AGEPRO Projection Examples
The following set of examples is provided to illustrate projection options and features of the software. These projections use actual fishery data but are for the purposes of illustration only.
Example 1
The first example is a fishing mortality and landings quota projection for Acadian redfish. The time horizon is 2004-2009. The fishery is comprised of two fleets that have identical fishing mortality rates in 2004, identical quotas in 2005, and fishing mortality rates that differ by 2-fold during 2006-2009. This is standard projection analysis with 1000 bootstraps and 100 simulations per bootstrap based on an ADAPT-VPA stock assessment analysis. The model also outputs an R dataframe.
Running example 1 (see Appendix for input file) produces the following output:
AGEPRO VERSION 4.2
REDFISH - RECRUITMENT MODEL 14
Date & Time of Run: 29 Dec 2017 13:59
Input File Name: C:\Users\Jon.Brodziak\Documents\AGEPRO\Example1_2017-12-29_13-58-58\Example1.INP
First Age Class: 1
Number of Age Classes: 26
Number of Years in Projection: 6
Number of Fleets: 2
Number of Recruitment Models: 1
Number of Bootstraps: 1000
Number of Simulations: 100
Bootstrap File Name: C:\Users\Jon.Brodziak\Documents\AGEPRO\Example1_2017-12-29_13-58-58\Example1.BSN
Number of Feasible Solutions: 100000 of 100000 Realizations
Input Harvest Scenario
Year Type Fleet-1 Fleet-2
2004 F-Mult 0.0024 0.0024
2005 Landings 350 350
2006 F-Mult 0.0100 0.0200
2007 F-Mult 0.0100 0.0200
2008 F-Mult 0.0100 0.0200
2009 F-Mult 0.0100 0.0200
Recruits 1000000 Fish
Year Class Average StdDev
2004 40.1044 48.2427
2005 39.9399 48.4981
2006 40.2597 48.6950
2007 39.9988 48.2832
2008 39.7856 47.8594
2009 39.9688 48.3182
Recruits Distribution
Year Class 1% 5% 10% 25% 50% 75% 90% 95% 99%
2004 1.6349 2.0914 2.5542 6.4615 29.3437 62.2498 77.8929 90.2558 286.7976
2005 1.6336 2.0901 2.5512 6.4411 29.2167 60.7815 77.8458 90.3986 287.6837
2006 1.6339 2.0818 2.5503 6.4087 29.2849 62.5382 78.0184 90.7273 288.0993
2007 1.6350 2.0884 2.5535 6.4762 29.2302 61.9145 77.9858 90.5247 286.4707
2008 1.6291 2.0739 2.5581 6.5566 29.2446 60.6213 77.7622 89.1439 285.0904
2009 1.6344 2.0814 2.5486 6.3915 29.2240 61.4137 77.9242 90.3276 286.2365
Spawning Stock Biomass x 1000 MT
Year Average StdDev
2004 175.6964 4.2235
2005 192.3968 5.2539
2006 201.4634 6.0700
2007 207.9323 6.4531
2008 213.1455 6.8011
2009 215.0860 7.3413
Spawning Stock Biomass Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2004 165.8676 168.7638 170.1585 172.7614 175.8218 178.5690 180.8508 182.8573 185.5046
2005 179.8766 183.7197 185.6327 188.7590 192.5027 195.8383 198.9160 201.2237 204.6554
2006 187.0135 191.4990 193.8062 197.3170 201.4796 205.3871 209.1779 211.8179 215.7972
2007 192.7856 197.3545 199.8073 203.5527 207.8812 212.1478 216.2523 218.9945 223.3188
2008 197.3263 201.9852 204.6063 208.5499 213.0613 217.5741 221.9399 224.8047 229.3702
2009 198.4668 203.2224 205.9017 210.1353 214.9276 219.7958 224.6939 227.6763 232.7305
JAN-1 Stock Biomass x 1000 MT
Year Average StdDev
2004 200.4105 5.4728
2005 211.6190 6.0268
2006 219.0101 6.6628
2007 224.8245 7.3809
2008 230.5534 8.6653
2009 233.1329 10.5266
JAN-1 Stock Biomass Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2004 187.3186 191.4205 193.6011 196.6419 200.3894 203.9891 207.4034 209.8751 213.3976
2005 197.4892 201.7822 204.0521 207.4953 211.5906 215.5423 219.3350 222.0173 226.0517
2006 203.4717 208.0624 210.6302 214.5143 218.9420 223.3492 227.6193 230.4027 234.8197
2007 208.3844 213.0947 215.5979 219.8570 224.5975 229.4958 234.4669 237.6307 242.8859
2008 212.2717 217.3223 220.0521 224.7293 230.0136 235.7004 241.6218 245.6423 254.4127
2009 212.1537 217.8630 220.8943 226.1200 232.1722 238.8682 246.3096 251.9540 265.1036
Mean Biomass x 1000 MT
Year Average StdDev
2004 195.1458 5.3333
2005 206.0696 5.8806
2006 211.4024 6.4287
2007 216.9493 7.1218
2008 222.4861 8.3790
2009 225.0471 10.1991
Mean Biomass Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2004 182.4411 186.3680 188.4693 191.4729 195.1343 198.6408 201.9259 204.3602 207.8469
2005 192.2976 196.4658 198.6699 202.0527 206.0414 209.8959 213.5926 216.1956 220.1596
2006 196.4374 200.8584 203.3081 207.0736 211.3400 215.5932 219.6988 222.4009 226.6468
2007 201.0939 205.6560 208.0465 212.1518 216.7343 221.4392 226.2450 229.2876 234.3949
