# Load package library (VAST)
Loading required package: TMB
Loading required package: FishStatsUtils
Loading required package: units
udunits database from /Users/eli.holmes/Library/R/arm64/4.3/library/units/share/udunits/udunits2.xml
Loading required package: marginaleffects
###########################################################################################
Loading package VAST version 3.11.0
For information and examples, please see http://github.com/james-thorson/VAST/
###########################################################################################
# load data set # see `?load_example` for list of stocks with example data # that are installed automatically with `FishStatsUtils`. = load_example ( data_set= "EBS_pollock" )# Make settings (turning off bias.correct to save time for example) = make_settings ( n_x = 100 , Region = example$ Region, purpose = "index2" , bias.correct = FALSE )
= fit_model ( settings = settings, Lat_i = example$ sampling_data[,'Lat' ], Lon_i = example$ sampling_data[,'Lon' ], t_i = example$ sampling_data[,'Year' ], b_i = example$ sampling_data[,'Catch_KG' ], a_i = example$ sampling_data[,'AreaSwept_km2' ] )
### Writing output from `fit_model` in directory: /var/folders/w4/4s0hrwdd2gd8k4kp6s1z8zn40000gn/T//RtmpjUze7r
### Making extrapolation-grid
For the UTM conversion, automatically detected zone 2.
# Reducing extrapolation-grid from 38284 to 2000 cells for Region(s): eastern_bering_sea
Using 100 iterations to find optimal extrapolation grid placement because no saved file found...
Iter=10: Current=1567765 Proposed=1578585
Iter=20: Current=1567765 Proposed=1567305
Iter=30: Current=1567305 Proposed=1579689
Iter=40: Current=1566894 Proposed=1591286
Iter=50: Current=1566894 Proposed=1574820
Iter=60: Current=1566894 Proposed=1583135
Iter=70: Current=1566894 Proposed=1585003
Iter=80: Current=1566894 Proposed=1578045
Iter=90: Current=1566894 Proposed=1569064
Iter=100: Final=1566894 after 35 iterations
Results saved to /var/folders/w4/4s0hrwdd2gd8k4kp6s1z8zn40000gn/T//RtmpjUze7r/Kmeans_extrapolation-2000.RData
for subsequent runs by default (delete it to override)
### Making spatial information
Using 100 iterations to find optimal spatial knot placement because no saved file found...
Iter=10: Current=1672553 Proposed=1703603
Iter=20: Current=1672553 Proposed=1735194
Iter=30: Current=1672553 Proposed=1733218
Iter=40: Current=1672553 Proposed=1700374
Iter=50: Current=1672553 Proposed=1694957
Iter=60: Current=1662637 Proposed=1768348
Iter=70: Current=1662637 Proposed=1701889
Iter=80: Current=1662637 Proposed=1727702
Iter=90: Current=1662637 Proposed=1692254
Iter=100: Final=1657788 after 91 iterations
Results saved to /var/folders/w4/4s0hrwdd2gd8k4kp6s1z8zn40000gn/T//RtmpjUze7r/Kmeans_knots-100.RData
for subsequent runs by default (delete it to override)
Loading required package: INLA
Loading required package: Matrix
Loading required package: sp
This is INLA_24.02.09 built 2024-02-09 03:43:24 UTC.
- See www.r-inla.org/contact-us for how to get help.
- List available models/likelihoods/etc with inla.list.models()
- Use inla.doc(<NAME>) to access documentation
'as(<matrix>, "dgTMatrix")' is deprecated.
Use 'as(as(as(., "dMatrix"), "generalMatrix"), "TsparseMatrix")' instead.
See help("Deprecated") and help("Matrix-deprecated").
Coercing `b_i` to have units `kg`; I recommend using explicit units, e.g., `as_units(b_i,'kg')`, `as_units(b_i,'count') or `as_units(b_i,unitless)`
Coercing `a_i` to have units `km^2`; I recommend using explicit units, e.g., `as_units(a_i,'km^2')` or `as_units(a_i,unitless)`
Component_1 Component_2
Omega -2 -2
Epsilon -2 -2
Beta -2 -2
Epsilon_time -3 -3
OverdispersionConfig_input is:
Calculating range shift for stratum #1:
Note: Using Makevars in /Users/eli.holmes/.R/Makevars
using C++ compiler: 'Apple clang version 15.0.0 (clang-1500.3.9.4)'
using SDK: 'MacOSX14.4.sdk'
List of estimated fixed and random effects:
Coefficient_name Number_of_coefficients Type
1 beta1_ft 33 Fixed
2 beta2_ft 33 Fixed
3 L_epsilon1_z 1 Fixed
4 L_epsilon2_z 1 Fixed
5 L_omega1_z 1 Fixed
6 L_omega2_z 1 Fixed
7 ln_H_input 2 Fixed
8 logkappa1 1 Fixed
9 logkappa2 1 Fixed
10 logSigmaM 1 Fixed
11 Epsiloninput1_sff 5016 Random
12 Epsiloninput2_sff 5016 Random
13 Omegainput1_sf 152 Random
14 Omegainput2_sf 152 Random
### Checking model at initial values
All fixed effects have a nonzero gradient
### Estimating parameters
Note that `getReportCovariance=FALSE` causes an error in `TMB::sdreport` when no ADREPORTed variables are present
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19: 56836.148: 0.183591 -0.600778 -0.186476 -0.0972125 -0.140624 0.197315 0.215616 -0.198663 0.129755 -0.105457 -0.125363 0.360853 -0.0192327 0.196598 0.292491 0.0361505 0.116575 0.0781804 0.168901 0.342220 0.208124 0.245648 0.0195564 0.0427549 0.243075 0.0745278 -0.0637149 -0.170116 -0.619797 -0.496851 -0.538425 -0.0674837 -0.0510007 0.0833181 0.421600 1.61604 0.468402 -4.82819 -0.0545074 0.472173 0.110744 0.254903 0.0340580 0.411066 0.185246 0.312770 0.211867 0.00935614 0.155109 0.177735 0.0127499 -0.0994779 -0.0740492 -0.0477624 -0.0703469 -0.324571 0.143640 0.150447 0.0889263 0.380946 0.0110158 0.0519650 -0.313794 -0.276143 -0.279620 -0.547972 -0.0729804 -0.0528848 -0.174534 -0.143603 0.203276 1.14903 1.20852 -4.20620 0.105848
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22: 56830.990: 0.174918 -0.619042 -0.188414 -0.103601 -0.143217 0.197240 0.219517 -0.203136 0.129602 -0.108535 -0.127411 0.368469 -0.0198676 0.197996 0.297759 0.0379509 0.119351 0.0798768 0.172177 0.353188 0.209768 0.248304 0.0188140 0.0397599 0.247183 0.0754956 -0.0618105 -0.169687 -0.620755 -0.496449 -0.541151 -0.0670331 -0.0504948 0.0857344 0.427517 1.61775 0.433686 -4.83312 -0.0545261 0.492659 0.117555 0.265295 0.0347754 0.428180 0.192651 0.326104 0.221232 0.00728668 0.162390 0.184003 0.0116271 -0.102427 -0.0767739 -0.0487596 -0.0730121 -0.339276 0.148689 0.155540 0.0934299 0.396426 0.0104613 0.0544435 -0.323810 -0.284269 -0.287118 -0.564557 -0.0723993 -0.0535970 -0.179734 -0.148369 0.208380 1.15832 1.22558 -4.21003 0.118370
