#> EXTENSION 570 -27.608154 -27.638232
#> LO-REDUCTION 572 -27.609578 -27.638232
#> LO-REDUCTION 574 -27.610236 -27.638232
#> REFLECTION 576 -27.619050 -27.639392
#> EXTENSION 578 -27.619741 -27.641197
#> REFLECTION 580 -27.620353 -27.641512
#> EXTENSION 582 -27.621324 -27.656429
#> LO-REDUCTION 584 -27.622878 -27.656429
#> LO-REDUCTION 586 -27.629697 -27.656429
#> LO-REDUCTION 588 -27.634082 -27.656429
#> LO-REDUCTION 590 -27.634428 -27.656429
#> LO-REDUCTION 592 -27.638232 -27.656429
#> LO-REDUCTION 594 -27.639392 -27.656429
#> LO-REDUCTION 596 -27.640019 -27.656429
#> REFLECTION 598 -27.641197 -27.656446
#> LO-REDUCTION 600 -27.641512 -27.656446
#> LO-REDUCTION 602 -27.648078 -27.656446
#> REFLECTION 604 -27.649267 -27.657326
#> REFLECTION 606 -27.649488 -27.657624
#> EXTENSION 608 -27.650875 -27.664471
#> LO-REDUCTION 610 -27.651541 -27.664471
#> LO-REDUCTION 612 -27.652450 -27.664471
#> LO-REDUCTION 614 -27.652716 -27.664471
#> EXTENSION 616 -27.656258 -27.668405
#> LO-REDUCTION 618 -27.656429 -27.668405
#> LO-REDUCTION 620 -27.656446 -27.668405
#> LO-REDUCTION 622 -27.657326 -27.668405
#> LO-REDUCTION 624 -27.657620 -27.668405
#> EXTENSION 626 -27.657624 -27.674744
#> LO-REDUCTION 628 -27.659216 -27.674744
#> LO-REDUCTION 630 -27.661756 -27.674744
#> LO-REDUCTION 632 -27.661950 -27.674744
#> LO-REDUCTION 634 -27.663851 -27.674744
#> LO-REDUCTION 636 -27.664471 -27.674744
#> LO-REDUCTION 638 -27.665919 -27.674744
#> EXTENSION 640 -27.666495 -27.678429
#> LO-REDUCTION 642 -27.668405 -27.678429
#> LO-REDUCTION 644 -27.668884 -27.678429
#> EXTENSION 646 -27.669907 -27.683164
#> EXTENSION 648 -27.671446 -27.687236
#> LO-REDUCTION 650 -27.673754 -27.687236
#> LO-REDUCTION 652 -27.674533 -27.687236
#> LO-REDUCTION 654 -27.674718 -27.687236
#> REFLECTION 656 -27.674744 -27.687574
#> LO-REDUCTION 658 -27.676152 -27.687574
#> EXTENSION 660 -27.677996 -27.697360
#> LO-REDUCTION 662 -27.678429 -27.697360
#> LO-REDUCTION 664 -27.683164 -27.697360
#> LO-REDUCTION 666 -27.685147 -27.697360
#> LO-REDUCTION 668 -27.685664 -27.697360
#> EXTENSION 670 -27.686301 -27.701814
#> LO-REDUCTION 672 -27.686768 -27.701814
#> LO-REDUCTION 674 -27.687236 -27.701814
#> LO-REDUCTION 676 -27.687574 -27.701814
#> REFLECTION 678 -27.691465 -27.702491
#> LO-REDUCTION 680 -27.693452 -27.702491
#> EXTENSION 682 -27.693870 -27.704686
#> EXTENSION 684 -27.695923 -27.707164
#> REFLECTION 686 -27.697274 -27.707570
#> EXTENSION 688 -27.697360 -27.712681
#> LO-REDUCTION 690 -27.699508 -27.712681
#> LO-REDUCTION 692 -27.700478 -27.712681
#> LO-REDUCTION 694 -27.701814 -27.712681
#> HI-REDUCTION 696 -27.702143 -27.712681
#> LO-REDUCTION 698 -27.702491 -27.712681
#> LO-REDUCTION 700 -27.704686 -27.712681
#> EXTENSION 702 -27.706724 -27.717517
#> LO-REDUCTION 704 -27.707164 -27.717517
#> LO-REDUCTION 706 -27.707459 -27.717517
#> LO-REDUCTION 708 -27.707570 -27.717517
#> REFLECTION 710 -27.708971 -27.718318
#> REFLECTION 712 -27.711744 -27.719564
#> EXTENSION 714 -27.712452 -27.720151
#> LO-REDUCTION 716 -27.712649 -27.720151
#> EXTENSION 718 -27.712681 -27.725337
#> LO-REDUCTION 720 -27.714422 -27.725337
#> LO-REDUCTION 722 -27.714482 -27.725337
#> EXTENSION 724 -27.716845 -27.728943
#> LO-REDUCTION 726 -27.717517 -27.728943
#> LO-REDUCTION 728 -27.718318 -27.728943
#> LO-REDUCTION 730 -27.719564 -27.728943
#> LO-REDUCTION 732 -27.720075 -27.728943
#> LO-REDUCTION 734 -27.720151 -27.728943
#> LO-REDUCTION 736 -27.722939 -27.728943
#> REFLECTION 738 -27.723763 -27.729075
#> LO-REDUCTION 740 -27.724844 -27.729075
#> EXTENSION 742 -27.725337 -27.731659
#> LO-REDUCTION 744 -27.725891 -27.731659
#> LO-REDUCTION 746 -27.726079 -27.731659
#> LO-REDUCTION 748 -27.727370 -27.731659
#> LO-REDUCTION 750 -27.727438 -27.731659
#> HI-REDUCTION 752 -27.727834 -27.731659
#> LO-REDUCTION 754 -27.728001 -27.731659
#> LO-REDUCTION 756 -27.728943 -27.731659
#> LO-REDUCTION 758 -27.728980 -27.731659
#> EXTENSION 760 -27.729075 -27.732420
#> LO-REDUCTION 762 -27.729292 -27.732420
#> LO-REDUCTION 764 -27.729369 -27.732420
#> REFLECTION 766 -27.730143 -27.732602
#> REFLECTION 768 -27.730650 -27.732610
#> EXTENSION 770 -27.731327 -27.735285
#> LO-REDUCTION 772 -27.731339 -27.735285
#> LO-REDUCTION 774 -27.731357 -27.735285
#> LO-REDUCTION 776 -27.731659 -27.735285
#> LO-REDUCTION 778 -27.732073 -27.735285
#> LO-REDUCTION 780 -27.732350 -27.735285
#> LO-REDUCTION 782 -27.732420 -27.735285
#> HI-REDUCTION 784 -27.732602 -27.735285
#> LO-REDUCTION 786 -27.732610 -27.735285
#> LO-REDUCTION 788 -27.732793 -27.735285
#> EXTENSION 790 -27.733324 -27.736358
#> LO-REDUCTION 792 -27.733534 -27.736358
#> LO-REDUCTION 794 -27.733546 -27.736358
#> LO-REDUCTION 796 -27.733791 -27.736358
#> LO-REDUCTION 798 -27.733875 -27.736358
#> EXTENSION 800 -27.733942 -27.736791
#> EXTENSION 802 -27.734811 -27.737698
#> EXTENSION 804 -27.734871 -27.739709
#> LO-REDUCTION 806 -27.734941 -27.739709
#> LO-REDUCTION 808 -27.735285 -27.739709
#> LO-REDUCTION 810 -27.735691 -27.739709
#> LO-REDUCTION 812 -27.736194 -27.739709
#> LO-REDUCTION 814 -27.736250 -27.739709
#> LO-REDUCTION 816 -27.736358 -27.739709
#> LO-REDUCTION 818 -27.736791 -27.739709
#> EXTENSION 820 -27.737698 -27.742270
#> LO-REDUCTION 822 -27.738222 -27.742270
#> LO-REDUCTION 824 -27.738663 -27.742270
#> LO-REDUCTION 826 -27.738992 -27.742270
#> LO-REDUCTION 828 -27.738997 -27.742270
#> EXTENSION 830 -27.739096 -27.743282
#> EXTENSION 832 -27.739276 -27.745647
#> LO-REDUCTION 834 -27.739296 -27.745647
#> EXTENSION 836 -27.739709 -27.748060
#> LO-REDUCTION 838 -27.741268 -27.748060
#> LO-REDUCTION 840 -27.741485 -27.748060
#> LO-REDUCTION 842 -27.741982 -27.748060
#> LO-REDUCTION 844 -27.741991 -27.748060
#> EXTENSION 846 -27.742270 -27.748374
#> EXTENSION 848 -27.743282 -27.753022
#> LO-REDUCTION 850 -27.744486 -27.753022
#> LO-REDUCTION 852 -27.745045 -27.753022
#> EXTENSION 854 -27.745544 -27.757537
#> LO-REDUCTION 856 -27.745647 -27.757537
#> LO-REDUCTION 858 -27.747383 -27.757537
#> LO-REDUCTION 860 -27.747435 -27.757537
#> LO-REDUCTION 862 -27.748060 -27.757537
#> LO-REDUCTION 864 -27.748374 -27.757537
#> EXTENSION 866 -27.750694 -27.761733
#> LO-REDUCTION 868 -27.750907 -27.761733
#> LO-REDUCTION 870 -27.752238 -27.761733
#> EXTENSION 872 -27.753022 -27.764935
#> LO-REDUCTION 874 -27.753550 -27.764935
#> EXTENSION 876 -27.753771 -27.767955
#> LO-REDUCTION 878 -27.755728 -27.767955
#> EXTENSION 880 -27.756364 -27.773418
#> LO-REDUCTION 882 -27.757537 -27.773418
#> LO-REDUCTION 884 -27.759328 -27.773418
#> LO-REDUCTION 886 -27.759776 -27.773418
#> EXTENSION 888 -27.761733 -27.786048
#> LO-REDUCTION 890 -27.761953 -27.786048
#> LO-REDUCTION 892 -27.764935 -27.786048
#> LO-REDUCTION 894 -27.767936 -27.786048
#> LO-REDUCTION 896 -27.767955 -27.786048
#> LO-REDUCTION 898 -27.769889 -27.786048
#> LO-REDUCTION 900 -27.770110 -27.786048
#> EXTENSION 902 -27.773215 -27.791968
#> LO-REDUCTION 904 -27.773418 -27.791968
#> LO-REDUCTION 906 -27.774132 -27.791968
#> EXTENSION 908 -27.778635 -27.803432
#> LO-REDUCTION 910 -27.780756 -27.803432
#> LO-REDUCTION 912 -27.781571 -27.803432
#> LO-REDUCTION 914 -27.782336 -27.803432
#> EXTENSION 916 -27.783554 -27.810460
#> EXTENSION 918 -27.786048 -27.817307
#> LO-REDUCTION 920 -27.789900 -27.817307
#> EXTENSION 922 -27.791927 -27.827141
#> LO-REDUCTION 924 -27.791968 -27.827141
#> EXTENSION 926 -27.796302 -27.834772
#> EXTENSION 928 -27.800501 -27.845782
#> LO-REDUCTION 930 -27.802704 -27.845782
#> LO-REDUCTION 932 -27.803432 -27.845782
#> LO-REDUCTION 934 -27.808172 -27.845782
#> EXTENSION 936 -27.810460 -27.857659
#> LO-REDUCTION 938 -27.817307 -27.857659
#> LO-REDUCTION 940 -27.823106 -27.857659
#> LO-REDUCTION 942 -27.827141 -27.857659
#> LO-REDUCTION 944 -27.831785 -27.857659
#> EXTENSION 946 -27.833191 -27.866546
#> LO-REDUCTION 948 -27.834772 -27.866546
#> LO-REDUCTION 950 -27.839660 -27.866546
#> LO-REDUCTION 952 -27.845782 -27.866546
#> LO-REDUCTION 954 -27.845904 -27.866546
#> EXTENSION 956 -27.848805 -27.871470
#> LO-REDUCTION 958 -27.849466 -27.871470
#> EXTENSION 960 -27.850358 -27.876714
#> LO-REDUCTION 962 -27.857659 -27.876714
#> LO-REDUCTION 964 -27.858859 -27.876714
#> LO-REDUCTION 966 -27.859900 -27.876714
#> LO-REDUCTION 968 -27.860886 -27.876714
#> LO-REDUCTION 970 -27.863153 -27.876714
#> LO-REDUCTION 972 -27.864390 -27.876714
#> REFLECTION 974 -27.866546 -27.879233
#> LO-REDUCTION 976 -27.870490 -27.879233
#> LO-REDUCTION 978 -27.871171 -27.879233
#> LO-REDUCTION 980 -27.871470 -27.879233
#> LO-REDUCTION 982 -27.872816 -27.879233
#> LO-REDUCTION 984 -27.873194 -27.879233
#> LO-REDUCTION 986 -27.873624 -27.879233
#> EXTENSION 988 -27.874137 -27.882865
#> EXTENSION 990 -27.875302 -27.887006
#> LO-REDUCTION 992 -27.875836 -27.887006
#> LO-REDUCTION 994 -27.876503 -27.887006
#> LO-REDUCTION 996 -27.876714 -27.887006
#> LO-REDUCTION 998 -27.876884 -27.887006
#> EXTENSION 1000 -27.877703 -27.896600
#> LO-REDUCTION 1002 -27.877909 -27.896600
#> LO-REDUCTION 1004 -27.879233 -27.896600
#> LO-REDUCTION 1006 -27.882437 -27.896600
#> EXTENSION 1008 -27.882865 -27.902201
#> LO-REDUCTION 1010 -27.885199 -27.902201
#> LO-REDUCTION 1012 -27.885875 -27.902201
#> EXTENSION 1014 -27.886963 -27.910158
#> LO-REDUCTION 1016 -27.887006 -27.910158
#> EXTENSION 1018 -27.890775 -27.920554
#> LO-REDUCTION 1020 -27.891003 -27.920554
#> LO-REDUCTION 1022 -27.895895 -27.920554
#> LO-REDUCTION 1024 -27.896600 -27.920554
#> EXTENSION 1026 -27.898767 -27.937934
#> LO-REDUCTION 1028 -27.901681 -27.937934
#> LO-REDUCTION 1030 -27.902201 -27.937934
#> LO-REDUCTION 1032 -27.907978 -27.937934
#> LO-REDUCTION 1034 -27.910158 -27.937934
#> EXTENSION 1036 -27.912793 -27.955615
#> LO-REDUCTION 1038 -27.916621 -27.955615
#> EXTENSION 1040 -27.917255 -27.973014
#> LO-REDUCTION 1042 -27.920554 -27.973014
#> LO-REDUCTION 1044 -27.931344 -27.973014
#> LO-REDUCTION 1046 -27.933734 -27.973014
#> LO-REDUCTION 1048 -27.936037 -27.973014
#> EXTENSION 1050 -27.936574 -27.987297
#> EXTENSION 1052 -27.937934 -28.003721
#> LO-REDUCTION 1054 -27.947893 -28.003721
#> LO-REDUCTION 1056 -27.955615 -28.003721
#> EXTENSION 1058 -27.963015 -28.021543
#> LO-REDUCTION 1060 -27.963938 -28.021543