2008 204.8011 209.7117 212.3378 216.8668 221.9600 227.4532 233.1969 237.0978 245.6776
2009 204.7867 210.2699 213.1971 218.2598 224.1077 230.5910 237.8015 243.2913 256.1328
Combined Catch Biomass x 1000 MT
Year Average StdDev
2004 0.6798 0.0165
2005 0.7000 0.0000
2006 4.4690 0.1527
2007 4.7193 0.1773
2008 4.8199 0.1837
2009 4.7281 0.1781
Combined Catch Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2004 0.6412 0.6528 0.6582 0.6686 0.6804 0.6910 0.6998 0.7076 0.7181
2005 0.7000 0.7000 0.7000 0.7000 0.7000 0.7000 0.7000 0.7000 0.7000
2006 4.1055 4.2163 4.2773 4.3641 4.4707 4.5678 4.6673 4.7226 4.8303
2007 4.2937 4.4271 4.4985 4.5986 4.7187 4.8331 4.9489 5.0200 5.1365
2008 4.4001 4.5202 4.5918 4.6971 4.8173 4.9389 5.0572 5.1349 5.2584
2009 4.3327 4.4380 4.5063 4.6087 4.7229 4.8433 4.9632 5.0356 5.1588
Landings x 1000 MT
Year Average StdDev
2004 0.6798 0.0165
2005 0.7000 0.0000
2006 4.4690 0.1527
2007 4.7193 0.1773
2008 4.8199 0.1837
2009 4.7281 0.1781
Landings Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2004 0.6412 0.6528 0.6582 0.6686 0.6804 0.6910 0.6998 0.7076 0.7181
2005 0.7000 0.7000 0.7000 0.7000 0.7000 0.7000 0.7000 0.7000 0.7000
2006 4.1055 4.2163 4.2773 4.3641 4.4707 4.5678 4.6673 4.7226 4.8303
2007 4.2937 4.4271 4.4985 4.5986 4.7187 4.8331 4.9489 5.0200 5.1365
2008 4.4001 4.5202 4.5918 4.6971 4.8173 4.9389 5.0572 5.1349 5.2584
2009 4.3327 4.4380 4.5063 4.6087 4.7229 4.8433 4.9632 5.0356 5.1588
Total Fishing Mortality
Year Average StdDev
2004 0.0048 0.0000
2005 0.0048 0.0001
2006 0.0300 0.0000
2007 0.0300 0.0000
2008 0.0300 0.0000
2009 0.0300 0.0000
Total Fishing Mortality Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2004 0.0048 0.0048 0.0048 0.0048 0.0048 0.0048 0.0048 0.0048 0.0048
2005 0.0045 0.0046 0.0047 0.0047 0.0048 0.0049 0.0050 0.0051 0.0052
2006 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300
2007 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300
2008 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300
2009 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300 0.0300
Probability Spawning Stock Biomass Exceeds Threshold 236.700 (1000 MT)
Year Probability
2004 0.000000
2005 0.000000
2006 0.000000
2007 0.000000
2008 0.000010
2009 0.001950
Probability Threshold Exceeded at Least Once = 0.0019
Probability Total Fishing Mortality Exceeds Threshold 0.0400
Year Probability
2004 0.000000
2005 0.000000
2006 0.000000
2007 0.000000
2008 0.000000
2009 0.000000
Probability Threshold Exceeded at Least Once = 0.0000Example 2
The second example is a fishing mortality and landings quota projection for Gulf of Maine haddock with a PStar analysis in 2018. The time horizon is 2014-2020. The fishery is comprised of one fleet. This is PStar projection analysis with 1000 bootstraps and 10 simulations per bootstrap based on an ASAP stock assessment analysis. The model output shows that total allowable catch amounts in 2018 to produce probabilities of overfishing of 10%, 20%, 30%, 40% and 50% at the overfishing level ofF=0.35. The total allowable catches to produce overfishing probabilities of 10%, 20%, 30%, 40% and 50% are calculated to be 1780, 1998, 2176, 2332, and 2497 mt, respectively. The model output includes a stock summary of numbers at age and also outputs a percentile analysis for key outputs at the 90th percentile.
Running example 2 produces the following output:
AGEPRO VERSION 4.2
GoM haddock ASAP_final (1977-2011 recruitment)
Date & Time of Run: 29 Dec 2017 14:19
Input File Name: C:\Users\Jon.Brodziak\Documents\AGEPRO\Example2_2017-12-29_14-19-44\Example2.INP
First Age Class: 1
Number of Age Classes: 9
Number of Years in Projection: 7
Number of Fleets: 1
Number of Recruitment Models: 1
Number of Bootstraps: 1000
Number of Simulations: 10
Bootstrap File Name: C:\Users\Jon.Brodziak\Documents\AGEPRO\Example2_2017-12-29_14-19-44\Example2.BSN
Number of Feasible Solutions: 10000 of 10000 Realizations
Input Harvest Scenario
Year Type Value
2014 Landings 500
2015 F-Mult 0.2000
2016 F-Mult 0.2000
2017 F-Mult 0.2000
2018 Removals 2497
2019 F-Mult 0.2000
2020 F-Mult 0.2000
Recruits 1000 Fish
Year Class Average StdDev
2014 2113.8225 2387.2409
2015 2095.2435 2388.6322
2016 2161.9981 2415.4853
2017 2154.6634 2430.4964
2018 2141.7581 2406.3266
2019 2156.4185 2450.1039