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24: 56826.618: 0.160520 -0.601963 -0.202243 -0.134074 -0.159038 0.204161 0.245542 -0.229787 0.136129 -0.125772 -0.140238 0.418065 -0.0230076 0.213154 0.334884 0.0472844 0.137132 0.0922193 0.196032 0.418072 0.227793 0.270719 0.0173035 0.0302730 0.277838 0.0843358 -0.0556994 -0.174395 -0.658168 -0.521195 -0.578486 -0.0671099 -0.0485907 0.101535 0.470304 1.69174 0.434751 -4.84248 -0.0565073 0.607466 0.155028 0.326979 0.0407811 0.521394 0.235925 0.400460 0.272081 -0.00138998 0.203149 0.221298 0.00806126 -0.119201 -0.0910247 -0.0532190 -0.0855147 -0.420427 0.180058 0.186749 0.119351 0.484474 0.00978906 0.0694036 -0.380663 -0.331743 -0.333689 -0.661132 -0.0726652 -0.0589315 -0.210032 -0.175051 0.241709 1.19619 1.18969 -4.18881 0.120300
25: 56823.726: 0.172620 -0.619956 -0.205726 -0.153605 -0.165858 0.202345 0.258302 -0.242586 0.136366 -0.134485 -0.145555 0.444149 -0.0246491 0.217960 0.353697 0.0538657 0.147665 0.0988756 0.209588 0.457681 0.234654 0.279051 0.0159938 0.0217115 0.293381 0.0888901 -0.0483845 -0.171440 -0.662177 -0.521108 -0.585997 -0.0643558 -0.0447913 0.111092 0.489289 1.69799 0.409598 -4.84450 -0.0552339 0.686362 0.181973 0.367954 0.0441922 0.585072 0.265509 0.451194 0.307372 -0.00998755 0.231066 0.246427 0.00459665 -0.129031 -0.100018 -0.0554196 -0.0939817 -0.477518 0.200869 0.206957 0.138467 0.544058 0.00875674 0.0801201 -0.416196 -0.360905 -0.360991 -0.721363 -0.0702832 -0.0613294 -0.227563 -0.191688 0.261561 1.11021 1.22476 -4.19028 0.115849
26: 56823.353: 0.169166 -0.622483 -0.205786 -0.153572 -0.165883 0.202503 0.258420 -0.242670 0.136469 -0.134497 -0.145613 0.444360 -0.0246569 0.218078 0.353871 0.0538768 0.147729 0.0989449 0.209735 0.457879 0.234813 0.279200 0.0160552 0.0217912 0.293551 0.0889581 -0.0483859 -0.171504 -0.662496 -0.521364 -0.586235 -0.0644012 -0.0447875 0.111155 0.489533 1.70052 0.402603 -4.84688 -0.0552257 0.686862 0.182139 0.368209 0.0442309 0.585520 0.265705 0.451533 0.307618 -0.0100219 0.231256 0.246607 0.00458482 -0.129079 -0.100063 -0.0554424 -0.0940498 -0.477871 0.200997 0.207101 0.138588 0.544452 0.00875397 0.0801931 -0.416439 -0.361092 -0.361146 -0.721756 -0.0702738 -0.0613170 -0.227674 -0.191791 0.261717 1.11203 1.22348 -4.19299 0.121216
27: 56822.879: 0.168429 -0.624571 -0.205635 -0.153753 -0.165834 0.202508 0.258733 -0.242830 0.136539 -0.134517 -0.145653 0.444995 -0.0246303 0.218193 0.354334 0.0541147 0.148062 0.0992180 0.210208 0.459058 0.235047 0.279368 0.0161955 0.0217017 0.293994 0.0891665 -0.0480140 -0.171254 -0.662550 -0.521312 -0.586217 -0.0642703 -0.0445089 0.111513 0.489880 1.69890 0.399402 -4.84925 -0.0549148 0.689525 0.183199 0.369637 0.0444563 0.587659 0.266813 0.453259 0.308889 -0.0103246 0.232290 0.247547 0.00455159 -0.129143 -0.100147 -0.0553156 -0.0941734 -0.479754 0.201780 0.207851 0.139409 0.546484 0.00882852 0.0807166 -0.417243 -0.361659 -0.361574 -0.723115 -0.0699067 -0.0611315 -0.227921 -0.192092 0.262358 1.11756 1.22346 -4.19357 0.115915
28: 56822.364: 0.166626 -0.628772 -0.205275 -0.154143 -0.165729 0.202509 0.259450 -0.243170 0.136720 -0.134552 -0.145725 0.446460 -0.0245636 0.218468 0.355405 0.0546524 0.148821 0.0998367 0.211281 0.461756 0.235600 0.279758 0.0165044 0.0215146 0.295016 0.0896526 -0.0471891 -0.170697 -0.662699 -0.521230 -0.586190 -0.0639664 -0.0438827 0.112330 0.490679 1.69575 0.392420 -4.85440 -0.0542234 0.695660 0.185633 0.372948 0.0449805 0.592578 0.269368 0.457235 0.311810 -0.0110048 0.234673 0.249717 0.00448915 -0.129306 -0.100345 -0.0550195 -0.0944434 -0.484087 0.203598 0.209590 0.141298 0.551176 0.00901267 0.0819217 -0.419121 -0.362990 -0.362606 -0.726301 -0.0690792 -0.0607224 -0.228514 -0.192800 0.263865 1.12976 1.22428 -4.19449 0.120478
29: 56821.592: 0.165685 -0.633900 -0.204040 -0.154785 -0.165226 0.202219 0.260938 -0.243528 0.137109 -0.134396 -0.145564 0.449587 -0.0242672 0.218961 0.357669 0.0559610 0.150567 0.101254 0.213647 0.467924 0.236742 0.280432 0.0172516 0.0211448 0.297219 0.0908235 -0.0451549 -0.169149 -0.662456 -0.520590 -0.585562 -0.0630355 -0.0422795 0.114271 0.492041 1.68768 0.386148 -4.86253 -0.0524543 0.710099 0.191472 0.380882 0.0463296 0.604051 0.275499 0.466597 0.318694 -0.0125722 0.240357 0.254932 0.00446474 -0.129511 -0.100636 -0.0541158 -0.0948754 -0.494247 0.208012 0.213783 0.145897 0.562248 0.00958397 0.0848932 -0.423255 -0.365874 -0.364833 -0.733431 -0.0669840 -0.0596385 -0.229682 -0.194280 0.267483 1.15348 1.22628 -4.19328 0.115576
30: 56817.401: 0.115001 -0.622778 -0.177252 -0.145771 -0.148443 0.197252 0.274931 -0.231824 0.146279 -0.121857 -0.132000 0.479627 -0.0144715 0.224970 0.380104 0.0730540 0.171423 0.119276 0.240631 0.535245 0.251441 0.286293 0.0312989 0.0266290 0.321602 0.108894 -0.0187972 -0.145557 -0.652959 -0.509040 -0.568430 -0.0457098 -0.0185970 0.139658 0.497683 1.73407 0.372572 -4.92547 -0.0254097 0.887290 0.266645 0.483967 0.0692508 0.743403 0.356055 0.582620 0.404908 -0.0282743 0.313852 0.325272 0.0103059 -0.123858 -0.0963614 -0.0355400 -0.0932216 -0.616087 0.267629 0.270944 0.208476 0.700112 0.0225965 0.127108 -0.463963 -0.392337 -0.384106 -0.808473 -0.0372945 -0.0402474 -0.235163 -0.204767 0.317880 1.27695 1.21084 -4.18154 0.120880
31: 56816.411: 0.187979 -0.686792 -0.175254 -0.146185 -0.147928 0.204659 0.288403 -0.233596 0.156019 -0.120609 -0.130383 0.501520 -0.00998669 0.236188 0.398461 0.0821032 0.183964 0.128720 0.255211 0.566918 0.264882 0.298493 0.0369231 0.0306938 0.338112 0.118315 -0.0125509 -0.143117 -0.667658 -0.518820 -0.580217 -0.0402911 -0.0120795 0.151388 0.515549 1.78747 0.365705 -4.91899 -0.0159995 0.940413 0.290250 0.520710 0.0836915 0.786084 0.384751 0.619302 0.433144 -0.0235176 0.339267 0.353085 0.0206749 -0.116934 -0.0891453 -0.0249236 -0.0868369 -0.645335 0.291739 0.295702 0.231596 0.744702 0.0336573 0.144615 -0.471661 -0.397796 -0.388522 -0.829526 -0.0287983 -0.0310015 -0.232872 -0.202878 0.344502 1.29301 1.20005 -4.17742 0.118879