#> LO-REDUCTION 1062 -27.964346 -28.021543
#> LO-REDUCTION 1064 -27.970979 -28.021543
#> LO-REDUCTION 1066 -27.973014 -28.021543
#> LO-REDUCTION 1068 -27.987297 -28.021543
#> LO-REDUCTION 1070 -27.991750 -28.021543
#> EXTENSION 1072 -27.997927 -28.040954
#> LO-REDUCTION 1074 -27.999699 -28.040954
#> LO-REDUCTION 1076 -28.003721 -28.040954
#> LO-REDUCTION 1078 -28.012756 -28.040954
#> EXTENSION 1080 -28.014522 -28.059832
#> LO-REDUCTION 1082 -28.015104 -28.059832
#> LO-REDUCTION 1084 -28.020919 -28.059832
#> LO-REDUCTION 1086 -28.021230 -28.059832
#> EXTENSION 1088 -28.021543 -28.066912
#> LO-REDUCTION 1090 -28.029771 -28.066912
#> LO-REDUCTION 1092 -28.034151 -28.066912
#> EXTENSION 1094 -28.035121 -28.078282
#> EXTENSION 1096 -28.038788 -28.094533
#> LO-REDUCTION 1098 -28.040954 -28.094533
#> LO-REDUCTION 1100 -28.046295 -28.094533
#> EXTENSION 1102 -28.053434 -28.116098
#> LO-REDUCTION 1104 -28.056650 -28.116098
#> LO-REDUCTION 1106 -28.057806 -28.116098
#> LO-REDUCTION 1108 -28.059832 -28.116098
#> LO-REDUCTION 1110 -28.066912 -28.116098
#> EXTENSION 1112 -28.078282 -28.123130
#> EXTENSION 1114 -28.086244 -28.150819
#> LO-REDUCTION 1116 -28.087440 -28.150819
#> LO-REDUCTION 1118 -28.094533 -28.150819
#> LO-REDUCTION 1120 -28.098745 -28.150819
#> LO-REDUCTION 1122 -28.098918 -28.150819
#> LO-REDUCTION 1124 -28.099660 -28.150819
#> EXTENSION 1126 -28.105300 -28.163118
#> LO-REDUCTION 1128 -28.116098 -28.163118
#> LO-REDUCTION 1130 -28.123130 -28.163118
#> LO-REDUCTION 1132 -28.128563 -28.163118
#> LO-REDUCTION 1134 -28.131587 -28.163118
#> EXTENSION 1136 -28.137219 -28.175485
#> EXTENSION 1138 -28.138108 -28.184510
#> LO-REDUCTION 1140 -28.147716 -28.184510
#> LO-REDUCTION 1142 -28.148806 -28.184510
#> LO-REDUCTION 1144 -28.150819 -28.184510
#> HI-REDUCTION 1146 -28.152176 -28.184510
#> EXTENSION 1148 -28.157019 -28.196703
#> LO-REDUCTION 1150 -28.158614 -28.196703
#> LO-REDUCTION 1152 -28.163118 -28.196703
#> EXTENSION 1154 -28.170273 -28.204749
#> LO-REDUCTION 1156 -28.175485 -28.204749
#> LO-REDUCTION 1158 -28.176297 -28.204749
#> LO-REDUCTION 1160 -28.176981 -28.204749
#> LO-REDUCTION 1162 -28.182176 -28.204749
#> LO-REDUCTION 1164 -28.183994 -28.204749
#> LO-REDUCTION 1166 -28.184510 -28.204749
#> LO-REDUCTION 1168 -28.187783 -28.204749
#> REFLECTION 1170 -28.192476 -28.205041
#> LO-REDUCTION 1172 -28.194425 -28.205041
#> REFLECTION 1174 -28.196703 -28.205150
#> REFLECTION 1176 -28.198582 -28.207006
#> LO-REDUCTION 1178 -28.199697 -28.207006
#> LO-REDUCTION 1180 -28.200010 -28.207006
#> EXTENSION 1182 -28.200423 -28.213178
#> LO-REDUCTION 1184 -28.201226 -28.213178
#> LO-REDUCTION 1186 -28.201664 -28.213178
#> LO-REDUCTION 1188 -28.203106 -28.213178
#> LO-REDUCTION 1190 -28.204749 -28.213178
#> LO-REDUCTION 1192 -28.205041 -28.213178
#> LO-REDUCTION 1194 -28.205150 -28.213178
#> EXTENSION 1196 -28.206554 -28.214199
#> EXTENSION 1198 -28.207006 -28.216283
#> EXTENSION 1200 -28.207611 -28.218192
#> LO-REDUCTION 1202 -28.208757 -28.218192
#> EXTENSION 1204 -28.208835 -28.222433
#> LO-REDUCTION 1206 -28.209321 -28.222433
#> LO-REDUCTION 1208 -28.210945 -28.222433
#> LO-REDUCTION 1210 -28.211702 -28.222433
#> EXTENSION 1212 -28.213178 -28.224496
#> LO-REDUCTION 1214 -28.214199 -28.224496
#> HI-REDUCTION 1216 -28.216283 -28.224496
#> REFLECTION 1218 -28.217059 -28.225210
#> LO-REDUCTION 1220 -28.218192 -28.225210
#> LO-REDUCTION 1222 -28.219824 -28.225210
#> REFLECTION 1224 -28.220246 -28.226539
#> LO-REDUCTION 1226 -28.220356 -28.226539
#> LO-REDUCTION 1228 -28.221064 -28.226539
#> LO-REDUCTION 1230 -28.222433 -28.226539
#> LO-REDUCTION 1232 -28.224180 -28.226539
#> LO-REDUCTION 1234 -28.224496 -28.226539
#> REFLECTION 1236 -28.224606 -28.226796
#> LO-REDUCTION 1238 -28.224794 -28.226819
#> REFLECTION 1240 -28.224851 -28.227254
#> EXTENSION 1242 -28.225210 -28.228207
#> HI-REDUCTION 1244 -28.225327 -28.228207
#> LO-REDUCTION 1246 -28.226206 -28.228207
#> LO-REDUCTION 1248 -28.226347 -28.228207
#> HI-REDUCTION 1250 -28.226413 -28.228207
#> LO-REDUCTION 1252 -28.226539 -28.228207
#> REFLECTION 1254 -28.226796 -28.228327
#> EXTENSION 1256 -28.226819 -28.229088
#> LO-REDUCTION 1258 -28.226848 -28.229088
#> REFLECTION 1260 -28.227254 -28.229115
#> LO-REDUCTION 1262 -28.227288 -28.229115
#> LO-REDUCTION 1264 -28.227592 -28.229115
#> EXTENSION 1266 -28.227858 -28.230380
#> LO-REDUCTION 1268 -28.228027 -28.230380
#> LO-REDUCTION 1270 -28.228207 -28.230380
#> LO-REDUCTION 1272 -28.228327 -28.230380
#> LO-REDUCTION 1274 -28.228721 -28.230380
#> LO-REDUCTION 1276 -28.228742 -28.230380
#> LO-REDUCTION 1278 -28.228820 -28.230380
#> EXTENSION 1280 -28.229088 -28.230581
#> LO-REDUCTION 1282 -28.229115 -28.230581
#> LO-REDUCTION 1284 -28.229223 -28.230581
#> EXTENSION 1286 -28.229287 -28.231971
#> LO-REDUCTION 1288 -28.229804 -28.231971
#> LO-REDUCTION 1290 -28.229812 -28.231971
#> LO-REDUCTION 1292 -28.230033 -28.231971
#> LO-REDUCTION 1294 -28.230110 -28.231971
#> EXTENSION 1296 -28.230380 -28.233373
#> LO-REDUCTION 1298 -28.230482 -28.233373
#> LO-REDUCTION 1300 -28.230533 -28.233373
#> LO-REDUCTION 1302 -28.230581 -28.233373
#> LO-REDUCTION 1304 -28.231184 -28.233373
#> EXTENSION 1306 -28.231731 -28.234582
#> LO-REDUCTION 1308 -28.231825 -28.234582
#> LO-REDUCTION 1310 -28.231930 -28.234582
#> LO-REDUCTION 1312 -28.231971 -28.234582
#> EXTENSION 1314 -28.232427 -28.236715
#> LO-REDUCTION 1316 -28.232825 -28.236715
#> LO-REDUCTION 1318 -28.233130 -28.236715
#> LO-REDUCTION 1320 -28.233331 -28.236715
#> LO-REDUCTION 1322 -28.233373 -28.236715
#> EXTENSION 1324 -28.234209 -28.237205
#> EXTENSION 1326 -28.234286 -28.238428
#> EXTENSION 1328 -28.234503 -28.240150
#> LO-REDUCTION 1330 -28.234582 -28.240150
#> LO-REDUCTION 1332 -28.235765 -28.240150
#> LO-REDUCTION 1334 -28.236295 -28.240150
#> LO-REDUCTION 1336 -28.236435 -28.240150
#> REFLECTION 1338 -28.236713 -28.240545
#> LO-REDUCTION 1340 -28.236715 -28.240545
#> LO-REDUCTION 1342 -28.237205 -28.240545
#> REFLECTION 1344 -28.238428 -28.240763
#> LO-REDUCTION 1346 -28.238733 -28.240763
#> REFLECTION 1348 -28.239647 -28.241212
#> LO-REDUCTION 1350 -28.239718 -28.241212
#> LO-REDUCTION 1352 -28.240024 -28.241212
#> REFLECTION 1354 -28.240112 -28.241338
#> EXTENSION 1356 -28.240130 -28.242290
#> LO-REDUCTION 1358 -28.240150 -28.242290
#> LO-REDUCTION 1360 -28.240482 -28.242290
#> LO-REDUCTION 1362 -28.240545 -28.242290
#> LO-REDUCTION 1364 -28.240763 -28.242290
#> LO-REDUCTION 1366 -28.240936 -28.242290
#> LO-REDUCTION 1368 -28.241199 -28.242290
#> LO-REDUCTION 1370 -28.241212 -28.242290
#> REFLECTION 1372 -28.241338 -28.242402
#> LO-REDUCTION 1374 -28.241624 -28.242402
#> LO-REDUCTION 1376 -28.241783 -28.242402
#> LO-REDUCTION 1378 -28.241963 -28.242402
#> LO-REDUCTION 1380 -28.242006 -28.242402
#> LO-REDUCTION 1382 -28.242010 -28.242402
#> REFLECTION 1384 -28.242055 -28.242449
#> REFLECTION 1386 -28.242146 -28.242551
#> LO-REDUCTION 1388 -28.242201 -28.242551
#> REFLECTION 1390 -28.242290 -28.242605
#> LO-REDUCTION 1392 -28.242290 -28.242605
#> LO-REDUCTION 1394 -28.242305 -28.242605
#> LO-REDUCTION 1396 -28.242305 -28.242605
#> REFLECTION 1398 -28.242400 -28.242688
#> LO-REDUCTION 1400 -28.242402 -28.242688
#> LO-REDUCTION 1402 -28.242449 -28.242688
#> LO-REDUCTION 1404 -28.242518 -28.242688
#> LO-REDUCTION 1406 -28.242519 -28.242688
#> LO-REDUCTION 1408 -28.242542 -28.242688
#> REFLECTION 1410 -28.242551 -28.242711
#> REFLECTION 1412 -28.242565 -28.242731
#> EXTENSION 1414 -28.242595 -28.242906
#> LO-REDUCTION 1416 -28.242605 -28.242906
#> LO-REDUCTION 1418 -28.242637 -28.242906
#> LO-REDUCTION 1420 -28.242651 -28.242906
#> HI-REDUCTION 1422 -28.242672 -28.242906
#> LO-REDUCTION 1424 -28.242676 -28.242906
#> LO-REDUCTION 1426 -28.242688 -28.242906
#> LO-REDUCTION 1428 -28.242711 -28.242906
#> LO-REDUCTION 1430 -28.242731 -28.242906
#> EXTENSION 1432 -28.242748 -28.243048
#> LO-REDUCTION 1434 -28.242770 -28.243048
#> LO-REDUCTION 1436 -28.242779 -28.243048
#> LO-REDUCTION 1438 -28.242811 -28.243048
#> LO-REDUCTION 1440 -28.242822 -28.243048
#> EXTENSION 1442 -28.242827 -28.243196
#> LO-REDUCTION 1444 -28.242892 -28.243196
#> LO-REDUCTION 1446 -28.242899 -28.243196
#> LO-REDUCTION 1448 -28.242906 -28.243196
#> LO-REDUCTION 1450 -28.242928 -28.243196
#> EXTENSION 1452 -28.242960 -28.243288
#> LO-REDUCTION 1454 -28.242968 -28.243288
#> EXTENSION 1456 -28.243019 -28.243445
#> LO-REDUCTION 1458 -28.243048 -28.243445
#> LO-REDUCTION 1460 -28.243091 -28.243445
#> LO-REDUCTION 1462 -28.243124 -28.243445
#> LO-REDUCTION 1464 -28.243131 -28.243445
#> REFLECTION 1466 -28.243195 -28.243453
#> LO-REDUCTION 1468 -28.243196 -28.243453
#> REFLECTION 1470 -28.243227 -28.243481
#> LO-REDUCTION 1472 -28.243283 -28.243481
#> EXTENSION 1474 -28.243288 -28.243582
#> EXTENSION 1476 -28.243393 -28.243663
#> LO-REDUCTION 1478 -28.243402 -28.243663
#> LO-REDUCTION 1480 -28.243417 -28.243663
#> LO-REDUCTION 1482 -28.243427 -28.243663
#> LO-REDUCTION 1484 -28.243438 -28.243663
#> LO-REDUCTION 1486 -28.243445 -28.243663
#> LO-REDUCTION 1488 -28.243453 -28.243663
#> LO-REDUCTION 1490 -28.243481 -28.243663
#> LO-REDUCTION 1492 -28.243500 -28.243663
#> EXTENSION 1494 -28.243542 -28.243727
#> LO-REDUCTION 1496 -28.243575 -28.243727
#> LO-REDUCTION 1498 -28.243582 -28.243727
#> LO-REDUCTION 1500 -28.243589 -28.243727
#> EXTENSION 1502 -28.243605 -28.243790
#> LO-REDUCTION 1504 -28.243639 -28.243790
#> LO-REDUCTION 1506 -28.243642 -28.243790
#> LO-REDUCTION 1508 -28.243655 -28.243790
#> LO-REDUCTION 1510 -28.243663 -28.243790
#> LO-REDUCTION 1512 -28.243669 -28.243790
#> EXTENSION 1514 -28.243685 -28.243809
#> REFLECTION 1516 -28.243688 -28.243815
#> LO-REDUCTION 1518 -28.243727 -28.243815
#> REFLECTION 1520 -28.243731 -28.243821
#> REFLECTION 1522 -28.243742 -28.243825
#> EXTENSION 1524 -28.243742 -28.243900
#> LO-REDUCTION 1526 -28.243762 -28.243900
#> LO-REDUCTION 1528 -28.243769 -28.243900
#> LO-REDUCTION 1530 -28.243790 -28.243900
#> LO-REDUCTION 1532 -28.243806 -28.243900
#> LO-REDUCTION 1534 -28.243809 -28.243900
#> LO-REDUCTION 1536 -28.243815 -28.243900
#> LO-REDUCTION 1538 -28.243821 -28.243900
#> REFLECTION 1540 -28.243825 -28.243900
#> REFLECTION 1542 -28.243850 -28.243916