2020 2183.0481 2465.0965
Recruits Distribution
Year Class 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 150.1671 205.1791 227.5903 331.1452 1120.8200 2542.1990 6162.8810 6484.1110 11028.6100
2015 149.3512 204.6887 228.6934 334.4683 1120.1820 2541.2640 6152.7080 6487.6110 11048.1000
2016 154.2960 203.8387 225.7294 361.4124 1129.3905 2545.1890 6212.6520 6501.7350 10886.1000
2017 152.0371 210.7372 232.7332 359.0538 1129.9945 2544.1510 6190.1710 6506.0160 11309.1700
2018 153.6666 204.7484 227.5898 349.5553 1122.8935 2544.3130 6203.1390 6499.2570 11243.7600
2019 152.0957 209.2503 231.1399 342.5836 1125.1445 2543.9000 6212.2790 6536.6520 11337.6800
2020 150.5870 206.1237 230.0479 360.4650 1132.4435 2544.9890 6226.1050 6535.5360 11422.0900
Spawning Stock Biomass x 1000 MT
Year Average StdDev
2014 6.6153 1.5860
2015 11.0899 2.9220
2016 12.8636 3.4163
2017 12.6038 3.2662
2018 11.3916 3.0953
2019 9.7421 3.0356
2020 9.0292 2.7831
Spawning Stock Biomass Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 3.5200 4.3275 4.7137 5.4851 6.4722 7.5894 8.7222 9.4729 10.9446
2015 5.4666 6.9514 7.6632 8.9364 10.7412 12.9279 14.9858 16.4572 19.3031
2016 6.4490 8.0138 8.8712 10.3627 12.4238 15.0340 17.4631 19.0611 22.6196
2017 6.5380 7.9215 8.7276 10.2139 12.2223 14.6496 17.0540 18.4992 21.5570
2018 5.6092 6.9035 7.6665 9.1293 11.0387 13.3430 15.5845 16.9557 19.8974
2019 4.0236 5.3269 6.0556 7.5435 9.4281 11.6586 13.8259 15.2291 17.8403
2020 3.8158 4.9913 5.6425 6.9951 8.7759 10.8012 12.7350 14.0313 16.5065
JAN-1 Stock Biomass x 1000 MT
Year Average StdDev
2014 11.4167 2.9021
2015 13.9657 3.6246
2016 14.8968 3.8103
2017 14.6414 3.6817
2018 13.7025 3.4096
2019 11.6265 3.4733
2020 10.8758 3.2285
JAN-1 Stock Biomass Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 5.8387 7.3015 8.0296 9.3083 11.0600 13.2142 15.2749 16.6707 19.5190
2015 7.1894 8.8204 9.7234 11.2971 13.5244 16.2526 18.8028 20.6046 24.1617
2016 7.7881 9.4605 10.4082 12.1233 14.4212 17.2943 20.0188 21.8708 25.6910
2017 7.7478 9.3316 10.2328 11.9419 14.2320 16.9148 19.6778 21.2949 24.6684
2018 7.2064 8.7307 9.5603 11.2420 13.3875 15.8500 18.2481 19.8581 22.8287
2019 4.9782 6.5211 7.4069 9.0983 11.3092 13.8388 16.3219 17.7958 20.9340
2020 4.7593 6.1337 6.9781 8.5232 10.5738 12.9143 15.2091 16.6590 19.4733
Mean Biomass x 1000 MT
Year Average StdDev
2014 13.5594 3.5654
2015 15.0921 4.0054
2016 15.3716 3.9588
2017 14.6866 3.7276
2018 12.9499 3.5927
2019 11.4205 3.4391
2020 10.7213 3.2607
Mean Biomass Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 6.7743 8.5594 9.4054 10.9301 13.1275 15.7951 18.3751 20.0235 23.4287
2015 7.5738 9.4465 10.3652 12.1587 14.5926 17.5658 20.4590 22.3897 26.2371
2016 7.9903 9.7496 10.6488 12.4953 14.9115 17.8132 20.7241 22.5648 26.2661
2017 7.6799 9.2810 10.1779 11.9493 14.2831 17.0375 19.6923 21.2855 24.9087
2018 6.1034 7.6719 8.5812 10.3214 12.6155 15.2101 17.6818 19.3861 22.5858
2019 4.9062 6.3754 7.2373 8.9247 11.0836 13.6122 15.9977 17.5320 20.7117
2020 4.6255 5.9719 6.7819 8.3407 10.4020 12.7506 15.0877 16.4991 19.5794
Combined Catch Biomass x 1000 MT
Year Average StdDev
2014 0.5000 0.0000
2015 0.8803 0.2338
2016 1.1420 0.3043
2017 1.4560 0.3947
2018 2.4966 0.0000
2019 1.3033 0.4176
2020 1.2978 0.4060
Combined Catch Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000
2015 0.4340 0.5427 0.6046 0.7113 0.8555 1.0264 1.1884 1.3045 1.5357
2016 0.5651 0.7098 0.7834 0.9215 1.1052 1.3265 1.5480 1.6929 1.9909
2017 0.7298 0.9039 0.9911 1.1700 1.4071 1.6944 1.9823 2.1726 2.6016
2018 2.4966 2.4966 2.4966 2.4966 2.4966 2.4966 2.4966 2.4966 2.4966
2019 0.5368 0.7012 0.8076 0.9984 1.2549 1.5584 1.8669 2.0601 2.4484
2020 0.5392 0.7114 0.8088 1.0025 1.2569 1.5518 1.8438 2.0309 2.3896
Landings x 1000 MT
Year Average StdDev
2014 0.5000 0.0000
2015 0.8803 0.2338
2016 1.1420 0.3043
2017 1.4560 0.3947
2018 2.4966 0.0000
2019 1.3033 0.4176
2020 1.2978 0.4060
Landings Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000
2015 0.4340 0.5427 0.6046 0.7113 0.8555 1.0264 1.1884 1.3045 1.5357
2016 0.5651 0.7098 0.7834 0.9215 1.1052 1.3265 1.5480 1.6929 1.9909
2017 0.7298 0.9039 0.9911 1.1700 1.4071 1.6944 1.9823 2.1726 2.6016
2018 2.4966 2.4966 2.4966 2.4966 2.4966 2.4966 2.4966 2.4966 2.4966
2019 0.5368 0.7012 0.8076 0.9984 1.2549 1.5584 1.8669 2.0601 2.4484