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55: 56788.820: 0.145273 -0.655658 4.55182 4.64057 4.72671 5.21538 5.18908 4.50203 5.03803 4.66043 4.64431 5.34096 4.90039 5.14673 5.31381 4.91993 4.95277 4.89393 5.16342 5.80987 5.14134 5.23178 4.83879 4.93275 5.23756 4.92428 4.86757 4.68420 4.16386 4.09527 4.28832 4.79556 4.85499 4.92618 5.52276 0.989051 0.474171 -4.24448 2.21810 3.23560 2.51219 2.65761 2.34207 3.12718 2.63913 2.91847 2.72110 2.12353 2.61780 2.61084 2.18791 2.10456 2.14361 2.16061 2.02329 1.60085 2.49323 2.53728 2.46946 3.06333 2.19571 2.40929 1.66829 1.74250 1.75413 1.15569 2.15616 2.17982 1.92746 1.97967 2.57339 1.16202 1.20120 -4.24529 0.125368
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57: 56785.587: 0.144703 -0.657311 5.23810 5.33983 5.44572 5.95351 5.89998 5.18875 5.74971 5.35147 5.33580 6.04401 5.61706 5.86202 6.01460 5.62200 5.63303 5.57346 5.87246 6.56757 5.84348 5.94859 5.53723 5.64924 5.94030 5.61939 5.58630 5.37715 4.88175 4.75187 5.00290 5.49357 5.57015 5.60744 6.25292 0.857498 0.484441 -4.11839 2.37455 3.34905 2.64527 2.78269 2.49652 3.27322 2.78721 3.06020 2.88016 2.29755 2.76853 2.76299 2.35858 2.27373 2.30916 2.31127 2.20388 1.81951 2.64848 2.67992 2.61306 3.19970 2.36553 2.56621 1.83721 1.89920 1.90225 1.25972 2.28852 2.34341 2.09203 2.14482 2.73390 1.17437 1.18966 -4.26066 0.110554
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76: 56768.647: 0.154942 -0.704302 5.74040 5.81006 5.85554 6.30743 6.37785 5.65812 6.11685 5.78402 5.86899 6.53784 5.96101 6.26184 6.42277 6.07854 6.17618 6.16174 6.18509 6.62186 6.22929 6.41266 6.03295 5.98906 6.33974 6.08863 5.96649 5.75624 5.24505 5.47571 5.34502 5.90539 5.98270 6.20668 6.53186 0.929886 0.446503 -4.08444 1.28664 2.48258 1.63967 1.95315 1.32192 2.25675 1.77442 2.04681 1.78979 1.17365 1.68589 1.70562 1.33392 1.06998 1.12448 1.20908 1.24164 0.369274 1.72351 1.58425 1.50635 2.23569 1.37009 1.45154 0.605530 0.777121 0.835303 0.323345 1.32277 1.21269 0.949912 0.958566 1.72215 1.14470 1.19298 -4.22989 0.121184
77: 56768.518: 0.155075 -0.692782 5.80144 5.88731 5.88271 6.44447 6.43187 5.74019 6.15023 5.85183 5.90035 6.64933 5.92084 6.27072 6.51585 6.10284 6.22374 6.15907 6.26525 6.70604 6.25880 6.48064 6.09764 5.98186 6.44650 6.13701 6.01243 5.89199 5.29380 5.51719 5.39003 5.97422 6.02192 6.22034 6.59656 0.932393 0.449953 -4.08856 1.23304 2.40757 1.56536 1.82542 1.27447 2.20484 1.69433 1.99153 1.73978 1.11085 1.61907 1.63004 1.24493 1.03153 1.08945 1.14637 1.11494 0.312843 1.60899 1.52590 1.46764 2.15383 1.27227 1.40209 0.564000 0.728129 0.770416 0.237555 1.24137 1.16207 0.888757 0.905567 1.61295 1.13725 1.19045 -4.22986 0.121130
78: 56768.101: 0.154192 -0.683652 5.85071 5.91438 5.94365 6.51604 6.47071 5.81243 6.21401 5.92059 5.92192 6.76168 6.03286 6.32421 6.57972 6.17479 6.27856 6.24095 6.32841 6.78712 6.32435 6.52678 6.14510 6.06765 6.51478 6.19060 6.08311 5.91538 5.34386 5.58461 5.44532 6.02305 6.07301 6.28939 6.65270 0.939364 0.450305 -4.08755 1.19077 2.33215 1.50348 1.66957 1.24021 2.16229 1.62878 1.94867 1.70100 1.05816 1.58694 1.57548 1.15414 1.01585 1.07708 1.11939 0.993110 0.269667 1.50769 1.47193 1.44162 2.09592 1.16846 1.36872 0.539984 0.676788 0.710596 0.154476 1.16794 1.12031 0.842876 0.882085 1.50375 1.13238 1.18454 -4.23073 0.118414
79: 56767.929: 0.152864 -0.685407 5.85445 5.92193 5.95021 6.50802 6.48840 5.82193 6.22314 5.92469 5.93617 6.73210 6.04179 6.35632 6.57639 6.18086 6.28510 6.26301 6.33830 6.76952 6.35103 6.53574 6.14523 6.07657 6.50181 6.19779 6.08407 5.96420 5.37478 5.56941 5.44298 6.03445 6.08240 6.31425 6.67215 0.942189 0.449065 -4.09104 1.17332 2.31379 1.48420 1.63740 1.22988 2.14351 1.61153 1.93074 1.68393 1.02711 1.56712 1.56405 1.13326 0.996895 1.06498 1.11076 0.983531 0.243380 1.49495 1.45536 1.42419 2.07809 1.14512 1.35339 0.520054 0.663722 0.688103 0.127937 1.14806 1.10257 0.827342 0.872585 1.48865 1.12818 1.18335 -4.23055 0.118172
80: 56767.670: 0.149872 -0.689065 5.86591 5.92696 5.95802 6.49155 6.49139 5.84095 6.23650 5.94549 5.93383 6.70378 6.05342 6.36096 6.56823 6.19437 6.28684 6.24707 6.34675 6.76941 6.34955 6.53222 6.16021 6.08613 6.49047 6.20570 6.11767 5.95806 5.38007 5.58716 5.44831 6.05275 6.09573 6.30252 6.69990 0.945470 0.449056 -4.09398 1.15146 2.29741 1.46448 1.63425 1.20896 2.11881 1.59826 1.90912 1.65547 1.00602 1.53879 1.54463 1.12543 0.964027 1.03991 1.09017 1.00811 0.223607 1.49364 1.43287 1.39674 2.06025 1.14270 1.33033 0.493242 0.640051 0.659944 0.106841 1.13199 1.07990 0.810138 0.847981 1.49472 1.12245 1.18444 -4.23062 0.119684
81: 56767.526: 0.147003 -0.690815 5.87974 5.94000 5.97201 6.46551 6.47546 5.83239 6.25602 5.94527 5.97309 6.74399 6.07864 6.36165 6.56386 6.21180 6.30327 6.27165 6.31839 6.80883 6.34605 6.52218 6.17633 6.10501 6.49525 6.21937 6.11908 5.98758 5.40094 5.58510 5.45086 6.05830 6.10189 6.31394 6.68231 0.947342 0.450168 -4.09570 1.13354 2.28386 1.44987 1.64783 1.18195 2.09687 1.59002 1.88860 1.63938 1.01906 1.51972 1.52825 1.12899 0.940040 1.01712 1.07618 1.02611 0.223277 1.49813 1.41225 1.37202 2.04700 1.15495 1.31018 0.469622 0.627095 0.644984 0.0914302 1.11903 1.06244 0.796272 0.829617 1.49382 1.11854 1.18711 -4.23216 0.120035