#> EXTENSION 1544 -28.243851 -28.243946
#> EXTENSION 1546 -28.243860 -28.243970
#> LO-REDUCTION 1548 -28.243876 -28.243970
#> EXTENSION 1550 -28.243877 -28.244017
#> LO-REDUCTION 1552 -28.243891 -28.244017
#> LO-REDUCTION 1554 -28.243892 -28.244017
#> LO-REDUCTION 1556 -28.243900 -28.244017
#> EXTENSION 1558 -28.243900 -28.244100
#> LO-REDUCTION 1560 -28.243916 -28.244100
#> LO-REDUCTION 1562 -28.243946 -28.244100
#> LO-REDUCTION 1564 -28.243957 -28.244100
#> LO-REDUCTION 1566 -28.243970 -28.244100
#> EXTENSION 1568 -28.243983 -28.244170
#> LO-REDUCTION 1570 -28.243985 -28.244170
#> EXTENSION 1572 -28.244004 -28.244277
#> LO-REDUCTION 1574 -28.244017 -28.244277
#> LO-REDUCTION 1576 -28.244033 -28.244277
#> LO-REDUCTION 1578 -28.244059 -28.244277
#> EXTENSION 1580 -28.244072 -28.244357
#> LO-REDUCTION 1582 -28.244079 -28.244357
#> LO-REDUCTION 1584 -28.244100 -28.244357
#> EXTENSION 1586 -28.244166 -28.244485
#> LO-REDUCTION 1588 -28.244170 -28.244485
#> EXTENSION 1590 -28.244199 -28.244696
#> LO-REDUCTION 1592 -28.244202 -28.244696
#> LO-REDUCTION 1594 -28.244262 -28.244696
#> LO-REDUCTION 1596 -28.244277 -28.244696
#> LO-REDUCTION 1598 -28.244312 -28.244696
#> EXTENSION 1600 -28.244345 -28.244887
#> LO-REDUCTION 1602 -28.244357 -28.244887
#> LO-REDUCTION 1604 -28.244419 -28.244887
#> EXTENSION 1606 -28.244485 -28.245291
#> LO-REDUCTION 1608 -28.244586 -28.245291
#> LO-REDUCTION 1610 -28.244599 -28.245291
#> LO-REDUCTION 1612 -28.244625 -28.245291
#> LO-REDUCTION 1614 -28.244634 -28.245291
#> EXTENSION 1616 -28.244696 -28.245595
#> LO-REDUCTION 1618 -28.244846 -28.245595
#> LO-REDUCTION 1620 -28.244853 -28.245595
#> LO-REDUCTION 1622 -28.244887 -28.245595
#> EXTENSION 1624 -28.245036 -28.246061
#> LO-REDUCTION 1626 -28.245042 -28.246061
#> LO-REDUCTION 1628 -28.245070 -28.246061
#> LO-REDUCTION 1630 -28.245216 -28.246061
#> LO-REDUCTION 1632 -28.245291 -28.246061
#> LO-REDUCTION 1634 -28.245344 -28.246061
#> EXTENSION 1636 -28.245492 -28.246551
#> LO-REDUCTION 1638 -28.245513 -28.246551
#> LO-REDUCTION 1640 -28.245514 -28.246551
#> LO-REDUCTION 1642 -28.245595 -28.246551
#> EXTENSION 1644 -28.245915 -28.247014
#> LO-REDUCTION 1646 -28.245930 -28.247014
#> LO-REDUCTION 1648 -28.245967 -28.247014
#> LO-REDUCTION 1650 -28.245987 -28.247014
#> EXTENSION 1652 -28.246061 -28.247126
#> REFLECTION 1654 -28.246213 -28.247184
#> EXTENSION 1656 -28.246489 -28.247614
#> LO-REDUCTION 1658 -28.246494 -28.247614
#> LO-REDUCTION 1660 -28.246551 -28.247614
#> LO-REDUCTION 1662 -28.246619 -28.247614
#> EXTENSION 1664 -28.246774 -28.248108
#> LO-REDUCTION 1666 -28.246941 -28.248108
#> LO-REDUCTION 1668 -28.247014 -28.248108
#> LO-REDUCTION 1670 -28.247126 -28.248108
#> LO-REDUCTION 1672 -28.247184 -28.248108
#> LO-REDUCTION 1674 -28.247201 -28.248108
#> LO-REDUCTION 1676 -28.247401 -28.248108
#> LO-REDUCTION 1678 -28.247450 -28.248108
#> LO-REDUCTION 1680 -28.247525 -28.248108
#> LO-REDUCTION 1682 -28.247565 -28.248108
#> LO-REDUCTION 1684 -28.247610 -28.248108
#> LO-REDUCTION 1686 -28.247614 -28.248108
#> LO-REDUCTION 1688 -28.247720 -28.248108
#> EXTENSION 1690 -28.247776 -28.248453
#> LO-REDUCTION 1692 -28.247849 -28.248453
#> LO-REDUCTION 1694 -28.247951 -28.248453
#> LO-REDUCTION 1696 -28.247964 -28.248453
#> LO-REDUCTION 1698 -28.248065 -28.248453
#> LO-REDUCTION 1700 -28.248087 -28.248453
#> EXTENSION 1702 -28.248100 -28.248545
#> LO-REDUCTION 1704 -28.248104 -28.248545
#> LO-REDUCTION 1706 -28.248108 -28.248545
#> LO-REDUCTION 1708 -28.248188 -28.248545
#> LO-REDUCTION 1710 -28.248240 -28.248545
#> EXTENSION 1712 -28.248277 -28.248695
#> LO-REDUCTION 1714 -28.248389 -28.248695
#> LO-REDUCTION 1716 -28.248409 -28.248695
#> REFLECTION 1718 -28.248424 -28.248715
#> LO-REDUCTION 1720 -28.248453 -28.248715
#> LO-REDUCTION 1722 -28.248493 -28.248715
#> REFLECTION 1724 -28.248500 -28.248722
#> REFLECTION 1726 -28.248528 -28.248779
#> EXTENSION 1728 -28.248545 -28.248950
#> LO-REDUCTION 1730 -28.248635 -28.248950
#> LO-REDUCTION 1732 -28.248679 -28.248950
#> LO-REDUCTION 1734 -28.248682 -28.248950
#> LO-REDUCTION 1736 -28.248694 -28.248950
#> LO-REDUCTION 1738 -28.248695 -28.248950
#> EXTENSION 1740 -28.248715 -28.249048
#> LO-REDUCTION 1742 -28.248722 -28.249048
#> LO-REDUCTION 1744 -28.248744 -28.249048
#> EXTENSION 1746 -28.248779 -28.249223
#> LO-REDUCTION 1748 -28.248815 -28.249223
#> LO-REDUCTION 1750 -28.248861 -28.249223
#> LO-REDUCTION 1752 -28.248867 -28.249223
#> EXTENSION 1754 -28.248894 -28.249408
#> LO-REDUCTION 1756 -28.248913 -28.249408
#> EXTENSION 1758 -28.248925 -28.249652
#> LO-REDUCTION 1760 -28.248950 -28.249652
#> LO-REDUCTION 1762 -28.249048 -28.249652
#> LO-REDUCTION 1764 -28.249097 -28.249652
#> EXTENSION 1766 -28.249170 -28.249897
#> LO-REDUCTION 1768 -28.249192 -28.249897
#> LO-REDUCTION 1770 -28.249223 -28.249897
#> EXTENSION 1772 -28.249328 -28.250326
#> LO-REDUCTION 1774 -28.249408 -28.250326
#> EXTENSION 1776 -28.249493 -28.250736
#> LO-REDUCTION 1778 -28.249599 -28.250736
#> LO-REDUCTION 1780 -28.249647 -28.250736
#> LO-REDUCTION 1782 -28.249652 -28.250736
#> LO-REDUCTION 1784 -28.249852 -28.250736
#> EXTENSION 1786 -28.249864 -28.251036
#> LO-REDUCTION 1788 -28.249897 -28.251036
#> EXTENSION 1790 -28.250163 -28.251373
#> LO-REDUCTION 1792 -28.250192 -28.251373
#> LO-REDUCTION 1794 -28.250326 -28.251373
#> LO-REDUCTION 1796 -28.250340 -28.251373
#> EXTENSION 1798 -28.250408 -28.251900
#> LO-REDUCTION 1800 -28.250697 -28.251900
#> LO-REDUCTION 1802 -28.250736 -28.251900
#> LO-REDUCTION 1804 -28.250800 -28.251900
#> EXTENSION 1806 -28.251036 -28.252022
#> LO-REDUCTION 1808 -28.251103 -28.252022
#> LO-REDUCTION 1810 -28.251146 -28.252022
#> LO-REDUCTION 1812 -28.251162 -28.252022
#> LO-REDUCTION 1814 -28.251362 -28.252022
#> EXTENSION 1816 -28.251373 -28.252287
#> LO-REDUCTION 1818 -28.251601 -28.252287
#> LO-REDUCTION 1820 -28.251608 -28.252287
#> EXTENSION 1822 -28.251728 -28.252496
#> LO-REDUCTION 1824 -28.251775 -28.252496
#> LO-REDUCTION 1826 -28.251830 -28.252496
#> LO-REDUCTION 1828 -28.251900 -28.252496
#> LO-REDUCTION 1830 -28.251928 -28.252496
#> LO-REDUCTION 1832 -28.252022 -28.252496
#> EXTENSION 1834 -28.252103 -28.252561
#> LO-REDUCTION 1836 -28.252118 -28.252561
#> EXTENSION 1838 -28.252238 -28.252877
#> LO-REDUCTION 1840 -28.252251 -28.252877
#> LO-REDUCTION 1842 -28.252287 -28.252877
#> LO-REDUCTION 1844 -28.252344 -28.252877
#> LO-REDUCTION 1846 -28.252399 -28.252877
#> LO-REDUCTION 1848 -28.252444 -28.252877
#> LO-REDUCTION 1850 -28.252496 -28.252877
#> LO-REDUCTION 1852 -28.252501 -28.252877
#> EXTENSION 1854 -28.252561 -28.253085
#> LO-REDUCTION 1856 -28.252572 -28.253085
#> EXTENSION 1858 -28.252712 -28.253290
#> LO-REDUCTION 1860 -28.252723 -28.253290
#> LO-REDUCTION 1862 -28.252746 -28.253290
#> LO-REDUCTION 1864 -28.252758 -28.253290
#> LO-REDUCTION 1866 -28.252761 -28.253290
#> LO-REDUCTION 1868 -28.252792 -28.253290
#> EXTENSION 1870 -28.252877 -28.253351
#> LO-REDUCTION 1872 -28.252889 -28.253351
#> EXTENSION 1874 -28.253040 -28.253626
#> LO-REDUCTION 1876 -28.253085 -28.253626
#> LO-REDUCTION 1878 -28.253103 -28.253626
#> LO-REDUCTION 1880 -28.253134 -28.253626
#> LO-REDUCTION 1882 -28.253145 -28.253626
#> LO-REDUCTION 1884 -28.253184 -28.253626
#> REFLECTION 1886 -28.253274 -28.253682
#> REFLECTION 1888 -28.253290 -28.253703
#> LO-REDUCTION 1890 -28.253351 -28.253703
#> LO-REDUCTION 1892 -28.253452 -28.253703
#> LO-REDUCTION 1894 -28.253471 -28.253703
#> EXTENSION 1896 -28.253495 -28.253894
#> LO-REDUCTION 1898 -28.253524 -28.253894
#> LO-REDUCTION 1900 -28.253583 -28.253894
#> LO-REDUCTION 1902 -28.253596 -28.253894
#> LO-REDUCTION 1904 -28.253626 -28.253894
#> LO-REDUCTION 1906 -28.253641 -28.253894
#> EXTENSION 1908 -28.253669 -28.254124
#> LO-REDUCTION 1910 -28.253682 -28.254124
#> LO-REDUCTION 1912 -28.253703 -28.254124
#> LO-REDUCTION 1914 -28.253739 -28.254124
#> EXTENSION 1916 -28.253819 -28.254211
#> LO-REDUCTION 1918 -28.253829 -28.254211
#> LO-REDUCTION 1920 -28.253833 -28.254211
#> LO-REDUCTION 1922 -28.253858 -28.254211
#> EXTENSION 1924 -28.253894 -28.254427
#> LO-REDUCTION 1926 -28.253989 -28.254427
#> LO-REDUCTION 1928 -28.253997 -28.254427
#> EXTENSION 1930 -28.254026 -28.254520
#> EXTENSION 1932 -28.254106 -28.254603
#> EXTENSION 1934 -28.254124 -28.254623
#> LO-REDUCTION 1936 -28.254174 -28.254623
#> REFLECTION 1938 -28.254186 -28.254703
#> LO-REDUCTION 1940 -28.254211 -28.254703
#> REFLECTION 1942 -28.254414 -28.254787
#> LO-REDUCTION 1944 -28.254416 -28.254787
#> LO-REDUCTION 1946 -28.254427 -28.254787
#> LO-REDUCTION 1948 -28.254520 -28.254787
#> LO-REDUCTION 1950 -28.254551 -28.254787
#> REFLECTION 1952 -28.254603 -28.254821
#> HI-REDUCTION 1954 -28.254623 -28.254821
#> LO-REDUCTION 1956 -28.254632 -28.254821
#> LO-REDUCTION 1958 -28.254638 -28.254821
#> EXTENSION 1960 -28.254703 -28.254934
#> LO-REDUCTION 1962 -28.254703 -28.254934
#> LO-REDUCTION 1964 -28.254723 -28.254934
#> LO-REDUCTION 1966 -28.254736 -28.254934
#> LO-REDUCTION 1968 -28.254736 -28.254934
#> LO-REDUCTION 1970 -28.254762 -28.254934
#> EXTENSION 1972 -28.254775 -28.254988
#> EXTENSION 1974 -28.254787 -28.255097
#> LO-REDUCTION 1976 -28.254819 -28.255097
#> EXTENSION 1978 -28.254821 -28.255200
#> LO-REDUCTION 1980 -28.254855 -28.255200
#> LO-REDUCTION 1982 -28.254883 -28.255200
#> LO-REDUCTION 1984 -28.254886 -28.255200
#> LO-REDUCTION 1986 -28.254907 -28.255200
#> LO-REDUCTION 1988 -28.254934 -28.255200
#> LO-REDUCTION 1990 -28.254988 -28.255200
#> EXTENSION 1992 -28.255036 -28.255370
#> LO-REDUCTION 1994 -28.255039 -28.255370
#> LO-REDUCTION 1996 -28.255097 -28.255370
#> LO-REDUCTION 1998 -28.255116 -28.255370
#> LO-REDUCTION 2000 -28.255126 -28.255370
#> LO-REDUCTION 2002 -28.255159 -28.255370
#> LO-REDUCTION 2004 -28.255170 -28.255370
#> LO-REDUCTION 2006 -28.255172 -28.255370
#> EXTENSION 2008 -28.255200 -28.255518
#> LO-REDUCTION 2010 -28.255227 -28.255518
#> LO-REDUCTION 2012 -28.255304 -28.255518
#> LO-REDUCTION 2014 -28.255320 -28.255518
#> EXTENSION 2016 -28.255328 -28.255607
#> LO-REDUCTION 2018 -28.255351 -28.255607
#> LO-REDUCTION 2020 -28.255352 -28.255607
#> LO-REDUCTION 2022 -28.255369 -28.255607
#> LO-REDUCTION 2024 -28.255370 -28.255607
