Standardized Plots for Presentation of MSE Results in IOTC
Inputs
Performance levels across MPs
These are the necessary columns in the performance
data.frame
- indicator, indicator code
- year
- data, computed value
- iter, iteration number
- name, indicator name
- mp, MP name
## run statistic year data iter name mp
## <char> <char> <char> <num> <char> <char> <fctr>
## 1: MP1 FMSY 2038 0.59017133 1 F/F[MSY] MP1
## 2: MP1 FMSY 2038 0.57655002 2 F/F[MSY] MP1
## 3: MP1 FMSY 2038 0.59070793 3 F/F[MSY] MP1
## 4: MP1 FMSY 2038 0.61176335 4 F/F[MSY] MP1
## 5: MP1 FMSY 2038 0.58118303 5 F/F[MSY] MP1
## ---
## 10508: MP6 minSB0 2038 0.07433388 248 min(SB/SB[0]) MP6
## 10509: MP6 minSB0 2038 0.10228136 249 min(SB/SB[0]) MP6
## 10510: MP6 minSB0 2038 0.07698935 250 min(SB/SB[0]) MP6
## 10511: MP6 risk1 2038 0.65915789 1 mean(P(SB<B[limit])) MP6
## 10512: MP6 risk2 2038 0.65915789 1 once(P(SB<B[limit])) MP6Time series of results of MP runs
- mp, MP name
- year
- data, computed value
- iter, iteration number
- qname, computed metric, e.g. Catch (C), mean F (F)
## $MP1
## $ F
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 0.255(0.0000) 0.123(0.0160) 0.128(0.0174) 0.125(0.0187) 0.125(0.0168)
## year
## age 2013 2014 2015 2016 2017
## all 0.126(0.0175) 0.123(0.0188) 0.124(0.0159) 0.123(0.0182) 0.127(0.0192)
## year
## age 2018 2019 2020 2021 2022
## all 0.123(0.0188) 0.126(0.0172) 0.125(0.0174) 0.125(0.0186) 0.128(0.0178)
## year
## age 2023 2024 2025 2026 2027
## all 0.123(0.0198) 0.125(0.0185) 0.123(0.0181) 0.126(0.0202) 0.128(0.0175)
## year
## age 2028 2029 2030 2031 2032
## all 0.124(0.0195) 0.123(0.0195) 0.126(0.0187) 0.127(0.0186) 0.128(0.0187)
## year
## age 2033 2034 2035 2036 2037
## all 0.121(0.0190) 0.126(0.0167) 0.129(0.0155) 0.123(0.0185) 0.124(0.0202)
## year
## age 2038
## all 0.127(0.0196)
##
## units: f
##
## $ SB
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011
## all 371837( 0) 453027( 0) 582677( 17135) 625275( 30569)
## year
## age 2012 2013 2014 2015
## all 651783( 42993) 729045( 73246) 845056( 83920) 822013( 98939)
## year
## age 2016 2017 2018 2019
## all 936973(118464) 1088520(170043) 1118046(165496) 1167188(164883)
## year
## age 2020 2021 2022 2023
## all 1257107(180711) 1307245(175349) 1316329(166398) 1319698(150933)
## year
## age 2024 2025 2026 2027
## all 1316280(133730) 1343367(126216) 1355785(121470) 1368402(112469)
## year
## age 2028 2029 2030 2031
## all 1374571( 97940) 1381085( 97619) 1390094(117249) 1367645(130039)
## year
## age 2032 2033 2034 2035
## all 1324418(117130) 1300473(115580) 1302518(110695) 1296430(103308)
## year
## age 2036 2037 2038
## all 1270546(107064) 1250996(106361) 1224262(107354)
##
## units: t
##
## $ C
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 113397( 0) 67302( 8619) 80576(12071) 75230(13517) 75065(15012)
## year
## age 2013 2014 2015 2016 2017
## all 73232(16877) 75493(14691) 85242(19291) 92448(25136) 89231(22911)
## year
## age 2018 2019 2020 2021 2022
## all 92490(20822) 95989(19997) 92442(18279) 86622(19634) 82357(17985)
## year
## age 2023 2024 2025 2026 2027
## all 77194(13021) 79123(15033) 79619(17847) 82544(17339) 85177(18215)
## year
## age 2028 2029 2030 2031 2032
## all 85122(14881) 82728(17957) 76954(17665) 72677(14259) 69808(14307)
## year
## age 2033 2034 2035 2036 2037
## all 66231(11253) 70929(14007) 71370(13808) 69515(13293) 66613(14041)
## year
## age 2038
## all 72646(12730)
##
## units: t
##
##
## $MP2
## $ F
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 0.255(0.0000) 0.205(0.0269) 0.204(0.0299) 0.198(0.0326) 0.203(0.0279)