82: 56767.522: 0.144344 -0.688841 5.88314 5.95953 5.98475 6.43632 6.49706 5.85341 6.27078 5.96422 5.97919 6.77913 6.07137 6.41410 6.55436 6.21030 6.30548 6.27896 6.34148 6.84765 6.38660 6.53211 6.17485 6.11657 6.47353 6.22999 6.14430 5.98588 5.40889 5.60792 5.46798 6.09531 6.13539 6.33744 6.67942 0.949982 0.450734 -4.09651 1.11821 2.26682 1.43803 1.67065 1.16140 2.09239 1.57873 1.87811 1.63349 1.03089 1.51117 1.52672 1.13275 0.935147 0.992311 1.05165 1.01918 0.224312 1.50239 1.40120 1.35348 2.03270 1.15554 1.29227 0.468642 0.616889 0.647899 0.0804975 1.10354 1.06069 0.788605 0.815773 1.49387 1.11652 1.18808 -4.23215 0.118178
83: 56767.428: 0.143746 -0.689303 5.89966 5.96326 5.99482 6.43738 6.50419 5.85792 6.28170 5.97515 5.98929 6.76503 6.09489 6.40794 6.55696 6.22798 6.31732 6.28196 6.35434 6.84711 6.38317 6.53540 6.19482 6.12979 6.47815 6.24055 6.15783 5.99434 5.41600 5.61145 5.47461 6.09205 6.13443 6.33355 6.69743 0.951172 0.450221 -4.09912 1.11305 2.25593 1.43213 1.68372 1.14967 2.09117 1.57261 1.87414 1.63333 1.02340 1.51332 1.51844 1.13528 0.939225 0.983266 1.03885 1.00848 0.216033 1.49542 1.39516 1.34947 2.02633 1.15694 1.28491 0.470830 0.613314 0.649748 0.0718699 1.09384 1.05794 0.782146 0.806565 1.49821 1.11498 1.18807 -4.23111 0.118160
84: 56767.417: 0.143744 -0.689275 5.89966 5.96326 5.99483 6.43738 6.50418 5.85791 6.28171 5.97515 5.98929 6.76501 6.09492 6.40793 6.55696 6.22799 6.31732 6.28196 6.35435 6.84710 6.38316 6.53540 6.19482 6.12981 6.47815 6.24055 6.15785 5.99432 5.41600 5.61144 5.47461 6.09205 6.13444 6.33354 6.69745 0.951162 0.450180 -4.09915 1.11305 2.25593 1.43213 1.68371 1.14967 2.09117 1.57261 1.87414 1.63332 1.02340 1.51333 1.51844 1.13528 0.939225 0.983271 1.03886 1.00849 0.216030 1.49542 1.39516 1.34948 2.02634 1.15694 1.28491 0.470830 0.613311 0.649743 0.0718644 1.09384 1.05794 0.782148 0.806566 1.49821 1.11498 1.18810 -4.23103 0.119059
85: 56767.411: 0.143594 -0.688857 5.89965 5.96298 5.99507 6.43741 6.50391 5.85782 6.28203 5.97523 5.98926 6.76432 6.09588 6.40760 6.55699 6.22839 6.31733 6.28197 6.35446 6.84685 6.38289 6.53513 6.19495 6.13038 6.47834 6.24061 6.15830 5.99376 5.41607 5.61104 5.47465 6.09206 6.13456 6.33326 6.69813 0.950834 0.448455 -4.10014 1.11309 2.25592 1.43215 1.68343 1.14969 2.09113 1.57270 1.87417 1.63330 1.02312 1.51342 1.51837 1.13522 0.939228 0.983409 1.03901 1.00871 0.215931 1.49535 1.39508 1.34952 2.02645 1.15693 1.28499 0.470830 0.613234 0.649572 0.0716882 1.09385 1.05793 0.782210 0.806604 1.49838 1.11467 1.18781 -4.22897 0.118571
86: 56767.401: 0.143548 -0.688891 5.89917 5.96351 5.99570 6.43832 6.50229 5.85879 6.28328 5.97539 5.98937 6.76284 6.09676 6.40643 6.55814 6.22855 6.31784 6.28328 6.35360 6.84625 6.38193 6.53427 6.19441 6.13163 6.48079 6.24097 6.15881 5.99357 5.41682 5.61114 5.47507 6.09466 6.13665 6.33379 6.70018 0.950746 0.448374 -4.10052 1.11278 2.25594 1.43191 1.68224 1.14936 2.09057 1.57277 1.87384 1.63260 1.02217 1.51278 1.51780 1.13495 0.938345 0.983725 1.03967 1.00943 0.215412 1.49494 1.39447 1.34913 2.02645 1.15708 1.28498 0.470092 0.612789 0.648241 0.0709662 1.09378 1.05772 0.782401 0.806765 1.49863 1.11455 1.18785 -4.22888 0.119039
87: 56767.386: 0.142959 -0.687654 5.89931 5.96292 5.99725 6.43933 6.50011 5.85934 6.28526 5.97615 5.98979 6.75935 6.10125 6.40473 6.55933 6.23051 6.31825 6.28405 6.35343 6.84489 6.38044 6.53271 6.19470 6.13472 6.48341 6.24155 6.16118 5.99172 5.41781 5.61019 5.47583 6.09628 6.13854 6.33325 6.70444 0.949454 0.446661 -4.10496 1.11270 2.25607 1.43175 1.67899 1.14963 2.08952 1.57313 1.87355 1.63152 1.02028 1.51213 1.51713 1.13406 0.937069 0.984860 1.04125 1.01184 0.214891 1.49439 1.39365 1.34897 2.02683 1.15677 1.28538 0.469028 0.611974 0.645544 0.0693893 1.09389 1.05707 0.782799 0.807279 1.49920 1.11347 1.18953 -4.22422 0.118237
88: 56767.359: 0.142572 -0.687104 5.90810 5.96389 6.00210 6.44628 6.50000 5.86403 6.28903 5.98307 5.99692 6.75991 6.11161 6.41058 6.56744 6.23997 6.32024 6.28344 6.35418 6.84606 6.38498 6.53462 6.20064 6.14009 6.49147 6.24523 6.17004 5.99513 5.42240 5.61570 5.48104 6.09507 6.14085 6.33461 6.71498 0.948739 0.445998 -4.10732 1.11271 2.25802 1.43029 1.65450 1.15716 2.07966 1.57396 1.87024 1.62212 1.01629 1.50214 1.51613 1.12622 0.924804 0.992369 1.05191 1.03359 0.217884 1.49480 1.39159 1.34761 2.02639 1.15131 1.28786 0.459094 0.608075 0.625501 0.0617621 1.09575 1.04955 0.784123 0.811731 1.49646 1.11347 1.18935 -4.22509 0.118612
89: 56767.350: 0.142653 -0.687513 5.90522 5.97078 6.00708 6.45478 6.50330 5.86861 6.29724 5.98401 5.99809 6.75897 6.11841 6.40627 6.56869 6.24404 6.32666 6.29045 6.35555 6.84645 6.38350 6.53881 6.20685 6.14780 6.49304 6.25043 6.17284 5.99576 5.42830 5.61713 5.48482 6.11044 6.14646 6.33576 6.71950 0.948787 0.446131 -4.10797 1.11072 2.25778 1.42886 1.64856 1.15856 2.07754 1.57408 1.86844 1.61961 1.01346 1.49966 1.51310 1.12276 0.921833 0.993918 1.05432 1.03762 0.217076 1.49293 1.39061 1.34678 2.02586 1.14866 1.28780 0.456167 0.606120 0.621716 0.0583005 1.09442 1.04944 0.783835 0.811668 1.49458 1.11351 1.18882 -4.22643 0.119037
90: 56767.343: 0.142559 -0.687178 5.91116 5.97350 6.01244 6.45997 6.50397 5.87406 6.30388 5.99120 6.00386 6.76028 6.12418 6.41084 6.57437 6.24770 6.33007 6.29692 6.36130 6.85101 6.38770 6.54050 6.20653 6.15455 6.50201 6.25443 6.18015 6.00088 5.43275 5.62193 5.49005 6.11149 6.15589 6.34274 6.72950 0.948842 0.446245 -4.10844 1.11032 2.25601 1.42752 1.64862 1.15603 2.07956 1.57319 1.86892 1.62168 1.01139 1.50090 1.51223 1.12282 0.923591 0.992059 1.05235 1.03362 0.215029 1.49184 1.38887 1.34533 2.02522 1.14950 1.28648 0.457474 0.606093 0.626037 0.0581139 1.09227 1.04981 0.783122 0.810728 1.49493 1.11334 1.18847 -4.22675 0.119108
91: 56767.336: 0.142315 -0.686384 5.91774 5.97758 6.01819 6.46292 6.50938 5.87801 6.30800 5.99555 6.00773 6.76417 6.13249 6.41902 6.58051 6.25511 6.33527 6.30085 6.36909 6.85688 6.39495 6.54493 6.21490 6.16003 6.50742 6.25997 6.18590 6.00442 5.43884 5.62608 5.49574 6.11616 6.15739 6.34752 6.73731 0.949053 0.446104 -4.10929 1.11044 2.25488 1.42647 1.64692 1.15511 2.08107 1.57199 1.86916 1.62321 1.00999 1.50235 1.51230 1.12260 0.925728 0.991390 1.05071 1.03035 0.212959 1.49133 1.38797 1.34577 2.02462 1.14893 1.28597 0.458349 0.606097 0.629319 0.0580316 1.09083 1.05061 0.781623 0.809851 1.49410 1.11326 1.18841 -4.22603 0.118904