2020 0.5392 0.7114 0.8088 1.0025 1.2569 1.5518 1.8438 2.0309 2.3896
Total Fishing Mortality
Year Average StdDev
2014 0.2105 0.0583
2015 0.2000 0.0000
2016 0.2000 0.0000
2017 0.2000 0.0000
2018 0.3687 0.1159
2019 0.2000 0.0000
2020 0.2000 0.0000
Total Fishing Mortality Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 0.1148 0.1340 0.1461 0.1696 0.2014 0.2412 0.2857 0.3139 0.3952
2015 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000
2016 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000
2017 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000
2018 0.1825 0.2189 0.2408 0.2860 0.3500 0.4296 0.5190 0.5799 0.7405
2019 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000
2020 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000 0.2000
JAN-1 Stock Numbers at Age - 1000 Fish
2014
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 1095.7400 1126.8200 1157.6700 1199.9000 1247.3900 1293.2100 1339.0500 1360.0600 1404.8700
2 5815.7300 7232.0700 8377.4700 10215.8000 12906.8500 16274.7000 19489.5000 22076.3000 26764.3000
3 605.2860 742.5500 868.7790 1068.1800 1346.6300 1645.2400 2021.1100 2259.3700 2788.3600
4 1901.0200 2180.2500 2400.8400 2791.0000 3321.5800 3853.1700 4463.8300 4836.6200 5563.4700
5 176.1790 213.9540 241.0530 284.5670 342.7900 418.2160 477.3430 529.6300 634.5340
6 32.9855 41.5396 46.7232 56.6142 69.9137 88.1928 104.1120 118.6870 136.1660
7 12.9987 16.9683 19.9008 24.6551 31.1685 38.9058 47.6952 55.4722 66.0063
8 50.5496 64.3146 72.2744 89.3943 110.0280 133.9590 157.0870 170.5340 207.6260
9+ 103.9710 159.1740 182.0530 225.6940 284.1005 356.5180 433.8950 482.1760 567.9220
2015
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 150.1671 205.1791 227.5903 331.1452 1120.8200 2542.1990 6162.8810 6484.1110 11028.6100
2 887.8562 922.5597 942.9964 979.3431 1019.9400 1061.2890 1100.2170 1123.0770 1160.5660
3 4724.3670 5884.9600 6798.6190 8276.9970 10469.3300 13189.7300 15985.8800 18030.0100 21786.0300
4 458.6349 579.8621 677.1247 832.9786 1056.4355 1303.7760 1602.3610 1814.0020 2236.2140
5 1388.8850 1636.0870 1812.6300 2132.5230 2555.2555 2996.3000 3495.6230 3824.3460 4417.0360
6 120.7904 150.2547 172.1194 206.6085 252.4803 312.3292 361.4383 400.4779 498.4812
7 21.3308 27.8132 31.8572 39.5234 50.0190 63.7509 76.3860 88.3243 102.9572
8 8.1611 11.0643 12.9375 16.8231 21.5830 27.4805 34.0739 39.6238 48.4185
9+ 99.1900 142.4742 166.3174 212.3172 272.2853 345.9320 425.8746 468.2724 564.1196
2016
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 149.3512 204.6887 228.6934 334.4683 1120.1820 2541.2640 6152.7080 6487.6110 11048.1000
2 122.6079 167.5320 186.7238 270.6380 932.5010 2086.0260 5051.1580 5326.5060 9020.4290
3 710.6238 743.4937 762.5140 792.6984 826.6821 862.4630 895.3975 913.9427 949.1091
4 3699.5560 4632.8560 5342.0500 6523.0780 8265.4655 10393.9500 12573.6900 14252.8300 17146.8600
5 353.6407 447.9320 522.2761 642.1836 814.4617 1004.5240 1234.6130 1397.6710 1723.4520
6 1022.0040 1210.2630 1332.3580 1574.6600 1884.6520 2212.1540 2583.8580 2825.5160 3269.6370
7 85.6311 107.2060 122.3344 147.0802 180.6755 222.8392 258.5840 286.6373 358.1803
8 14.7620 19.2894 22.1592 27.4605 34.8072 44.3394 53.2656 61.4762 71.9711
9+ 76.3752 107.4038 125.3629 160.6426 205.1725 259.9684 318.5978 352.4900 422.2210
2017
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 154.2960 203.8387 225.7294 361.4124 1129.3905 2545.1890 6212.6520 6501.7350 10886.1000
2 122.4453 166.9060 186.5583 273.5268 924.9599 2074.8450 5058.8330 5326.8450 9059.0880
3 98.6721 135.7598 151.5422 218.5243 758.2042 1695.3800 4090.3880 4320.9590 7276.3590
4 555.9447 583.0513 598.1129 623.8630 651.9622 681.2245 708.2104 724.4374 754.6333
5 2851.8990 3580.1050 4117.6850 5024.5930 6371.6070 8004.3590 9689.6580 10972.1000 13239.3800
6 261.0618 330.7912 384.8489 473.6005 600.6945 742.7213 913.8329 1037.5410 1277.2900
7 726.6373 861.8317 950.5333 1123.4050 1341.5895 1577.9470 1845.7470 2020.5990 2342.8860
8 59.3449 74.6039 85.0226 102.4041 125.6241 155.1049 180.6077 200.1796 252.7425
9+ 65.8990 89.2369 103.3606 131.8739 167.2694 209.3213 257.1538 283.2395 341.7310
2018
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 152.0371 210.7372 232.7332 359.0538 1129.9945 2544.1510 6190.1710 6506.0160 11309.1700
