Find historical catch data from previous years
Arguments
- survey
(character) A character string of the survey you are interested in reivewing. Options are those from public_data$survey, which are "AI", "GOA", "EBS", "NBS", "BSS".
- species_codes
(numeric) A species code number of a species or species you are specifically interested in reviewing data from. If NA/not entered, the function will return data for all species caught in the haul.
- years
(numeric) the years you want returned in the output. If years = NA, script will default to the last 10 years. If you would like to see all years, simply choose a large range that covers all years of the survey (e.g., 1970:2030)
- station
(character) A character string of the current station name (as a grid cell; e.g., "264-85")
- grid_buffer
(numeric) GOA/AI only. The number of cells around the current station where you would like to see catches from. Typically, use grid_buffer = 3.
Examples
#' # EBS (or NBS) --------------------------------------------------------------
## for one year and only 1 station for all species --------------------------
get_catch_haul_history(
survey = "EBS",
years = 2021,
station = "I-13")
#> $catch
#> $catch$`2021`
#> station scientific_name common_name count
#> 1 I-13 Gadus chalcogrammus walleye pollock 793
#> 2 I-13 Lepidopsetta polyxystra northern rock sole 1530
#> 3 I-13 Limanda aspera yellowfin sole 584
#> 4 I-13 Asterias amurensis purple-orange sea star 1816
#> 5 I-13 Arctoraja parmifera Alaska skate 6
#> 6 I-13 Gadus macrocephalus Pacific cod 91
#> 7 I-13 Hippoglossus stenolepis Pacific halibut 45
#> 8 I-13 Hippoglossoides elassodon flathead sole 48
#> 9 I-13 Paralithodes camtschaticus red king crab 18
#> 10 I-13 Pleuronectes quadrituberculatus Alaska plaice 47
#> 11 I-13 Myoxocephalus jaok plain sculpin 3
#> 12 I-13 Isopsetta isolepis butter sole 17
#> 13 I-13 Neptunea ventricosa fat whelk 29
#> 14 I-13 Podothecus accipenserinus sturgeon poacher 54
#> 15 I-13 Platichthys stellatus starry flounder 2
#> 16 I-13 Porifera sponge unid. NA
#> 17 I-13 Gorgonocephalus eucnemis basketstar 8
#> 18 I-13 Pagurus ochotensis Alaskan hermit 8
#> 19 I-13 <NA> empty gastropod shells NA
#> 20 I-13 Mactromeris polynyma Arctic surfclam 8
#> 21 I-13 Neptunea heros <NA> 4
#> 22 I-13 Hyas lyratus Pacific lyre crab 6
#> 23 I-13 <NA> empty bivalve shells NA
#> 24 I-13 Boltenia ovifera sea onion NA
#> 25 I-13 Clupea pallasii Pacific herring 2
#> 26 I-13 Chionoecetes bairdi Tanner crab 1
#> 27 I-13 Metridium sp. <NA> 8
#> 28 I-13 Chrysaora melanaster <NA> 2
#> 29 I-13 Styela rustica sea potato NA
#> 30 I-13 Gersemia rubiformis <NA> NA
#> 31 I-13 Neptunea borealis <NA> 2
#> 32 I-13 Liparis gibbus variegated snailfish 2
#> 33 I-13 Glebocarcinus oregonensis Oregon rock crab 2
#> 34 I-13 Polychaeta polychaete worm unid. 4
#> 35 I-13 Crangon sp. <NA> 2
#> weight_kg cpue_kgkm2 cpue_nokm2
#> 1 550.359 11529.782133 16613.00575
#> 2 213.721 4477.362171 32052.83581
#> 3 139.534 2923.176727 12234.54648
#> 4 127.104 2662.773623 38044.41166
#> 5 41.960 879.043785 125.69740
#> 6 31.140 652.369482 1906.41050
#> 7 26.103 546.846518 942.73046
#> 8 23.811 498.830113 1005.57916
#> 9 19.380 406.002587 377.09219
#> 10 16.947 355.032293 984.62960
#> 11 5.420 113.546647 62.84870
#> 12 4.072 85.306632 356.14262
#> 13 3.742 78.393276 607.53741
#> 14 3.355 70.285794 1131.27656
#> 15 3.219 67.436653 41.89913
#> 16 2.889 60.523296 0.00000
#> 17 1.861 38.987142 167.59653
#> 18 0.853 17.869980 167.59653
#> 19 0.795 16.654905 0.00000
#> 20 0.620 12.988731 167.59653
#> 21 0.620 12.988731 83.79826
#> 22 0.465 9.741548 125.69740
#> 23 0.427 8.945465 0.00000
#> 24 0.359 7.520894 0.00000
#> 25 0.339 7.101903 41.89913
#> 26 0.220 4.608904 20.94957
#> 27 0.213 4.462258 167.59653
#> 28 0.175 3.666174 41.89913
#> 29 0.145 3.037687 0.00000
#> 30 0.068 1.424570 0.00000
#> 31 0.039 0.817033 41.89913
#> 32 0.019 0.398042 41.89913
#> 33 0.010 0.209496 41.89913
#> 34 0.010 0.209496 83.79826
#> 35 0.004 0.083798 41.89913
#>
#>
#> $catch_means
#> [1] "A summary of catch data would not be helpful with these function parameters"
#>
#> $haul
#> year station haul stratum vessel_name date_time latitude_dd_start
#> 1 2021 I-13 7 31 ALASKA KNIGHT 2021-06-02 12:05:29 57.65493
#> longitude_dd_start bottom_temperature_c surface_temperature_c depth_m
#> 1 -160.2535 4.4 4.7 55
#> distance_fished_km net_width_m net_height_m area_swept_km2 duration_hr
#> 1 2.954 16.159 1.794 0.047734 0.522
#> total_weight_kg
#> 1 1220
#>
## for default 10 years and only 1 station for PCOD and walleye pollock ----
get_catch_haul_history(
species_codes = c(21720, 21740), # pacific cod and walleye pollock
survey = "EBS",
station = "I-13")
#> $catch
#> $catch$`2013`
#> station scientific_name common_name count weight_kg cpue_kgkm2
#> 19 I-13 Gadus chalcogrammus walleye pollock 20 49.20 1136.2251
#> 20 I-13 Gadus macrocephalus Pacific cod 68 30.72 709.4479
#> cpue_nokm2
#> 19 461.8801
#> 20 1570.3924
#>
#> $catch$`2014`
#> station scientific_name common_name count weight_kg cpue_kgkm2
#> 17 I-13 Gadus macrocephalus Pacific cod 138 54.367 1306.6566
#> 18 I-13 Gadus chalcogrammus walleye pollock 65 41.508 997.6033
#> cpue_nokm2
#> 17 3316.692
#> 18 1562.210
#>
#> $catch$`2015`
#> station scientific_name common_name count weight_kg cpue_kgkm2
#> 15 I-13 Gadus macrocephalus Pacific cod 827 442.790 9202.058
#> 16 I-13 Gadus chalcogrammus walleye pollock 363 377.003 7834.873
#> cpue_nokm2
#> 15 17186.707
#> 16 7543.863
#>
#> $catch$`2016`
#> station scientific_name common_name count weight_kg cpue_kgkm2
#> 13 I-13 Gadus macrocephalus Pacific cod 779 776.725 16690.3179
#> 14 I-13 Gadus chalcogrammus walleye pollock 37 7.043 151.3404
#> cpue_nokm2
#> 13 16739.2032
#> 14 795.0584
#>
#> $catch$`2017`
#> station scientific_name common_name count weight_kg cpue_kgkm2
#> 11 I-13 Gadus chalcogrammus walleye pollock 139 57.062 1303.8383
#> 12 I-13 Gadus macrocephalus Pacific cod 13 9.800 223.9251
#> cpue_nokm2
#> 11 3176.0808
#> 12 297.0435
#>
#> $catch$`2018`
#> station scientific_name common_name count weight_kg cpue_kgkm2
#> 9 I-13 Gadus chalcogrammus walleye pollock 95 80.05 1685.4747
#> 10 I-13 Gadus macrocephalus Pacific cod 8 5.05 106.3291
#> cpue_nokm2
#> 9 2000.2511
#> 10 168.4422
#>
#> $catch$`2019`
#> station scientific_name common_name count weight_kg cpue_kgkm2
#> 7 I-13 Gadus macrocephalus Pacific cod 118 43.080 946.3481
#> 8 I-13 Gadus chalcogrammus walleye pollock 31 6.915 151.9034
#> cpue_nokm2
#> 7 2592.133
#> 8 680.984
#>
#> $catch$`2021`
#> station scientific_name common_name count weight_kg cpue_kgkm2
#> 5 I-13 Gadus chalcogrammus walleye pollock 793 550.359 11529.7821
#> 6 I-13 Gadus macrocephalus Pacific cod 91 31.140 652.3695
#> cpue_nokm2
#> 5 16613.01
#> 6 1906.41
#>
#> $catch$`2022`
#> station scientific_name common_name count weight_kg cpue_kgkm2
#> 3 I-13 Gadus chalcogrammus walleye pollock 135 140.138 3252.886
#> 4 I-13 Gadus macrocephalus Pacific cod 173 104.016 2414.421
#> cpue_nokm2
#> 3 3133.623
#> 4 4015.679
#>
#> $catch$`2023`
#> station scientific_name common_name count weight_kg cpue_kgkm2
#> 1 I-13 Gadus chalcogrammus walleye pollock 70 41.744 898.023
#> 2 I-13 Gadus macrocephalus Pacific cod 31 9.190 197.701
#> cpue_nokm2
#> 1 1505.8837
#> 2 666.8913
#>
#>
#> $catch_means
#> scientific_name common_name station count weight_kg cpue_kgkm2
#> 1 Gadus macrocephalus Pacific cod I-13 224.6 150.69 3244.96
#> 2 Gadus chalcogrammus walleye pollock I-13 174.8 135.10 2894.19
#> cpue_nokm2 Freq
#> 1 4845.96 10
#> 2 3747.28 10
#>
#> $haul
#> year station haul stratum vessel_name date_time
#> 1 2013 I-13 8 31 ALDEBARAN 2013-06-10 11:35:21
#> 2 2014 I-13 8 31 ALASKA KNIGHT 2014-06-09 12:34:43
#> 3 2015 I-13 9 31 VESTERAALEN 2015-06-04 11:36:07
#> 4 2016 I-13 12 31 ALASKA KNIGHT 2016-06-02 12:23:54
#> 5 2017 I-13 8 31 ALASKA KNIGHT 2017-06-05 15:12:37
#> 6 2018 I-13 9 31 ALASKA KNIGHT 2018-06-04 12:39:27
#> 7 2019 I-13 11 31 VESTERAALEN 2019-06-04 13:15:57
#> 8 2021 I-13 7 31 ALASKA KNIGHT 2021-06-02 12:05:29
#> 9 2022 I-13 12 31 VESTERAALEN 2022-06-01 16:20:20
#> 10 2023 I-13 16 31 NORTHWEST EXPLORER 2023-05-30 13:43:02
#> latitude_dd_start longitude_dd_start bottom_temperature_c
#> 1 57.67621 -160.2702 2.5
#> 2 57.67458 -160.2594 5.0
#> 3 57.67938 -160.2449 4.6
#> 4 57.66506 -160.2658 6.0
#> 5 57.65211 -160.2444 3.3
#> 6 57.68093 -160.2568 4.3
#> 7 57.69052 -160.2580 5.5
#> 8 57.65493 -160.2535 4.4
#> 9 57.65502 -160.2754 3.6
#> 10 57.66505 -160.2725 3.4
#> surface_temperature_c depth_m distance_fished_km net_width_m net_height_m
#> 1 3.0 56 2.832 15.290 2.545
#> 2 6.1 54 2.772 15.010 2.257
#> 3 7.5 55 2.969 16.207 2.635
#> 4 7.1 55 3.116 14.935 2.880
#> 5 3.5 53 2.829 15.470 2.426
#> 6 4.5 54 2.887 16.451 2.459
#> 7 7.5 54 2.840 16.029 2.200
#> 8 4.7 55 2.954 16.159 1.794
#> 9 7.6 54 2.854 15.095 2.566
#> 10 3.4 55 2.879 16.146 2.175
#> area_swept_km2 duration_hr total_weight_kg
#> 1 0.043301 0.498 2118.00
#> 2 0.041608 0.503 1456.00
#> 3 0.048119 0.527 3026.00
#> 4 0.046537 0.545 4480.00
#> 5 0.043765 0.518 1296.00
#> 6 0.047494 0.515 875.12
#> 7 0.045522 0.520 3186.00
#> 8 0.047734 0.522 1220.00
#> 9 0.043081 0.531 1190.00
#> 10 0.046484 0.516 812.00
#>
# AI (or GOA) ---------------------------------------------------------------
## for two specific years and nearby stations -------------------------------
get_catch_haul_history(
survey = "AI",
years = c(2016, 2018),
station = "324-73",
grid_buffer = 3)
#> $catch
#> $catch$`2016`
#> haul scientific_name common_name station count
#> 88 3 Gadus macrocephalus Pacific cod 320-73 243
#> 89 7 Atheresthes stomias arrowtooth flounder 320-74 291
#> 90 3 Hippoglossus stenolepis Pacific halibut 320-73 133
#> 91 5 Hippoglossoides elassodon flathead sole 320-74 78
#> 92 5 Lepidopsetta bilineata southern rock sole 320-74 69