## year
## age 2013 2014 2015 2016 2017
## all 0.200(0.0311) 0.197(0.0296) 0.200(0.0301) 0.197(0.0296) 0.199(0.0302)
## year
## age 2018 2019 2020 2021 2022
## all 0.196(0.0296) 0.205(0.0303) 0.202(0.0312) 0.201(0.0260) 0.201(0.0279)
## year
## age 2023 2024 2025 2026 2027
## all 0.200(0.0255) 0.196(0.0298) 0.199(0.0249) 0.204(0.0297) 0.196(0.0297)
## year
## age 2028 2029 2030 2031 2032
## all 0.199(0.0281) 0.201(0.0300) 0.199(0.0307) 0.200(0.0283) 0.203(0.0292)
## year
## age 2033 2034 2035 2036 2037
## all 0.198(0.0288) 0.204(0.0305) 0.202(0.0311) 0.198(0.0303) 0.197(0.0298)
## year
## age 2038
## all 0.196(0.0301)
##
## units: f
##
## $ SB
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011
## all 371837( 0) 453027( 0) 542400( 19657) 544817( 28103)
## year
## age 2012 2013 2014 2015
## all 535180( 36090) 572422( 56775) 655067( 66838) 620780( 83769)
## year
## age 2016 2017 2018 2019
## all 697294( 96139) 795980(126084) 811021(134765) 846163(138978)
## year
## age 2020 2021 2022 2023
## all 914778(145598) 949421(135810) 948191(137989) 958774(123116)
## year
## age 2024 2025 2026 2027
## all 963992(112420) 1006855(113126) 1031554(111710) 1055915( 99033)
## year
## age 2028 2029 2030 2031
## all 1072351( 91341) 1084219( 89144) 1094166(105997) 1072784(113269)
## year
## age 2032 2033 2034 2035
## all 1039242(103949) 1027289(106812) 1021563( 95701) 1032968( 88803)
## year
## age 2036 2037 2038
## all 1007738( 91935) 992766( 91536) 964660( 92373)
##
## units: t
##
## $ C
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 113397( 0) 107131(13003) 113895(13649) 102165(19336) 96665(20690)
## year
## age 2013 2014 2015 2016 2017
## all 88818(21072) 94740(19740) 113035(25131) 117721(32063) 110936(26169)
## year
## age 2018 2019 2020 2021 2022
## all 117531(25998) 124102(27191) 125728(28436) 117476(28397) 108978(21845)
## year
## age 2023 2024 2025 2026 2027
## all 109608(19518) 114915(22985) 119934(27225) 123656(27627) 125174(24424)
## year
## age 2028 2029 2030 2031 2032
## all 131288(25966) 125097(32777) 116250(26661) 105307(21611) 102632(20780)
## year
## age 2033 2034 2035 2036 2037
## all 102509(17900) 104697(21011) 104137(22477) 100909(22701) 97434(18640)
## year
## age 2038
## all 105990(19144)
##
## units: t
##
##
## $MP3
## $ F
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 0.255(0.0000) 0.276(0.0401) 0.276(0.0459) 0.277(0.0382) 0.271(0.0395)
## year
## age 2013 2014 2015 2016 2017
## all 0.270(0.0414) 0.270(0.0411) 0.277(0.0389) 0.278(0.0379) 0.276(0.0411)
## year
## age 2018 2019 2020 2021 2022
## all 0.275(0.0406) 0.281(0.0415) 0.267(0.0370) 0.277(0.0375) 0.273(0.0376)
## year
## age 2023 2024 2025 2026 2027
## all 0.275(0.0408) 0.277(0.0393) 0.274(0.0342) 0.273(0.0381) 0.267(0.0392)
## year
## age 2028 2029 2030 2031 2032
## all 0.269(0.0441) 0.274(0.0383) 0.272(0.0389) 0.269(0.0375) 0.278(0.0376)
## year
## age 2033 2034 2035 2036 2037
## all 0.272(0.0425) 0.275(0.0395) 0.270(0.0419) 0.278(0.0414) 0.279(0.0395)
## year
## age 2038
## all 0.272(0.0431)
##
## units: f
##
## $ SB
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011
## all 371837( 0) 453027( 0) 508566( 23613) 481550( 32508)
## year
## age 2012 2013 2014 2015
## all 446583( 36733) 466658( 54351) 521291( 58409) 486877( 71221)
## year
## age 2016 2017 2018 2019
## all 534035( 78701) 592715( 94918) 596637( 96519) 603232( 90344)
## year
## age 2020 2021 2022 2023
## all 644952(102404) 663895(102547) 662514(101124) 682850( 94999)
## year
## age 2024 2025 2026 2027
## all 681652( 90203) 719683( 94315) 731536( 93339) 757350(103010)
## year
## age 2028 2029 2030 2031
## all 782487( 98879) 790234( 91734) 805886(107363) 779666( 97662)
## year
## age 2032 2033 2034 2035
## all 751719( 87924) 750552( 90096) 753198( 97266) 767207( 92022)
## year
## age 2036 2037 2038
## all 744508(104866) 737201( 96738) 713669( 90317)
##
## units: t
##
## $ C
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 113397( 0) 139616(17306) 139514(19722) 118275(19574) 103673(23261)