2 125.9985 167.1557 185.6035 295.5600 935.4454 2097.9120 5084.9840 5334.7680 8852.2650
3 99.7584 134.7766 152.1943 222.3991 751.9013 1685.2500 4105.3300 4336.8570 7370.9580
4 78.4004 106.8737 119.8788 172.1859 597.7342 1338.5740 3226.9110 3417.3480 5798.7450
5 424.1483 447.3210 459.3271 479.6160 502.7516 526.7769 548.9252 561.7752 586.3748
6 2089.6800 2644.4020 3036.4550 3710.9630 4707.0140 5923.2100 7170.1380 8083.2790 9706.0750
7 187.2364 235.6444 273.3657 337.6416 428.3732 530.8136 653.5985 742.1140 910.3953
8 502.6856 601.8133 660.8785 780.8261 935.3516 1100.4240 1284.5000 1409.9500 1644.4540
9+ 88.7375 117.2458 132.9764 162.7726 203.1062 248.8700 296.8760 328.0390 390.5430
2019
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 153.6666 204.7484 227.5898 349.5553 1122.8935 2544.3130 6203.1390 6499.2570 11243.7600
2 125.6385 171.2869 191.4572 293.4845 936.8988 2101.1120 5065.3120 5337.1690 9282.9010
3 100.6454 133.9611 149.4112 239.4418 755.7065 1695.1120 4083.9320 4302.3260 7124.3410
4 75.9471 101.6247 116.3168 169.1645 576.0969 1288.6220 3151.6090 3347.2970 5651.9420
5 56.9325 77.0244 87.8735 126.1823 438.8362 990.5278 2389.8910 2567.0220 4265.1580
6 241.0660 274.4351 290.0872 315.9705 342.6452 368.9478 392.5774 405.1795 430.8668
7 1088.2510 1459.0940 1752.8150 2264.1170 3022.4015 3969.4200 4952.0780 5644.7680 6985.5020
8 92.5160 126.7009 153.4395 200.6431 262.7260 334.9452 427.0272 493.7872 614.5672
9+ 249.7404 360.1757 416.3782 521.9749 661.7476 821.6150 987.4303 1108.2670 1319.1460
2020
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 152.0957 209.2503 231.1399 342.5836 1125.1445 2543.9000 6212.2790 6536.6520 11337.6800
2 125.4417 168.1045 186.3815 286.0352 934.1904 2103.3390 5072.6260 5335.4040 9113.0580
3 101.2067 138.5952 155.5509 238.0804 764.2864 1702.1790 4113.1280 4342.2010 7582.7920
4 79.8333 105.2166 118.2490 189.0875 597.1814 1343.2180 3222.5690 3401.1950 5652.6620
5 58.6316 78.3392 90.1692 130.4061 445.5383 997.0890 2427.3970 2591.6970 4376.1830
6 41.8457 56.4963 64.9800 93.3839 324.2153 733.5625 1763.0560 1905.3330 3168.3210
7 171.4524 195.2795 206.3613 224.8976 244.1048 263.1188 280.4399 289.7867 308.1276
8 749.8229 1020.1310 1215.3620 1577.0540 2104.9460 2770.4520 3463.9650 3924.7230 4854.7490
9+ 244.0270 346.8155 405.7743 507.1333 642.8957 794.1324 959.9258 1070.2010 1260.2230
Requested Percentile Report
Percentile = 90.00 %
2014 2015 2016 2017 2018 2019 2020
Recruits 6162.8810 6152.7080 6212.6520 6190.1710 6203.1390 6212.2790 6226.1050
Spawning Stock Biomass 8.7222 14.9858 17.4631 17.0540 15.5845 13.8259 12.7350
Jan-1 Stock Biomass 15.2749 18.8028 20.0188 19.6778 18.2481 16.3219 15.2091
Mean Biomass 18.3751 20.4590 20.7241 19.6923 17.6818 15.9977 15.0877
Combined Catch Biomass 0.5000 1.1884 1.5480 1.9823 2.4966 1.8669 1.8438
Landings 0.5000 1.1884 1.5480 1.9823 2.4966 1.8669 1.8438
FMort 0.2857 0.2000 0.2000 0.2000 0.5190 0.2000 0.2000
Stock Numbers at Age
Age 1 1339.0500 6162.8810 6152.7080 6212.6520 6190.1710 6203.1390 6212.2790
Age 2 19489.5000 1100.2170 5051.1580 5058.8330 5084.9840 5065.3120 5072.6260
Age 3 2021.1100 15985.8800 895.3975 4090.3880 4105.3300 4083.9320 4113.1280
Age 4 4463.8300 1602.3610 12573.6900 708.2104 3226.9110 3151.6090 3222.5690
Age 5 477.3430 3495.6230 1234.6130 9689.6580 548.9252 2389.8910 2427.3970
Age 6 104.1120 361.4383 2583.8580 913.8329 7170.1380 392.5774 1763.0560
Age 7 47.6952 76.3860 258.5840 1845.7470 653.5985 4952.0780 280.4399
Age 8 157.0870 34.0739 53.2656 180.6077 1284.5000 427.0272 3463.9650
Age 9 433.8950 425.8746 318.5978 257.1538 296.8760 987.4303 959.9258
PStar Summary Report
Overfishing F = 0.3500 Target Year = 2018
PStar TAC
0.1000 1780
0.2000 1998
0.3000 2176
0.4000 2332
0.5000 2497Example 3
The third example is a fishing mortality and landings quota projection for Gulf of Maine haddock with a rebuilding analysis for 2014-2020. The fishery is comprised of one fleet with process error in fishery selectivity. This is rebuilding projection with 1000 bootstraps and 10 simulations per bootstrap based on an ASAP stock assessment analysis. The model output shows the constant fishing mortality to rebuild the stock is \(F_{REBUILD} = 0.045\). The model output includes a stock summary of numbers at age and also outputs a percentile analysis for key outputs at the \(90^{th}\) percentile.