#> 93 3 Lepidopsetta bilineata southern rock sole 320-73 90
#> 94 3 Lepidopsetta polyxystra northern rock sole 320-73 103
#> 95 5 Hippoglossus stenolepis Pacific halibut 320-74 31
#> 96 4 Hippoglossoides elassodon flathead sole 324-73 133
#> 97 7 Gadus macrocephalus Pacific cod 320-74 10
#> 98 4 Atheresthes stomias arrowtooth flounder 324-73 54
#> 99 7 Lepidopsetta polyxystra northern rock sole 320-74 41
#> 100 3 Atheresthes stomias arrowtooth flounder 320-73 27
#> 101 7 Hippoglossus stenolepis Pacific halibut 320-74 12
#> 102 4 Hippoglossus stenolepis Pacific halibut 324-73 11
#> 103 7 Enteroctopus dofleini giant octopus 320-74 2
#> 104 5 Lepidopsetta polyxystra northern rock sole 320-74 26
#> 105 4 Anoplopoma fimbria sablefish 324-73 11
#> 106 4 Gadus chalcogrammus walleye pollock 324-73 10
#> 107 4 Lepidopsetta bilineata southern rock sole 324-73 6
#> 108 5 Atheresthes stomias arrowtooth flounder 320-74 8
#> 109 4 Parophrys vetulus English sole 324-73 6
#> 110 4 Glyptocephalus zachirus rex sole 324-73 29
#> 111 5 Gadus macrocephalus Pacific cod 320-74 4
#> 112 3 Anarrhichthys ocellatus wolf-eel 320-73 1
#> 113 4 Enteroctopus dofleini giant octopus 324-73 1
#> 114 4 Myoxocephalus polyacanthocephalus great sculpin 324-73 1
#> 115 3 Clupea pallasii Pacific herring 320-73 10
#> 116 7 Hemilepidotus jordani yellow Irish lord 320-74 6
#> 117 3 Pleurogrammus monopterygius Atka mackerel 320-73 5
#> 118 7 Glyptocephalus zachirus rex sole 320-74 7
#> 119 5 Hemilepidotus jordani yellow Irish lord 320-74 2
#> 120 7 Lepidopsetta bilineata southern rock sole 320-74 2
#> 121 4 Gadus macrocephalus Pacific cod 324-73 2
#> 122 7 Atheresthes evermanni Kamchatka flounder 320-74 8
#> 123 7 Chirona evermanni giant barnacle 320-74 NA
#> 124 3 Hemilepidotus jordani yellow Irish lord 320-73 1
#> 125 5 Pycnopodia helianthoides sunflower sea star 320-74 1
#> 126 4 Gorgonocephalus eucnemis basketstar 324-73 4
#> 127 4 Thaliacea salp unid. 324-73 NA
#> 128 3 Hippoglossoides elassodon flathead sole 320-73 1
#> 129 5 Pleurogrammus monopterygius Atka mackerel 320-74 1
#> 130 7 Sebastes polyspinis northern rockfish 320-74 2
#> 131 5 Gadus chalcogrammus walleye pollock 320-74 1
#> 132 7 Hippoglossoides elassodon flathead sole 320-74 1
#> 133 4 Fusitriton oregonensis Oregon triton 324-73 15
#> 134 4 Atheresthes evermanni Kamchatka flounder 324-73 5
#> 135 4 Podothecus accipenserinus sturgeon poacher 324-73 4
#> 136 5 Gorgonocephalus eucnemis basketstar 320-74 1
#> 137 7 Fusitriton oregonensis Oregon triton 320-74 9
#> 138 4 Sebastes polyspinis northern rockfish 324-73 1
#> 139 7 Pagurus trigonocheirus fuzzy hermit crab 320-74 5
#> 140 7 Thaliacea salp unid. 320-74 NA
#> 141 4 Bathymaster signatus searcher 324-73 1
#> 142 7 Elassochirus cavimanus purple hermit 320-74 5
#> 143 4 Pagurus confragosus knobbyhand hermit 324-73 5
#> 144 7 Modiolus modiolus northern horsemussel 320-74 1
#> 145 5 Thaliacea salp unid. 320-74 NA
#> 146 3 Ammodytes sp. sand lance unid. 320-73 2
#> 147 4 Pagurus aleuticus Aleutian hermit 324-73 3
#> 148 3 Fusitriton oregonensis Oregon triton 320-73 2
#> 149 7 Pagurus confragosus knobbyhand hermit 320-74 2
#> 150 4 Axinella blanca firm finger sponge 324-73 NA
#> 151 7 Ceramaster patagonicus orange bat sea star 320-74 1
#> 152 3 Gorgonocephalus eucnemis basketstar 320-73 1
#> 153 4 Chaetopterus sp. parchment tubeworms 324-73 NA
#> 154 5 Rajiformes egg case skate egg case unid. 320-74 4
#> 155 7 Alcyonidium pedunculatum fruit leather bryozoan 320-74 NA
#> 156 4 Nudibranchia nudibranch unid. 324-73 1
#> 157 5 Ophiura sarsii notched brittlestar 320-74 6
#> 158 3 Ophiura sarsii notched brittlestar 320-73 5
#> 159 7 Metridium farcimen gigantic anemone 320-74 1
#> 160 4 Rajiformes egg case skate egg case unid. 324-73 NA
#> 161 7 Hyas lyratus Pacific lyre crab 320-74 2
#> 162 4 Actiniaria sea anemone unid. 324-73 1
#> 163 4 Labidochirus splendescens splendid hermit 324-73 1
#> 164 7 Rajiformes egg case skate egg case unid. 320-74 NA
#> 165 7 Styela rustica sea potato 320-74 NA
#> weight_kg cpue_kgkm2 cpue_nokm2
#> 88 343.340 14793.441181 10470.10604
#> 89 136.844 6214.554539 13215.30627
#> 90 118.374 5100.363507 5730.55186
#> 91 67.768 3050.003623 3510.51060
#> 92 62.926 2832.081926 3105.45169
#> 93 59.940 2582.626156 3877.81705
#> 94 33.600 1447.718366 4437.94618
#> 95 28.166 1267.654380 1395.20293
#> 96 23.320 950.181635 5419.13196
#> 97 20.740 941.874405 454.13424
#> 98 20.212 823.545077 2200.24907
#> 99 20.080 911.901546 1861.95037
#> 100 17.950 773.409067 1163.34512
#> 101 15.040 683.017891 544.96108
#> 102 10.780 439.234907 448.19888
#> 103 10.220 464.125189 90.82685
#> 104 9.904 445.744834 1170.17020
#> 105 8.980 365.893271 448.19888
#> 106 8.680 353.669665 407.45353
#> 107 8.620 351.224944 244.47212
#> 108 8.320 374.454464 360.05237
#> 109 7.000 285.217472 244.47212
#> 110 6.612 269.408275 1181.61524
#> 111 6.080 273.639801 180.02618
#> 112 5.900 254.212451 43.08686
#> 113 5.562 226.625654 40.74535
#> 114 4.960 202.096951 40.74535
#> 115 4.320 186.135218 430.86856
#> 116 3.920 178.020621 272.48054
#> 117 3.870 166.746133 215.43428
#> 118 3.340 151.680835 317.89396
#> 119 2.540 114.316627 90.01309
#> 120 2.468 112.080329 90.82685
#> 121 2.240 91.269591 81.49071
#> 122 1.672 75.931244 363.30739
#> 123 1.508 68.483443 0.00000
#> 124 1.332 57.391692 43.08686
#> 125 1.320 59.408641 45.00655
#> 126 1.182 48.161007 162.98141
#> 127 1.072 43.679019 0.00000
#> 128 0.946 40.760166 43.08686
#> 129 0.910 40.955957 45.00655
#> 130 0.863 39.191785 90.82685
#> 131 0.754 33.934936 45.00655
#> 132 0.648 29.427898 45.41342
#> 133 0.500 20.372677 611.18030
#> 134 0.416 16.950067 203.72677
#> 135 0.360 14.668327 162.98141
#> 136 0.236 10.621545 45.00655
#> 137 0.226 10.263434 408.72081
#> 138 0.198 8.067580 40.74535
#> 139 0.186 8.446897 227.06712
#> 140 0.172 7.811109 0.00000
#> 141 0.152 6.193294 40.74535
#> 142 0.148 6.721187 227.06712
#> 143 0.142 5.785840 203.72677
#> 144 0.090 4.087208 45.41342
#> 145 0.088 3.960576 0.00000
#> 146 0.080 3.446948 86.17371
#> 147 0.066 2.689193 122.23606
#> 148 0.062 2.671385 86.17371
#> 149 0.060 2.724805 90.82685
#> 150 0.060 2.444721 0.00000
#> 151 0.058 2.633979 45.41342
#> 152 0.056 2.412864 43.08686
#> 153 0.054 2.200249 0.00000
#> 154 0.048 2.160314 180.02618
#> 155 0.044 1.998191 0.00000
#> 156 0.036 1.466833 40.74535
#> 157 0.032 1.440209 270.03928
#> 158 0.020 0.861737 215.43428
#> 159 0.020 0.908268 45.41342
#> 160 0.020 0.814907 0.00000
#> 161 0.018 0.817442 90.82685
#> 162 0.016 0.651926 40.74535
#> 163 0.008 0.325963 40.74535
#> 164 0.004 0.181654 0.00000
#> 165 0.002 0.090827 0.00000
#>
#> $catch$`2018`
#> haul scientific_name common_name station count
#> 1 2 Gadus chalcogrammus walleye pollock 325-76 1616
#> 2 9 Atheresthes stomias arrowtooth flounder 320-74 1041
#> 3 1 Gadus chalcogrammus walleye pollock 324-73 489
#> 4 2 Porifera sponge unid. 325-76 NA
#> 5 1 Atheresthes stomias arrowtooth flounder 324-73 357
#> 6 2 Mycale loveni lampshade sponge 325-76 NA
#> 7 9 Lepidopsetta polyxystra northern rock sole 320-74 99
#> 8 2 Sebastes polyspinis northern rockfish 325-76 88
#> 9 2 Gadus macrocephalus Pacific cod 325-76 12
#> 10 9 Gadus chalcogrammus walleye pollock 320-74 35
#> 11 9 Gadus macrocephalus Pacific cod 320-74 9
#> 12 2 Atheresthes stomias arrowtooth flounder 325-76 33
#> 13 9 Hemilepidotus jordani yellow Irish lord 320-74 29
#> 14 9 Hippoglossus stenolepis Pacific halibut 320-74 9
#> 15 9 Bathyraja aleutica Aleutian skate 320-74 1
#> 16 1 Hippoglossus stenolepis Pacific halibut 324-73 11
#> 17 9 Sebastes alutus Pacific ocean perch 320-74 40
#> 18 1 Gadus macrocephalus Pacific cod 324-73 6
#> 19 2 Lepidopsetta polyxystra northern rock sole 325-76 54
#> 20 10 Gadus macrocephalus Pacific cod 320-73 4
#> 21 2 Pododesmus macrochisma abalone jingle 325-76 NA
#> 22 2 Enteroctopus dofleini giant octopus 325-76 1
#> 23 10 Hippoglossus stenolepis Pacific halibut 320-73 6
#> 24 2 Hemilepidotus jordani yellow Irish lord 325-76 17
#> 25 2 Hexagrammos decagrammus kelp greenling 325-76 30
#> 26 1 Hippoglossoides elassodon flathead sole 324-73 37
#> 27 2 Hippoglossus stenolepis Pacific halibut 325-76 5
#> 28 9 Sebastes polyspinis northern rockfish 320-74 14
#> 29 9 Glyptocephalus zachirus rex sole 320-74 13
#> 30 9 Lepidopsetta bilineata southern rock sole 320-74 9
#> 31 1 Chionoecetes bairdi Tanner crab 324-73 25
#> 32 1 Glyptocephalus zachirus rex sole 324-73 24
#> 33 2 Pleurogrammus monopterygius Atka mackerel 325-76 10
#> 34 9 Enteroctopus dofleini giant octopus 320-74 1
#> 35 2 Tethya sp. ball sponge 325-76 NA
#> 36 9 Hippoglossoides elassodon flathead sole 320-74 8
#> 37 10 Anarrhichthys ocellatus wolf-eel 320-73 1
#> 38 9 Pleurogrammus monopterygius Atka mackerel 320-74 3
#> 39 10 Lepidopsetta bilineata southern rock sole 320-73 7
#> 40 1 Arctoraja parmifera Alaska skate 324-73 1
#> 41 2 Fusitriton oregonensis Oregon triton 325-76 75
#> 42 9 Atheresthes evermanni Kamchatka flounder 320-74 3
#> 43 2 Hippoglossoides elassodon flathead sole 325-76 4
#> 44 2 Myoxocephalus polyacanthocephalus great sculpin 325-76 1
#> 45 2 Isodictya rigida orange finger sponge 325-76 NA
#> 46 1 Pycnopodia helianthoides sunflower sea star 324-73 1
#> 47 2 Lepidopsetta bilineata southern rock sole 325-76 8
#> 48 2 Sebastes alutus Pacific ocean perch 325-76 30
#> 49 1 Myoxocephalus polyacanthocephalus great sculpin 324-73 1
#> 50 1 Bathyraja interrupta Bering skate 324-73 1
#> 51 2 Sebastes variabilis dusky rockfish 325-76 4
#> 52 2 Zaprora silenus prowfish 325-76 1
#> 53 10 Pleurogrammus monopterygius Atka mackerel 320-73 1
#> 54 2 Cucumaria fallax sea football 325-76 3
#> 55 1 Sebastes polyspinis northern rockfish 324-73 2
#> 56 1 Anoplopoma fimbria sablefish 324-73 2
#> 57 1 Hemilepidotus jordani yellow Irish lord 324-73 1