## year
## age 2013 2014 2015 2016 2017
## all 97545(20001) 104504(21164) 122585(30546) 126261(32141) 116377(27679)
## year
## age 2018 2019 2020 2021 2022
## all 125604(28119) 133101(30704) 131990(31427) 126119(29167) 119572(25538)
## year
## age 2023 2024 2025 2026 2027
## all 126833(24900) 136173(26887) 137934(29252) 142617(31239) 148415(29838)
## year
## age 2028 2029 2030 2031 2032
## all 151845(31859) 147396(31572) 133428(32126) 121326(25894) 120810(23500)
## year
## age 2033 2034 2035 2036 2037
## all 123004(25445) 127492(32156) 122431(29828) 122246(31535) 113511(24281)
## year
## age 2038
## all 126604(25556)
##
## units: t
##
##
## $MP4
## $ F
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 0.255(0.0000) 0.356(0.0476) 0.347(0.0512) 0.353(0.0494) 0.349(0.0536)
## year
## age 2013 2014 2015 2016 2017
## all 0.353(0.0511) 0.347(0.0493) 0.344(0.0554) 0.357(0.0537) 0.350(0.0467)
## year
## age 2018 2019 2020 2021 2022
## all 0.347(0.0524) 0.348(0.0588) 0.345(0.0544) 0.345(0.0539) 0.350(0.0503)
## year
## age 2023 2024 2025 2026 2027
## all 0.345(0.0503) 0.356(0.0514) 0.343(0.0544) 0.355(0.0528) 0.346(0.0527)
## year
## age 2028 2029 2030 2031 2032
## all 0.346(0.0496) 0.352(0.0532) 0.345(0.0504) 0.347(0.0531) 0.351(0.0501)
## year
## age 2033 2034 2035 2036 2037
## all 0.338(0.0478) 0.353(0.0541) 0.357(0.0479) 0.352(0.0476) 0.347(0.0511)
## year
## age 2038
## all 0.349(0.0499)
##
## units: f
##
## $ SB
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 371837( 0) 453027( 0) 474582(22090) 424702(31442) 374967(33095)
## year
## age 2013 2014 2015 2016 2017
## all 373779(45843) 408776(52345) 373567(62834) 396907(64282) 426395(82250)
## year
## age 2018 2019 2020 2021 2022
## all 418517(73931) 424248(72370) 456484(79871) 457377(85122) 445537(87244)
## year
## age 2023 2024 2025 2026 2027
## all 456981(86155) 462324(83196) 498816(83019) 502947(84958) 509365(75609)
## year
## age 2028 2029 2030 2031 2032
## all 528648(72379) 537948(81839) 541645(84277) 510212(78232) 499017(64627)
## year
## age 2033 2034 2035 2036 2037
## all 501240(73044) 510800(82724) 518883(86020) 504186(81079) 488672(84259)
## year
## age 2038
## all 474705(76092)
##
## units: t
##
## $ C
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 113397( 0) 173210(19547) 159593(22689) 128470(20539) 109475(23760)
## year
## age 2013 2014 2015 2016 2017
## all 100887(23863) 106952(23301) 119392(29978) 121370(34608) 107848(29037)
## year
## age 2018 2019 2020 2021 2022
## all 118914(25581) 128545(33729) 129441(28731) 117928(29186) 115447(25655)
## year
## age 2023 2024 2025 2026 2027
## all 117426(25047) 132689(32028) 134003(33546) 141006(34133) 147050(31611)
## year
## age 2028 2029 2030 2031 2032
## all 150574(34388) 145568(40132) 127931(30351) 119668(27056) 119356(26479)
## year
## age 2033 2034 2035 2036 2037
## all 120674(24209) 124347(31582) 124375(30031) 118716(28012) 109520(23650)
## year
## age 2038
## all 132415(29837)
##
## units: t
##
##
## $MP5
## $ F
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 0.255(0.0000) 0.421(0.0686) 0.428(0.0618) 0.425(0.0645) 0.428(0.0579)
## year
## age 2013 2014 2015 2016 2017
## all 0.416(0.0661) 0.421(0.0620) 0.431(0.0666) 0.425(0.0565) 0.422(0.0654)
## year
## age 2018 2019 2020 2021 2022
## all 0.417(0.0645) 0.425(0.0574) 0.422(0.0555) 0.438(0.0699) 0.434(0.0661)
## year
## age 2023 2024 2025 2026 2027
## all 0.425(0.0595) 0.429(0.0589) 0.429(0.0614) 0.433(0.0630) 0.418(0.0583)
## year
## age 2028 2029 2030 2031 2032
## all 0.425(0.0631) 0.417(0.0597) 0.421(0.0634) 0.431(0.0616) 0.424(0.0621)
## year
## age 2033 2034 2035 2036 2037
## all 0.424(0.0638) 0.416(0.0655) 0.421(0.0635) 0.423(0.0659) 0.432(0.0699)
## year
## age 2038
## all 0.417(0.0556)
##
## units: f
##
## $ SB
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 371837( 0) 453027( 0) 448370(29412) 381961(30360) 320015(29556)