#> REFLECTION 2026 -28.255407 -28.255620
#> EXTENSION 2028 -28.255471 -28.255700
#> EXTENSION 2030 -28.255495 -28.255802
#> LO-REDUCTION 2032 -28.255518 -28.255802
#> LO-REDUCTION 2034 -28.255550 -28.255802
#> LO-REDUCTION 2036 -28.255580 -28.255802
#> LO-REDUCTION 2038 -28.255590 -28.255802
#> EXTENSION 2040 -28.255595 -28.255835
#> LO-REDUCTION 2042 -28.255607 -28.255835
#> LO-REDUCTION 2044 -28.255620 -28.255835
#> LO-REDUCTION 2046 -28.255669 -28.255835
#> REFLECTION 2048 -28.255700 -28.255872
#> EXTENSION 2050 -28.255751 -28.256008
#> LO-REDUCTION 2052 -28.255753 -28.256008
#> LO-REDUCTION 2054 -28.255772 -28.256008
#> LO-REDUCTION 2056 -28.255796 -28.256008
#> LO-REDUCTION 2058 -28.255799 -28.256008
#> LO-REDUCTION 2060 -28.255802 -28.256008
#> LO-REDUCTION 2062 -28.255823 -28.256008
#> LO-REDUCTION 2064 -28.255835 -28.256008
#> REFLECTION 2066 -28.255872 -28.256015
#> REFLECTION 2068 -28.255895 -28.256027
#> LO-REDUCTION 2070 -28.255938 -28.256027
#> REFLECTION 2072 -28.255945 -28.256034
#> LO-REDUCTION 2074 -28.255960 -28.256034
#> EXTENSION 2076 -28.255978 -28.256071
#> LO-REDUCTION 2078 -28.255985 -28.256071
#> LO-REDUCTION 2080 -28.255988 -28.256071
#> EXTENSION 2082 -28.256008 -28.256105
#> LO-REDUCTION 2084 -28.256015 -28.256105
#> HI-REDUCTION 2086 -28.256019 -28.256105
#> LO-REDUCTION 2088 -28.256020 -28.256105
#> EXTENSION 2090 -28.256027 -28.256137
#> LO-REDUCTION 2092 -28.256034 -28.256137
#> LO-REDUCTION 2094 -28.256045 -28.256137
#> LO-REDUCTION 2096 -28.256049 -28.256137
#> LO-REDUCTION 2098 -28.256049 -28.256137
#> LO-REDUCTION 2100 -28.256063 -28.256137
#> EXTENSION 2102 -28.256071 -28.256145
#> EXTENSION 2104 -28.256080 -28.256168
#> REFLECTION 2106 -28.256088 -28.256169
#> EXTENSION 2108 -28.256105 -28.256195
#> LO-REDUCTION 2110 -28.256106 -28.256195
#> EXTENSION 2112 -28.256123 -28.256251
#> LO-REDUCTION 2114 -28.256124 -28.256251
#> LO-REDUCTION 2116 -28.256131 -28.256251
#> LO-REDUCTION 2118 -28.256137 -28.256251
#> LO-REDUCTION 2120 -28.256145 -28.256251
#> LO-REDUCTION 2122 -28.256168 -28.256251
#> LO-REDUCTION 2124 -28.256169 -28.256251
#> LO-REDUCTION 2126 -28.256177 -28.256251
#> EXTENSION 2128 -28.256179 -28.256305
#> LO-REDUCTION 2130 -28.256195 -28.256305
#> LO-REDUCTION 2132 -28.256205 -28.256305
#> LO-REDUCTION 2134 -28.256220 -28.256305
#> LO-REDUCTION 2136 -28.256229 -28.256305
#> LO-REDUCTION 2138 -28.256230 -28.256305
#> EXTENSION 2140 -28.256232 -28.256353
#> LO-REDUCTION 2142 -28.256239 -28.256353
#> LO-REDUCTION 2144 -28.256251 -28.256353
#> EXTENSION 2146 -28.256256 -28.256376
#> LO-REDUCTION 2148 -28.256272 -28.256376
#> EXTENSION 2150 -28.256285 -28.256402
#> EXTENSION 2152 -28.256286 -28.256451
#> EXTENSION 2154 -28.256296 -28.256531
#> LO-REDUCTION 2156 -28.256305 -28.256531
#> LO-REDUCTION 2158 -28.256343 -28.256531
#> EXTENSION 2160 -28.256347 -28.256583
#> LO-REDUCTION 2162 -28.256353 -28.256583
#> LO-REDUCTION 2164 -28.256367 -28.256583
#> EXTENSION 2166 -28.256376 -28.256590
#> EXTENSION 2168 -28.256402 -28.256695
#> EXTENSION 2170 -28.256451 -28.256789
#> EXTENSION 2172 -28.256503 -28.256921
#> LO-REDUCTION 2174 -28.256509 -28.256921
#> LO-REDUCTION 2176 -28.256529 -28.256921
#> LO-REDUCTION 2178 -28.256531 -28.256921
#> LO-REDUCTION 2180 -28.256573 -28.256921
#> EXTENSION 2182 -28.256583 -28.256977
#> LO-REDUCTION 2184 -28.256590 -28.256977
#> REFLECTION 2186 -28.256695 -28.256989
#> REFLECTION 2188 -28.256788 -28.257037
#> EXTENSION 2190 -28.256789 -28.257213
#> LO-REDUCTION 2192 -28.256792 -28.257213
#> LO-REDUCTION 2194 -28.256817 -28.257213
#> EXTENSION 2196 -28.256887 -28.257383
#> LO-REDUCTION 2198 -28.256921 -28.257383
#> LO-REDUCTION 2200 -28.256958 -28.257383
#> LO-REDUCTION 2202 -28.256977 -28.257383
#> LO-REDUCTION 2204 -28.256989 -28.257383
#> LO-REDUCTION 2206 -28.257037 -28.257383
#> LO-REDUCTION 2208 -28.257055 -28.257383
#> LO-REDUCTION 2210 -28.257147 -28.257383
#> EXTENSION 2212 -28.257176 -28.257490
#> EXTENSION 2214 -28.257203 -28.257621
#> LO-REDUCTION 2216 -28.257213 -28.257621
#> LO-REDUCTION 2218 -28.257291 -28.257621
#> LO-REDUCTION 2220 -28.257335 -28.257621
#> LO-REDUCTION 2222 -28.257340 -28.257621
#> EXTENSION 2224 -28.257346 -28.257719
#> LO-REDUCTION 2226 -28.257358 -28.257719
#> LO-REDUCTION 2228 -28.257383 -28.257719
#> REFLECTION 2230 -28.257490 -28.257721
#> LO-REDUCTION 2232 -28.257521 -28.257721
#> EXTENSION 2234 -28.257534 -28.257795
#> EXTENSION 2236 -28.257540 -28.257867
#> EXTENSION 2238 -28.257574 -28.258036
#> LO-REDUCTION 2240 -28.257621 -28.258036
#> LO-REDUCTION 2242 -28.257655 -28.258036
#> LO-REDUCTION 2244 -28.257666 -28.258036
#> LO-REDUCTION 2246 -28.257698 -28.258036
#> LO-REDUCTION 2248 -28.257719 -28.258036
#> LO-REDUCTION 2250 -28.257721 -28.258036
#> EXTENSION 2252 -28.257795 -28.258108
#> EXTENSION 2254 -28.257848 -28.258191
#> LO-REDUCTION 2256 -28.257867 -28.258191
#> LO-REDUCTION 2258 -28.257894 -28.258191
#> LO-REDUCTION 2260 -28.257915 -28.258191
#> EXTENSION 2262 -28.257949 -28.258302
#> EXTENSION 2264 -28.257953 -28.258408
#> LO-REDUCTION 2266 -28.257959 -28.258408
#> EXTENSION 2268 -28.258036 -28.258505
#> LO-REDUCTION 2270 -28.258077 -28.258505
#> LO-REDUCTION 2272 -28.258108 -28.258505
#> LO-REDUCTION 2274 -28.258146 -28.258505
#> LO-REDUCTION 2276 -28.258178 -28.258505
#> REFLECTION 2278 -28.258191 -28.258527
#> LO-REDUCTION 2280 -28.258288 -28.258527
#> LO-REDUCTION 2282 -28.258302 -28.258527
#> LO-REDUCTION 2284 -28.258306 -28.258527
#> EXTENSION 2286 -28.258394 -28.258584
#> LO-REDUCTION 2288 -28.258408 -28.258584
#> LO-REDUCTION 2290 -28.258417 -28.258584
#> EXTENSION 2292 -28.258432 -28.258633
#> EXTENSION 2294 -28.258466 -28.258714
#> LO-REDUCTION 2296 -28.258471 -28.258714
#> LO-REDUCTION 2298 -28.258505 -28.258714
#> LO-REDUCTION 2300 -28.258518 -28.258714
#> EXTENSION 2302 -28.258522 -28.258846
#> LO-REDUCTION 2304 -28.258527 -28.258846
#> LO-REDUCTION 2306 -28.258533 -28.258846
#> LO-REDUCTION 2308 -28.258584 -28.258846
#> LO-REDUCTION 2310 -28.258614 -28.258846
#> LO-REDUCTION 2312 -28.258633 -28.258846
#> LO-REDUCTION 2314 -28.258658 -28.258846
#> LO-REDUCTION 2316 -28.258670 -28.258846
#> EXTENSION 2318 -28.258695 -28.258935
#> LO-REDUCTION 2320 -28.258711 -28.258935
#> LO-REDUCTION 2322 -28.258714 -28.258935
#> LO-REDUCTION 2324 -28.258724 -28.258935
#> EXTENSION 2326 -28.258756 -28.259096
#> LO-REDUCTION 2328 -28.258804 -28.259096
#> LO-REDUCTION 2330 -28.258808 -28.259096
#> LO-REDUCTION 2332 -28.258830 -28.259096
#> EXTENSION 2334 -28.258846 -28.259196
#> LO-REDUCTION 2336 -28.258917 -28.259196
#> EXTENSION 2338 -28.258923 -28.259294
#> LO-REDUCTION 2340 -28.258935 -28.259294
#> LO-REDUCTION 2342 -28.258935 -28.259294
#> REFLECTION 2344 -28.258993 -28.259306
#> LO-REDUCTION 2346 -28.259055 -28.259306
#> LO-REDUCTION 2348 -28.259092 -28.259306
#> LO-REDUCTION 2350 -28.259096 -28.259306
#> LO-REDUCTION 2352 -28.259100 -28.259306
#> EXTENSION 2354 -28.259196 -28.259414
#> LO-REDUCTION 2356 -28.259205 -28.259414
#> LO-REDUCTION 2358 -28.259260 -28.259414
#> LO-REDUCTION 2360 -28.259261 -28.259414
#> EXTENSION 2362 -28.259266 -28.259538
#> LO-REDUCTION 2364 -28.259281 -28.259538
#> LO-REDUCTION 2366 -28.259294 -28.259538
#> LO-REDUCTION 2368 -28.259298 -28.259538
#> LO-REDUCTION 2370 -28.259306 -28.259538
#> EXTENSION 2372 -28.259381 -28.259612
#> LO-REDUCTION 2374 -28.259390 -28.259612
#> LO-REDUCTION 2376 -28.259406 -28.259612
#> LO-REDUCTION 2378 -28.259414 -28.259612
#> REFLECTION 2380 -28.259436 -28.259620
#> EXTENSION 2382 -28.259479 -28.259747
#> LO-REDUCTION 2384 -28.259481 -28.259747
#> LO-REDUCTION 2386 -28.259504 -28.259747
#> LO-REDUCTION 2388 -28.259538 -28.259747
#> LO-REDUCTION 2390 -28.259539 -28.259747
#> EXTENSION 2392 -28.259597 -28.259860
#> LO-REDUCTION 2394 -28.259598 -28.259860
#> LO-REDUCTION 2396 -28.259612 -28.259860
#> EXTENSION 2398 -28.259620 -28.259924
#> LO-REDUCTION 2400 -28.259684 -28.259924
#> LO-REDUCTION 2402 -28.259700 -28.259924
#> LO-REDUCTION 2404 -28.259714 -28.259924
#> EXTENSION 2406 -28.259721 -28.260014
#> LO-REDUCTION 2408 -28.259747 -28.260014
#> LO-REDUCTION 2410 -28.259763 -28.260014
#> EXTENSION 2412 -28.259764 -28.260068
#> LO-REDUCTION 2414 -28.259860 -28.260068
#> LO-REDUCTION 2416 -28.259861 -28.260068
#> LO-REDUCTION 2418 -28.259890 -28.260068
#> LO-REDUCTION 2420 -28.259906 -28.260068
#> LO-REDUCTION 2422 -28.259914 -28.260068
#> REFLECTION 2424 -28.259920 -28.260070
#> LO-REDUCTION 2426 -28.259924 -28.260070
#> LO-REDUCTION 2428 -28.259975 -28.260071
#> REFLECTION 2430 -28.260004 -28.260099
#> LO-REDUCTION 2432 -28.260014 -28.260099
#> LO-REDUCTION 2434 -28.260023 -28.260099
#> EXTENSION 2436 -28.260049 -28.260134
#> LO-REDUCTION 2438 -28.260056 -28.260134
#> EXTENSION 2440 -28.260064 -28.260174
#> LO-REDUCTION 2442 -28.260068 -28.260174
#> LO-REDUCTION 2444 -28.260070 -28.260174
#> LO-REDUCTION 2446 -28.260071 -28.260174
#> LO-REDUCTION 2448 -28.260086 -28.260174
#> EXTENSION 2450 -28.260090 -28.260200
#> LO-REDUCTION 2452 -28.260099 -28.260200
#> LO-REDUCTION 2454 -28.260118 -28.260200
#> LO-REDUCTION 2456 -28.260124 -28.260200
#> EXTENSION 2458 -28.260130 -28.260253
#> LO-REDUCTION 2460 -28.260131 -28.260253
#> LO-REDUCTION 2462 -28.260134 -28.260253
#> EXTENSION 2464 -28.260174 -28.260287
#> LO-REDUCTION 2466 -28.260174 -28.260287
#> LO-REDUCTION 2468 -28.260174 -28.260287
#> LO-REDUCTION 2470 -28.260191 -28.260287
#> EXTENSION 2472 -28.260198 -28.260338
#> LO-REDUCTION 2474 -28.260200 -28.260338
#> LO-REDUCTION 2476 -28.260201 -28.260338
#> EXTENSION 2478 -28.260238 -28.260356
#> LO-REDUCTION 2480 -28.260252 -28.260356
#> EXTENSION 2482 -28.260253 -28.260426
#> LO-REDUCTION 2484 -28.260255 -28.260426
#> LO-REDUCTION 2486 -28.260275 -28.260426
#> LO-REDUCTION 2488 -28.260287 -28.260426
#> LO-REDUCTION 2490 -28.260292 -28.260426
#> LO-REDUCTION 2492 -28.260324 -28.260426
#> LO-REDUCTION 2494 -28.260332 -28.260426
#> EXTENSION 2496 -28.260338 -28.260504
#> LO-REDUCTION 2498 -28.260356 -28.260504
#> LO-REDUCTION 2500 -28.260364 -28.260504
#> LO-REDUCTION 2502 -28.260391 -28.260504
#> LO-REDUCTION 2504 -28.260395 -28.260504
#> LO-REDUCTION 2506 -28.260399 -28.260504
#> LO-REDUCTION 2508 -28.260405 -28.260504