#> 58 2 Bathymaster signatus searcher 325-76 2
#> 59 10 Atheresthes stomias arrowtooth flounder 320-73 2
#> 60 1 Fusitriton oregonensis Oregon triton 324-73 21
#> 61 1 Thaliacea salp unid. 324-73 5
#> 62 1 Pagurus ochotensis Alaskan hermit 324-73 15
#> 63 1 Gorgonocephalus eucnemis basketstar 324-73 1
#> 64 2 Modiolus modiolus northern horsemussel 325-76 12
#> 65 1 Metridium farcimen gigantic anemone 324-73 3
#> 66 9 Scyphozoa jellyfish unid. 320-74 1
#> 67 1 Triglops macellus roughspine sculpin 324-73 5
#> 68 2 Crystallichthys cyclospilus blotched snailfish 325-76 1
#> 69 2 Ceramaster patagonicus orange bat sea star 325-76 4
#> 70 1 Lepidopsetta polyxystra northern rock sole 324-73 1
#> 71 2 Aphrocallistes vastus clay pipe sponge 325-76 NA
#> 72 2 Gorgonocephalus eucnemis basketstar 325-76 2
#> 73 1 Sarritor frenatus sawback poacher 324-73 3
#> 74 2 Pteraster militaris wrinkled star 325-76 2
#> 75 2 Scyphozoa jellyfish unid. 325-76 2
#> 76 2 Elassochirus gilli Pacific red hermit 325-76 2
#> 77 2 Podothecus accipenserinus sturgeon poacher 325-76 1
#> 78 2 Doris odhneri white night doris 325-76 2
#> 79 1 Atheresthes evermanni Kamchatka flounder 324-73 1
#> 80 1 Oregonia gracilis graceful decorator crab 324-73 1
#> 81 1 Stomphia coccinea swimming anemone 324-73 1
#> 82 2 Pagurus brandti sponge hermit 325-76 2
#> 83 2 Sarritor frenatus sawback poacher 325-76 1
#> 84 1 Crossaster papposus rose sea star 324-73 1
#> 85 1 Pagurus capillatus hairy hermit crab 324-73 1
#> 86 2 Elassochirus tenuimanus widehand hermit crab 325-76 1
#> 87 1 Ciliatocardium ciliatum hairy cockle 324-73 1
#> weight_kg cpue_kgkm2 cpue_nokm2
#> 1 1211.290 56195.947836 74971.84960
#> 2 643.495 25096.701051 40599.64070
#> 3 399.642 15729.789050 19246.89308
#> 4 227.830 10569.824564 0.00000
#> 5 98.418 3873.702911 14051.41274
#> 6 75.420 3498.995605 0.00000
#> 7 50.810 1981.621272 3861.06093
#> 8 45.950 2131.780006 4082.62547
#> 9 42.680 1980.073355 556.72166
#> 10 28.595 1115.222599 1365.02154
#> 11 26.500 1033.516310 351.00554
#> 12 23.050 1069.369513 1530.98455
#> 13 20.740 808.872765 1131.01785
#> 14 18.849 735.122601 351.00554
#> 15 18.780 732.431559 39.00062
#> 16 18.470 726.973651 432.95670
#> 17 17.560 684.850808 1560.02462
#> 18 15.540 611.649731 236.15820
#> 19 13.025 604.274964 2505.24745
#> 20 11.950 534.815361 179.01769
#> 21 11.200 519.606878 0.00000
#> 22 11.130 516.359335 46.39347
#> 23 9.534 426.688674 268.52654
#> 24 9.350 433.778957 788.68901
#> 25 9.346 433.593383 1391.80414
#> 26 9.250 364.077221 1456.30888
#> 27 9.080 421.252719 231.96736
#> 28 8.980 350.225527 546.00862
#> 29 7.520 293.284628 507.00800
#> 30 7.370 287.434536 351.00554
#> 31 6.900 271.581927 983.99249
#> 32 6.170 242.849346 944.63279
#> 33 5.740 266.298525 463.93471
#> 34 5.380 209.823311 39.00062
#> 35 5.080 235.678834 0.00000
#> 36 4.875 190.128000 312.00492
#> 37 4.670 209.003158 44.75442
#> 38 4.300 167.702647 117.00185
#> 39 4.100 183.493136 313.28096
#> 40 3.580 140.907724 39.35970
#> 41 3.280 152.170586 3479.51035
#> 42 2.940 114.661809 117.00185
#> 43 2.914 135.190575 185.57388
#> 44 2.720 126.190242 46.39347
#> 45 2.600 120.623025 0.00000
#> 46 2.504 98.556688 39.35970
#> 47 2.259 104.802852 371.14777
#> 48 2.159 100.163505 1391.80414
#> 49 1.890 74.389832 39.35970
#> 50 1.850 72.815444 39.35970
#> 51 1.632 75.714145 185.57388
#> 52 1.592 73.858406 46.39347
#> 53 1.140 51.020043 44.75442
#> 54 0.994 46.115110 139.18041
#> 55 0.990 38.966103 78.71940
#> 56 0.974 38.336347 78.71940
#> 57 0.880 34.636536 39.35970
#> 58 0.756 35.073464 92.78694
#> 59 0.730 32.670729 89.50885
#> 60 0.634 24.954050 826.55369
#> 61 0.452 17.790584 196.79850
#> 62 0.442 17.396987 590.39549
#> 63 0.430 16.924671 39.35970
#> 64 0.375 17.397552 556.72166
#> 65 0.360 14.169492 118.07910
#> 66 0.295 11.505182 39.00062
#> 67 0.292 11.493032 196.79850
#> 68 0.222 10.299351 46.39347
#> 69 0.200 9.278694 185.57388
#> 70 0.174 6.848588 39.35970
#> 71 0.155 7.190988 0.00000
#> 72 0.145 6.727053 92.78694
#> 73 0.140 5.510358 118.07910
#> 74 0.100 4.639347 92.78694
#> 75 0.095 4.407380 92.78694
#> 76 0.085 3.943445 92.78694
#> 77 0.072 3.340330 46.39347
#> 78 0.055 2.551641 92.78694
#> 79 0.042 1.653107 39.35970
#> 80 0.042 1.653107 39.35970
#> 81 0.034 1.338230 39.35970
#> 82 0.030 1.391804 92.78694
#> 83 0.024 1.113443 46.39347
#> 84 0.014 0.551036 39.35970
#> 85 0.012 0.472316 39.35970
#> 86 0.005 0.231967 46.39347
#> 87 0.002 0.078719 39.35970
#>
#>
#> $catch_means
#> scientific_name common_name station count
#> 1 Gadus chalcogrammus walleye pollock 325-76 1616.0
#> 2 Porifera sponge unid. 325-76 NaN
#> 3 Atheresthes stomias arrowtooth flounder 320-74 446.7
#> 4 Gadus chalcogrammus walleye pollock 324-73 249.5
#> 5 Gadus macrocephalus Pacific cod 320-73 123.5
#> 6 Mycale loveni lampshade sponge 325-76 NaN
#> 7 Hippoglossus stenolepis Pacific halibut 320-73 69.5
#> 8 Atheresthes stomias arrowtooth flounder 324-73 205.5
#> 9 Sebastes polyspinis northern rockfish 325-76 88.0
#> 10 Gadus macrocephalus Pacific cod 325-76 12.0
#> 11 Lepidopsetta polyxystra northern rock sole 320-73 103.0
#> 12 Lepidopsetta bilineata southern rock sole 320-73 48.5
#> 13 Lepidopsetta polyxystra northern rock sole 320-74 55.3
#> 14 Hippoglossoides elassodon flathead sole 320-74 29.0
#> 15 Lepidopsetta bilineata southern rock sole 320-74 26.7
#> 16 Atheresthes stomias arrowtooth flounder 325-76 33.0
#> 17 Hippoglossus stenolepis Pacific halibut 320-74 17.3
#> 18 Gadus macrocephalus Pacific cod 320-74 7.7
#> 19 Bathyraja aleutica Aleutian skate 320-74 1.0
#> 20 Sebastes alutus Pacific ocean perch 320-74 40.0
#> 21 Hippoglossoides elassodon flathead sole 324-73 85.0
#> 22 Lepidopsetta polyxystra northern rock sole 325-76 54.0
#> 23 Hippoglossus stenolepis Pacific halibut 324-73 11.0
#> 24 Gadus chalcogrammus walleye pollock 320-74 18.0
#> 25 Pododesmus macrochisma abalone jingle 325-76 NaN
#> 26 Enteroctopus dofleini giant octopus 325-76 1.0
#> 27 Hemilepidotus jordani yellow Irish lord 325-76 17.0
#> 28 Hexagrammos decagrammus kelp greenling 325-76 30.0
#> 29 Hippoglossus stenolepis Pacific halibut 325-76 5.0
#> 30 Atheresthes stomias arrowtooth flounder 320-73 14.5
#> 31 Hemilepidotus jordani yellow Irish lord 320-74 12.3
#> 32 Gadus macrocephalus Pacific cod 324-73 4.0
#> 33 Lepidopsetta bilineata southern rock sole 324-73 6.0
#> 34 Enteroctopus dofleini giant octopus 320-74 1.5
#> 35 Parophrys vetulus English sole 324-73 6.0
#> 36 Chionoecetes bairdi Tanner crab 324-73 25.0
#> 37 Pleurogrammus monopterygius Atka mackerel 325-76 10.0
#> 38 Glyptocephalus zachirus rex sole 324-73 26.5
#> 39 Tethya sp. ball sponge 325-76 NaN
#> 40 Anarrhichthys ocellatus wolf-eel 320-73 1.0
#> 41 Enteroctopus dofleini giant octopus 324-73 1.0
#> 42 Glyptocephalus zachirus rex sole 320-74 10.0
#> 43 Anoplopoma fimbria sablefish 324-73 6.5
#> 44 Sebastes polyspinis northern rockfish 320-74 8.0
#> 45 Clupea pallasii Pacific herring 320-73 10.0
#> 46 Fusitriton oregonensis Oregon triton 325-76 75.0
#> 47 Arctoraja parmifera Alaska skate 324-73 1.0
#> 48 Myoxocephalus polyacanthocephalus great sculpin 324-73 1.0
#> 49 Hippoglossoides elassodon flathead sole 325-76 4.0
#> 50 Myoxocephalus polyacanthocephalus great sculpin 325-76 1.0
#> 51 Isodictya rigida orange finger sponge 325-76 NaN
#> 52 Pleurogrammus monopterygius Atka mackerel 320-73 3.0
#> 53 Lepidopsetta bilineata southern rock sole 325-76 8.0
#> 54 Pleurogrammus monopterygius Atka mackerel 320-74 2.0
#> 55 Sebastes alutus Pacific ocean perch 325-76 30.0
#> 56 Pycnopodia helianthoides sunflower sea star 324-73 1.0
#> 57 Atheresthes evermanni Kamchatka flounder 320-74 5.5
#> 58 Sebastes variabilis dusky rockfish 325-76 4.0
#> 59 Zaprora silenus prowfish 325-76 1.0
#> 60 Bathyraja interrupta Bering skate 324-73 1.0
#> 61 Chirona evermanni giant barnacle 320-74 NaN
#> 62 Pycnopodia helianthoides sunflower sea star 320-74 1.0
#> 63 Hemilepidotus jordani yellow Irish lord 320-73 1.0
#> 64 Cucumaria fallax sea football 325-76 3.0
#> 65 Hippoglossoides elassodon flathead sole 320-73 1.0
#> 66 Bathymaster signatus searcher 325-76 2.0
#> 67 Hemilepidotus jordani yellow Irish lord 324-73 1.0
#> 68 Gorgonocephalus eucnemis basketstar 324-73 2.5
#> 69 Thaliacea salp unid. 324-73 5.0
#> 70 Sebastes polyspinis northern rockfish 324-73 1.5
#> 71 Fusitriton oregonensis Oregon triton 324-73 18.0
#> 72 Modiolus modiolus northern horsemussel 325-76 12.0
#> 73 Pagurus ochotensis Alaskan hermit 324-73 15.0
#> 74 Podothecus accipenserinus sturgeon poacher 324-73 4.0
#> 75 Metridium farcimen gigantic anemone 324-73 3.0
#> 76 Scyphozoa jellyfish unid. 320-74 1.0
#> 77 Triglops macellus roughspine sculpin 324-73 5.0
#> 78 Gorgonocephalus eucnemis basketstar 320-74 1.0
#> 79 Crystallichthys cyclospilus blotched snailfish 325-76 1.0
#> 80 Fusitriton oregonensis Oregon triton 320-74 9.0
#> 81 Atheresthes evermanni Kamchatka flounder 324-73 3.0
#> 82 Ceramaster patagonicus orange bat sea star 325-76 4.0
#> 83 Pagurus trigonocheirus fuzzy hermit crab 320-74 5.0
#> 84 Aphrocallistes vastus clay pipe sponge 325-76 NaN
#> 85 Lepidopsetta polyxystra northern rock sole 324-73 1.0
#> 86 Gorgonocephalus eucnemis basketstar 325-76 2.0
#> 87 Elassochirus cavimanus purple hermit 320-74 5.0
#> 88 Bathymaster signatus searcher 324-73 1.0
#> 89 Thaliacea salp unid. 320-74 NaN
#> 90 Pagurus confragosus knobbyhand hermit 324-73 5.0
#> 91 Sarritor frenatus sawback poacher 324-73 3.0
#> 92 Pteraster militaris wrinkled star 325-76 2.0
#> 93 Scyphozoa jellyfish unid. 325-76 2.0
#> 94 Modiolus modiolus northern horsemussel 320-74 1.0
#> 95 Elassochirus gilli Pacific red hermit 325-76 2.0
#> 96 Ammodytes sp. sand lance unid. 320-73 2.0
#> 97 Podothecus accipenserinus sturgeon poacher 325-76 1.0
#> 98 Pagurus confragosus knobbyhand hermit 320-74 2.0