## year
## age 2013 2014 2015 2016 2017
## all 309444(40826) 335579(45402) 294249(49081) 302319(51066) 312186(61757)
## year
## age 2018 2019 2020 2021 2022
## all 303143(51938) 299868(52002) 313031(59164) 308123(57079) 296542(60802)
## year
## age 2023 2024 2025 2026 2027
## all 291975(52700) 295091(60247) 311378(58973) 313357(61245) 321393(58584)
## year
## age 2028 2029 2030 2031 2032
## all 334612(65023) 334878(66227) 327491(68893) 311172(63910) 306735(59105)
## year
## age 2033 2034 2035 2036 2037
## all 302076(56183) 304126(64788) 309186(66042) 291451(65472) 285038(59796)
## year
## age 2038
## all 272779(54913)
##
## units: t
##
## $ C
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 113397( 0) 198286(26888) 175004(23164) 133657(21106) 109232(21333)
## year
## age 2013 2014 2015 2016 2017
## all 96545(19254) 106951(26507) 115970(28528) 113772(32821) 96898(24677)
## year
## age 2018 2019 2020 2021 2022
## all 105633(27596) 116581(31292) 112461(27947) 101857(27962) 98711(24225)
## year
## age 2023 2024 2025 2026 2027
## all 101349(22879) 111352(31353) 112341(31856) 116815(28606) 121562(26259)
## year
## age 2028 2029 2030 2031 2032
## all 124414(34354) 116879(35293) 106509(31003) 98157(25572) 98426(26860)
## year
## age 2033 2034 2035 2036 2037
## all 100567(25557) 103085(25218) 97234(27142) 93127(24725) 86194(25468)
## year
## age 2038
## all 106374(29279)
##
## units: t
##
##
## $MP6
## $ F
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 0.255(0.0000) 0.494(0.0714) 0.507(0.0773) 0.508(0.0693) 0.501(0.0814)
## year
## age 2013 2014 2015 2016 2017
## all 0.503(0.0703) 0.501(0.0743) 0.486(0.0634) 0.502(0.0670) 0.504(0.0751)
## year
## age 2018 2019 2020 2021 2022
## all 0.499(0.0760) 0.495(0.0738) 0.499(0.0692) 0.507(0.0738) 0.492(0.0684)
## year
## age 2023 2024 2025 2026 2027
## all 0.504(0.0736) 0.506(0.0711) 0.500(0.0782) 0.504(0.0807) 0.493(0.0773)
## year
## age 2028 2029 2030 2031 2032
## all 0.498(0.0735) 0.511(0.0741) 0.509(0.0760) 0.487(0.0636) 0.499(0.0709)
## year
## age 2033 2034 2035 2036 2037
## all 0.496(0.0697) 0.503(0.0798) 0.483(0.0742) 0.502(0.0740) 0.503(0.0737)
## year
## age 2038
## all 0.495(0.0750)
##
## units: f
##
## $ SB
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 371837( 0) 453027( 0) 416504(27656) 336124(30843) 269906(25717)
## year
## age 2013 2014 2015 2016 2017
## all 254203(30119) 268875(37835) 234227(38714) 230304(36993) 229092(41730)
## year
## age 2018 2019 2020 2021 2022
## all 216466(38980) 206415(37968) 217714(43856) 206749(41037) 191902(38345)
## year
## age 2023 2024 2025 2026 2027
## all 191669(36898) 188155(40449) 198522(43054) 190487(41760) 189869(39155)
## year
## age 2028 2029 2030 2031 2032
## all 192824(40921) 190658(42214) 184496(46020) 171907(41152) 165803(39601)
## year
## age 2033 2034 2035 2036 2037
## all 166610(38796) 165141(40993) 165758(38916) 152133(36996) 146507(37579)
## year
## age 2038
## all 137291(35159)
##
## units: t
##
## $ C
## An object of class "FLQuant"
## iters: 250
##
## , , unit = unique, season = all, area = unique
##
## year
## age 2008 2009 2010 2011 2012
## all 113397( 0) 224836(25217) 187472(27253) 134125(21524) 105361(22459)
## year
## age 2013 2014 2015 2016 2017
## all 94265(20242) 98855(22963) 105892(29555) 100288(27365) 81842(23743)
## year
## age 2018 2019 2020 2021 2022
## all 90725(23439) 97051(27988) 92210(23747) 82404(22936) 76308(19574)
## year
## age 2023 2024 2025 2026 2027
## all 79300(20090) 85611(22309) 84910(21881) 86655(23650) 87790(24364)
## year
## age 2028 2029 2030 2031 2032
## all 90715(25734) 84713(25844) 72229(24015) 67302(19809) 68986(20737)
## year
## age 2033 2034 2035 2036 2037
## all 69439(21047) 72671(23437) 64451(19226) 60656(18609) 57070(18611)
## year
## age 2038
## all 74044(23130)
##
## units: tTime series of OM history
- year