#> EXTENSION 2510 -28.260412 -28.260526
#> EXTENSION 2512 -28.260412 -28.260565
#> LO-REDUCTION 2514 -28.260426 -28.260565
#> LO-REDUCTION 2516 -28.260447 -28.260565
#> EXTENSION 2518 -28.260452 -28.260623
#> LO-REDUCTION 2520 -28.260478 -28.260623
#> LO-REDUCTION 2522 -28.260480 -28.260623
#> LO-REDUCTION 2524 -28.260490 -28.260623
#> EXTENSION 2526 -28.260504 -28.260628
#> LO-REDUCTION 2528 -28.260525 -28.260628
#> REFLECTION 2530 -28.260526 -28.260639
#> REFLECTION 2532 -28.260543 -28.260647
#> LO-REDUCTION 2534 -28.260565 -28.260647
#> LO-REDUCTION 2536 -28.260572 -28.260647
#> EXTENSION 2538 -28.260610 -28.260706
#> LO-REDUCTION 2540 -28.260616 -28.260706
#> LO-REDUCTION 2542 -28.260616 -28.260706
#> LO-REDUCTION 2544 -28.260623 -28.260706
#> LO-REDUCTION 2546 -28.260628 -28.260706
#> LO-REDUCTION 2548 -28.260639 -28.260706
#> LO-REDUCTION 2550 -28.260644 -28.260706
#> EXTENSION 2552 -28.260644 -28.260723
#> LO-REDUCTION 2554 -28.260647 -28.260723
#> LO-REDUCTION 2556 -28.260659 -28.260723
#> EXTENSION 2558 -28.260664 -28.260755
#> LO-REDUCTION 2560 -28.260679 -28.260755
#> LO-REDUCTION 2562 -28.260687 -28.260755
#> EXTENSION 2564 -28.260692 -28.260786
#> LO-REDUCTION 2566 -28.260694 -28.260786
#> LO-REDUCTION 2568 -28.260702 -28.260786
#> LO-REDUCTION 2570 -28.260704 -28.260786
#> EXTENSION 2572 -28.260706 -28.260811
#> LO-REDUCTION 2574 -28.260723 -28.260811
#> LO-REDUCTION 2576 -28.260742 -28.260811
#> LO-REDUCTION 2578 -28.260743 -28.260811
#> EXTENSION 2580 -28.260745 -28.260836
#> LO-REDUCTION 2582 -28.260746 -28.260836
#> LO-REDUCTION 2584 -28.260755 -28.260836
#> LO-REDUCTION 2586 -28.260755 -28.260836
#> EXTENSION 2588 -28.260782 -28.260858
#> LO-REDUCTION 2590 -28.260783 -28.260858
#> LO-REDUCTION 2592 -28.260786 -28.260858
#> LO-REDUCTION 2594 -28.260798 -28.260858
#> EXTENSION 2596 -28.260803 -28.260881
#> EXTENSION 2598 -28.260811 -28.260927
#> LO-REDUCTION 2600 -28.260816 -28.260927
#> LO-REDUCTION 2602 -28.260825 -28.260927
#> LO-REDUCTION 2604 -28.260836 -28.260927
#> LO-REDUCTION 2606 -28.260841 -28.260927
#> LO-REDUCTION 2608 -28.260845 -28.260927
#> LO-REDUCTION 2610 -28.260858 -28.260927
#> LO-REDUCTION 2612 -28.260858 -28.260927
#> LO-REDUCTION 2614 -28.260879 -28.260927
#> LO-REDUCTION 2616 -28.260881 -28.260927
#> LO-REDUCTION 2618 -28.260884 -28.260927
#> EXTENSION 2620 -28.260886 -28.260945
#> LO-REDUCTION 2622 -28.260890 -28.260945
#> EXTENSION 2624 -28.260899 -28.260966
#> EXTENSION 2626 -28.260905 -28.260987
#> LO-REDUCTION 2628 -28.260916 -28.260987
#> LO-REDUCTION 2630 -28.260917 -28.260987
#> LO-REDUCTION 2632 -28.260924 -28.260987
#> EXTENSION 2634 -28.260925 -28.261013
#> LO-REDUCTION 2636 -28.260927 -28.261013
#> LO-REDUCTION 2638 -28.260945 -28.261013
#> LO-REDUCTION 2640 -28.260945 -28.261013
#> EXTENSION 2642 -28.260961 -28.261037
#> EXTENSION 2644 -28.260966 -28.261065
#> LO-REDUCTION 2646 -28.260982 -28.261065
#> LO-REDUCTION 2648 -28.260986 -28.261065
#> LO-REDUCTION 2650 -28.260987 -28.261065
#> LO-REDUCTION 2652 -28.260990 -28.261065
#> REFLECTION 2654 -28.261007 -28.261066
#> LO-REDUCTION 2656 -28.261012 -28.261066
#> LO-REDUCTION 2658 -28.261013 -28.261066
#> LO-REDUCTION 2660 -28.261023 -28.261066
#> EXTENSION 2662 -28.261037 -28.261133
#> LO-REDUCTION 2664 -28.261047 -28.261133
#> LO-REDUCTION 2666 -28.261050 -28.261133
#> LO-REDUCTION 2668 -28.261058 -28.261133
#> LO-REDUCTION 2670 -28.261059 -28.261133
#> LO-REDUCTION 2672 -28.261060 -28.261133
#> LO-REDUCTION 2674 -28.261063 -28.261133
#> LO-REDUCTION 2676 -28.261065 -28.261133
#> LO-REDUCTION 2678 -28.261066 -28.261133
#> EXTENSION 2680 -28.261076 -28.261181
#> LO-REDUCTION 2682 -28.261078 -28.261181
#> LO-REDUCTION 2684 -28.261092 -28.261181
#> LO-REDUCTION 2686 -28.261093 -28.261181
#> LO-REDUCTION 2688 -28.261095 -28.261181
#> EXTENSION 2690 -28.261115 -28.261236
#> LO-REDUCTION 2692 -28.261118 -28.261236
#> LO-REDUCTION 2694 -28.261122 -28.261236
#> EXTENSION 2696 -28.261133 -28.261303
#> LO-REDUCTION 2698 -28.261151 -28.261303
#> LO-REDUCTION 2700 -28.261163 -28.261303
#> EXTENSION 2702 -28.261163 -28.261368
#> LO-REDUCTION 2704 -28.261180 -28.261368
#> LO-REDUCTION 2706 -28.261181 -28.261368
#> EXTENSION 2708 -28.261212 -28.261437
#> LO-REDUCTION 2710 -28.261224 -28.261437
#> EXTENSION 2712 -28.261236 -28.261504
#> EXTENSION 2714 -28.261274 -28.261613
#> LO-REDUCTION 2716 -28.261285 -28.261613
#> LO-REDUCTION 2718 -28.261303 -28.261613
#> EXTENSION 2720 -28.261336 -28.261803
#> LO-REDUCTION 2722 -28.261356 -28.261803
#> LO-REDUCTION 2724 -28.261368 -28.261803
#> LO-REDUCTION 2726 -28.261429 -28.261803
#> LO-REDUCTION 2728 -28.261437 -28.261803
#> EXTENSION 2730 -28.261504 -28.262056
#> LO-REDUCTION 2732 -28.261555 -28.262056
#> LO-REDUCTION 2734 -28.261593 -28.262056
#> LO-REDUCTION 2736 -28.261613 -28.262056
#> LO-REDUCTION 2738 -28.261684 -28.262056
#> EXTENSION 2740 -28.261722 -28.262266
#> LO-REDUCTION 2742 -28.261756 -28.262266
#> EXTENSION 2744 -28.261792 -28.262432
#> LO-REDUCTION 2746 -28.261803 -28.262432
#> LO-REDUCTION 2748 -28.261981 -28.262432
#> EXTENSION 2750 -28.261981 -28.262679
#> LO-REDUCTION 2752 -28.262049 -28.262679
#> LO-REDUCTION 2754 -28.262050 -28.262679
#> LO-REDUCTION 2756 -28.262056 -28.262679
#> LO-REDUCTION 2758 -28.262203 -28.262679
#> LO-REDUCTION 2760 -28.262266 -28.262679
#> REFLECTION 2762 -28.262369 -28.262690
#> EXTENSION 2764 -28.262416 -28.262813
#> LO-REDUCTION 2766 -28.262432 -28.262813
#> LO-REDUCTION 2768 -28.262441 -28.262813
#> EXTENSION 2770 -28.262473 -28.262872
#> REFLECTION 2772 -28.262575 -28.262880
#> EXTENSION 2774 -28.262606 -28.262967
#> EXTENSION 2776 -28.262647 -28.263065
#> LO-REDUCTION 2778 -28.262647 -28.263065
#> EXTENSION 2780 -28.262679 -28.263162
#> HI-REDUCTION 2782 -28.262690 -28.263162
#> LO-REDUCTION 2784 -28.262743 -28.263162
#> EXTENSION 2786 -28.262813 -28.263171
#> REFLECTION 2788 -28.262872 -28.263216
#> EXTENSION 2790 -28.262880 -28.263380
#> LO-REDUCTION 2792 -28.262908 -28.263380
#> LO-REDUCTION 2794 -28.262967 -28.263380
#> LO-REDUCTION 2796 -28.263000 -28.263380
#> LO-REDUCTION 2798 -28.263033 -28.263380
#> LO-REDUCTION 2800 -28.263065 -28.263380
#> LO-REDUCTION 2802 -28.263117 -28.263380
#> EXTENSION 2804 -28.263162 -28.263578
#> LO-REDUCTION 2806 -28.263171 -28.263578
#> LO-REDUCTION 2808 -28.263184 -28.263578
#> LO-REDUCTION 2810 -28.263216 -28.263578
#> LO-REDUCTION 2812 -28.263269 -28.263578
#> EXTENSION 2814 -28.263298 -28.263723
#> LO-REDUCTION 2816 -28.263313 -28.263723
#> EXTENSION 2818 -28.263378 -28.263813
#> LO-REDUCTION 2820 -28.263380 -28.263813
#> EXTENSION 2822 -28.263448 -28.264011
#> LO-REDUCTION 2824 -28.263480 -28.264011
#> LO-REDUCTION 2826 -28.263523 -28.264011
#> LO-REDUCTION 2828 -28.263563 -28.264011
#> LO-REDUCTION 2830 -28.263578 -28.264011
#> LO-REDUCTION 2832 -28.263620 -28.264011
#> EXTENSION 2834 -28.263672 -28.264263
#> LO-REDUCTION 2836 -28.263723 -28.264263
#> EXTENSION 2838 -28.263813 -28.264452
#> LO-REDUCTION 2840 -28.263881 -28.264452
#> LO-REDUCTION 2842 -28.263899 -28.264452
#> EXTENSION 2844 -28.263920 -28.264595
#> EXTENSION 2846 -28.263954 -28.264777
#> EXTENSION 2848 -28.263981 -28.264976
#> LO-REDUCTION 2850 -28.264011 -28.264976
#> LO-REDUCTION 2852 -28.264247 -28.264976
#> LO-REDUCTION 2854 -28.264263 -28.264976
#> LO-REDUCTION 2856 -28.264317 -28.264976
#> EXTENSION 2858 -28.264441 -28.265294
#> LO-REDUCTION 2860 -28.264452 -28.265294
#> LO-REDUCTION 2862 -28.264595 -28.265294
#> LO-REDUCTION 2864 -28.264748 -28.265294
#> LO-REDUCTION 2866 -28.264766 -28.265294
#> LO-REDUCTION 2868 -28.264777 -28.265294
#> LO-REDUCTION 2870 -28.264866 -28.265294
#> LO-REDUCTION 2872 -28.264921 -28.265294
#> LO-REDUCTION 2874 -28.264965 -28.265294
#> EXTENSION 2876 -28.264976 -28.265501
#> LO-REDUCTION 2878 -28.264997 -28.265501
#> LO-REDUCTION 2880 -28.265030 -28.265501
#> EXTENSION 2882 -28.265089 -28.265585
#> EXTENSION 2884 -28.265214 -28.265796
#> LO-REDUCTION 2886 -28.265222 -28.265796
#> LO-REDUCTION 2888 -28.265223 -28.265796
#> LO-REDUCTION 2890 -28.265238 -28.265796
#> EXTENSION 2892 -28.265266 -28.265847
#> REFLECTION 2894 -28.265294 -28.265910
#> REFLECTION 2896 -28.265462 -28.265967
#> EXTENSION 2898 -28.265501 -28.266181
#> LO-REDUCTION 2900 -28.265585 -28.266181
#> LO-REDUCTION 2902 -28.265634 -28.266181
#> LO-REDUCTION 2904 -28.265672 -28.266181
#> LO-REDUCTION 2906 -28.265690 -28.266181
#> LO-REDUCTION 2908 -28.265796 -28.266181
#> LO-REDUCTION 2910 -28.265847 -28.266181
#> LO-REDUCTION 2912 -28.265910 -28.266181
#> REFLECTION 2914 -28.265967 -28.266227
#> LO-REDUCTION 2916 -28.265968 -28.266227
#> EXTENSION 2918 -28.265973 -28.266380
#> LO-REDUCTION 2920 -28.266011 -28.266380
#> LO-REDUCTION 2922 -28.266138 -28.266380
#> LO-REDUCTION 2924 -28.266155 -28.266380
#> LO-REDUCTION 2926 -28.266161 -28.266380
#> LO-REDUCTION 2928 -28.266171 -28.266380
#> EXTENSION 2930 -28.266174 -28.266537
#> LO-REDUCTION 2932 -28.266181 -28.266537
#> EXTENSION 2934 -28.266227 -28.266619
#> LO-REDUCTION 2936 -28.266289 -28.266619
#> LO-REDUCTION 2938 -28.266294 -28.266619
#> LO-REDUCTION 2940 -28.266308 -28.266619
#> REFLECTION 2942 -28.266313 -28.266644
#> REFLECTION 2944 -28.266340 -28.266657
#> REFLECTION 2946 -28.266380 -28.266679
#> REFLECTION 2948 -28.266492 -28.266737
#> EXTENSION 2950 -28.266537 -28.266812
#> LO-REDUCTION 2952 -28.266568 -28.266812
#> LO-REDUCTION 2954 -28.266602 -28.266812
#> LO-REDUCTION 2956 -28.266610 -28.266812
#> LO-REDUCTION 2958 -28.266619 -28.266812
#> LO-REDUCTION 2960 -28.266644 -28.266812
#> EXTENSION 2962 -28.266657 -28.266887
#> LO-REDUCTION 2964 -28.266679 -28.266887
#> LO-REDUCTION 2966 -28.266731 -28.266887
#> EXTENSION 2968 -28.266736 -28.266920
#> LO-REDUCTION 2970 -28.266737 -28.266920
#> LO-REDUCTION 2972 -28.266770 -28.266920
#> LO-REDUCTION 2974 -28.266771 -28.266920
#> LO-REDUCTION 2976 -28.266791 -28.266920
#> LO-REDUCTION 2978 -28.266812 -28.266920
#> EXTENSION 2980 -28.266831 -28.267002
#> LO-REDUCTION 2982 -28.266839 -28.267002
#> LO-REDUCTION 2984 -28.266843 -28.267002
#> LO-REDUCTION 2986 -28.266887 -28.267002
#> LO-REDUCTION 2988 -28.266905 -28.267002
#> EXTENSION 2990 -28.266907 -28.267034