#> 99 Pagurus aleuticus Aleutian hermit 324-73 3.0
#> 100 Fusitriton oregonensis Oregon triton 320-73 2.0
#> 101 Ceramaster patagonicus orange bat sea star 320-74 1.0
#> 102 Doris odhneri white night doris 325-76 2.0
#> 103 Axinella blanca firm finger sponge 324-73 NaN
#> 104 Gorgonocephalus eucnemis basketstar 320-73 1.0
#> 105 Chaetopterus sp. parchment tubeworms 324-73 NaN
#> 106 Alcyonidium pedunculatum fruit leather bryozoan 320-74 NaN
#> 107 Oregonia gracilis graceful decorator crab 324-73 1.0
#> 108 Nudibranchia nudibranch unid. 324-73 1.0
#> 109 Ophiura sarsii notched brittlestar 320-74 6.0
#> 110 Pagurus brandti sponge hermit 325-76 2.0
#> 111 Stomphia coccinea swimming anemone 324-73 1.0
#> 112 Rajiformes egg case skate egg case unid. 320-74 4.0
#> 113 Sarritor frenatus sawback poacher 325-76 1.0
#> 114 Metridium farcimen gigantic anemone 320-74 1.0
#> 115 Ophiura sarsii notched brittlestar 320-73 5.0
#> 116 Hyas lyratus Pacific lyre crab 320-74 2.0
#> 117 Rajiformes egg case skate egg case unid. 324-73 NaN
#> 118 Actiniaria sea anemone unid. 324-73 1.0
#> 119 Crossaster papposus rose sea star 324-73 1.0
#> 120 Pagurus capillatus hairy hermit crab 324-73 1.0
#> 121 Labidochirus splendescens splendid hermit 324-73 1.0
#> 122 Elassochirus tenuimanus widehand hermit crab 325-76 1.0
#> 123 Styela rustica sea potato 320-74 NaN
#> 124 Ciliatocardium ciliatum hairy cockle 324-73 1.0
#> weight_kg cpue_kgkm2 cpue_nokm2 Freq
#> 1 1211.29 56195.95 74971.85 5
#> 2 227.83 10569.82 0.00 1
#> 3 262.89 10561.90 18058.33 8
#> 4 204.16 8041.73 9827.17 5
#> 5 177.64 7664.13 5324.56 8
#> 6 75.42 3499.00 0.00 1
#> 7 63.95 2763.53 2999.54 8
#> 8 59.32 2348.62 8125.83 8
#> 9 45.95 2131.78 4082.63 5
#> 10 42.68 1980.07 556.72 8
#> 11 33.60 1447.72 4437.95 6
#> 12 32.02 1383.06 2095.55 7
#> 13 26.93 1113.09 2297.73 6
#> 14 24.43 1089.85 1289.31 7
#> 15 24.25 1077.20 1182.43 7
#> 16 23.05 1069.37 1530.98 8
#> 17 20.68 895.26 763.72 8
#> 18 17.77 749.68 328.39 8
#> 19 18.78 732.43 39.00 1
#> 20 17.56 684.85 1560.02 2
#> 21 16.28 657.13 3437.72 7
#> 22 13.03 604.27 2505.25 6
#> 23 14.62 583.10 440.58 8
#> 24 14.67 574.58 705.01 5
#> 25 11.20 519.61 0.00 1
#> 26 11.13 516.36 46.39 4
#> 27 9.35 433.78 788.69 6
#> 28 9.35 433.59 1391.80 1
#> 29 9.08 421.25 231.97 8
#> 30 9.34 403.04 626.43 8
#> 31 9.07 367.07 497.84 6
#> 32 8.89 351.46 158.82 8
#> 33 8.62 351.22 244.47 7
#> 34 7.80 336.97 64.91 4
#> 35 7.00 285.22 244.47 1
#> 36 6.90 271.58 983.99 1
#> 37 5.74 266.30 463.93 5
#> 38 6.39 256.13 1063.12 4
#> 39 5.08 235.68 0.00 1
#> 40 5.28 231.61 43.92 2
#> 41 5.56 226.63 40.75 4
#> 42 5.43 222.48 412.45 4
#> 43 4.98 202.11 263.46 2
#> 44 4.92 194.71 318.42 5
#> 45 4.32 186.14 430.87 1
#> 46 3.28 152.17 3479.51 5
#> 47 3.58 140.91 39.36 1
#> 48 3.42 138.24 40.05 3
#> 49 2.91 135.19 185.57 7
#> 50 2.72 126.19 46.39 3
#> 51 2.60 120.62 0.00 1
#> 52 2.50 108.88 130.09 5
#> 53 2.26 104.80 371.15 7
#> 54 2.60 104.33 81.00 5
#> 55 2.16 100.16 1391.80 2
#> 56 2.50 98.56 39.36 2
#> 57 2.31 95.30 240.15 4
#> 58 1.63 75.71 185.57 1
#> 59 1.59 73.86 46.39 1
#> 60 1.85 72.82 39.36 1
#> 61 1.51 68.48 0.00 1
#> 62 1.32 59.41 45.01 2
#> 63 1.33 57.39 43.09 6
#> 64 0.99 46.12 139.18 1
#> 65 0.95 40.76 43.09 7
#> 66 0.76 35.07 92.79 2
#> 67 0.88 34.64 39.36 6
#> 68 0.81 32.54 101.17 5
#> 69 0.76 30.73 98.40 4
#> 70 0.59 23.52 59.73 5
#> 71 0.57 22.66 718.87 5
#> 72 0.38 17.40 556.72 2
#> 73 0.44 17.40 590.40 1
#> 74 0.36 14.67 162.98 2
#> 75 0.36 14.17 118.08 2
#> 76 0.30 11.51 39.00 2
#> 77 0.29 11.49 196.80 1
#> 78 0.24 10.62 45.01 5
#> 79 0.22 10.30 46.39 1
#> 80 0.23 10.26 408.72 5
#> 81 0.23 9.30 121.54 4
#> 82 0.20 9.28 185.57 2
#> 83 0.19 8.45 227.07 1
#> 84 0.16 7.19 0.00 1
#> 85 0.17 6.85 39.36 6
#> 86 0.14 6.73 92.79 5
#> 87 0.15 6.72 227.07 1
#> 88 0.15 6.19 40.75 2
#> 89 0.13 5.89 0.00 4
#> 90 0.14 5.79 203.73 2
#> 91 0.14 5.51 118.08 2
#> 92 0.10 4.64 92.79 1
#> 93 0.10 4.41 92.79 2
#> 94 0.09 4.09 45.41 2
#> 95 0.09 3.94 92.79 1
#> 96 0.08 3.45 86.17 1
#> 97 0.07 3.34 46.39 2
#> 98 0.06 2.72 90.83 2
#> 99 0.07 2.69 122.24 1
#> 100 0.06 2.67 86.17 5
#> 101 0.06 2.63 45.41 2
#> 102 0.06 2.55 92.79 1
#> 103 0.06 2.44 0.00 1
#> 104 0.06 2.41 43.09 5
#> 105 0.05 2.20 0.00 1
#> 106 0.04 2.00 0.00 1
#> 107 0.04 1.65 39.36 1
#> 108 0.04 1.47 40.75 1
#> 109 0.03 1.44 270.04 2
#> 110 0.03 1.39 92.79 1
#> 111 0.03 1.34 39.36 1
#> 112 0.03 1.17 90.01 3
#> 113 0.02 1.11 46.39 2
#> 114 0.02 0.91 45.41 2
#> 115 0.02 0.86 215.43 2
#> 116 0.02 0.82 90.83 1
#> 117 0.02 0.81 0.00 3
#> 118 0.02 0.65 40.75 1
#> 119 0.01 0.55 39.36 1
#> 120 0.01 0.47 39.36 1
#> 121 0.01 0.33 40.75 1
#> 122 0.00 0.23 46.39 1
#> 123 0.00 0.09 0.00 1
#> 124 0.00 0.08 39.36 1
#>
#> $haul
#> year station haul stratum vessel_name date_time
#> 1 2016 320-73 3 721 ALASKA PROVIDER 2016-06-07 15:15:11
#> 2 2016 320-74 7 722 SEA STORM 2016-06-08 09:23:26
#> 3 2016 320-74 5 721 SEA STORM 2016-06-07 18:04:38
#> 4 2016 324-73 4 721 SEA STORM 2016-06-07 16:05:45
#> 5 2018 320-73 10 721 SEA STORM 2018-06-11 17:28:48
#> 6 2018 320-74 9 722 SEA STORM 2018-06-11 15:08:22
#> 7 2018 324-73 1 721 OCEAN EXPLORER 2018-06-09 07:27:06
#> 8 2018 325-76 2 721 OCEAN EXPLORER 2018-06-09 11:58:02
#> latitude_dd_start longitude_dd_start bottom_temperature_c
#> 1 54.20566 -166.0491 6.3
#> 2 54.25784 -166.0004 6.2
#> 3 54.22642 -166.0167 6.4
#> 4 54.21666 -165.7556 6.4
#> 5 54.21682 -166.0323 5.6
#> 6 54.24662 -166.0222 4.5
#> 7 54.21011 -165.7440 5.3
#> 8 54.35293 -165.5989 5.0
#> surface_temperature_c depth_m distance_fished_km net_width_m net_height_m
#> 1 7.1 61 1.526 15.209 5.907
#> 2 6.9 110 1.441 15.281 7.178
#> 3 7.4 74 1.515 14.666 7.647
#> 4 7.6 93 1.436 17.091 6.704
#> 5 5.8 63 1.436 15.560 6.568
#> 6 7.0 109 1.451 17.671 6.146
#> 7 NA 96 1.549 16.402 4.755
#> 8 6.2 83 1.321 16.317 5.575
#> area_swept_km2 duration_hr total_weight_kg
#> 1 0.023209 0.272 590.05
#> 2 0.022020 0.265 410.23
#> 3 0.022219 0.274 410.23
#> 4 0.024543 0.269 111.26
#> 5 0.022344 0.294 32.12
#> 6 0.025641 0.269 867.17
#> 7 0.025407 0.274 571.17
#> 8 0.021555 0.239 1735.27
#>
## for default 10 years and nearby stations for all species (a typical use-case) ----
get_catch_haul_history(
survey = "AI",
years = NA, # default
station = "324-73",
grid_buffer = 3)
#> $catch
#> $catch$`2000`
#> haul scientific_name common_name
#> 789 6 Gadus chalcogrammus walleye pollock
#> 790 7 Gadus chalcogrammus walleye pollock
#> 791 10 Lepidopsetta bilineata southern rock sole
#> 792 7 Atheresthes stomias arrowtooth flounder
#> 793 7 Gadus macrocephalus Pacific cod
#> 794 6 Gadus macrocephalus Pacific cod
#> 795 9 Hippoglossus stenolepis Pacific halibut
#> 796 9 Lepidopsetta bilineata southern rock sole
#> 797 10 Gadus macrocephalus Pacific cod
#> 798 7 Hippoglossus stenolepis Pacific halibut
#> 799 7 Lepidopsetta polyxystra northern rock sole
#> 800 10 Atheresthes stomias arrowtooth flounder
#> 801 10 Lepidopsetta polyxystra northern rock sole
#> 802 6 Hippoglossoides elassodon flathead sole
#> 803 7 Hemilepidotus jordani yellow Irish lord
#> 804 10 Hippoglossus stenolepis Pacific halibut
#> 805 6 Atheresthes stomias arrowtooth flounder
#> 806 9 Lepidopsetta polyxystra northern rock sole
#> 807 6 Glyptocephalus zachirus rex sole
#> 808 6 Chionoecetes bairdi Tanner crab
#> 809 7 Hippoglossoides elassodon flathead sole
#> 810 7 Arctoraja parmifera Alaska skate
#> 811 10 Gadus chalcogrammus walleye pollock
#> 812 7 Lepidopsetta bilineata southern rock sole
#> 813 6 Arctoraja parmifera Alaska skate
#> 814 6 Myoxocephalus polyacanthocephalus great sculpin
#> 815 6 Sebastes variabilis dusky rockfish
#> 816 7 Squalus suckleyi spiny dogfish
#> 817 6 Lepidopsetta polyxystra northern rock sole
#> 818 6 Lepidopsetta bilineata southern rock sole
#> 819 7 Pleurogrammus monopterygius Atka mackerel
#> 820 6 Hippoglossus stenolepis Pacific halibut
#> 821 6 Hemilepidotus jordani yellow Irish lord
#> 822 6 Pycnopodia helianthoides sunflower sea star
#> 823 7 Sebastes variabilis dusky rockfish
#> 824 10 Glyptocephalus zachirus rex sole
#> 825 7 Lethasterias nanimensis blackspined sea star
#> 826 10 Strongylocentrotus droebachiensis green sea urchin
#> 827 9 Hemilepidotus jordani yellow Irish lord
#> 828 9 Strongylocentrotus droebachiensis green sea urchin
#> 829 10 Lethasterias nanimensis blackspined sea star
#> 830 6 Berryteuthis magister magistrate armhook squid
#> 831 7 Triglops forficatus scissortail sculpin
#> 832 10 Gymnocanthus galeatus armorhead sculpin
#> 833 6 Podothecus accipenserinus sturgeon poacher
#> 834 7 Strongylocentrotus droebachiensis green sea urchin
#> 835 7 Gymnocanthus galeatus armorhead sculpin
#> 836 10 Berryteuthis magister magistrate armhook squid
#> 837 6 Sebastes alutus Pacific ocean perch
#> 838 9 Gymnocanthus galeatus armorhead sculpin
#> 839 10 Hippoglossoides elassodon flathead sole
#> 840 9 Gorgonocephalus eucnemis basketstar
#> 841 6 Strongylocentrotus droebachiensis green sea urchin
#> 842 6 Gymnocanthus galeatus armorhead sculpin
#> 843 6 Fusitriton oregonensis Oregon triton
#> 844 6 Microstomus pacificus Dover sole
#> 845 7 Pododesmus macrochisma abalone jingle
#> 846 6 Tethya sp. ball sponge
#> 847 6 Annelida worm unid.
#> 848 10 Ophiura sarsii notched brittlestar
#> 849 10 Sarritor frenatus sawback poacher
#> 850 10 Pagurus aleuticus Aleutian hermit
#> 851 10 Echinarachnius parma parma sand dollar
#> 852 6 Sarritor frenatus sawback poacher
#> 853 7 Pagurus brandti sponge hermit
#> 854 7 Ophiura sarsii notched brittlestar
#> 855 6 Gorgonocephalus eucnemis basketstar
#> 856 7 Sebastes sp. white spotted red rockfish unid.
#> 857 9 Gadus chalcogrammus walleye pollock
#> 858 9 Ophiura sarsii notched brittlestar
#> 859 6 Dasycottus setiger spinyhead sculpin
#> 860 6 Pagurus tanneri longhand hermit
#> 861 9 Hydroidolina hydroid unid.