92: 56767.334: 0.142113 -0.685874 5.92158 5.98006 6.02321 6.46843 6.52104 5.88201 6.31373 6.00312 6.01512 6.76926 6.14044 6.42055 6.58081 6.26015 6.34056 6.30480 6.37880 6.86280 6.39842 6.55347 6.21801 6.16756 6.50342 6.26470 6.19271 6.00967 5.44230 5.63023 5.50039 6.11300 6.16483 6.34884 6.73966 0.948654 0.445670 -4.11120 1.11044 2.25345 1.42592 1.64594 1.15605 2.08086 1.57125 1.86947 1.62375 1.00935 1.50298 1.51092 1.12052 0.926724 0.992061 1.05033 1.02837 0.210963 1.48915 1.38848 1.34585 2.02424 1.14521 1.28603 0.459393 0.606347 0.627710 0.0563444 1.09009 1.04979 0.782241 0.809491 1.49144 1.11275 1.18871 -4.22500 0.118978
93: 56767.332: 0.141906 -0.685472 5.93245 5.98441 6.02891 6.47216 6.52464 5.88563 6.31936 6.00649 6.01876 6.77074 6.14712 6.42638 6.58420 6.26635 6.34270 6.30876 6.38449 6.86608 6.40422 6.55661 6.22232 6.17218 6.51022 6.26838 6.19759 6.01237 5.44721 5.63432 5.50515 6.12060 6.16505 6.35516 6.74655 0.948569 0.445389 -4.11289 1.11058 2.24949 1.42580 1.64922 1.15278 2.07774 1.56934 1.86777 1.62151 1.00865 1.50261 1.51000 1.12032 0.928181 0.992433 1.04927 1.02332 0.208956 1.48446 1.38748 1.34628 2.02142 1.14381 1.28573 0.461663 0.605706 0.618667 0.0496090 1.08856 1.04984 0.783279 0.811299 1.49077 1.11233 1.18881 -4.22494 0.119207
94: 56767.330: 0.141650 -0.685034 5.92868 5.98983 6.03221 6.47209 6.52633 5.89108 6.32237 6.01146 6.02278 6.77176 6.15322 6.43340 6.59341 6.27135 6.34999 6.31267 6.38833 6.86869 6.41110 6.55872 6.23237 6.17824 6.51901 6.27473 6.20093 6.01658 5.45248 5.63993 5.51072 6.12262 6.17108 6.35577 6.75490 0.949431 0.445426 -4.11353 1.10804 2.24662 1.42462 1.64896 1.15008 2.07580 1.56716 1.86645 1.61987 1.00761 1.50177 1.50943 1.12123 0.928391 0.993250 1.04830 1.01981 0.207497 1.48126 1.38614 1.34701 2.01944 1.14308 1.28553 0.462004 0.604366 0.612709 0.0438708 1.08637 1.04863 0.783804 0.811085 1.49066 1.11223 1.18865 -4.22487 0.118967
95: 56767.329: 0.141563 -0.685253 5.93343 5.99119 6.03517 6.47494 6.52762 5.89200 6.32474 6.01288 6.02420 6.77322 6.15515 6.43373 6.59701 6.27329 6.35194 6.31498 6.38988 6.87024 6.41190 6.56070 6.23258 6.18007 6.52042 6.27656 6.20412 6.01786 5.45424 5.64096 5.51226 6.12627 6.17209 6.35747 6.75742 0.949587 0.445587 -4.11366 1.10727 2.24795 1.42285 1.64317 1.15135 2.07736 1.56718 1.86655 1.62070 1.00616 1.50080 1.50870 1.11973 0.926336 0.992109 1.04824 1.02191 0.206854 1.48231 1.38544 1.34531 2.02016 1.14214 1.28449 0.458712 0.602255 0.617605 0.0444158 1.08445 1.04771 0.780675 0.809144 1.48984 1.11192 1.18857 -4.22486 0.118707
96: 56767.328: 0.141509 -0.685478 5.93407 5.99316 6.03643 6.47997 6.52774 5.89368 6.32691 6.01387 6.02541 6.77510 6.15783 6.43643 6.59571 6.27647 6.35185 6.31498 6.39103 6.87251 6.41277 6.56134 6.23719 6.18120 6.52316 6.27784 6.20571 6.01957 5.45580 5.64255 5.51391 6.12755 6.17420 6.36129 6.76034 0.949772 0.445824 -4.11351 1.10643 2.24987 1.42133 1.63834 1.15233 2.07946 1.56748 1.86701 1.62189 1.00443 1.50057 1.50873 1.11692 0.924967 0.990460 1.04764 1.02358 0.205854 1.48400 1.38443 1.34462 2.02119 1.14194 1.28353 0.455596 0.600899 0.622886 0.0461971 1.08342 1.04694 0.777976 0.807499 1.48927 1.11171 1.18850 -4.22465 0.118941
97: 56767.328: 0.141511 -0.685484 5.93501 5.99301 6.03709 6.47956 6.52833 5.89374 6.32670 6.01431 6.02569 6.77546 6.15787 6.43650 6.59688 6.27634 6.35330 6.31583 6.39133 6.87296 6.41309 6.56182 6.23654 6.18161 6.52359 6.27849 6.20622 6.01960 5.45636 5.64262 5.51407 6.12834 6.17431 6.36057 6.76077 0.949776 0.445881 -4.11361 1.10657 2.24985 1.42142 1.63798 1.15230 2.07938 1.56736 1.86701 1.62182 1.00399 1.50056 1.50857 1.11699 0.924852 0.990466 1.04759 1.02363 0.205369 1.48421 1.38429 1.34434 2.02120 1.14200 1.28348 0.455602 0.601031 0.622639 0.0463623 1.08367 1.04707 0.777958 0.807052 1.48915 1.11179 1.18840 -4.22479 0.118962
98: 56767.328: 0.141531 -0.685463 5.93555 5.99354 6.03709 6.47954 6.52873 5.89413 6.32774 6.01421 6.02604 6.77580 6.15806 6.43598 6.59814 6.27665 6.35274 6.31632 6.39178 6.87344 6.41305 6.56236 6.23635 6.18192 6.52327 6.27833 6.20668 6.01978 5.45679 5.64290 5.51422 6.12873 6.17445 6.36125 6.76101 0.949675 0.445898 -4.11379 1.10676 2.24968 1.42168 1.63846 1.15200 2.07888 1.56747 1.86678 1.62143 1.00358 1.50051 1.50824 1.11724 0.924878 0.990238 1.04753 1.02372 0.204819 1.48411 1.38418 1.34423 2.02100 1.14190 1.28339 0.455949 0.601381 0.621227 0.0461679 1.08415 1.04720 0.778411 0.807179 1.48902 1.11189 1.18833 -4.22495 0.118909
99: 56767.328: 0.141562 -0.685479 5.93619 5.99339 6.03791 6.48068 6.52877 5.89411 6.32774 6.01517 6.02631 6.77590 6.15808 6.43629 6.59688 6.27645 6.35332 6.31650 6.39163 6.87367 6.41312 6.56243 6.23614 6.18212 6.52345 6.27875 6.20672 6.01977 5.45712 5.64296 5.51430 6.12925 6.17457 6.36155 6.76102 0.949570 0.445866 -4.11399 1.10688 2.24930 1.42199 1.63954 1.15164 2.07828 1.56736 1.86667 1.62100 1.00353 1.50029 1.50817 1.11693 0.924768 0.990523 1.04763 1.02377 0.204582 1.48375 1.38412 1.34420 2.02073 1.14188 1.28353 0.456214 0.601477 0.619934 0.0455825 1.08430 1.04723 0.778899 0.807556 1.48897 1.11196 1.18834 -4.22502 0.118932
100: 56767.328: 0.141563 -0.685477 5.93620 5.99339 6.03791 6.48068 6.52877 5.89411 6.32774 6.01517 6.02631 6.77590 6.15808 6.43629 6.59688 6.27645 6.35332 6.31650 6.39163 6.87367 6.41312 6.56243 6.23613 6.18212 6.52345 6.27875 6.20672 6.01977 5.45712 5.64296 5.51430 6.12925 6.17457 6.36155 6.76102 0.949570 0.445866 -4.11399 1.10688 2.24930 1.42199 1.63954 1.15164 2.07828 1.56736 1.86667 1.62100 1.00353 1.50029 1.50817 1.11693 0.924767 0.990522 1.04763 1.02377 0.204582 1.48375 1.38412 1.34420 2.02073 1.14188 1.28353 0.456213 0.601477 0.619934 0.0455824 1.08430 1.04723 0.778899 0.807556 1.48897 1.11196 1.18835 -4.22501 0.118973