#> EXTENSION 2992 -28.266907 -28.267099
#> LO-REDUCTION 2994 -28.266909 -28.267099
#> LO-REDUCTION 2996 -28.266920 -28.267099
#> LO-REDUCTION 2998 -28.266949 -28.267099
#> LO-REDUCTION 3000 -28.266973 -28.267099
#> LO-REDUCTION 3002 -28.266986 -28.267099
#> LO-REDUCTION 3004 -28.266999 -28.267099
#> EXTENSION 3006 -28.267002 -28.267132
#> EXTENSION 3008 -28.267018 -28.267205
#> LO-REDUCTION 3010 -28.267034 -28.267205
#> LO-REDUCTION 3012 -28.267048 -28.267205
#> LO-REDUCTION 3014 -28.267058 -28.267205
#> EXTENSION 3016 -28.267061 -28.267290
#> LO-REDUCTION 3018 -28.267093 -28.267290
#> LO-REDUCTION 3020 -28.267096 -28.267290
#> LO-REDUCTION 3022 -28.267099 -28.267290
#> LO-REDUCTION 3024 -28.267109 -28.267290
#> EXTENSION 3026 -28.267132 -28.267388
#> LO-REDUCTION 3028 -28.267175 -28.267388
#> LO-REDUCTION 3030 -28.267180 -28.267388
#> LO-REDUCTION 3032 -28.267205 -28.267388
#> LO-REDUCTION 3034 -28.267206 -28.267388
#> EXTENSION 3036 -28.267240 -28.267462
#> LO-REDUCTION 3038 -28.267249 -28.267462
#> LO-REDUCTION 3040 -28.267264 -28.267462
#> LO-REDUCTION 3042 -28.267284 -28.267462
#> EXTENSION 3044 -28.267290 -28.267535
#> LO-REDUCTION 3046 -28.267333 -28.267535
#> EXTENSION 3048 -28.267358 -28.267595
#> LO-REDUCTION 3050 -28.267386 -28.267595
#> LO-REDUCTION 3052 -28.267388 -28.267595
#> LO-REDUCTION 3054 -28.267415 -28.267595
#> LO-REDUCTION 3056 -28.267449 -28.267595
#> HI-REDUCTION 3058 -28.267457 -28.267595
#> REFLECTION 3060 -28.267462 -28.267611
#> LO-REDUCTION 3062 -28.267490 -28.267611
#> EXTENSION 3064 -28.267533 -28.267737
#> LO-REDUCTION 3066 -28.267535 -28.267737
#> LO-REDUCTION 3068 -28.267540 -28.267737
#> LO-REDUCTION 3070 -28.267563 -28.267737
#> LO-REDUCTION 3072 -28.267583 -28.267737
#> LO-REDUCTION 3074 -28.267588 -28.267737
#> LO-REDUCTION 3076 -28.267595 -28.267737
#> LO-REDUCTION 3078 -28.267605 -28.267737
#> LO-REDUCTION 3080 -28.267605 -28.267737
#> LO-REDUCTION 3082 -28.267607 -28.267737
#> EXTENSION 3084 -28.267611 -28.267832
#> LO-REDUCTION 3086 -28.267634 -28.267832
#> LO-REDUCTION 3088 -28.267659 -28.267832
#> LO-REDUCTION 3090 -28.267680 -28.267832
#> LO-REDUCTION 3092 -28.267682 -28.267832
#> LO-REDUCTION 3094 -28.267686 -28.267832
#> EXTENSION 3096 -28.267704 -28.267961
#> LO-REDUCTION 3098 -28.267711 -28.267961
#> LO-REDUCTION 3100 -28.267737 -28.267961
#> EXTENSION 3102 -28.267791 -28.268068
#> LO-REDUCTION 3104 -28.267805 -28.268068
#> LO-REDUCTION 3106 -28.267811 -28.268068
#> LO-REDUCTION 3108 -28.267821 -28.268068
#> EXTENSION 3110 -28.267826 -28.268140
#> EXTENSION 3112 -28.267832 -28.268263
#> LO-REDUCTION 3114 -28.267886 -28.268263
#> EXTENSION 3116 -28.267940 -28.268445
#> LO-REDUCTION 3118 -28.267961 -28.268445
#> LO-REDUCTION 3120 -28.267986 -28.268445
#> LO-REDUCTION 3122 -28.268008 -28.268445
#> EXTENSION 3124 -28.268033 -28.268565
#> LO-REDUCTION 3126 -28.268068 -28.268565
#> EXTENSION 3128 -28.268140 -28.268633
#> EXTENSION 3130 -28.268225 -28.268814
#> LO-REDUCTION 3132 -28.268263 -28.268814
#> LO-REDUCTION 3134 -28.268305 -28.268814
#> EXTENSION 3136 -28.268311 -28.268861
#> LO-REDUCTION 3138 -28.268409 -28.268861
#> LO-REDUCTION 3140 -28.268445 -28.268861
#> LO-REDUCTION 3142 -28.268544 -28.268861
#> LO-REDUCTION 3144 -28.268565 -28.268861
#> REFLECTION 3146 -28.268633 -28.268875
#> EXTENSION 3148 -28.268752 -28.269065
#> LO-REDUCTION 3150 -28.268784 -28.269065
#> LO-REDUCTION 3152 -28.268798 -28.269065
#> HI-REDUCTION 3154 -28.268814 -28.269065
#> LO-REDUCTION 3156 -28.268815 -28.269065
#> EXTENSION 3158 -28.268851 -28.269200
#> LO-REDUCTION 3160 -28.268851 -28.269200
#> LO-REDUCTION 3162 -28.268861 -28.269200
#> LO-REDUCTION 3164 -28.268875 -28.269200
#> LO-REDUCTION 3166 -28.268915 -28.269200
#> LO-REDUCTION 3168 -28.268926 -28.269200
#> EXTENSION 3170 -28.268957 -28.269321
#> LO-REDUCTION 3172 -28.269006 -28.269321
#> LO-REDUCTION 3174 -28.269065 -28.269321
#> LO-REDUCTION 3176 -28.269072 -28.269321
#> REFLECTION 3178 -28.269100 -28.269344
#> REFLECTION 3180 -28.269121 -28.269360
#> EXTENSION 3182 -28.269166 -28.269488
#> LO-REDUCTION 3184 -28.269197 -28.269488
#> LO-REDUCTION 3186 -28.269200 -28.269488
#> LO-REDUCTION 3188 -28.269269 -28.269488
#> EXTENSION 3190 -28.269303 -28.269586
#> LO-REDUCTION 3192 -28.269312 -28.269586
#> HI-REDUCTION 3194 -28.269321 -28.269586
#> LO-REDUCTION 3196 -28.269344 -28.269586
#> LO-REDUCTION 3198 -28.269360 -28.269586
#> LO-REDUCTION 3200 -28.269392 -28.269586
#> EXTENSION 3202 -28.269401 -28.269679
#> LO-REDUCTION 3204 -28.269417 -28.269679
#> LO-REDUCTION 3206 -28.269443 -28.269679
#> LO-REDUCTION 3208 -28.269471 -28.269679
#> EXTENSION 3210 -28.269488 -28.269707
#> LO-REDUCTION 3212 -28.269538 -28.269707
#> LO-REDUCTION 3214 -28.269565 -28.269707
#> LO-REDUCTION 3216 -28.269577 -28.269707
#> LO-REDUCTION 3218 -28.269586 -28.269707
#> LO-REDUCTION 3220 -28.269612 -28.269707
#> REFLECTION 3222 -28.269639 -28.269727
#> LO-REDUCTION 3224 -28.269641 -28.269727
#> LO-REDUCTION 3226 -28.269678 -28.269727
#> LO-REDUCTION 3228 -28.269679 -28.269727
#> HI-REDUCTION 3230 -28.269692 -28.269727
#> LO-REDUCTION 3232 -28.269693 -28.269727
#> LO-REDUCTION 3234 -28.269697 -28.269727
#> LO-REDUCTION 3236 -28.269703 -28.269727
#> LO-REDUCTION 3238 -28.269707 -28.269727
#> LO-REDUCTION 3240 -28.269707 -28.269727
#> REFLECTION 3242 -28.269708 -28.269729
#> LO-REDUCTION 3244 -28.269708 -28.269729
#> LO-REDUCTION 3246 -28.269714 -28.269729
#> LO-REDUCTION 3248 -28.269715 -28.269729
#> EXTENSION 3250 -28.269721 -28.269737
#> LO-REDUCTION 3252 -28.269721 -28.269737
#> LO-REDUCTION 3254 -28.269722 -28.269737
#> LO-REDUCTION 3256 -28.269723 -28.269737
#> LO-REDUCTION 3258 -28.269724 -28.269737
#> LO-REDUCTION 3260 -28.269725 -28.269737
#> LO-REDUCTION 3262 -28.269727 -28.269737
#> LO-REDUCTION 3264 -28.269727 -28.269737
#> LO-REDUCTION 3266 -28.269729 -28.269737
#> LO-REDUCTION 3268 -28.269732 -28.269737
#> EXTENSION 3270 -28.269732 -28.269741
#> LO-REDUCTION 3272 -28.269733 -28.269741
#> EXTENSION 3274 -28.269734 -28.269745
#> LO-REDUCTION 3276 -28.269734 -28.269745
#> LO-REDUCTION 3278 -28.269734 -28.269745
#> LO-REDUCTION 3280 -28.269735 -28.269745
#> EXTENSION 3282 -28.269737 -28.269750
#> LO-REDUCTION 3284 -28.269737 -28.269750
#> LO-REDUCTION 3286 -28.269737 -28.269750
#> LO-REDUCTION 3288 -28.269739 -28.269750
#> LO-REDUCTION 3290 -28.269740 -28.269750
#> EXTENSION 3292 -28.269741 -28.269754
#> LO-REDUCTION 3294 -28.269741 -28.269754
#> EXTENSION 3296 -28.269741 -28.269760
#> EXTENSION 3298 -28.269744 -28.269766
#> LO-REDUCTION 3300 -28.269745 -28.269766
#> LO-REDUCTION 3302 -28.269746 -28.269766
#> LO-REDUCTION 3304 -28.269749 -28.269766
#> EXTENSION 3306 -28.269749 -28.269774
#> LO-REDUCTION 3308 -28.269750 -28.269774
#> LO-REDUCTION 3310 -28.269751 -28.269774
#> EXTENSION 3312 -28.269754 -28.269778
#> LO-REDUCTION 3314 -28.269758 -28.269778
#> EXTENSION 3316 -28.269760 -28.269783
#> EXTENSION 3318 -28.269764 -28.269790
#> LO-REDUCTION 3320 -28.269764 -28.269790
#> LO-REDUCTION 3322 -28.269766 -28.269790
#> LO-REDUCTION 3324 -28.269766 -28.269790
#> REFLECTION 3326 -28.269769 -28.269791
#> REFLECTION 3328 -28.269774 -28.269795
#> LO-REDUCTION 3330 -28.269776 -28.269795
#> EXTENSION 3332 -28.269778 -28.269796
#> LO-REDUCTION 3334 -28.269783 -28.269796
#> REFLECTION 3336 -28.269783 -28.269797
#> LO-REDUCTION 3338 -28.269785 -28.269797
#> REFLECTION 3340 -28.269789 -28.269798
#> LO-REDUCTION 3342 -28.269789 -28.269798
#> LO-REDUCTION 3344 -28.269790 -28.269798
#> LO-REDUCTION 3346 -28.269791 -28.269798
#> LO-REDUCTION 3348 -28.269793 -28.269798
#> LO-REDUCTION 3350 -28.269794 -28.269798
#> EXTENSION 3352 -28.269794 -28.269800
#> LO-REDUCTION 3354 -28.269795 -28.269800
#> HI-REDUCTION 3356 -28.269796 -28.269800
#> LO-REDUCTION 3358 -28.269797 -28.269800
#> LO-REDUCTION 3360 -28.269797 -28.269800
#> LO-REDUCTION 3362 -28.269797 -28.269800
#> LO-REDUCTION 3364 -28.269797 -28.269800
#> LO-REDUCTION 3366 -28.269798 -28.269800
#> REFLECTION 3368 -28.269798 -28.269800
#> REFLECTION 3370 -28.269798 -28.269801
#> REFLECTION 3372 -28.269799 -28.269802
#> LO-REDUCTION 3374 -28.269799 -28.269802
#> REFLECTION 3376 -28.269799 -28.269802
#> LO-REDUCTION 3378 -28.269800 -28.269802
#> LO-REDUCTION 3380 -28.269800 -28.269802
#> REFLECTION 3382 -28.269800 -28.269802
#> LO-REDUCTION 3384 -28.269800 -28.269802
#> REFLECTION 3386 -28.269800 -28.269802
#> LO-REDUCTION 3388 -28.269801 -28.269802
#> EXTENSION 3390 -28.269801 -28.269802
#> LO-REDUCTION 3392 -28.269801 -28.269802
#> LO-REDUCTION 3394 -28.269801 -28.269802
#> REFLECTION 3396 -28.269801 -28.269802
#> EXTENSION 3398 -28.269801 -28.269803
#> LO-REDUCTION 3400 -28.269802 -28.269803
#> LO-REDUCTION 3402 -28.269802 -28.269803
#> LO-REDUCTION 3404 -28.269802 -28.269803
#> LO-REDUCTION 3406 -28.269802 -28.269803
#> LO-REDUCTION 3408 -28.269802 -28.269803
#> LO-REDUCTION 3410 -28.269802 -28.269803
#> HI-REDUCTION 3412 -28.269802 -28.269803
#> EXTENSION 3414 -28.269802 -28.269803
#> EXTENSION 3416 -28.269803 -28.269803
#> LO-REDUCTION 3418 -28.269803 -28.269803
#> LO-REDUCTION 3420 -28.269803 -28.269803
#> LO-REDUCTION 3422 -28.269803 -28.269803
#> LO-REDUCTION 3424 -28.269803 -28.269803
#> REFLECTION 3426 -28.269803 -28.269803
#> REFLECTION 3428 -28.269803 -28.269804
#> REFLECTION 3430 -28.269803 -28.269804
#> EXTENSION 3432 -28.269803 -28.269804
#> EXTENSION 3434 -28.269803 -28.269804
#> LO-REDUCTION 3436 -28.269803 -28.269804
#> HI-REDUCTION 3438 -28.269803 -28.269804
#> LO-REDUCTION 3440 -28.269803 -28.269804
#> LO-REDUCTION 3442 -28.269803 -28.269804
#> LO-REDUCTION 3444 -28.269803 -28.269804
#> REFLECTION 3446 -28.269804 -28.269804
#> LO-REDUCTION 3448 -28.269804 -28.269804
#> LO-REDUCTION 3450 -28.269804 -28.269804
#> LO-REDUCTION 3452 -28.269804 -28.269804
#> REFLECTION 3454 -28.269804 -28.269804
#> EXTENSION 3456 -28.269804 -28.269804
#> LO-REDUCTION 3458 -28.269804 -28.269804
#> LO-REDUCTION 3460 -28.269804 -28.269804
#> LO-REDUCTION 3462 -28.269804 -28.269804
#> EXTENSION 3464 -28.269804 -28.269805
#> LO-REDUCTION 3466 -28.269804 -28.269805
#> LO-REDUCTION 3468 -28.269804 -28.269805
#> LO-REDUCTION 3470 -28.269804 -28.269805
#> LO-REDUCTION 3472 -28.269804 -28.269805