Running example 3 produces the following output:
AGEPRO VERSION 4.2
GoM haddock ASAP_final FREBUILD Projection
Date & Time of Run: 29 Dec 2017 14:49
Input File Name: C:\Users\Jon.Brodziak\Documents\AGEPRO\Example3_2017-12-29_14-49-07\Example3.INP
First Age Class: 1
Number of Age Classes: 9
Number of Years in Projection: 7
Number of Fleets: 1
Number of Recruitment Models: 1
Number of Bootstraps: 1000
Number of Simulations: 10
Bootstrap File Name: C:\Users\Jon.Brodziak\Documents\AGEPRO\Example3_2017-12-29_14-49-07\Example3.BSN
Number of Feasible Solutions: 10000 of 10000 Realizations
Input Harvest Scenario
Year Type Value
2014 Landings 500
2015 F-Mult 0.3000
2016 F-Mult 0.3000
2017 F-Mult 0.3000
2018 F-Mult 0.3000
2019 F-Mult 0.3000
2020 F-Mult 0.3000
Recruits 1000 Fish
Year Class Average StdDev
2014 2170.8200 2441.8617
2015 2144.2492 2416.6899
2016 2150.4373 2418.5021
2017 2077.7020 2359.7104
2018 2169.2781 2458.9123
2019 2146.2591 2453.9399
2020 2109.8574 2409.5591
Recruits Distribution
Year Class 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 153.7521 208.0085 229.3621 347.0616 1132.0955 2545.3470 6225.6320 6522.2980 11133.4100
2015 152.8537 207.5118 228.9794 352.4027 1126.1215 2542.6540 6181.5870 6500.1300 11200.0900
2016 152.0864 205.9702 227.0639 334.5421 1120.9140 2544.0470 6196.3710 6505.2510 10864.6400
2017 153.9306 204.6065 223.9934 335.6253 1120.2075 2541.6660 6154.7360 6491.9800 10947.3800
2018 151.7663 206.4086 227.8564 353.3611 1136.3925 2544.5000 6227.9310 6534.0640 11412.9500
2019 150.6260 205.4969 229.0507 342.5477 1120.8380 2543.5260 6205.1600 6521.0480 11515.9200
2020 152.6280 209.8481 230.9342 348.8617 1120.4415 2541.6850 6179.7760 6495.6550 11322.8800
Spawning Stock Biomass x 1000 MT
Year Average StdDev
2014 6.6170 1.5864
2015 11.2472 2.9734
2016 13.6893 3.6225
2017 14.2545 3.6743
2018 14.2000 3.5843
2019 13.8474 3.4929
2020 13.5056 3.3958
Spawning Stock Biomass Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 3.5078 4.3130 4.7139 5.4741 6.4677 7.5996 8.7246 9.5079 10.8959
2015 5.5792 7.0419 7.7295 9.0558 10.8637 13.1038 15.2164 16.6561 19.6792
2016 6.8389 8.5537 9.4430 11.0420 13.2202 15.9565 18.5612 20.2245 23.9665
2017 7.3671 8.9936 9.9199 11.6008 13.8159 16.5604 19.2488 20.9204 24.5266
2018 7.4340 9.0080 9.8747 11.5974 13.8368 16.4445 18.9478 20.6655 24.1175
2019 7.2135 8.7442 9.6034 11.3116 13.5319 16.0556 18.4609 20.0106 23.2609
2020 7.1247 8.5118 9.3369 11.0000 13.2158 15.6735 18.0730 19.5799 22.4662
JAN-1 Stock Biomass x 1000 MT
Year Average StdDev
2014 11.4174 2.8996
2015 13.9853 3.6385
2016 15.5776 3.9671
2017 16.1162 4.0252
2018 16.0743 3.9486
2019 15.7028 3.8651
2020 15.3638 3.7809
JAN-1 Stock Biomass Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 5.9561 7.3305 8.0160 9.3127 11.0570 13.2145 15.2783 16.6890 19.4895
2015 7.0768 8.8151 9.7325 11.3215 13.5287 16.2558 18.8747 20.6014 24.4138
2016 8.1564 9.8810 10.8909 12.7070 15.0950 18.1127 20.8555 22.7520 26.5054
2017 8.5564 10.2829 11.2717 13.1921 15.6896 18.6290 21.5091 23.3583 27.0562
2018 8.5860 10.3039 11.2642 13.1568 15.7288 18.5593 21.3129 23.1065 26.8372
2019 8.3366 10.0510 10.9747 12.8914 15.3734 18.1349 20.8302 22.5606 26.1722
2020 8.1237 9.7586 10.7283 12.5950 15.0481 17.7564 20.3938 22.0870 25.1322
Mean Biomass x 1000 MT
Year Average StdDev
2014 13.5499 3.5542
2015 15.4331 4.0737
2016 16.4904 4.2029
2017 16.6939 4.1849
2018 16.3128 4.0289
2019 15.7412 3.9122
2020 15.4252 3.8993
Mean Biomass Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 6.8296 8.5113 9.3948 10.9509 13.0968 15.7592 18.2887 20.0230 23.4237
2015 7.8519 9.6342 10.6250 12.5018 14.9013 17.9378 20.8969 22.8972 27.2031
2016 8.6093 10.4184 11.4735 13.4336 16.0525 19.1332 22.1543 24.0733 28.1761
2017 8.7683 10.6194 11.6720 13.6335 16.2788 19.3000 22.2328 24.2065 28.2042
2018 8.6469 10.3838 11.3612 13.3676 15.9913 18.8559 21.6646 23.4338 27.1640
2019 8.3179 9.9544 10.9414 12.8538 15.4182 18.2748 20.9306 22.6906 26.1512
2020 7.9700 9.6937 10.6649 12.5609 15.0972 17.9037 20.6399 22.3327 25.8592
Combined Catch Biomass x 1000 MT
Year Average StdDev
2014 0.5000 0.0000
2015 0.2016 0.0530
2016 0.2789 0.0737
2017 0.3796 0.1018
2018 0.4419 0.1161
2019 0.4422 0.1156
2020 0.4748 0.1232
Combined Catch Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000
2015 0.1003 0.1249 0.1392 0.1633 0.1963 0.2339 0.2728 0.2977 0.3469