- data, computed value
- iter, iteration number
- qname, computed metric, e.g. Catch (C), mean F (F)
## $ F
## An object of class "FLQuant"
## , , unit = unique, season = all, area = unique
##
## year
## age 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968
## all 0.242 0.279 0.311 0.324 0.325 0.336 0.367 0.394 0.388 0.362 0.348 0.354
## year
## age 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980
## all 0.364 0.363 0.367 0.399 0.452 0.480 0.461 0.437 0.449 0.488 0.526 0.542
## year
## age 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992
## all 0.541 0.526 0.515 0.523 0.551 0.586 0.616 0.630 0.622 0.606 0.600 0.607
## year
## age 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004
## all 0.610 0.598 0.598 0.642 0.712 0.724 0.650 0.582 0.572 0.594 0.571 0.477
## year
## age 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016
## all 0.387 0.333 0.296 0.255 0.216 0.196 0.198 0.207 0.210 0.205 0.201 0.199
## year
## age 2017
## all 0.199
##
## units: f
##
## $ SB
## An object of class "FLQuant"
## , , unit = unique, season = all, area = unique
##
## year
## age 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966
## all 342223 355375 362119 380052 391386 482245 440658 430475 383583 404516
## year
## age 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976
## all 473938 458977 402865 370472 361610 366129 302365 298094 301757 328726
## year
## age 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986
## all 329116 327544 302271 319090 290780 284211 339238 367251 394666 407972
## year
## age 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996
## all 470952 424696 448230 396458 356947 311431 279962 233481 222203 203391
## year
## age 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006
## all 204948 237863 219149 230902 234211 221902 248312 233478 253737 284447
## year
## age 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016
## all 293330 371837 453026 554245 575459 617539 709948 823276 774157 836453
## year
## age 2017
## all 913290
##
## units: t
##
## $ C
## An object of class "FLQuant"
## , , unit = unique, season = all, area = unique
##
## year
## age 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966
## all 78360 88785 105186 117975 119541 126290 140815 147540 151408 162266
## year
## age 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976
## all 154474 149820 146178 136619 141226 149390 151515 157994 165392 175881
## year
## age 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986
## all 165843 178166 172652 184690 184494 192439 212632 228265 247071 279228
## year
## age 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996
## all 308480 315245 292035 250604 218184 192691 179573 151248 132629 131719
## year
## age 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006
## all 152195 171240 170662 145998 128107 143807 154029 140056 114551 111864
## year
## age 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016
## all 104770 113397 115703 118824 119718 131872 141055 139750 137338 131216
## year
## age 2017
## all 124922
##
## units: tStandard IOTC MSE plots
plotBPs, indicators boxplots
plotTOs, trade-off plots
kobeMPs, performance on Kobe plot
kobe2MPs,
plotOMruns, time series of OM and MPs