#> EXTENSION 3474 -28.269804 -28.269805
#> EXTENSION 3476 -28.269804 -28.269805
#> LO-REDUCTION 3478 -28.269804 -28.269805
#> LO-REDUCTION 3480 -28.269804 -28.269805
#> LO-REDUCTION 3482 -28.269804 -28.269805
#> EXTENSION 3484 -28.269804 -28.269805
#> LO-REDUCTION 3486 -28.269805 -28.269805
#> LO-REDUCTION 3488 -28.269805 -28.269805
#> LO-REDUCTION 3490 -28.269805 -28.269805
#> LO-REDUCTION 3492 -28.269805 -28.269805
#> EXTENSION 3494 -28.269805 -28.269805
#> EXTENSION 3496 -28.269805 -28.269805
#> LO-REDUCTION 3498 -28.269805 -28.269805
#> LO-REDUCTION 3500 -28.269805 -28.269805
#> LO-REDUCTION 3502 -28.269805 -28.269805
#> LO-REDUCTION 3504 -28.269805 -28.269805
#> EXTENSION 3506 -28.269805 -28.269806
#> LO-REDUCTION 3508 -28.269805 -28.269806
#> LO-REDUCTION 3510 -28.269805 -28.269806
#> LO-REDUCTION 3512 -28.269805 -28.269806
#> EXTENSION 3514 -28.269805 -28.269806
#> LO-REDUCTION 3516 -28.269805 -28.269806
#> LO-REDUCTION 3518 -28.269805 -28.269806
#> EXTENSION 3520 -28.269805 -28.269807
#> LO-REDUCTION 3522 -28.269805 -28.269807
#> LO-REDUCTION 3524 -28.269806 -28.269807
#> EXTENSION 3526 -28.269806 -28.269807
#> LO-REDUCTION 3528 -28.269806 -28.269807
#> LO-REDUCTION 3530 -28.269806 -28.269807
#> LO-REDUCTION 3532 -28.269806 -28.269807
#> LO-REDUCTION 3534 -28.269806 -28.269807
#> EXTENSION 3536 -28.269806 -28.269808
#> LO-REDUCTION 3538 -28.269806 -28.269808
#> LO-REDUCTION 3540 -28.269806 -28.269808
#> LO-REDUCTION 3542 -28.269807 -28.269808
#> LO-REDUCTION 3544 -28.269807 -28.269808
#> EXTENSION 3546 -28.269807 -28.269808
#> LO-REDUCTION 3548 -28.269807 -28.269808
#> LO-REDUCTION 3550 -28.269807 -28.269808
#> EXTENSION 3552 -28.269807 -28.269808
#> LO-REDUCTION 3554 -28.269807 -28.269808
#> LO-REDUCTION 3556 -28.269807 -28.269808
#> LO-REDUCTION 3558 -28.269808 -28.269808
#> EXTENSION 3560 -28.269808 -28.269809
#> EXTENSION 3562 -28.269808 -28.269809
#> LO-REDUCTION 3564 -28.269808 -28.269809
#> EXTENSION 3566 -28.269808 -28.269809
#> HI-REDUCTION 3568 -28.269808 -28.269809
#> LO-REDUCTION 3570 -28.269808 -28.269809
#> LO-REDUCTION 3572 -28.269808 -28.269809
#> LO-REDUCTION 3574 -28.269808 -28.269809
#> REFLECTION 3576 -28.269808 -28.269809
#> LO-REDUCTION 3578 -28.269809 -28.269809
#> HI-REDUCTION 3580 -28.269809 -28.269809
#> REFLECTION 3582 -28.269809 -28.269809
#> REFLECTION 3584 -28.269809 -28.269809
#> LO-REDUCTION 3586 -28.269809 -28.269809
#> EXTENSION 3588 -28.269809 -28.269810
#> LO-REDUCTION 3590 -28.269809 -28.269810
#> LO-REDUCTION 3592 -28.269809 -28.269810
#> LO-REDUCTION 3594 -28.269809 -28.269810
#> LO-REDUCTION 3596 -28.269809 -28.269810
#> LO-REDUCTION 3598 -28.269809 -28.269810
#> LO-REDUCTION 3600 -28.269809 -28.269810
#> EXTENSION 3602 -28.269809 -28.269810
#> LO-REDUCTION 3604 -28.269809 -28.269810
#> LO-REDUCTION 3606 -28.269809 -28.269810
#> LO-REDUCTION 3608 -28.269809 -28.269810
#> LO-REDUCTION 3610 -28.269809 -28.269810
#> LO-REDUCTION 3612 -28.269809 -28.269810
#> EXTENSION 3614 -28.269809 -28.269810
#> EXTENSION 3616 -28.269809 -28.269810
#> LO-REDUCTION 3618 -28.269810 -28.269810
#> LO-REDUCTION 3620 -28.269810 -28.269810
#> LO-REDUCTION 3622 -28.269810 -28.269810
#> EXTENSION 3624 -28.269810 -28.269810
#> EXTENSION 3626 -28.269810 -28.269811
#> LO-REDUCTION 3628 -28.269810 -28.269811
#> EXTENSION 3630 -28.269810 -28.269811
#> LO-REDUCTION 3632 -28.269810 -28.269811
#> EXTENSION 3634 -28.269810 -28.269811
#> LO-REDUCTION 3636 -28.269810 -28.269811
#> LO-REDUCTION 3638 -28.269810 -28.269811
#> LO-REDUCTION 3640 -28.269810 -28.269811
#> LO-REDUCTION 3642 -28.269810 -28.269811
#> EXTENSION 3644 -28.269811 -28.269812
#> LO-REDUCTION 3646 -28.269811 -28.269812
#> LO-REDUCTION 3648 -28.269811 -28.269812
#> LO-REDUCTION 3650 -28.269811 -28.269812
#> LO-REDUCTION 3652 -28.269811 -28.269812
#> LO-REDUCTION 3654 -28.269811 -28.269812
#> EXTENSION 3656 -28.269811 -28.269812
#> LO-REDUCTION 3658 -28.269811 -28.269812
#> LO-REDUCTION 3660 -28.269811 -28.269812
#> LO-REDUCTION 3662 -28.269811 -28.269812
#> EXTENSION 3664 -28.269812 -28.269813
#> LO-REDUCTION 3666 -28.269812 -28.269813
#> LO-REDUCTION 3668 -28.269812 -28.269813
#> LO-REDUCTION 3670 -28.269812 -28.269813
#> EXTENSION 3672 -28.269812 -28.269814
#> LO-REDUCTION 3674 -28.269812 -28.269814
#> EXTENSION 3676 -28.269812 -28.269814
#> LO-REDUCTION 3678 -28.269812 -28.269814
#> LO-REDUCTION 3680 -28.269812 -28.269814
#> LO-REDUCTION 3682 -28.269813 -28.269814
#> LO-REDUCTION 3684 -28.269813 -28.269814
#> LO-REDUCTION 3686 -28.269813 -28.269814
#> LO-REDUCTION 3688 -28.269813 -28.269814
#> EXTENSION 3690 -28.269813 -28.269815
#> LO-REDUCTION 3692 -28.269813 -28.269815
#> EXTENSION 3694 -28.269813 -28.269815
#> LO-REDUCTION 3696 -28.269814 -28.269815
#> LO-REDUCTION 3698 -28.269814 -28.269815
#> EXTENSION 3700 -28.269814 -28.269816
#> LO-REDUCTION 3702 -28.269814 -28.269816
#> LO-REDUCTION 3704 -28.269814 -28.269816
#> LO-REDUCTION 3706 -28.269814 -28.269816
#> LO-REDUCTION 3708 -28.269815 -28.269816
#> LO-REDUCTION 3710 -28.269815 -28.269816
#> EXTENSION 3712 -28.269815 -28.269818
#> LO-REDUCTION 3714 -28.269815 -28.269818
#> LO-REDUCTION 3716 -28.269815 -28.269818
#> LO-REDUCTION 3718 -28.269815 -28.269818
#> LO-REDUCTION 3720 -28.269816 -28.269818
#> LO-REDUCTION 3722 -28.269816 -28.269818
#> EXTENSION 3724 -28.269816 -28.269819
#> LO-REDUCTION 3726 -28.269816 -28.269819
#> EXTENSION 3728 -28.269816 -28.269819
#> LO-REDUCTION 3730 -28.269816 -28.269819
#> LO-REDUCTION 3732 -28.269817 -28.269819
#> EXTENSION 3734 -28.269817 -28.269820
#> EXTENSION 3736 -28.269817 -28.269822
#> LO-REDUCTION 3738 -28.269817 -28.269822
#> LO-REDUCTION 3740 -28.269818 -28.269822
#> LO-REDUCTION 3742 -28.269818 -28.269822
#> LO-REDUCTION 3744 -28.269819 -28.269822
#> EXTENSION 3746 -28.269819 -28.269823
#> EXTENSION 3748 -28.269819 -28.269823
#> EXTENSION 3750 -28.269819 -28.269824
#> LO-REDUCTION 3752 -28.269820 -28.269824
#> EXTENSION 3754 -28.269820 -28.269825
#> LO-REDUCTION 3756 -28.269821 -28.269825
#> LO-REDUCTION 3758 -28.269821 -28.269825
#> LO-REDUCTION 3760 -28.269822 -28.269825
#> LO-REDUCTION 3762 -28.269822 -28.269825
#> HI-REDUCTION 3764 -28.269823 -28.269825
#> LO-REDUCTION 3766 -28.269823 -28.269825
#> EXTENSION 3768 -28.269823 -28.269826
#> LO-REDUCTION 3770 -28.269824 -28.269826
#> LO-REDUCTION 3772 -28.269824 -28.269826
#> LO-REDUCTION 3774 -28.269824 -28.269826
#> EXTENSION 3776 -28.269824 -28.269827
#> LO-REDUCTION 3778 -28.269825 -28.269827
#> LO-REDUCTION 3780 -28.269825 -28.269827
#> LO-REDUCTION 3782 -28.269825 -28.269827
#> LO-REDUCTION 3784 -28.269825 -28.269827
#> LO-REDUCTION 3786 -28.269825 -28.269827
#> EXTENSION 3788 -28.269826 -28.269828
#> EXTENSION 3790 -28.269826 -28.269829
#> LO-REDUCTION 3792 -28.269826 -28.269829
#> LO-REDUCTION 3794 -28.269827 -28.269829
#> EXTENSION 3796 -28.269827 -28.269830
#> LO-REDUCTION 3798 -28.269827 -28.269830
#> LO-REDUCTION 3800 -28.269827 -28.269830
#> LO-REDUCTION 3802 -28.269827 -28.269830
#> LO-REDUCTION 3804 -28.269827 -28.269830
#> LO-REDUCTION 3806 -28.269828 -28.269830
#> LO-REDUCTION 3808 -28.269828 -28.269830
#> LO-REDUCTION 3810 -28.269828 -28.269830
#> LO-REDUCTION 3812 -28.269829 -28.269830
#> EXTENSION 3814 -28.269829 -28.269830
#> LO-REDUCTION 3816 -28.269829 -28.269830
#> LO-REDUCTION 3818 -28.269829 -28.269830
#> LO-REDUCTION 3820 -28.269829 -28.269830
#> LO-REDUCTION 3822 -28.269829 -28.269830
#> EXTENSION 3824 -28.269829 -28.269830
#> EXTENSION 3826 -28.269829 -28.269830
#> EXTENSION 3828 -28.269829 -28.269831
#> LO-REDUCTION 3830 -28.269829 -28.269831
#> LO-REDUCTION 3832 -28.269830 -28.269831
#> EXTENSION 3834 -28.269830 -28.269831
#> LO-REDUCTION 3836 -28.269830 -28.269831
#> LO-REDUCTION 3838 -28.269830 -28.269831
#> REFLECTION 3840 -28.269830 -28.269831
#> LO-REDUCTION 3842 -28.269830 -28.269831
#> LO-REDUCTION 3844 -28.269830 -28.269831
#> EXTENSION 3846 -28.269830 -28.269832
#> LO-REDUCTION 3848 -28.269831 -28.269832
#> LO-REDUCTION 3850 -28.269831 -28.269832
#> LO-REDUCTION 3852 -28.269831 -28.269832
#> LO-REDUCTION 3854 -28.269831 -28.269832
#> LO-REDUCTION 3856 -28.269831 -28.269832
#> EXTENSION 3858 -28.269831 -28.269833
#> LO-REDUCTION 3860 -28.269831 -28.269833
#> LO-REDUCTION 3862 -28.269831 -28.269833
#> LO-REDUCTION 3864 -28.269831 -28.269833
#> EXTENSION 3866 -28.269831 -28.269833
#> LO-REDUCTION 3868 -28.269832 -28.269833
#> EXTENSION 3870 -28.269832 -28.269834
#> LO-REDUCTION 3872 -28.269832 -28.269834
#> LO-REDUCTION 3874 -28.269832 -28.269834
#> LO-REDUCTION 3876 -28.269832 -28.269834
#> EXTENSION 3878 -28.269832 -28.269835
#> LO-REDUCTION 3880 -28.269832 -28.269835
#> EXTENSION 3882 -28.269833 -28.269836
#> LO-REDUCTION 3884 -28.269833 -28.269836
#> LO-REDUCTION 3886 -28.269833 -28.269836
#> LO-REDUCTION 3888 -28.269833 -28.269836
#> EXTENSION 3890 -28.269833 -28.269836
#> EXTENSION 3892 -28.269834 -28.269837
#> LO-REDUCTION 3894 -28.269834 -28.269837
#> EXTENSION 3896 -28.269834 -28.269838
#> LO-REDUCTION 3898 -28.269835 -28.269838
#> LO-REDUCTION 3900 -28.269835 -28.269838
#> LO-REDUCTION 3902 -28.269835 -28.269838
#> EXTENSION 3904 -28.269835 -28.269839
#> LO-REDUCTION 3906 -28.269836 -28.269839
#> LO-REDUCTION 3908 -28.269836 -28.269839
#> REFLECTION 3910 -28.269837 -28.269839
#> LO-REDUCTION 3912 -28.269837 -28.269839
#> EXTENSION 3914 -28.269837 -28.269840
#> EXTENSION 3916 -28.269837 -28.269841
#> LO-REDUCTION 3918 -28.269838 -28.269841
#> LO-REDUCTION 3920 -28.269838 -28.269841
#> LO-REDUCTION 3922 -28.269838 -28.269841
#> LO-REDUCTION 3924 -28.269838 -28.269841
#> LO-REDUCTION 3926 -28.269839 -28.269841
#> LO-REDUCTION 3928 -28.269839 -28.269841
#> LO-REDUCTION 3930 -28.269839 -28.269841
#> LO-REDUCTION 3932 -28.269839 -28.269841
#> EXTENSION 3934 -28.269839 -28.269842
#> LO-REDUCTION 3936 -28.269840 -28.269842
#> LO-REDUCTION 3938 -28.269840 -28.269842
#> EXTENSION 3940 -28.269840 -28.269842
#> EXTENSION 3942 -28.269840 -28.269844
#> LO-REDUCTION 3944 -28.269840 -28.269844
#> LO-REDUCTION 3946 -28.269840 -28.269844
#> LO-REDUCTION 3948 -28.269841 -28.269844
#> EXTENSION 3950 -28.269841 -28.269844
#> LO-REDUCTION 3952 -28.269841 -28.269844
#> LO-REDUCTION 3954 -28.269842 -28.269844
#> LO-REDUCTION 3956 -28.269842 -28.269844