#> station count weight_kg cpue_kgkm2 cpue_nokm2
#> 789 324-73 550 807.500 32352.618298 22035.83909
#> 790 326-76 735 565.000 28200.333573 36685.38969
#> 791 321-74 241 151.400 6440.030435 10249.43655
#> 792 326-76 303 143.200 7147.411978 15123.36473
#> 793 326-76 37 108.000 5390.506240 1846.74751
#> 794 324-73 49 91.000 3645.929740 1963.19294
#> 795 320-74 32 57.108 2232.974886 1251.22919
#> 796 320-74 76 54.390 2126.698607 2971.66932
#> 797 321-74 22 52.600 2192.356271 907.83822
#> 798 326-76 23 47.061 2348.913094 1147.97818
#> 799 326-76 85 44.000 2196.132172 4242.52806
#> 800 321-74 100 43.900 1783.350027 4062.30074
#> 801 321-74 98 43.700 1823.509944 4075.26842
#> 802 324-73 202 38.368 1537.220135 8093.16272
#> 803 326-76 42 33.700 1682.037595 2096.30798
#> 804 321-74 33 28.157 1180.657219 1399.44280
#> 805 324-73 164 21.900 877.427047 6570.68656
#> 806 320-74 44 20.810 813.689980 1720.44013
#> 807 324-73 76 12.600 504.821041 3044.95231
#> 808 324-73 20 12.200 488.794976 801.30324
#> 809 326-76 17 11.900 593.953928 848.50561
#> 810 326-76 1 9.200 459.191272 49.91210
#> 811 321-74 8 8.818 374.701076 339.11611
#> 812 326-76 8 8.600 429.244015 399.29676
#> 813 324-73 2 7.152 286.546038 80.13032
#> 814 324-73 6 7.120 285.263953 240.39097
#> 815 324-73 9 3.980 159.459345 360.58646
#> 816 326-76 1 3.100 154.727494 49.91210
#> 817 324-73 5 2.584 103.528379 200.32581
#> 818 324-73 2 2.388 95.675607 80.13032
#> 819 326-76 2 2.262 112.901158 99.82419
#> 820 324-73 2 1.872 75.001983 80.13032
#> 821 324-73 3 1.828 73.239116 120.19549
#> 822 324-73 1 1.722 68.992209 40.06516
#> 823 326-76 1 1.602 79.959176 49.91210
#> 824 321-74 2 0.914 37.129429 81.24601
#> 825 326-76 5 0.878 43.822819 249.56047
#> 826 321-74 15 0.770 31.279716 609.34511
#> 827 320-74 1 0.632 24.711776 39.10091
#> 828 320-74 7 0.550 21.505502 273.70638
#> 829 321-74 1 0.488 20.973435 42.97835
#> 830 324-73 2 0.428 17.147889 80.13032
#> 831 326-76 5 0.428 21.362377 249.56047
#> 832 321-74 2 0.424 17.224155 81.24601
#> 833 324-73 5 0.392 15.705543 200.32581
#> 834 326-76 4 0.330 16.470991 199.64838
#> 835 326-76 1 0.282 14.075211 49.91210
#> 836 321-74 2 0.226 9.180800 81.24601
#> 837 324-73 2 0.220 8.814336 80.13032
#> 838 320-74 2 0.214 8.367595 78.20182
#> 839 321-74 1 0.210 8.530832 40.62301
#> 840 320-74 1 0.182 7.116366 39.10091
#> 841 324-73 1 0.178 7.131599 40.06516
#> 842 324-73 1 0.172 6.891208 40.06516
#> 843 324-73 5 0.158 6.330296 200.32581
#> 844 324-73 1 0.122 4.887950 40.06516
#> 845 326-76 2 0.102 5.091034 99.82419
#> 846 324-73 1 0.088 3.525734 40.06516
#> 847 324-73 NA 0.084 3.365474 0.00000
#> 848 321-74 18 0.074 3.180398 773.61030
#> 849 321-74 1 0.060 2.437380 40.62301
#> 850 321-74 1 0.048 1.949904 40.62301
#> 851 321-74 2 0.042 1.805091 85.95670
#> 852 324-73 1 0.042 1.682737 40.06516
#> 853 326-76 2 0.042 2.096308 99.82419
#> 854 326-76 4 0.032 1.597187 199.64838
#> 855 324-73 1 0.030 1.201955 40.06516
#> 856 326-76 2 0.028 1.397539 99.82419
#> 857 320-74 1 0.016 0.625615 39.10091
#> 858 320-74 1 0.014 0.547413 39.10091
#> 859 324-73 1 0.008 0.320521 40.06516
#> 860 324-73 1 0.004 0.160261 40.06516
#> 861 320-74 NA 0.001 0.039101 0.00000
#>
#> $catch$`2002`
#> haul scientific_name common_name station count
#> 725 23 Gadus chalcogrammus walleye pollock 321-74 4153
#> 726 23 Lepidopsetta bilineata southern rock sole 321-74 176
#> 727 28 Hippoglossus stenolepis Pacific halibut 320-74 49
#> 728 28 Gadus macrocephalus Pacific cod 320-74 41
#> 729 23 Atheresthes stomias arrowtooth flounder 321-74 85
#> 730 16 Gadus chalcogrammus walleye pollock 324-73 50
#> 731 28 Lepidopsetta bilineata southern rock sole 320-74 63
#> 732 27 Lepidopsetta bilineata southern rock sole 320-73 25
#> 733 16 Atheresthes stomias arrowtooth flounder 324-73 154
#> 734 23 Hippoglossus stenolepis Pacific halibut 321-74 13
#> 735 23 Gadus macrocephalus Pacific cod 321-74 15
#> 736 16 Somniosus pacificus Pacific sleeper shark 324-73 1
#> 737 28 Lepidopsetta polyxystra northern rock sole 320-74 50
#> 738 16 Gadus macrocephalus Pacific cod 324-73 15
#> 739 16 Glyptocephalus zachirus rex sole 324-73 47
#> 740 28 Atheresthes stomias arrowtooth flounder 320-74 47
#> 741 27 Hippoglossus stenolepis Pacific halibut 320-73 16
#> 742 16 Hippoglossoides elassodon flathead sole 324-73 85
#> 743 16 Hippoglossus stenolepis Pacific halibut 324-73 3
#> 744 27 Atheresthes stomias arrowtooth flounder 320-73 38
#> 745 23 Lepidopsetta polyxystra northern rock sole 321-74 10
#> 746 28 Hemilepidotus jordani yellow Irish lord 320-74 8
#> 747 16 Chionoecetes bairdi Tanner crab 324-73 9
#> 748 27 Myoxocephalus polyacanthocephalus great sculpin 320-73 1
#> 749 28 Myoxocephalus polyacanthocephalus great sculpin 320-74 1
#> 750 27 Lepidopsetta polyxystra northern rock sole 320-73 7
#> 751 27 Gadus macrocephalus Pacific cod 320-73 2
#> 752 28 Metridium farcimen gigantic anemone 320-74 13
#> 753 16 Lepidopsetta bilineata southern rock sole 324-73 2
#> 754 27 Hemilepidotus jordani yellow Irish lord 320-73 3
#> 755 28 Sebastes variabilis dusky rockfish 320-74 2
#> 756 27 Gadus chalcogrammus walleye pollock 320-73 3
#> 757 16 Myoxocephalus polyacanthocephalus great sculpin 324-73 1
#> 758 28 Hexagrammos decagrammus kelp greenling 320-74 2
#> 759 28 Scyphozoa jellyfish unid. 320-74 NA
#> 760 23 Sebastes ciliatus dark rockfish 321-74 1
#> 761 27 Pleurogrammus monopterygius Atka mackerel 320-73 3
#> 762 28 Porifera sponge unid. 320-74 NA
#> 763 23 Limanda aspera yellowfin sole 321-74 1
#> 764 23 Hippoglossoides elassodon flathead sole 321-74 2
#> 765 23 Pleurogrammus monopterygius Atka mackerel 321-74 2
#> 766 16 Podothecus accipenserinus sturgeon poacher 324-73 14
#> 767 27 Lethasterias nanimensis blackspined sea star 320-73 3
#> 768 16 Lepidopsetta polyxystra northern rock sole 324-73 1
#> 769 16 Axinella blanca firm finger sponge 324-73 NA
#> 770 16 Hemilepidotus jordani yellow Irish lord 324-73 1
#> 771 16 Sebastes variabilis dusky rockfish 324-73 1
#> 772 27 Strongylocentrotus droebachiensis green sea urchin 320-73 7
#> 773 23 Gymnocanthus galeatus armorhead sculpin 321-74 1
#> 774 16 Monanchora pulchra yellow leafy sponge 324-73 NA
#> 775 16 Sebastes polyspinis northern rockfish 324-73 1
#> 776 28 Strongylocentrotus droebachiensis green sea urchin 320-74 2
#> 777 23 Echinarachnius parma parma sand dollar 321-74 4
#> 778 28 Thaliacea salp unid. 320-74 NA
#> 779 16 Fusitriton oregonensis Oregon triton 324-73 2
#> 780 27 Podothecus accipenserinus sturgeon poacher 320-73 1
#> 781 23 Podothecus accipenserinus sturgeon poacher 321-74 1
#> 782 16 Mycale loveni lampshade sponge 324-73 1
#> 783 28 Fusitriton oregonensis Oregon triton 320-74 1
#> 784 28 Ammodytes sp. sand lance unid. 320-74 1
#> 785 28 Cucumaria fallax sea football 320-74 1
#> 786 27 Ophiura sarsii notched brittlestar 320-73 1
#> 787 27 Porifera sponge unid. 320-73 NA
#> 788 16 Argis lar kuro argid 324-73 1
#> weight_kg cpue_kgkm2 cpue_nokm2
#> 725 3769.262 1.706609e+05 188035.45734
#> 726 171.600 7.769536e+03 7968.75523
#> 727 64.400 3.002039e+03 2284.16036
#> 728 56.900 2.652423e+03 1911.23622
#> 729 49.000 2.218574e+03 3848.54656
#> 730 45.400 1.950869e+03 2148.53465
#> 731 35.900 1.673497e+03 2936.77761
#> 732 30.300 1.584891e+03 1307.66570
#> 733 29.800 1.280527e+03 6617.48671
#> 734 27.204 1.231716e+03 588.60124
#> 735 27.100 1.227007e+03 679.15528
#> 736 25.800 1.108644e+03 42.97069
#> 737 25.200 1.174711e+03 2330.77588
#> 738 19.100 8.207402e+02 644.56039
#> 739 17.500 7.519871e+02 2019.62257
#> 740 17.200 8.017869e+02 2190.92933
#> 741 16.832 8.804252e+02 836.90605
#> 742 16.800 7.219076e+02 3652.50890
#> 743 16.774 7.207904e+02 128.91208
#> 744 13.900 7.270621e+02 1987.65187
#> 745 6.300 2.852452e+02 452.77018
#> 746 5.796 2.701835e+02 372.92414
#> 747 5.086 2.185489e+02 386.73624
#> 748 4.456 2.330783e+02 52.30663
#> 749 2.780 1.295911e+02 46.61552
#> 750 2.682 1.402864e+02 366.14640
#> 751 2.574 1.346373e+02 104.61326
#> 752 2.102 9.798582e+01 606.00173
#> 753 2.102 9.032440e+01 85.94139
#> 754 1.846 9.655804e+01 156.91988
#> 755 1.836 8.558609e+01 93.23104
#> 756 1.638 8.567826e+01 156.91988
#> 757 1.458 6.265127e+01 42.97069
#> 758 1.442 6.721958e+01 93.23104
#> 759 1.436 6.693988e+01 0.00000
#> 760 1.326 6.003733e+01 45.27702
#> 761 1.308 6.841707e+01 156.91988
#> 762 1.132 5.276877e+01 0.00000
#> 763 0.996 4.509591e+01 45.27702
#> 764 0.962 4.355649e+01 90.55404
#> 765 0.920 4.165486e+01 90.55404
#> 766 0.904 3.884551e+01 601.58970
#> 767 0.786 4.111301e+01 156.91988
#> 768 0.406 1.744610e+01 42.97069
#> 769 0.345 1.482489e+01 0.00000
#> 770 0.312 1.340686e+01 42.97069
#> 771 0.294 1.263338e+01 42.97069
#> 772 0.180 9.415193e+00 366.14640
#> 773 0.150 6.791553e+00 45.27702
#> 774 0.144 6.187780e+00 0.00000
#> 775 0.140 6.015897e+00 42.97069
#> 776 0.126 5.873555e+00 93.23104
#> 777 0.126 5.704904e+00 181.10807
#> 778 0.116 5.407400e+00 0.00000
#> 779 0.102 4.383011e+00 85.94139
#> 780 0.056 2.929171e+00 52.30663
#> 781 0.054 2.444959e+00 45.27702
#> 782 0.054 2.320417e+00 42.97069
#> 783 0.050 2.330776e+00 46.61552
#> 784 0.020 9.323100e-01 46.61552
#> 785 0.016 7.458480e-01 46.61552
#> 786 0.010 5.230660e-01 52.30663
#> 787 0.004 2.092270e-01 0.00000
#> 788 0.004 1.718830e-01 42.97069
#>
#> $catch$`2004`
#> haul scientific_name common_name station count
#> 639 4 Pleurogrammus monopterygius Atka mackerel 326-76 10363
#> 640 5 Gadus chalcogrammus walleye pollock 324-73 777
#> 641 7 Gadus macrocephalus Pacific cod 320-74 96
#> 642 1 Atheresthes stomias arrowtooth flounder 321-74 346
#> 643 7 Hippoglossus stenolepis Pacific halibut 320-74 107
#> 644 6 Lepidopsetta bilineata southern rock sole 320-73 127
#> 645 6 Lepidopsetta polyxystra northern rock sole 320-73 217
#> 646 4 Gadus macrocephalus Pacific cod 326-76 12
#> 647 7 Lepidopsetta bilineata southern rock sole 320-74 93
#> 648 5 Atheresthes stomias arrowtooth flounder 324-73 240
#> 649 1 Lepidopsetta bilineata southern rock sole 321-74 91
#> 650 4 Hippoglossus stenolepis Pacific halibut 326-76 9
#> 651 5 Hippoglossoides elassodon flathead sole 324-73 237
#> 652 4 Tedania kagalaskai club sponge 326-76 NA
#> 653 7 Lepidopsetta polyxystra northern rock sole 320-74 74
#> 654 1 Gadus macrocephalus Pacific cod 321-74 25
#> 655 6 Hippoglossus stenolepis Pacific halibut 320-73 22
#> 656 1 Lepidopsetta polyxystra northern rock sole 321-74 50
#> 657 7 Pleurogrammus monopterygius Atka mackerel 320-74 17