101: 56767.328: 0.141563 -0.685475 5.93621 5.99340 6.03790 6.48068 6.52878 5.89412 6.32774 6.01516 6.02632 6.77591 6.15808 6.43629 6.59687 6.27645 6.35332 6.31650 6.39164 6.87367 6.41312 6.56243 6.23613 6.18213 6.52346 6.27875 6.20673 6.01977 5.45712 5.64297 5.51431 6.12925 6.17458 6.36155 6.76102 0.949570 0.445865 -4.11399 1.10688 2.24930 1.42199 1.63954 1.15164 2.07828 1.56736 1.86666 1.62099 1.00354 1.50029 1.50817 1.11693 0.924767 0.990525 1.04763 1.02378 0.204583 1.48375 1.38412 1.34420 2.02072 1.14189 1.28353 0.456214 0.601475 0.619930 0.0455767 1.08430 1.04723 0.778901 0.807558 1.48897 1.11196 1.18835 -4.22501 0.118953
102: 56767.328: 0.141565 -0.685463 5.93624 5.99340 6.03789 6.48068 6.52879 5.89413 6.32774 6.01513 6.02632 6.77591 6.15808 6.43628 6.59687 6.27646 6.35332 6.31652 6.39164 6.87368 6.41312 6.56244 6.23610 6.18213 6.52347 6.27875 6.20674 6.01977 5.45711 5.64297 5.51431 6.12927 6.17458 6.36154 6.76102 0.949570 0.445864 -4.11401 1.10688 2.24930 1.42199 1.63954 1.15164 2.07828 1.56736 1.86666 1.62099 1.00354 1.50029 1.50816 1.11693 0.924765 0.990527 1.04764 1.02378 0.204583 1.48374 1.38412 1.34420 2.02072 1.14189 1.28353 0.456213 0.601472 0.619926 0.0455703 1.08430 1.04723 0.778902 0.807559 1.48897 1.11197 1.18840 -4.22499 0.118966
103: 56767.327: 0.141564 -0.685459 5.93629 5.99343 6.03787 6.48067 6.52885 5.89417 6.32775 6.01507 6.02634 6.77592 6.15811 6.43628 6.59685 6.27649 6.35334 6.31655 6.39167 6.87369 6.41313 6.56246 6.23607 6.18215 6.52352 6.27874 6.20676 6.01979 5.45711 5.64299 5.51432 6.12930 6.17462 6.36153 6.76104 0.949569 0.445860 -4.11401 1.10688 2.24929 1.42198 1.63956 1.15164 2.07827 1.56735 1.86664 1.62098 1.00356 1.50028 1.50816 1.11693 0.924760 0.990539 1.04765 1.02378 0.204588 1.48372 1.38413 1.34419 2.02072 1.14189 1.28353 0.456212 0.601461 0.619908 0.0455433 1.08428 1.04723 0.778909 0.807569 1.48898 1.11197 1.18840 -4.22499 0.118950
104: 56767.327: 0.141561 -0.685436 5.93658 5.99359 6.03781 6.48062 6.52914 5.89435 6.32786 6.01489 6.02646 6.77596 6.15823 6.43625 6.59685 6.27665 6.35337 6.31674 6.39181 6.87376 6.41318 6.56263 6.23595 6.18226 6.52374 6.27872 6.20690 6.01991 5.45712 5.64311 5.51441 6.12947 6.17477 6.36153 6.76111 0.949565 0.445840 -4.11406 1.10687 2.24925 1.42192 1.63965 1.15164 2.07822 1.56733 1.86656 1.62093 1.00367 1.50020 1.50812 1.11696 0.924716 0.990597 1.04771 1.02382 0.204622 1.48359 1.38416 1.34415 2.02067 1.14189 1.28352 0.456180 0.601376 0.619836 0.0453858 1.08417 1.04718 0.778920 0.807632 1.48900 1.11200 1.18841 -4.22499 0.118963
105: 56767.327: 0.141555 -0.685404 5.93691 5.99384 6.03820 6.48062 6.52936 5.89436 6.32840 6.01533 6.02665 6.77607 6.15828 6.43609 6.59776 6.27673 6.35326 6.31703 6.39205 6.87383 6.41334 6.56296 6.23600 6.18244 6.52362 6.27885 6.20717 6.02004 5.45734 5.64324 5.51461 6.12977 6.17476 6.36195 6.76120 0.949574 0.445808 -4.11414 1.10678 2.24923 1.42182 1.63962 1.15158 2.07819 1.56736 1.86657 1.62091 1.00386 1.50007 1.50802 1.11722 0.924588 0.990598 1.04777 1.02385 0.204668 1.48344 1.38420 1.34410 2.02064 1.14173 1.28349 0.456041 0.601178 0.619869 0.0451585 1.08396 1.04707 0.778780 0.807719 1.48900 1.11202 1.18845 -4.22494 0.118955
106: 56767.327: 0.141547 -0.685408 5.93743 5.99389 6.03838 6.48119 6.52924 5.89471 6.32844 6.01508 6.02692 6.77634 6.15855 6.43633 6.59833 6.27694 6.35368 6.31713 6.39228 6.87410 6.41348 6.56310 6.23604 6.18263 6.52332 6.27912 6.20741 6.02026 5.45747 5.64343 5.51476 6.13012 6.17513 6.36218 6.76139 0.949572 0.445800 -4.11419 1.10683 2.24931 1.42182 1.63940 1.15151 2.07829 1.56733 1.86656 1.62095 1.00368 1.50017 1.50800 1.11718 0.924586 0.990429 1.04760 1.02382 0.204526 1.48361 1.38407 1.34400 2.02071 1.14158 1.28341 0.455974 0.601266 0.619678 0.0452679 1.08413 1.04714 0.778717 0.807460 1.48892 1.11203 1.18846 -4.22492 0.118946
107: 56767.327: 0.141538 -0.685409 5.93781 5.99420 6.03855 6.48139 6.52963 5.89479 6.32868 6.01535 6.02713 6.77672 6.15866 6.43647 6.59840 6.27717 6.35390 6.31754 6.39255 6.87443 6.41359 6.56338 6.23608 6.18282 6.52375 6.27927 6.20769 6.02040 5.45776 5.64359 5.51493 6.13043 6.17526 6.36237 6.76168 0.949594 0.445805 -4.11421 1.10687 2.24948 1.42185 1.63899 1.15158 2.07837 1.56735 1.86664 1.62100 1.00340 1.50027 1.50794 1.11692 0.924591 0.990161 1.04745 1.02381 0.204303 1.48386 1.38395 1.34388 2.02081 1.14164 1.28327 0.455915 0.601388 0.619491 0.0454511 1.08436 1.04722 0.778614 0.807120 1.48882 1.11205 1.18847 -4.22489 0.118939
108: 56767.327: 0.141537 -0.685403 5.93794 5.99406 6.03884 6.48132 6.52985 5.89493 6.32880 6.01529 6.02724 6.77684 6.15871 6.43644 6.59839 6.27712 6.35396 6.31753 6.39264 6.87454 6.41364 6.56352 6.23615 6.18285 6.52399 6.27942 6.20773 6.02047 5.45781 5.64366 5.51500 6.13056 6.17535 6.36252 6.76175 0.949589 0.445799 -4.11425 1.10687 2.24947 1.42186 1.63893 1.15162 2.07839 1.56736 1.86661 1.62099 1.00332 1.50022 1.50790 1.11685 0.924500 0.990179 1.04746 1.02385 0.204200 1.48383 1.38396 1.34387 2.02080 1.14165 1.28329 0.455837 0.601310 0.619660 0.0454262 1.08428 1.04718 0.778581 0.807156 1.48877 1.11207 1.18847 -4.22489 0.118948
109: 56767.327: 0.141538 -0.685391 5.93811 5.99422 6.03878 6.48140 6.52993 5.89491 6.32880 6.01542 6.02729 6.77692 6.15877 6.43652 6.59841 6.27724 6.35406 6.31762 6.39267 6.87462 6.41372 6.56357 6.23610 6.18293 6.52407 6.27944 6.20783 6.02052 5.45788 5.64372 5.51507 6.13069 6.17540 6.36249 6.76180 0.949585 0.445793 -4.11430 1.10685 2.24948 1.42179 1.63903 1.15161 2.07837 1.56734 1.86659 1.62097 1.00330 1.50009 1.50790 1.11683 0.924397 0.990306 1.04758 1.02392 0.204109 1.48370 1.38399 1.34385 2.02077 1.14161 1.28333 0.455738 0.601135 0.619978 0.0453177 1.08407 1.04709 0.778541 0.807275 1.48874 1.11209 1.18846 -4.22490 0.118950