2016 0.1394 0.1741 0.1925 0.2250 0.2708 0.3237 0.3775 0.4135 0.4824
2017 0.1914 0.2364 0.2608 0.3046 0.3669 0.4417 0.5168 0.5646 0.6686
2018 0.2283 0.2769 0.3047 0.3575 0.4290 0.5124 0.5971 0.6567 0.7565
2019 0.2287 0.2767 0.3051 0.3569 0.4295 0.5137 0.5978 0.6517 0.7612
2020 0.2444 0.2973 0.3263 0.3852 0.4629 0.5511 0.6407 0.6968 0.8046
Landings x 1000 MT
Year Average StdDev
2014 0.5000 0.0000
2015 0.2016 0.0530
2016 0.2789 0.0737
2017 0.3796 0.1018
2018 0.4419 0.1161
2019 0.4422 0.1156
2020 0.4748 0.1232
Landings Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000 0.5000
2015 0.1003 0.1249 0.1392 0.1633 0.1963 0.2339 0.2728 0.2977 0.3469
2016 0.1394 0.1741 0.1925 0.2250 0.2708 0.3237 0.3775 0.4135 0.4824
2017 0.1914 0.2364 0.2608 0.3046 0.3669 0.4417 0.5168 0.5646 0.6686
2018 0.2283 0.2769 0.3047 0.3575 0.4290 0.5124 0.5971 0.6567 0.7565
2019 0.2287 0.2767 0.3051 0.3569 0.4295 0.5137 0.5978 0.6517 0.7612
2020 0.2444 0.2973 0.3263 0.3852 0.4629 0.5511 0.6407 0.6968 0.8046
Total Fishing Mortality
Year Average StdDev
2014 0.2102 0.0578
2015 0.0445 0.0000
2016 0.0445 0.0000
2017 0.0445 0.0000
2018 0.0445 0.0000
2019 0.0445 0.0000
2020 0.0445 0.0000
Total Fishing Mortality Distribution
Year 1% 5% 10% 25% 50% 75% 90% 95% 99%
2014 0.1162 0.1334 0.1462 0.1696 0.2015 0.2408 0.2839 0.3145 0.3851
2015 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445
2016 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445
2017 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445
2018 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445
2019 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445
2020 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445
JAN-1 Stock Numbers at Age - 1000 Fish
2014
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 1095.7400 1126.8200 1157.6700 1199.9000 1247.3900 1293.2100 1339.0500 1360.0600 1404.8700
2 5815.7300 7232.0700 8377.4700 10215.8000 12906.8500 16274.7000 19489.5000 22076.3000 26764.3000
3 605.2860 742.5500 868.7790 1068.1800 1346.6300 1645.2400 2021.1100 2259.3700 2788.3600
4 1901.0200 2180.2500 2400.8400 2791.0000 3321.5800 3853.1700 4463.8300 4836.6200 5563.4700
5 176.1790 213.9540 241.0530 284.5670 342.7900 418.2160 477.3430 529.6300 634.5340
6 32.9855 41.5396 46.7232 56.6142 69.9137 88.1928 104.1120 118.6870 136.1660
7 12.9987 16.9683 19.9008 24.6551 31.1685 38.9058 47.6952 55.4722 66.0063
8 50.5496 64.3146 72.2744 89.3943 110.0280 133.9590 157.0870 170.5340 207.6260
9+ 103.9710 159.1740 182.0530 225.6940 284.1005 356.5180 433.8950 482.1760 567.9220
2015
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 153.7521 208.0085 229.3621 347.0616 1132.0955 2545.3470 6225.6320 6522.2980 11133.4100
2 886.9999 920.9055 944.3435 979.9522 1020.1620 1060.7430 1100.8560 1122.0680 1162.0630
3 4740.6350 5881.5180 6788.0890 8280.2530 10437.9000 13190.6000 15924.2900 17940.1300 21772.2100
4 462.1501 579.5480 678.5247 836.1118 1057.6295 1300.8420 1601.9910 1805.4510 2228.2810
5 1402.6870 1632.0730 1811.3860 2130.7570 2557.1140 3001.1490 3490.7850 3797.3750 4431.1560
6 121.0333 150.3102 172.2205 206.2701 252.2545 312.3252 361.8990 399.4688 500.4583
7 21.2549 27.8869 31.7288 39.5810 50.0350 63.4947 76.4838 88.1371 102.7191
8 8.1178 11.0340 12.9066 16.8518 21.5642 27.4360 34.0090 39.6686 48.5591
9+ 99.6480 143.0746 165.8811 212.3056 272.7287 345.4891 426.8521 469.6036 565.7290
2016
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 152.8537 207.5118 228.9794 352.4027 1126.1215 2542.6540 6181.5870 6500.1300 11200.0900
2 125.6120 169.9832 187.3362 285.8009 935.7087 2106.8640 5088.4640 5358.8910 9065.7230
3 717.8408 749.2020 767.2159 798.8983 833.9748 868.6385 901.6998 920.6849 957.7862
4 3849.5580 4772.2030 5517.5350 6713.5670 8486.4350 10724.0600 12954.9300 14583.3900 17684.0800
5 368.8452 470.1688 546.3981 674.9982 854.9253 1053.6940 1296.1080 1465.7940 1812.3090
6 1112.4340 1304.3160 1447.6410 1703.7200 2044.2600 2402.5000 2796.6280 3037.7140 3551.5220
7 95.8425 119.3594 136.5312 163.6895 200.5233 247.8007 287.8207 317.0682 397.7311
8 16.6931 22.0278 25.0771 31.2594 39.5369 50.2574 60.4657 69.4576 81.1850
9+ 87.9257 122.3541 142.6734 181.7372 232.7070 294.7329 361.5172 399.8996 479.7186
2017
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 152.0864 205.9702 227.0639 334.5421 1120.9140 2544.0470 6196.3710 6505.2510 10864.6400
2 124.9328 169.5370 187.5875 289.2126 936.7591 2082.4200 5059.7310 5330.1260 9139.4520