#> 658 1 Hippoglossus stenolepis Pacific halibut 321-74 7
#> 659 5 Glyptocephalus zachirus rex sole 324-73 49
#> 660 5 Beringraja binoculata big skate 324-73 1
#> 661 5 Hippoglossus stenolepis Pacific halibut 324-73 8
#> 662 6 Gadus macrocephalus Pacific cod 320-73 9
#> 663 6 Atheresthes stomias arrowtooth flounder 320-73 24
#> 664 1 Hippoglossoides elassodon flathead sole 321-74 14
#> 665 5 Gadus macrocephalus Pacific cod 324-73 5
#> 666 4 Mycale loveni lampshade sponge 326-76 NA
#> 667 5 Arctoraja parmifera Alaska skate 324-73 1
#> 668 6 Pleurogrammus monopterygius Atka mackerel 320-73 9
#> 669 5 Myoxocephalus polyacanthocephalus great sculpin 324-73 3
#> 670 5 Hemilepidotus jordani yellow Irish lord 324-73 6
#> 671 1 Hemilepidotus jordani yellow Irish lord 321-74 3
#> 672 1 Strongylocentrotus droebachiensis green sea urchin 321-74 43
#> 673 5 Pleurogrammus monopterygius Atka mackerel 324-73 3
#> 674 7 Hemilepidotus jordani yellow Irish lord 320-74 3
#> 675 4 Hemitripterus bolini bigmouth sculpin 326-76 1
#> 676 5 Pleuronectes quadrituberculatus Alaska plaice 324-73 1
#> 677 1 Pleurogrammus monopterygius Atka mackerel 321-74 2
#> 678 7 Hexagrammos decagrammus kelp greenling 320-74 4
#> 679 7 Gadus chalcogrammus walleye pollock 320-74 2
#> 680 6 Aptocyclus ventricosus smooth lumpsucker 320-73 1
#> 681 1 Sebastes variabilis dusky rockfish 321-74 1
#> 682 5 Podothecus accipenserinus sturgeon poacher 324-73 14
#> 683 5 Lepidopsetta bilineata southern rock sole 324-73 2
#> 684 6 Gadus chalcogrammus walleye pollock 320-73 1
#> 685 4 Sebastes alutus Pacific ocean perch 326-76 4
#> 686 1 Thaliacea salp unid. 321-74 NA
#> 687 4 Tethya sp. ball sponge 326-76 NA
#> 688 5 Chionoecetes bairdi Tanner crab 324-73 4
#> 689 5 Fusitriton oregonensis Oregon triton 324-73 15
#> 690 4 Porifera sponge unid. 326-76 NA
#> 691 5 Gymnocanthus galeatus armorhead sculpin 324-73 2
#> 692 1 Fusitriton oregonensis Oregon triton 321-74 8
#> 693 4 Sebastes polyspinis northern rockfish 326-76 1
#> 694 5 Clupea pallasii Pacific herring 324-73 1
#> 695 4 Sebastes variegatus harlequin rockfish 326-76 1
#> 696 4 Axinella blanca firm finger sponge 326-76 NA
#> 697 5 Scyphozoa jellyfish unid. 324-73 1
#> 698 6 Thaliacea salp unid. 320-73 NA
#> 699 5 Anoplopoma fimbria sablefish 324-73 1
#> 700 5 Stelodoryx oxeata scapula sponge 324-73 NA
#> 701 1 Elassochirus cavimanus purple hermit 321-74 4
#> 702 5 Microstomus pacificus Dover sole 324-73 1
#> 703 4 Pododesmus macrochisma abalone jingle 326-76 3
#> 704 1 Podothecus accipenserinus sturgeon poacher 321-74 2
#> 705 6 Scyphozoa jellyfish unid. 320-73 NA
#> 706 1 Pagurus ochotensis Alaskan hermit 321-74 2
#> 707 1 Scyphozoa jellyfish unid. 321-74 1
#> 708 7 Modiolus modiolus northern horsemussel 320-74 1
#> 709 5 Pagurus aleuticus Aleutian hermit 324-73 2
#> 710 1 Elassochirus tenuimanus widehand hermit crab 321-74 2
#> 711 4 Monanchora pulchra yellow leafy sponge 326-76 NA
#> 712 7 Fusitriton oregonensis Oregon triton 320-74 1
#> 713 4 Fusitriton oregonensis Oregon triton 326-76 1
#> 714 5 Crossaster papposus rose sea star 324-73 1
#> 715 7 Elassochirus tenuimanus widehand hermit crab 320-74 3
#> 716 7 Ammodytes sp. sand lance unid. 320-74 1
#> 717 1 Hyas lyratus Pacific lyre crab 321-74 1
#> 718 6 Buccinum plectrum sinuous whelk 320-73 1
#> 719 7 Ophiura sarsii notched brittlestar 320-74 1
#> 720 1 Ophiura sarsii notched brittlestar 321-74 2
#> 721 4 Pagurus dalli whiteknee hermit 326-76 1
#> 722 1 Pagurus brandti sponge hermit 321-74 1
#> 723 1 Stomphia coccinea swimming anemone 321-74 1
#> 724 5 Eunoe nodosa giant scale worm 324-73 1
#> weight_kg cpue_kgkm2 cpue_nokm2
#> 639 11614.408 6.412954e+05 572198.24397
#> 640 804.260 3.108126e+04 30027.77395
#> 641 243.080 1.084801e+04 4284.22246
#> 642 184.880 6.666225e+03 12475.73542
#> 643 167.294 7.465882e+03 4775.12295
#> 644 120.050 5.364186e+03 5674.73238
#> 645 97.040 4.336032e+03 9696.19628
#> 646 69.470 3.835821e+03 662.58602
#> 647 65.860 2.939155e+03 4150.34051
#> 648 61.490 2.376329e+03 9274.98809
#> 649 57.400 2.069674e+03 3281.19053
#> 650 52.182 2.881255e+03 496.93951
#> 651 45.630 1.763407e+03 9159.05074
#> 652 43.860 2.421752e+03 0.00000
#> 653 36.060 1.609261e+03 3302.42148
#> 654 35.300 1.272813e+03 901.42597
#> 655 22.307 9.967422e+02 983.02451
#> 656 21.050 7.590007e+02 1802.85194
#> 657 21.030 9.385125e+02 758.66439
#> 658 19.555 7.050954e+02 252.39927
#> 659 16.580 6.407471e+02 1893.64340
#> 660 15.260 5.897347e+02 38.64578
#> 661 12.636 4.883281e+02 309.16627
#> 662 12.610 5.634518e+02 402.14639
#> 663 10.670 4.767669e+02 1072.39037
#> 664 9.380 3.382150e+02 504.79854
#> 665 7.010 2.709069e+02 193.22892
#> 666 6.780 3.743611e+02 0.00000
#> 667 6.560 2.535163e+02 38.64578
#> 668 4.782 2.136738e+02 402.14639
#> 669 4.528 1.749881e+02 115.93735
#> 670 4.020 1.553561e+02 231.87470
#> 671 3.562 1.284352e+02 108.17112
#> 672 3.440 1.240362e+02 1550.45267
#> 673 2.530 9.777383e+01 115.93735
#> 674 2.159 9.635038e+01 133.88195
#> 675 2.100 1.159526e+02 55.21550
#> 676 2.034 7.860552e+01 38.64578
#> 677 1.666 6.007103e+01 72.11408
#> 678 1.526 6.810129e+01 178.50927
#> 679 1.472 6.569141e+01 89.25463
#> 680 1.414 6.318167e+01 44.68293
#> 681 1.282 4.622512e+01 36.05704
#> 682 1.092 4.220120e+01 541.04097
#> 683 1.052 4.065536e+01 77.29157
#> 684 0.928 4.146576e+01 44.68293
#> 685 0.886 4.892093e+01 220.86201
#> 686 0.846 3.050426e+01 0.00000
#> 687 0.840 4.638102e+01 0.00000
#> 688 0.800 3.091663e+01 154.58313
#> 689 0.692 2.674288e+01 579.68676
#> 690 0.684 3.776740e+01 0.00000
#> 691 0.490 1.893643e+01 77.29157
#> 692 0.488 1.759584e+01 288.45631
#> 693 0.442 2.440525e+01 55.21550
#> 694 0.366 1.414436e+01 38.64578
#> 695 0.324 1.788982e+01 55.21550
#> 696 0.316 1.744810e+01 0.00000
#> 697 0.290 1.120728e+01 38.64578
#> 698 0.286 1.277932e+01 0.00000
#> 699 0.240 9.274988e+00 38.64578
#> 700 0.230 8.888530e+00 0.00000
#> 701 0.228 8.221005e+00 144.22815
#> 702 0.194 7.497282e+00 38.64578
#> 703 0.184 1.015965e+01 165.64650
#> 704 0.164 5.913354e+00 72.11408
#> 705 0.132 5.898147e+00 0.00000
#> 706 0.120 4.326845e+00 72.11408
#> 707 0.108 3.894160e+00 36.05704
#> 708 0.080 3.570185e+00 44.62732
#> 709 0.076 2.937080e+00 77.29157
#> 710 0.072 2.596107e+00 72.11408
#> 711 0.070 3.865085e+00 0.00000
#> 712 0.056 2.499130e+00 44.62732
#> 713 0.054 2.981637e+00 55.21550
#> 714 0.050 1.932289e+00 38.64578
#> 715 0.044 1.963602e+00 133.88195
#> 716 0.030 1.338820e+00 44.62732
#> 717 0.018 6.490270e-01 36.05704
#> 718 0.012 5.361950e-01 44.68293
#> 719 0.006 2.677640e-01 44.62732
#> 720 0.006 2.163420e-01 72.11408
#> 721 0.006 3.312930e-01 55.21550
#> 722 0.002 7.211400e-02 36.05704
#> 723 0.002 7.211400e-02 36.05704
#> 724 0.001 3.864600e-02 38.64578
#>
#> $catch$`2006`
#> haul scientific_name common_name station
#> 516 7 Atheresthes stomias arrowtooth flounder 320-74
#> 517 6 Gadus chalcogrammus walleye pollock 324-73
#> 518 5 Tedania kagalaskai club sponge 325-76
#> 519 5 Mycale loveni lampshade sponge 325-76
#> 520 7 Atheresthes stomias arrowtooth flounder 321-74
#> 521 6 Atheresthes stomias arrowtooth flounder 324-73
#> 522 5 Porifera sponge unid. 325-76
#> 523 5 Hemilepidotus jordani yellow Irish lord 325-76
#> 524 7 Gadus chalcogrammus walleye pollock 321-74
#> 525 5 Lepidopsetta polyxystra northern rock sole 325-76
#> 526 7 Hippoglossus stenolepis Pacific halibut 320-74
#> 527 7 Lepidopsetta polyxystra northern rock sole 320-74
#> 528 5 Hippoglossus stenolepis Pacific halibut 325-76
#> 529 7 Gadus macrocephalus Pacific cod 321-74
#> 530 7 Lepidopsetta bilineata southern rock sole 321-74
#> 531 7 Hippoglossus stenolepis Pacific halibut 321-74
#> 532 6 Hippoglossus stenolepis Pacific halibut 324-73
#> 533 5 Gadus macrocephalus Pacific cod 325-76
#> 534 6 Enteroctopus dofleini giant octopus 324-73
#> 535 6 Hippoglossoides elassodon flathead sole 324-73
#> 536 7 Hemilepidotus jordani yellow Irish lord 320-74
#> 537 7 Glyptocephalus zachirus rex sole 320-74
#> 538 5 Pleurogrammus monopterygius Atka mackerel 325-76
#> 539 6 Gadus macrocephalus Pacific cod 324-73
#> 540 5 Atheresthes stomias arrowtooth flounder 325-76
#> 541 5 Pododesmus macrochisma abalone jingle 325-76
#> 542 5 Lepidopsetta bilineata southern rock sole 325-76
#> 543 7 Lepidopsetta polyxystra northern rock sole 321-74
#> 544 5 Gadus chalcogrammus walleye pollock 325-76
#> 545 7 Hippoglossoides elassodon flathead sole 321-74
#> 546 5 Arctoraja parmifera Alaska skate 325-76
#> 547 6 Myoxocephalus polyacanthocephalus great sculpin 324-73
#> 548 5 Monanchora pulchra yellow leafy sponge 325-76
#> 549 7 Myoxocephalus polyacanthocephalus great sculpin 320-74
#> 550 6 Glyptocephalus zachirus rex sole 324-73
#> 551 5 Bathymaster signatus searcher 325-76
#> 552 7 Gadus macrocephalus Pacific cod 320-74
#> 553 7 Gadus chalcogrammus walleye pollock 320-74
#> 554 5 Fusitriton oregonensis Oregon triton 325-76
#> 555 5 Hippoglossoides elassodon flathead sole 325-76
#> 556 5 Hexagrammos decagrammus kelp greenling 325-76
#> 557 7 Pleurogrammus monopterygius Atka mackerel 321-74
#> 558 7 Metridium farcimen gigantic anemone 321-74
#> 559 5 Oncorhynchus keta chum salmon 325-76
#> 560 7 Hemilepidotus jordani yellow Irish lord 321-74
#> 561 7 Lepidopsetta bilineata southern rock sole 320-74
#> 562 6 Fusitriton oregonensis Oregon triton 324-73
#> 563 5 Lethasterias nanimensis blackspined sea star 325-76
#> 564 5 Zoanthidae sp. A hot dog zoanthid 325-76
#> 565 5 Cucumaria fallax sea football 325-76
#> 566 5 Pagurus brandti sponge hermit 325-76
#> 567 6 Lepidopsetta bilineata southern rock sole 324-73
#> 568 7 Fusitriton oregonensis Oregon triton 321-74
#> 569 7 Glyptocephalus zachirus rex sole 321-74
#> 570 6 Lepidopsetta polyxystra northern rock sole 324-73
#> 571 5 Sebastes alutus Pacific ocean perch 325-76
#> 572 6 Chionoecetes bairdi Tanner crab 324-73
#> 573 7 Gorgonocephalus eucnemis basketstar 321-74
#> 574 5 Gymnocanthus galeatus armorhead sculpin 325-76
#> 575 7 Atheresthes evermanni Kamchatka flounder 320-74
#> 576 6 Gorgonocephalus eucnemis basketstar 324-73
#> 577 6 Pagurus trigonocheirus fuzzy hermit crab 324-73
#> 578 6 Hemilepidotus jordani yellow Irish lord 324-73
#> 579 6 Thaliacea salp unid. 324-73
#> 580 6 Lethasterias nanimensis blackspined sea star 324-73
#> 581 5 Crossaster papposus rose sea star 325-76
#> 582 7 Chionoecetes bairdi Tanner crab 321-74
#> 583 5 Modiolus modiolus northern horsemussel 325-76