110: 56767.327: 0.141539 -0.685390 5.93814 5.99428 6.03891 6.48146 6.52996 5.89498 6.32885 6.01540 6.02732 6.77693 6.15875 6.43657 6.59840 6.27727 6.35404 6.31778 6.39272 6.87465 6.41377 6.56358 6.23610 6.18295 6.52410 6.27941 6.20789 6.02057 5.45789 5.64377 5.51510 6.13070 6.17537 6.36242 6.76184 0.949585 0.445791 -4.11432 1.10682 2.24947 1.42177 1.63905 1.15161 2.07838 1.56733 1.86658 1.62098 1.00335 1.50007 1.50790 1.11684 0.924382 0.990310 1.04762 1.02393 0.204138 1.48367 1.38400 1.34384 2.02076 1.14159 1.28331 0.455717 0.601109 0.619991 0.0453036 1.08404 1.04707 0.778507 0.807269 1.48875 1.11210 1.18846 -4.22490 0.118940
111: 56767.327: 0.141539 -0.685384 5.93823 5.99432 6.03886 6.48148 6.53005 5.89497 6.32891 6.01545 6.02736 6.77695 6.15879 6.43657 6.59841 6.27730 6.35409 6.31780 6.39276 6.87466 6.41380 6.56365 6.23611 6.18299 6.52418 6.27947 6.20791 6.02059 5.45793 5.64379 5.51512 6.13077 6.17544 6.36250 6.76185 0.949590 0.445788 -4.11434 1.10681 2.24947 1.42173 1.63903 1.15162 2.07840 1.56733 1.86659 1.62100 1.00345 1.50008 1.50789 1.11686 0.924395 0.990286 1.04759 1.02392 0.204202 1.48366 1.38401 1.34382 2.02076 1.14160 1.28329 0.455704 0.601122 0.619905 0.0453136 1.08406 1.04709 0.778480 0.807246 1.48877 1.11211 1.18846 -4.22490 0.118945
112: 56767.327: 0.141539 -0.685384 5.93823 5.99432 6.03886 6.48148 6.53005 5.89497 6.32891 6.01545 6.02736 6.77695 6.15879 6.43657 6.59841 6.27730 6.35409 6.31780 6.39276 6.87466 6.41380 6.56365 6.23611 6.18299 6.52418 6.27947 6.20791 6.02059 5.45793 5.64379 5.51512 6.13077 6.17544 6.36250 6.76185 0.949590 0.445788 -4.11434 1.10681 2.24947 1.42173 1.63903 1.15162 2.07840 1.56733 1.86659 1.62100 1.00345 1.50008 1.50789 1.11686 0.924395 0.990286 1.04759 1.02392 0.204202 1.48366 1.38401 1.34382 2.02076 1.14160 1.28329 0.455704 0.601122 0.619905 0.0453136 1.08406 1.04709 0.778480 0.807246 1.48877 1.11211 1.18846 -4.22490 0.118945
Note that `getReportCovariance=FALSE` causes an error in `TMB::sdreport` when no ADREPORTed variables are present
0: 56767.327: 0.141539 -0.685384 5.93823 5.99432 6.03886 6.48148 6.53005 5.89497 6.32891 6.01545 6.02736 6.77695 6.15879 6.43657 6.59841 6.27730 6.35409 6.31780 6.39276 6.87466 6.41380 6.56365 6.23611 6.18299 6.52418 6.27947 6.20791 6.02059 5.45793 5.64379 5.51512 6.13077 6.17544 6.36250 6.76185 0.949590 0.445788 -4.11434 1.10681 2.24947 1.42173 1.63903 1.15162 2.07840 1.56733 1.86659 1.62100 1.00345 1.50008 1.50789 1.11686 0.924395 0.990286 1.04759 1.02392 0.204202 1.48366 1.38401 1.34382 2.02076 1.14160 1.28329 0.455704 0.601122 0.619905 0.0453136 1.08406 1.04709 0.778480 0.807246 1.48877 1.11211 1.18846 -4.22490 0.118945
1: 56767.327: 0.141539 -0.685383 5.93823 5.99432 6.03886 6.48148 6.53005 5.89497 6.32891 6.01545 6.02736 6.77695 6.15879 6.43657 6.59841 6.27730 6.35409 6.31780 6.39276 6.87466 6.41380 6.56365 6.23611 6.18299 6.52418 6.27947 6.20791 6.02059 5.45793 5.64379 5.51512 6.13077 6.17544 6.36250 6.76185 0.949590 0.445788 -4.11434 1.10681 2.24947 1.42173 1.63903 1.15162 2.07840 1.56733 1.86659 1.62100 1.00345 1.50008 1.50789 1.11686 0.924395 0.990286 1.04759 1.02392 0.204202 1.48366 1.38401 1.34382 2.02076 1.14160 1.28329 0.455704 0.601122 0.619905 0.0453136 1.08406 1.04709 0.778480 0.807246 1.48877 1.11211 1.18846 -4.22490 0.118947
2: 56767.327: 0.141539 -0.685384 5.93823 5.99432 6.03886 6.48148 6.53005 5.89497 6.32891 6.01545 6.02736 6.77695 6.15879 6.43657 6.59841 6.27730 6.35409 6.31780 6.39276 6.87466 6.41380 6.56365 6.23611 6.18299 6.52418 6.27946 6.20792 6.02059 5.45793 5.64379 5.51512 6.13077 6.17544 6.36250 6.76185 0.949591 0.445787 -4.11434 1.10681 2.24947 1.42173 1.63903 1.15162 2.07840 1.56733 1.86659 1.62100 1.00345 1.50008 1.50789 1.11686 0.924395 0.990286 1.04759 1.02392 0.204202 1.48366 1.38401 1.34382 2.02076 1.14160 1.28329 0.455704 0.601122 0.619905 0.0453132 1.08406 1.04709 0.778480 0.807246 1.48877 1.11211 1.18846 -4.22490 0.118946
3: 56767.327: 0.141539 -0.685382 5.93826 5.99435 6.03884 6.48147 6.53009 5.89496 6.32891 6.01545 6.02736 6.77696 6.15877 6.43655 6.59839 6.27730 6.35408 6.31782 6.39276 6.87466 6.41379 6.56367 6.23606 6.18298 6.52420 6.27945 6.20792 6.02058 5.45793 5.64380 5.51512 6.13079 6.17544 6.36250 6.76184 0.949604 0.445786 -4.11438 1.10681 2.24947 1.42173 1.63903 1.15162 2.07840 1.56733 1.86659 1.62100 1.00345 1.50008 1.50789 1.11686 0.924393 0.990284 1.04759 1.02393 0.204196 1.48366 1.38402 1.34381 2.02077 1.14161 1.28329 0.455704 0.601120 0.619903 0.0453090 1.08406 1.04709 0.778481 0.807245 1.48876 1.11213 1.18847 -4.22490 0.118947
4: 56767.327: 0.141540 -0.685383 5.93827 5.99436 6.03883 6.48146 6.53010 5.89495 6.32891 6.01545 6.02737 6.77697 6.15876 6.43655 6.59839 6.27730 6.35408 6.31783 6.39277 6.87466 6.41379 6.56367 6.23605 6.18298 6.52421 6.27944 6.20793 6.02058 5.45794 5.64380 5.51511 6.13080 6.17544 6.36250 6.76184 0.949608 0.445771 -4.11439 1.10682 2.24948 1.42173 1.63903 1.15163 2.07840 1.56733 1.86659 1.62100 1.00345 1.50007 1.50789 1.11685 0.924393 0.990284 1.04759 1.02393 0.204193 1.48366 1.38402 1.34381 2.02077 1.14161 1.28329 0.455704 0.601119 0.619902 0.0453071 1.08406 1.04710 0.778482 0.807245 1.48876 1.11214 1.18845 -4.22490 0.118947
5: 56767.327: 0.141540 -0.685383 5.93827 5.99436 6.03883 6.48146 6.53010 5.89495 6.32891 6.01545 6.02737 6.77697 6.15876 6.43655 6.59839 6.27730 6.35408 6.31783 6.39277 6.87466 6.41379 6.56367 6.23605 6.18298 6.52421 6.27944 6.20793 6.02058 5.45794 5.64380 5.51511 6.13080 6.17544 6.36250 6.76184 0.949608 0.445772 -4.11439 1.10682 2.24948 1.42173 1.63903 1.15163 2.07840 1.56733 1.86659 1.62100 1.00345 1.50007 1.50789 1.11685 0.924393 0.990284 1.04759 1.02393 0.204193 1.48366 1.38402 1.34381 2.02077 1.14161 1.28329 0.455704 0.601119 0.619902 0.0453070 1.08406 1.04710 0.778482 0.807245 1.48876 1.11214 1.18845 -4.22490 0.118949