#> REFLECTION 3958 -28.269842 -28.269844
#> EXTENSION 3960 -28.269842 -28.269845
#> LO-REDUCTION 3962 -28.269843 -28.269845
#> LO-REDUCTION 3964 -28.269843 -28.269845
#> LO-REDUCTION 3966 -28.269843 -28.269845
#> LO-REDUCTION 3968 -28.269844 -28.269845
#> LO-REDUCTION 3970 -28.269844 -28.269845
#> LO-REDUCTION 3972 -28.269844 -28.269845
#> LO-REDUCTION 3974 -28.269844 -28.269845
#> LO-REDUCTION 3976 -28.269844 -28.269845
#> LO-REDUCTION 3978 -28.269844 -28.269845
#> EXTENSION 3980 -28.269844 -28.269846
#> LO-REDUCTION 3982 -28.269844 -28.269846
#> EXTENSION 3984 -28.269845 -28.269846
#> LO-REDUCTION 3986 -28.269845 -28.269846
#> LO-REDUCTION 3988 -28.269845 -28.269846
#> LO-REDUCTION 3990 -28.269845 -28.269846
#> REFLECTION 3992 -28.269845 -28.269846
#> EXTENSION 3994 -28.269845 -28.269846
#> LO-REDUCTION 3996 -28.269845 -28.269846
#> LO-REDUCTION 3998 -28.269845 -28.269846
#> LO-REDUCTION 4000 -28.269846 -28.269846
#> LO-REDUCTION 4002 -28.269846 -28.269846
#> LO-REDUCTION 4004 -28.269846 -28.269846
#> HI-REDUCTION 4006 -28.269846 -28.269846
#> LO-REDUCTION 4008 -28.269846 -28.269846
#> LO-REDUCTION 4010 -28.269846 -28.269846
#> EXTENSION 4012 -28.269846 -28.269846
#> LO-REDUCTION 4014 -28.269846 -28.269846
#> EXTENSION 4016 -28.269846 -28.269847
#> LO-REDUCTION 4018 -28.269846 -28.269847
#> LO-REDUCTION 4020 -28.269846 -28.269847
#> LO-REDUCTION 4022 -28.269846 -28.269847
#> LO-REDUCTION 4024 -28.269846 -28.269847
#> LO-REDUCTION 4026 -28.269846 -28.269847
#> LO-REDUCTION 4028 -28.269846 -28.269847
#> LO-REDUCTION 4030 -28.269846 -28.269847
#> LO-REDUCTION 4032 -28.269846 -28.269847
#> LO-REDUCTION 4034 -28.269846 -28.269847
#> LO-REDUCTION 4036 -28.269846 -28.269847
#> EXTENSION 4038 -28.269847 -28.269847
#> HI-REDUCTION 4040 -28.269847 -28.269847
#> LO-REDUCTION 4042 -28.269847 -28.269847
#> REFLECTION 4044 -28.269847 -28.269847
#> LO-REDUCTION 4046 -28.269847 -28.269847
#> LO-REDUCTION 4048 -28.269847 -28.269847
#> LO-REDUCTION 4050 -28.269847 -28.269847
#> LO-REDUCTION 4052 -28.269847 -28.269847
#> LO-REDUCTION 4054 -28.269847 -28.269847
#> LO-REDUCTION 4056 -28.269847 -28.269847
#> EXTENSION 4058 -28.269847 -28.269847
#> LO-REDUCTION 4060 -28.269847 -28.269847
#> LO-REDUCTION 4062 -28.269847 -28.269847
#> LO-REDUCTION 4064 -28.269847 -28.269847
#> LO-REDUCTION 4066 -28.269847 -28.269847
#> EXTENSION 4068 -28.269847 -28.269847
#> LO-REDUCTION 4070 -28.269847 -28.269847
#> LO-REDUCTION 4072 -28.269847 -28.269847
#> EXTENSION 4074 -28.269847 -28.269847
#> LO-REDUCTION 4076 -28.269847 -28.269847
#> LO-REDUCTION 4078 -28.269847 -28.269847
#> LO-REDUCTION 4080 -28.269847 -28.269847
#> LO-REDUCTION 4082 -28.269847 -28.269847
#> LO-REDUCTION 4084 -28.269847 -28.269847
#> EXTENSION 4086 -28.269847 -28.269847
#> EXTENSION 4088 -28.269847 -28.269847
#> LO-REDUCTION 4090 -28.269847 -28.269847
#> LO-REDUCTION 4092 -28.269847 -28.269847
#> LO-REDUCTION 4094 -28.269847 -28.269847
#> LO-REDUCTION 4096 -28.269847 -28.269847
#> REFLECTION 4098 -28.269847 -28.269847
#> EXTENSION 4100 -28.269847 -28.269847
#> LO-REDUCTION 4102 -28.269847 -28.269847
#> LO-REDUCTION 4104 -28.269847 -28.269847
#> EXTENSION 4106 -28.269847 -28.269847
#> LO-REDUCTION 4108 -28.269847 -28.269847
#> LO-REDUCTION 4110 -28.269847 -28.269847
#> LO-REDUCTION 4112 -28.269847 -28.269847
#> LO-REDUCTION 4114 -28.269847 -28.269847
#> LO-REDUCTION 4116 -28.269847 -28.269847
#> REFLECTION 4118 -28.269847 -28.269847
#> LO-REDUCTION 4120 -28.269847 -28.269847
#> EXTENSION 4122 -28.269847 -28.269847
#> LO-REDUCTION 4124 -28.269847 -28.269847
#> LO-REDUCTION 4126 -28.269847 -28.269847
#> LO-REDUCTION 4128 -28.269847 -28.269847
#> EXTENSION 4130 -28.269847 -28.269847
#> LO-REDUCTION 4132 -28.269847 -28.269847
#> HI-REDUCTION 4134 -28.269847 -28.269847
#> EXTENSION 4136 -28.269847 -28.269847
#> LO-REDUCTION 4138 -28.269847 -28.269847
#> LO-REDUCTION 4140 -28.269847 -28.269847
#> LO-REDUCTION 4142 -28.269847 -28.269847
#> EXTENSION 4144 -28.269847 -28.269847
#> LO-REDUCTION 4146 -28.269847 -28.269847
#> LO-REDUCTION 4148 -28.269847 -28.269847
#> EXTENSION 4150 -28.269847 -28.269847
#> LO-REDUCTION 4152 -28.269847 -28.269847
#> HI-REDUCTION 4154 -28.269847 -28.269847
#> LO-REDUCTION 4156 -28.269847 -28.269847
#> LO-REDUCTION 4158 -28.269847 -28.269847
#> LO-REDUCTION 4160 -28.269847 -28.269847
#> LO-REDUCTION 4162 -28.269847 -28.269847
#> EXTENSION 4164 -28.269847 -28.269847
#> EXTENSION 4166 -28.269847 -28.269847
#> LO-REDUCTION 4168 -28.269847 -28.269847
#> LO-REDUCTION 4170 -28.269847 -28.269847
#> LO-REDUCTION 4172 -28.269847 -28.269847
#> EXTENSION 4174 -28.269847 -28.269847
#> LO-REDUCTION 4176 -28.269847 -28.269847
#> EXTENSION 4178 -28.269847 -28.269847
#> LO-REDUCTION 4180 -28.269847 -28.269847
#> EXTENSION 4182 -28.269847 -28.269847
#> LO-REDUCTION 4184 -28.269847 -28.269847
#> LO-REDUCTION 4186 -28.269847 -28.269847
#> EXTENSION 4188 -28.269847 -28.269847
#> LO-REDUCTION 4190 -28.269847 -28.269847
#> LO-REDUCTION 4192 -28.269847 -28.269847
#> LO-REDUCTION 4194 -28.269847 -28.269847
#> EXTENSION 4196 -28.269847 -28.269847
#> LO-REDUCTION 4198 -28.269847 -28.269847
#> LO-REDUCTION 4200 -28.269847 -28.269847
#> LO-REDUCTION 4202 -28.269847 -28.269847
#> EXTENSION 4204 -28.269847 -28.269847
#> LO-REDUCTION 4206 -28.269847 -28.269847
#> LO-REDUCTION 4208 -28.269847 -28.269847
#> LO-REDUCTION 4210 -28.269847 -28.269847
#> REFLECTION 4212 -28.269847 -28.269847
#> EXTENSION 4214 -28.269847 -28.269847
#> LO-REDUCTION 4216 -28.269847 -28.269847
#> LO-REDUCTION 4218 -28.269847 -28.269847
#> LO-REDUCTION 4220 -28.269847 -28.269847
#> EXTENSION 4222 -28.269847 -28.269847
#> EXTENSION 4224 -28.269847 -28.269847
#> LO-REDUCTION 4226 -28.269847 -28.269847
#> LO-REDUCTION 4228 -28.269847 -28.269847
#> LO-REDUCTION 4230 -28.269847 -28.269847
#> LO-REDUCTION 4232 -28.269847 -28.269847
#> EXTENSION 4234 -28.269847 -28.269847
#> LO-REDUCTION 4236 -28.269847 -28.269847
#> LO-REDUCTION 4238 -28.269847 -28.269847
#> LO-REDUCTION 4240 -28.269847 -28.269847
#> LO-REDUCTION 4242 -28.269847 -28.269847
#> LO-REDUCTION 4244 -28.269847 -28.269847
#> LO-REDUCTION 4246 -28.269847 -28.269847
#> LO-REDUCTION 4248 -28.269847 -28.269847
#> LO-REDUCTION 4250 -28.269847 -28.269847
#> REFLECTION 4252 -28.269847 -28.269847
#> EXTENSION 4254 -28.269847 -28.269847
#> LO-REDUCTION 4256 -28.269847 -28.269847
#> LO-REDUCTION 4258 -28.269847 -28.269847
#> REFLECTION 4260 -28.269847 -28.269847
#> EXTENSION 4262 -28.269847 -28.269847
#> EXTENSION 4264 -28.269847 -28.269847
#> EXTENSION 4266 -28.269847 -28.269847
#> LO-REDUCTION 4268 -28.269847 -28.269847
#> LO-REDUCTION 4270 -28.269847 -28.269847
#> EXTENSION 4272 -28.269847 -28.269848
#> LO-REDUCTION 4274 -28.269847 -28.269848
#> EXTENSION 4276 -28.269847 -28.269848
#> REFLECTION 4278 -28.269847 -28.269848
#> LO-REDUCTION 4280 -28.269847 -28.269848
#> REFLECTION 4282 -28.269847 -28.269848
#> EXTENSION 4284 -28.269847 -28.269848
#> EXTENSION 4286 -28.269847 -28.269848
#> LO-REDUCTION 4288 -28.269847 -28.269848
#> LO-REDUCTION 4290 -28.269847 -28.269848
#> HI-REDUCTION 4292 -28.269847 -28.269848
#> LO-REDUCTION 4294 -28.269848 -28.269848
#> LO-REDUCTION 4296 -28.269848 -28.269848
#> LO-REDUCTION 4298 -28.269848 -28.269848
#> LO-REDUCTION 4300 -28.269848 -28.269848
#> REFLECTION 4302 -28.269848 -28.269848
#> LO-REDUCTION 4304 -28.269848 -28.269848
#> EXTENSION 4306 -28.269848 -28.269848
#> EXTENSION 4308 -28.269848 -28.269848
#> EXTENSION 4310 -28.269848 -28.269848
#> LO-REDUCTION 4312 -28.269848 -28.269848
#> EXTENSION 4314 -28.269848 -28.269848
#> EXTENSION 4316 -28.269848 -28.269848
#> LO-REDUCTION 4318 -28.269848 -28.269848
#> LO-REDUCTION 4320 -28.269848 -28.269848
#> LO-REDUCTION 4322 -28.269848 -28.269848
#> LO-REDUCTION 4324 -28.269848 -28.269848
#> LO-REDUCTION 4326 -28.269848 -28.269848
#> REFLECTION 4328 -28.269848 -28.269848
#> EXTENSION 4330 -28.269848 -28.269848
#> LO-REDUCTION 4332 -28.269848 -28.269848
#> LO-REDUCTION 4334 -28.269848 -28.269848
#> EXTENSION 4336 -28.269848 -28.269848
#> LO-REDUCTION 4338 -28.269848 -28.269848
#> LO-REDUCTION 4340 -28.269848 -28.269848
#> LO-REDUCTION 4342 -28.269848 -28.269848
#> EXTENSION 4344 -28.269848 -28.269848
#> LO-REDUCTION 4346 -28.269848 -28.269848
#> LO-REDUCTION 4348 -28.269848 -28.269848
#> HI-REDUCTION 4350 -28.269848 -28.269848
#> LO-REDUCTION 4352 -28.269848 -28.269848
#> EXTENSION 4354 -28.269848 -28.269848
#> LO-REDUCTION 4356 -28.269848 -28.269848
#> LO-REDUCTION 4358 -28.269848 -28.269848
#> LO-REDUCTION 4360 -28.269848 -28.269848
#> LO-REDUCTION 4362 -28.269848 -28.269848
#> LO-REDUCTION 4364 -28.269848 -28.269848
#> LO-REDUCTION 4366 -28.269848 -28.269848
#> LO-REDUCTION 4368 -28.269848 -28.269848
#> REFLECTION 4370 -28.269848 -28.269848
#> EXTENSION 4372 -28.269848 -28.269848
#> LO-REDUCTION 4374 -28.269848 -28.269848
#> EXTENSION 4376 -28.269848 -28.269848
#> EXTENSION 4378 -28.269848 -28.269848
#> LO-REDUCTION 4380 -28.269848 -28.269848
#> LO-REDUCTION 4382 -28.269848 -28.269848
#> LO-REDUCTION 4384 -28.269848 -28.269848
#> LO-REDUCTION 4386 -28.269848 -28.269848
#> EXTENSION 4388 -28.269848 -28.269848
#> LO-REDUCTION 4390 -28.269848 -28.269848
#> LO-REDUCTION 4392 -28.269848 -28.269848
#> LO-REDUCTION 4394 -28.269848 -28.269848
#> LO-REDUCTION 4396 -28.269848 -28.269848
#> LO-REDUCTION 4398 -28.269848 -28.269848
#> LO-REDUCTION 4400 -28.269848 -28.269848
#> LO-REDUCTION 4402 -28.269848 -28.269848
#> LO-REDUCTION 4404 -28.269848 -28.269848
#> Exiting from Nelder Mead minimizer
#> 4406 function evaluations used
#> $converge
#> [1] "Model converged successfully"
#>
#> $logL
#> [1] 28.26985
#>
#> $AICc
#> [1] -2.539696
#>
#> $ancestral.values
#> [1] 0.074909846 -0.009647408
#>
#> $SE.anc
#> [1] NA
#>
#> $optima
#> [1] 3.078344 2.008905
#>
#> $SE.optima
#> [1] NA
#>
#> $A
#> [,1] [,2]
#> [1,] 5.985338 0.00000
#> [2,] -3.385831 11.91161
#>
#> $SE.A
#> [1] NA
#>
#> $half.life
#> [1] 0.11580752 0.05819091
#>
#> $R
#> [,1] [,2]
#> [1,] 1.365565e-06 0.00000000
#> [2,] 0.000000e+00 0.09576685
#>
#> $SE.R
#> [1] NA
#>
#> $method
#> [1] "Joint"
#>
#> $K
#> [1] 9
#>
#> $n
#> [1] 15
#>
#> $iter
#> [1] NA
#>
#> attr(,"class")
#> [1] "paleoTSfit"
# }