#> 584 7 Gymnocanthus galeatus armorhead sculpin 321-74
#> 585 5 Mediaster aequalis vermilion sea star 325-76
#> 586 5 Sebastes ciliatus dark rockfish 325-76
#> 587 6 Podothecus accipenserinus sturgeon poacher 324-73
#> 588 6 Gymnocanthus galeatus armorhead sculpin 324-73
#> 589 5 Elassochirus cavimanus purple hermit 325-76
#> 590 7 Pagurus ochotensis Alaskan hermit 321-74
#> 591 5 Cheiraster dawsoni fragile sea star 325-76
#> 592 5 Ceramaster japonicus red bat star 325-76
#> 593 5 Triglops forficatus scissortail sculpin 325-76
#> 594 6 Erimacrus isenbeckii horsehair crab 324-73
#> 595 5 Acantholithodes hispidus fuzzy crab 325-76
#> 596 5 Scyphozoa jellyfish unid. 325-76
#> 597 5 Axinella blanca firm finger sponge 325-76
#> 598 6 Pododesmus macrochisma abalone jingle 324-73
#> 599 7 Podothecus accipenserinus sturgeon poacher 321-74
#> 600 7 Triglops macellus roughspine sculpin 321-74
#> 601 6 Pagurus aleuticus Aleutian hermit 324-73
#> 602 6 Crossaster papposus rose sea star 324-73
#> 603 7 Lethasterias nanimensis blackspined sea star 321-74
#> 604 5 Ascidia paratropa glassy tunicate 325-76
#> 605 5 Pseudarchaster parelii scarlet sea star 325-76
#> 606 6 Cyanea capillata lion's mane jelly 324-73
#> 607 6 Serripes notabilis oblique smoothcockle 324-73
#> 608 7 Elassochirus tenuimanus widehand hermit crab 321-74
#> 609 7 Hyas lyratus Pacific lyre crab 321-74
#> 610 5 Chaetopterus sp. parchment tubeworms 325-76
#> 611 5 Pagurus aleuticus Aleutian hermit 325-76
#> 612 7 Crossaster papposus rose sea star 321-74
#> 613 6 Pseudarchaster parelii scarlet sea star 324-73
#> 614 5 Rhinolithodes wosnessenskii rhinoceros crab 325-76
#> 615 7 Hyas lyratus Pacific lyre crab 320-74
#> 616 7 Pagurus aleuticus Aleutian hermit 320-74
#> 617 7 Elassochirus cavimanus purple hermit 320-74
#> 618 7 Henricia aspera ridged blood star 321-74
#> 619 7 Actiniaria sea anemone unid. 321-74
#> 620 5 Elassochirus tenuimanus widehand hermit crab 325-76
#> 621 7 Modiolus modiolus northern horsemussel 321-74
#> 622 7 Pseudarchaster parelii scarlet sea star 321-74
#> 623 7 Halocynthia aurantium sea peach 321-74
#> 624 7 Metridium farcimen gigantic anemone 320-74
#> 625 5 Pteraster militaris wrinkled star 325-76
#> 626 5 Leptychaster arcticus North Pacific sea star 325-76
#> 627 5 Porella compressa flattened bryozoan 325-76
#> 628 7 Ctenodiscus crispatus common mud star 321-74
#> 629 6 Cheiraster dawsoni fragile sea star 324-73
#> 630 5 Pedicellaster magister majestic sea star 325-76
#> 631 7 Ophiura sarsii notched brittlestar 321-74
#> 632 6 Pagurus rathbuni longfinger hermit 324-73
#> 633 5 Leptasterias hylodes Aleutian sea star 325-76
#> 634 7 Pagurus brandti sponge hermit 320-74
#> 635 7 Cryptonatica aleutica Aleutian moonsnail 321-74
#> 636 5 Oregonia gracilis graceful decorator crab 325-76
#> 637 5 Ophiura sarsii notched brittlestar 325-76
#> 638 5 Nudibranchia nudibranch unid. 325-76
#> count weight_kg cpue_kgkm2 cpue_nokm2
#> 516 438 417.490 18447.288758 19353.54733
#> 517 300 251.768 10546.830065 12567.31999
#> 518 NA 147.500 6778.731896 0.00000
#> 519 NA 137.070 6299.395126 0.00000
#> 520 220 114.970 5388.772492 10311.64607
#> 521 242 52.480 2198.443177 10137.63813
#> 522 NA 52.294 2403.301734 0.00000
#> 523 51 42.162 1937.660300 2343.83272
#> 524 48 41.520 1946.088840 2249.81369
#> 525 112 38.202 1755.668582 5147.24049
#> 526 19 37.129 1640.588719 839.53744
#> 527 64 35.440 1565.958259 2827.91559
#> 528 10 34.638 1591.876037 459.57504
#> 529 9 28.700 1345.201101 421.84007
#> 530 52 28.260 1324.577808 2437.29816
#> 531 10 26.350 1235.053972 468.71119
#> 532 11 23.507 984.733303 460.80173
#> 533 12 21.200 974.299093 551.49005
#> 534 1 21.130 885.158238 41.89107
#> 535 97 20.770 870.077454 4063.43346
#> 536 26 17.460 771.490722 1148.84071
#> 537 25 17.320 765.304657 1104.65453
#> 538 15 14.700 675.575314 689.36257
#> 539 10 13.102 548.856755 418.91067
#> 540 35 10.780 495.421897 1608.51265
#> 541 114 9.714 446.431198 5239.15550
#> 542 13 8.326 382.642181 597.44756
#> 543 25 8.210 384.811883 1171.77796
#> 544 6 7.160 329.055731 275.74503
#> 545 16 6.068 284.413947 749.93790
#> 546 1 5.980 274.825876 45.95750
#> 547 1 5.930 248.414025 41.89107
#> 548 NA 5.640 259.200325 0.00000
#> 549 2 5.630 248.768200 88.37236
#> 550 22 5.500 230.400867 921.60347
#> 551 18 4.740 217.838571 827.23508
#> 552 3 4.310 190.442441 132.55854
#> 553 4 4.240 187.349408 176.74472
#> 554 66 4.140 190.264068 3033.19529
#> 555 7 4.112 188.977258 321.70253
#> 556 9 3.600 165.447016 413.61754
#> 557 3 3.530 165.455048 140.61336
#> 558 22 3.464 162.361554 1031.16461
#> 559 1 3.120 143.387414 45.95750
#> 560 2 2.410 112.959396 93.74224
#> 561 2 1.820 80.418850 88.37236
#> 562 60 1.820 76.241741 2513.46400
#> 563 10 1.348 61.950716 459.57504
#> 564 NA 1.230 56.527730 0.00000
#> 565 2 1.170 53.770280 91.91501
#> 566 29 1.146 52.667300 1332.76763
#> 567 1 1.118 46.834213 41.89107
#> 568 25 1.082 50.714550 1171.77796
#> 569 1 0.930 43.590140 46.87112
#> 570 2 0.902 37.785742 83.78213
#> 571 7 0.814 37.409409 321.70253
#> 572 12 0.594 24.883294 502.69280
#> 573 6 0.566 26.529053 281.22671
#> 574 2 0.552 25.368542 91.91501
#> 575 1 0.550 24.302400 44.18618
#> 576 3 0.364 15.248348 125.67320
#> 577 1 0.360 15.080784 41.89107
#> 578 1 0.348 14.578091 41.89107
#> 579 NA 0.338 14.159181 0.00000
#> 580 3 0.336 14.075398 125.67320
#> 581 8 0.314 14.430656 367.66003
#> 582 2 0.296 13.873851 93.74224
#> 583 9 0.270 12.408526 413.61754
#> 584 2 0.264 12.373975 93.74224
#> 585 4 0.232 10.662141 183.83002
#> 586 1 0.226 10.386396 45.95750
#> 587 3 0.222 9.299817 125.67320
#> 588 1 0.184 7.707956 41.89107
#> 589 5 0.178 8.180436 229.78752
#> 590 3 0.170 7.968090 140.61336
#> 591 11 0.168 7.720861 505.53255
#> 592 3 0.168 7.720861 137.87251
#> 593 5 0.156 7.169371 229.78752
#> 594 1 0.146 6.116096 41.89107
#> 595 4 0.136 6.250221 183.83002
#> 596 NA 0.086 3.952345 0.00000
#> 597 NA 0.080 3.676600 0.00000
#> 598 1 0.078 3.267503 41.89107
#> 599 1 0.072 3.374721 46.87112
#> 600 1 0.066 3.093494 46.87112
#> 601 4 0.064 2.681028 167.56427
#> 602 1 0.062 2.597246 41.89107
#> 603 1 0.058 2.718525 46.87112
#> 604 1 0.058 2.665535 45.95750
#> 605 2 0.058 2.665535 91.91501
#> 606 1 0.054 2.262118 41.89107
#> 607 2 0.054 2.262118 83.78213
#> 608 1 0.048 2.249814 46.87112
#> 609 1 0.044 2.062329 46.87112
#> 610 NA 0.042 1.930215 0.00000
#> 611 2 0.038 1.746385 91.91501
#> 612 1 0.036 1.687360 46.87112
#> 613 1 0.036 1.508078 41.89107
#> 614 1 0.034 1.562555 45.95750
#> 615 1 0.030 1.325585 44.18618
#> 616 1 0.028 1.237213 44.18618
#> 617 1 0.028 1.237213 44.18618
#> 618 1 0.026 1.218649 46.87112
#> 619 2 0.026 1.218649 93.74224
#> 620 1 0.024 1.102980 45.95750
#> 621 1 0.022 1.031165 46.87112
#> 622 1 0.020 0.937422 46.87112
#> 623 1 0.020 0.937422 46.87112
#> 624 1 0.018 0.795351 44.18618
#> 625 1 0.018 0.827235 45.95750
#> 626 1 0.016 0.735320 45.95750
#> 627 NA 0.014 0.643405 0.00000
#> 628 1 0.010 0.468711 46.87112
#> 629 1 0.010 0.418911 41.89107
#> 630 2 0.010 0.459575 91.91501
#> 631 2 0.008 0.374969 93.74224
#> 632 1 0.008 0.335129 41.89107
#> 633 2 0.006 0.275745 91.91501
#> 634 1 0.002 0.088372 44.18618
#> 635 1 0.002 0.093742 46.87112
#> 636 1 0.002 0.091915 45.95750
#> 637 1 0.002 0.091915 45.95750
#> 638 1 0.002 0.091915 45.95750
#>
#> $catch$`2010`
#> haul scientific_name common_name station count
#> 430 7 Gadus chalcogrammus walleye pollock 325-76 2081
#> 431 4 Pleurogrammus monopterygius Atka mackerel 326-76 1164
#> 432 3 Pleurogrammus monopterygius Atka mackerel 326-76 442
#> 433 3 Gadus chalcogrammus walleye pollock 326-76 355
#> 434 3 Gadus chalcogrammus walleye pollock 324-73 142
#> 435 5 Lepidopsetta polyxystra northern rock sole 320-73 342
#> 436 7 Gadus macrocephalus Pacific cod 325-76 45
#> 437 5 Lepidopsetta bilineata southern rock sole 320-73 175
#> 438 7 Lepidopsetta polyxystra northern rock sole 325-76 160
#> 439 7 Hippoglossus stenolepis Pacific halibut 325-76 71
#> 440 3 Gadus macrocephalus Pacific cod 326-76 44
#> 441 3 Atheresthes stomias arrowtooth flounder 326-76 97
#> 442 7 Hippoglossoides elassodon flathead sole 325-76 70
#> 443 7 Pleurogrammus monopterygius Atka mackerel 325-76 29
#> 444 5 Hippoglossus stenolepis Pacific halibut 320-73 56
#> 445 3 Atheresthes stomias arrowtooth flounder 324-73 195
#> 446 4 Gadus macrocephalus Pacific cod 326-76 14
#> 447 3 Hippoglossus stenolepis Pacific halibut 324-73 26
#> 448 4 Lepidopsetta polyxystra northern rock sole 326-76 76
#> 449 5 Gadus macrocephalus Pacific cod 320-73 22
#> 450 3 Lepidopsetta polyxystra northern rock sole 326-76 71
#> 451 3 Hippoglossoides elassodon flathead sole 324-73 173
#> 452 3 Chionoecetes bairdi Tanner crab 324-73 54
#> 453 3 Hemilepidotus jordani yellow Irish lord 326-76 45
#> 454 4 Hippoglossus stenolepis Pacific halibut 326-76 42
#> 455 7 Hemilepidotus jordani yellow Irish lord 325-76 31
#> 456 7 Lepidopsetta bilineata southern rock sole 325-76 33
#> 457 3 Hippoglossoides elassodon flathead sole 326-76 45
#> 458 7 Tedania kagalaskai club sponge 325-76 NA
#> 459 3 Gadus macrocephalus Pacific cod 324-73 11
#> 460 4 Gadus chalcogrammus walleye pollock 326-76 17
#> 461 7 Atheresthes stomias arrowtooth flounder 325-76 21
#> 462 3 Glyptocephalus zachirus rex sole 324-73 39
#> 463 5 Atheresthes stomias arrowtooth flounder 320-73 7
#> 464 7 Mycale loveni lampshade sponge 325-76 NA
#> 465 3 Hippoglossus stenolepis Pacific halibut 326-76 9
#> 466 4 Atheresthes stomias arrowtooth flounder 326-76 19
#> 467 4 Lepidopsetta bilineata southern rock sole 326-76 10
#> 468 4 Hippoglossoides elassodon flathead sole 326-76 8
#> 469 3 Enteroctopus dofleini giant octopus 324-73 1
#> 470 3 Hemilepidotus jordani yellow Irish lord 324-73 6
#> 471 3 Myoxocephalus polyacanthocephalus great sculpin 324-73 2
#> 472 4 Hemilepidotus jordani yellow Irish lord 326-76 5
#> 473 3 Arctoraja parmifera Alaska skate 324-73 1
#> 474 7 Hexagrammos decagrammus kelp greenling 325-76 5
#> 475 3 Gymnocanthus galeatus armorhead sculpin 324-73 13
#> 476 7 Monanchora pulchra yellow leafy sponge 325-76 NA
#> 477 7 Porifera sponge unid. 325-76 NA
#> 478 3 Lepidopsetta polyxystra northern rock sole 324-73 2
#> 479 3 Sebastes variabilis dusky rockfish 324-73 3
#> 480 7 Sebastes alutus Pacific ocean perch 325-76 9
#> 481 3 Porifera sponge unid. 324-73 NA
#> 482 3 Atheresthes evermanni Kamchatka flounder 326-76 1
#> 483 4 Gymnocanthus galeatus armorhead sculpin 326-76 3