6: 56767.327: 0.141540 -0.685382 5.93827 5.99436 6.03883 6.48146 6.53010 5.89495 6.32891 6.01545 6.02737 6.77697 6.15876 6.43655 6.59839 6.27730 6.35408 6.31783 6.39277 6.87466 6.41379 6.56367 6.23605 6.18298 6.52421 6.27944 6.20793 6.02058 5.45794 5.64380 5.51511 6.13080 6.17544 6.36250 6.76184 0.949608 0.445773 -4.11439 1.10682 2.24948 1.42173 1.63903 1.15163 2.07840 1.56733 1.86659 1.62100 1.00345 1.50007 1.50789 1.11685 0.924393 0.990284 1.04759 1.02393 0.204192 1.48366 1.38402 1.34381 2.02077 1.14161 1.28329 0.455704 0.601119 0.619902 0.0453069 1.08406 1.04710 0.778482 0.807245 1.48876 1.11213 1.18845 -4.22490 0.118947
7: 56767.327: 0.141540 -0.685381 5.93827 5.99436 6.03883 6.48146 6.53010 5.89495 6.32891 6.01545 6.02737 6.77697 6.15876 6.43655 6.59838 6.27730 6.35408 6.31783 6.39277 6.87466 6.41379 6.56367 6.23604 6.18298 6.52421 6.27944 6.20793 6.02058 5.45794 5.64380 5.51512 6.13080 6.17544 6.36250 6.76184 0.949608 0.445774 -4.11439 1.10682 2.24948 1.42173 1.63903 1.15163 2.07840 1.56733 1.86659 1.62100 1.00345 1.50007 1.50789 1.11685 0.924392 0.990284 1.04759 1.02393 0.204192 1.48366 1.38402 1.34381 2.02077 1.14161 1.28329 0.455704 0.601119 0.619902 0.0453065 1.08406 1.04710 0.778482 0.807245 1.48876 1.11213 1.18845 -4.22490 0.118948
8: 56767.327: 0.141539 -0.685381 5.93828 5.99437 6.03883 6.48146 6.53010 5.89495 6.32891 6.01545 6.02737 6.77697 6.15876 6.43654 6.59838 6.27730 6.35408 6.31783 6.39277 6.87466 6.41379 6.56368 6.23604 6.18298 6.52422 6.27944 6.20793 6.02058 5.45794 5.64380 5.51512 6.13080 6.17544 6.36250 6.76184 0.949606 0.445775 -4.11439 1.10682 2.24948 1.42173 1.63903 1.15163 2.07840 1.56733 1.86659 1.62100 1.00345 1.50007 1.50789 1.11685 0.924392 0.990283 1.04759 1.02393 0.204191 1.48366 1.38402 1.34381 2.02077 1.14161 1.28329 0.455703 0.601119 0.619902 0.0453057 1.08406 1.04710 0.778482 0.807245 1.48876 1.11213 1.18845 -4.22490 0.118947
9: 56767.327: 0.141536 -0.685381 5.93828 5.99437 6.03883 6.48146 6.53011 5.89495 6.32891 6.01545 6.02737 6.77697 6.15876 6.43654 6.59838 6.27730 6.35408 6.31783 6.39277 6.87466 6.41379 6.56368 6.23604 6.18298 6.52422 6.27943 6.20793 6.02058 5.45794 5.64380 5.51512 6.13081 6.17544 6.36250 6.76184 0.949604 0.445777 -4.11438 1.10682 2.24948 1.42173 1.63903 1.15163 2.07840 1.56733 1.86659 1.62100 1.00345 1.50007 1.50789 1.11685 0.924391 0.990283 1.04759 1.02393 0.204187 1.48366 1.38402 1.34381 2.02077 1.14161 1.28329 0.455703 0.601118 0.619901 0.0453036 1.08406 1.04710 0.778483 0.807244 1.48876 1.11212 1.18845 -4.22490 0.118948
10: 56767.327: 0.141540 -0.685378 5.93828 5.99437 6.03883 6.48146 6.53011 5.89495 6.32891 6.01545 6.02737 6.77698 6.15876 6.43654 6.59838 6.27730 6.35408 6.31783 6.39277 6.87466 6.41379 6.56368 6.23603 6.18298 6.52422 6.27943 6.20793 6.02058 5.45794 5.64380 5.51512 6.13081 6.17544 6.36250 6.76184 0.949603 0.445777 -4.11438 1.10682 2.24948 1.42173 1.63903 1.15163 2.07840 1.56733 1.86659 1.62100 1.00345 1.50007 1.50789 1.11685 0.924391 0.990283 1.04759 1.02393 0.204186 1.48366 1.38402 1.34380 2.02077 1.14161 1.28329 0.455703 0.601118 0.619900 0.0453026 1.08406 1.04710 0.778483 0.807244 1.48876 1.11212 1.18845 -4.22490 0.118947
11: 56767.327: 0.141540 -0.685378 5.93828 5.99437 6.03883 6.48146 6.53011 5.89495 6.32891 6.01545 6.02737 6.77698 6.15876 6.43654 6.59838 6.27730 6.35408 6.31783 6.39277 6.87466 6.41379 6.56368 6.23603 6.18298 6.52422 6.27943 6.20793 6.02058 5.45794 5.64380 5.51512 6.13081 6.17544 6.36250 6.76184 0.949603 0.445777 -4.11438 1.10682 2.24948 1.42173 1.63903 1.15163 2.07840 1.56733 1.86659 1.62100 1.00345 1.50007 1.50789 1.11685 0.924391 0.990283 1.04759 1.02393 0.204186 1.48366 1.38402 1.34380 2.02077 1.14161 1.28329 0.455703 0.601118 0.619900 0.0453026 1.08406 1.04710 0.778483 0.807244 1.48876 1.11212 1.18845 -4.22490 0.118947
### Running `plot_results`
### Creating plots in directory /Users/eli.holmes/Documents/GitHub/NOAAHackDays/topics-2024/2024-04-25-vast
### Making plots of data availability and knots
Warning in plot.sf(map_data, col = land_color, add = TRUE): ignoring all but
the first attribute
### Obtaining default settings for plotting maps
### Making plot of anisotropy
### Making plot of abundance index
### Making plot of covariance/dissimilarity matrices
### Skipping plot of composition data; must re-run with standard errors and multiple categories to plot
### Making plot of spatial indices
Plotting center-of-gravity...
Not using bias-corrected estimates for center of gravity...
Plotting effective area occupied...
Not using bias-corrected estimates for effective area occupied (natural scale)...
Not using bias-corrected estimates for effective area occupied (log scale)...
### Making plot of range edges
# Obtaining samples from predictive distribution for variable D_gct
Finished sample 10 of 100
Finished sample 20 of 100
Finished sample 30 of 100
Finished sample 40 of 100
Finished sample 50 of 100
Finished sample 60 of 100
Finished sample 70 of 100
Finished sample 80 of 100
Finished sample 90 of 100
Finished sample 100 of 100
### Making plots of spatial predictions
# plot_num 3: Plotting density maps (in log-space)
### Making plots for factors (if present)
### Making plots for spatial cluster analysis
Warning in (function (fit, var_name = "D_gct", transform_var = log, k = 4, :
`plot_clusters` will go slowly due to large size
### Making quantile residuals using conditional simulation and package DHARMa
Sampling from the distribution of data conditional on estimated fixed and random effects
Finished sample 25 of 250
Finished sample 50 of 250
Finished sample 75 of 250
Finished sample 100 of 250
Finished sample 125 of 250
Finished sample 150 of 250
Finished sample 175 of 250
Finished sample 200 of 250
Finished sample 225 of 250
Finished sample 250 of 250
Substituting probability-integral-transform (PIT) residuals for DHARMa-calculated residuals
Invisibly returning output from `DHARMa::createDHARMa`, e.g., to apply `plot.DHARMa` to this output
### Plotting quantile residuals
### Skipping plot of semivariance for normal-transformed quantile residuals