3 102.7604 138.0878 153.3027 233.9465 767.8980 1732.9510 4159.4080 4386.5270 7358.2990
4 578.2827 604.7967 621.0119 646.7345 676.8689 707.3514 734.5654 751.9041 781.6806
5 3091.6750 3845.1700 4440.2080 5421.1320 6866.7700 8644.6120 10492.0100 11781.0100 14283.2900
6 296.0683 374.3265 437.9340 540.8164 682.1429 842.5300 1037.5380 1173.8450 1454.1730
7 879.9575 1036.5260 1146.0000 1352.4100 1621.8885 1915.9780 2223.3420 2419.6970 2822.7990
8 75.7144 94.2965 107.6556 129.2856 158.5479 195.8338 227.5058 250.5553 316.8310
9+ 86.1764 115.7229 134.3767 170.3536 216.4243 270.1949 329.6626 363.0636 442.1880
2018
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 153.9306 204.6065 223.9934 335.6253 1120.2075 2541.6660 6154.7360 6491.9800 10947.3800
2 124.3599 168.1019 186.5384 274.1155 933.7431 2097.5150 5068.9150 5351.9300 8980.8960
3 102.6584 138.0619 153.2109 234.4648 768.2888 1705.2570 4137.6920 4376.4240 7491.3740
4 83.0630 111.7923 125.1747 190.0386 624.9189 1406.8860 3375.8670 3580.8130 5996.0150
5 463.1497 486.4656 499.5535 521.4975 546.8899 572.8059 596.2554 610.6294 636.2804
6 2458.2110 3074.0040 3543.9720 4341.7510 5493.7480 6912.7910 8409.3140 9431.2870 11449.5100
7 232.8949 297.6859 348.1032 429.2734 541.3385 669.5108 824.7090 932.7457 1149.7860
8 693.9673 815.9270 903.8471 1069.8840 1279.5850 1510.4820 1752.6630 1913.4760 2242.3930
9+ 131.7504 172.7009 195.3063 239.6761 298.3704 363.7684 430.1583 479.6413 576.7128
2019
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 151.7663 206.4086 227.8564 353.3611 1136.3925 2544.5000 6227.9310 6534.0640 11412.9500
2 126.1664 166.8946 184.0337 273.6497 926.2880 2074.8740 5060.7700 5321.2440 9009.6770
3 101.1790 137.3052 152.7485 223.9679 764.1367 1718.8710 4145.2170 4387.6230 7300.6000
4 83.1064 111.7158 124.8275 190.8343 624.4940 1389.5640 3365.4510 3567.1850 6061.0810
5 67.4937 90.0772 101.2675 154.1486 505.3076 1142.8570 2726.6630 2894.6220 4833.3090
6 367.9427 387.4575 398.0623 416.4294 437.2194 459.0043 478.4960 491.2420 512.2461
7 1965.4640 2431.6780 2821.0370 3445.3130 4364.2560 5494.9360 6693.2650 7529.1950 9091.8490
8 183.2299 234.7869 274.1439 339.3622 427.2745 529.8703 651.1502 737.6687 912.8956
9+ 645.5298 785.3057 869.6136 1034.7050 1242.1625 1464.2670 1703.0170 1862.6330 2167.4780
2020
Age 1% 5% 10% 25% 50% 75% 90% 95% 99%
1 150.6260 205.4969 229.0507 342.5477 1120.8380 2543.5260 6205.1600 6521.0480 11515.9200
2 123.8571 167.9808 187.1525 289.8989 937.2894 2106.1880 5097.7430 5374.9480 9313.5090
3 102.3573 135.9500 150.7452 222.9596 759.5409 1692.0840 4135.9360 4364.2630 7376.7490
4 81.7678 111.0348 123.6390 182.1238 620.7917 1400.0710 3356.1290 3576.1200 5956.0300
5 67.0329 89.8906 100.9146 154.5096 504.2604 1124.6640 2720.8110 2890.6500 4865.1570
6 54.1054 71.9035 81.1756 123.2250 405.4597 915.6747 2177.4730 2329.5830 3886.8050
7 290.4778 305.5871 315.3789 330.0894 347.1659 365.1161 381.6304 391.7124 410.2046
8 1534.5130 1921.6320 2227.5890 2721.7010 3447.9955 4331.5540 5284.6800 5929.2270 7222.0580
9+ 695.9149 838.0460 934.9111 1101.1280 1328.9345 1555.9650 1818.6410 1978.0690 2310.0400
Requested Percentile Report
Percentile = 90.00 %
2014 2015 2016 2017 2018 2019 2020
Recruits 6225.6320 6181.5870 6196.3710 6154.7360 6227.9310 6205.1600 6179.7760
Spawning Stock Biomass 8.7246 15.2164 18.5612 19.2488 18.9478 18.4609 18.0730
Jan-1 Stock Biomass 15.2783 18.8747 20.8555 21.5091 21.3129 20.8302 20.3938
Mean Biomass 18.2887 20.8969 22.1543 22.2328 21.6646 20.9306 20.6399
Combined Catch Biomass 0.5000 0.2728 0.3775 0.5168 0.5971 0.5978 0.6407
Landings 0.5000 0.2728 0.3775 0.5168 0.5971 0.5978 0.6407
FMort 0.2839 0.0445 0.0445 0.0445 0.0445 0.0445 0.0445
Stock Numbers at Age
Age 1 1339.0500 6225.6320 6181.5870 6196.3710 6154.7360 6227.9310 6205.1600
Age 2 19489.5000 1100.8560 5088.4640 5059.7310 5068.9150 5060.7700 5097.7430
Age 3 2021.1100 15924.2900 901.6998 4159.4080 4137.6920 4145.2170 4135.9360
Age 4 4463.8300 1601.9910 12954.9300 734.5654 3375.8670 3365.4510 3356.1290
Age 5 477.3430 3490.7850 1296.1080 10492.0100 596.2554 2726.6630 2720.8110
Age 6 104.1120 361.8990 2796.6280 1037.5380 8409.3140 478.4960 2177.4730
Age 7 47.6952 76.4838 287.8207 2223.3420 824.7090 6693.2650 381.6304
Age 8 157.0870 34.0090 60.4657 227.5058 1752.6630 651.1502 5284.6800
Age 9 433.8950 426.8521 361.5172 329.6626 430.1583 1703.0170 1818.6410