#> 484 3 Sebastes alutus Pacific ocean perch 324-73 8
#> 485 3 Atheresthes evermanni Kamchatka flounder 324-73 6
#> 486 3 Podothecus accipenserinus sturgeon poacher 324-73 7
#> 487 7 Gymnocanthus galeatus armorhead sculpin 325-76 2
#> 488 7 Isodictya palmata prickly pear sponge 325-76 NA
#> 489 3 Fusitriton oregonensis Oregon triton 324-73 7
#> 490 3 Triglops forficatus scissortail sculpin 326-76 3
#> 491 4 Mycale loveni lampshade sponge 326-76 NA
#> 492 7 Fusitriton oregonensis Oregon triton 325-76 4
#> 493 3 Halocynthia aurantium sea peach 326-76 1
#> 494 4 Strongylocentrotus droebachiensis green sea urchin 326-76 11
#> 495 3 Pagurus brandti sponge hermit 324-73 8
#> 496 3 Hemitripterus bolini bigmouth sculpin 326-76 1
#> 497 3 Mycale loveni lampshade sponge 324-73 NA
#> 498 3 Lepidopsetta bilineata southern rock sole 326-76 1
#> 499 3 Pagurus aleuticus Aleutian hermit 324-73 2
#> 500 4 Fusitriton oregonensis Oregon triton 326-76 3
#> 501 3 Strongylocentrotus droebachiensis green sea urchin 326-76 1
#> 502 3 Sebastes polyspinis northern rockfish 324-73 1
#> 503 4 Actiniaria sea anemone unid. 326-76 2
#> 504 3 Porifera sponge unid. 326-76 NA
#> 505 4 Elassochirus tenuimanus widehand hermit crab 326-76 2
#> 506 3 Diplopteraster multipes pincushion sea star 326-76 1
#> 507 4 Pododesmus macrochisma abalone jingle 326-76 1
#> 508 3 Ceramaster patagonicus orange bat sea star 326-76 1
#> 509 3 Metridium farcimen gigantic anemone 326-76 1
#> 510 3 Chirona evermanni giant barnacle 324-73 NA
#> 511 4 Pagurus ochotensis Alaskan hermit 326-76 1
#> 512 3 Hyas lyratus Pacific lyre crab 324-73 1
#> 513 5 Pagurus brandti sponge hermit 320-73 1
#> 514 5 Notostomum cyclostomum striped sea leech 320-73 1
#> 515 3 Crangon dalli ridged Crangon 324-73 1
#> weight_kg cpue_kgkm2 cpue_nokm2
#> 430 2536.790 1.088185e+05 89266.85531
#> 431 2038.610 8.903763e+04 50838.46562
#> 432 651.820 2.843245e+04 19280.08511
#> 433 390.730 1.704368e+04 15485.13623
#> 434 223.770 9.541060e+03 6054.56700
#> 435 206.376 9.082907e+03 15051.91591
#> 436 148.840 6.384661e+03 1930.32604
#> 437 102.930 4.530099e+03 7702.00375
#> 438 76.840 3.296139e+03 6863.38148
#> 439 70.647 3.030483e+03 3045.62553
#> 440 69.570 3.034651e+03 1919.28449
#> 441 56.720 2.474132e+03 4231.14990
#> 442 48.200 2.067594e+03 3002.72939
#> 443 45.360 1.945769e+03 1243.98789
#> 444 45.138 1.986589e+03 2464.64120
#> 445 44.886 1.913840e+03 8314.37017
#> 446 44.050 1.923913e+03 611.45921
#> 447 43.582 1.858240e+03 1108.58269
#> 448 42.580 1.859710e+03 3319.34999
#> 449 40.480 1.781583e+03 968.25190
#> 450 32.540 1.419398e+03 3097.02725
#> 451 31.884 1.359463e+03 7376.33867
#> 452 31.000 1.321772e+03 2302.44097
#> 453 30.980 1.351351e+03 1962.90459
#> 454 28.413 1.240956e+03 1834.37763
#> 455 27.840 1.194228e+03 1329.78016
#> 456 26.020 1.116157e+03 1415.57243
#> 457 25.640 1.118419e+03 1962.90459
#> 458 21.580 9.256986e+02 0.00000
#> 459 21.150 9.017894e+02 469.01575
#> 460 20.290 8.861791e+02 742.48618
#> 461 12.960 5.559339e+02 900.81882
#> 462 12.690 5.410736e+02 1662.87404
#> 463 12.440 5.475024e+02 308.08015
#> 464 12.080 5.181853e+02 0.00000
#> 465 11.320 4.937796e+02 392.58092
#> 466 10.420 4.551004e+02 829.83750
#> 467 8.040 3.511523e+02 436.75658
#> 468 6.260 2.734096e+02 349.40526
#> 469 4.060 1.731095e+02 42.63780
#> 470 3.952 1.685046e+02 255.82677
#> 471 3.930 1.675665e+02 85.27559
#> 472 3.920 1.712086e+02 218.37829
#> 473 3.560 1.517906e+02 42.63780
#> 474 3.400 1.458469e+02 214.48067
#> 475 3.324 1.417280e+02 554.29134
#> 476 3.000 1.286884e+02 0.00000
#> 477 2.988 1.281736e+02 0.00000
#> 478 1.250 5.329724e+01 85.27559
#> 479 0.974 4.152921e+01 127.91339
#> 480 0.936 4.015078e+01 386.06521
#> 481 0.758 3.231945e+01 0.00000
#> 482 0.722 3.149371e+01 43.62010
#> 483 0.700 3.057296e+01 131.02697
#> 484 0.678 2.890843e+01 341.10237
#> 485 0.642 2.737346e+01 255.82677
#> 486 0.550 2.345079e+01 298.46457
#> 487 0.484 2.076173e+01 85.79227
#> 488 0.364 1.561419e+01 0.00000
#> 489 0.306 1.304717e+01 298.46457
#> 490 0.260 1.134123e+01 130.86031
#> 491 0.258 1.126832e+01 0.00000
#> 492 0.254 1.089562e+01 171.58454
#> 493 0.216 9.421942e+00 43.62010
#> 494 0.206 8.997185e+00 480.43223
#> 495 0.168 7.163150e+00 341.10237
#> 496 0.168 7.328177e+00 43.62010
#> 497 0.150 6.395669e+00 0.00000
#> 498 0.150 6.543015e+00 43.62010
#> 499 0.134 5.713465e+00 85.27559
#> 500 0.116 5.066376e+00 131.02697
#> 501 0.110 4.798211e+00 43.62010
#> 502 0.106 4.519606e+00 42.63780
#> 503 0.088 3.843458e+00 87.35132
#> 504 0.070 3.053407e+00 0.00000
#> 505 0.066 2.882593e+00 87.35132
#> 506 0.062 2.704446e+00 43.62010
#> 507 0.036 1.572324e+00 43.67566
#> 508 0.026 1.134123e+00 43.62010
#> 509 0.022 9.596420e-01 43.62010
#> 510 0.020 8.527560e-01 0.00000
#> 511 0.016 6.988110e-01 43.67566
#> 512 0.010 4.263780e-01 42.63780
#> 513 0.008 3.520920e-01 44.01145
#> 514 0.004 1.760460e-01 44.01145
#> 515 0.002 8.527600e-02 42.63780
#>
#> $catch$`2012`
#> haul scientific_name common_name station count
#> 325 6 Lepidopsetta bilineata southern rock sole 321-74 310
#> 326 6 Gadus chalcogrammus walleye pollock 321-74 60
#> 327 4 Gadus chalcogrammus walleye pollock 326-76 76
#> 328 6 Hippoglossus stenolepis Pacific halibut 321-74 80
#> 329 7 Lepidopsetta polyxystra northern rock sole 320-73 82
#> 330 6 Lepidopsetta polyxystra northern rock sole 321-74 51
#> 331 1 Gadus macrocephalus Pacific cod 326-76 17
#> 332 7 Lepidopsetta bilineata southern rock sole 320-73 49
#> 333 6 Gadus macrocephalus Pacific cod 321-74 16
#> 334 1 Hippoglossus stenolepis Pacific halibut 320-74 25
#> 335 7 Hippoglossus stenolepis Pacific halibut 320-74 15
#> 336 4 Lepidopsetta polyxystra northern rock sole 326-76 29
#> 337 6 Atheresthes stomias arrowtooth flounder 321-74 15
#> 338 7 Hippoglossus stenolepis Pacific halibut 320-73 18
#> 339 1 Lepidopsetta polyxystra northern rock sole 326-76 26
#> 340 1 Lepidopsetta polyxystra northern rock sole 320-74 17
#> 341 1 Hemilepidotus jordani yellow Irish lord 326-76 18
#> 342 1 Atheresthes stomias arrowtooth flounder 326-76 15
#> 343 4 Hippoglossus stenolepis Pacific halibut 326-76 11
#> 344 1 Gadus macrocephalus Pacific cod 320-74 6
#> 345 4 Atheresthes stomias arrowtooth flounder 326-76 15
#> 346 7 Atheresthes stomias arrowtooth flounder 320-74 8
#> 347 1 Atheresthes stomias arrowtooth flounder 320-74 20
#> 348 7 Atheresthes stomias arrowtooth flounder 320-73 7
#> 349 4 Gadus macrocephalus Pacific cod 326-76 4
#> 350 6 Hippoglossoides elassodon flathead sole 321-74 7
#> 351 7 Glyptocephalus zachirus rex sole 320-74 6
#> 352 4 Hippoglossoides elassodon flathead sole 326-76 8
#> 353 1 Gadus chalcogrammus walleye pollock 320-74 2
#> 354 7 Gadus macrocephalus Pacific cod 320-73 4
#> 355 1 Lepidopsetta bilineata southern rock sole 320-74 4
#> 356 7 Pleurogrammus monopterygius Atka mackerel 320-73 2
#> 357 7 Hemilepidotus jordani yellow Irish lord 320-74 3
#> 358 4 Pleurogrammus monopterygius Atka mackerel 326-76 2
#> 359 1 Fusitriton oregonensis Oregon triton 326-76 47
#> 360 7 Gadus chalcogrammus walleye pollock 320-74 2
#> 361 1 Glyptocephalus zachirus rex sole 320-74 4
#> 362 1 Pleurogrammus monopterygius Atka mackerel 326-76 2
#> 363 7 Lepidopsetta polyxystra northern rock sole 320-74 2
#> 364 1 Gadus chalcogrammus walleye pollock 326-76 1
#> 365 1 Porifera sponge unid. 326-76 NA
#> 366 7 Gadus macrocephalus Pacific cod 320-74 1
#> 367 4 Hemilepidotus jordani yellow Irish lord 326-76 2
#> 368 6 Berryteuthis magister magistrate armhook squid 321-74 5
#> 369 1 Hippoglossus stenolepis Pacific halibut 326-76 2
#> 370 7 Hemilepidotus jordani yellow Irish lord 320-73 1
#> 371 1 Hemilepidotus jordani yellow Irish lord 320-74 2
#> 372 1 Halocynthia aurantium sea peach 326-76 8
#> 373 6 Hemilepidotus jordani yellow Irish lord 321-74 1
#> 374 7 Hippoglossoides elassodon flathead sole 320-74 2
#> 375 1 Hippoglossoides elassodon flathead sole 326-76 2
#> 376 7 Berryteuthis magister magistrate armhook squid 320-74 3
#> 377 4 Lepidopsetta bilineata southern rock sole 326-76 1
#> 378 7 Atheresthes evermanni Kamchatka flounder 320-73 2
#> 379 1 Berryteuthis magister magistrate armhook squid 326-76 2
#> 380 7 Hemilepidotus hemilepidotus red Irish lord 320-73 1
#> 381 1 Hippoglossoides elassodon flathead sole 320-74 1
#> 382 4 Gymnocanthus galeatus armorhead sculpin 326-76 1
#> 383 1 Berryteuthis magister magistrate armhook squid 320-74 1
#> 384 4 Berryteuthis magister magistrate armhook squid 326-76 1
#> 385 1 Atheresthes evermanni Kamchatka flounder 326-76 1
#> 386 7 Halocynthia aurantium sea peach 320-73 1
#> 387 4 Gorgonocephalus eucnemis basketstar 326-76 1
#> 388 4 Triglops forficatus scissortail sculpin 326-76 3
#> 389 4 Atheresthes evermanni Kamchatka flounder 326-76 2
#> 390 1 Modiolus modiolus northern horsemussel 326-76 4
#> 391 1 Ascidiacea tunicate unid. 326-76 13
#> 392 1 Bathymaster signatus searcher 326-76 1
#> 393 1 Actiniaria sea anemone unid. 326-76 2
#> 394 6 Gorgonocephalus eucnemis basketstar 321-74 1
#> 395 1 Elassochirus cavimanus purple hermit 326-76 3
#> 396 7 Gorgonocephalus eucnemis basketstar 320-74 1
#> 397 1 Sebastes alutus Pacific ocean perch 326-76 2
#> 398 1 Bryozoa bryozoan unid. 326-76 NA
#> 399 4 Thaliacea salp unid. 326-76 1
#> 400 1 Pteraster militaris wrinkled star 326-76 3
#> 401 7 Triglops scepticus spectacled sculpin 320-74 2
#> 402 1 Pagurus ochotensis Alaskan hermit 326-76 3
#> 403 1 Pagurus confragosus knobbyhand hermit 326-76 1
#> 404 1 Actiniaria sea anemone unid. 320-74 1
#> 405 1 Triglops forficatus scissortail sculpin 326-76 1
#> 406 1 Sarritor frenatus sawback poacher 326-76 1
#> 407 1 Pododesmus macrochisma abalone jingle 326-76 1
#> 408 4 Fusitriton oregonensis Oregon triton 326-76 2
#> 409 1 Triglops scepticus spectacled sculpin 326-76 1
#> 410 6 Fusitriton oregonensis Oregon triton 321-74 1
#> 411 1 Lethasterias nanimensis blackspined sea star 326-76 1
#> 412 6 Cheiraster dawsoni fragile sea star 321-74 1
#> 413 1 Hyas lyratus Pacific lyre crab 326-76 3
#> 414 7 Gadus chalcogrammus walleye pollock 320-73 1
#> 415 7 Porifera sponge unid. 320-73 NA
#> 416 1 Pagurus aleuticus Aleutian hermit 326-76 1
#> 417 1 Tritonia tetraquetra rosy Tritonia 326-76 1
#> 418 1 Fusitriton oregonensis Oregon triton 320-74 1
#> 419 6 Pagurus aleuticus Aleutian hermit 321-74 1
#> 420 1 Laqueus erythraeus California lamp shell 326-76 1
#> 421 1 Cheiraster dawsoni fragile sea star 326-76 1
#> 422 1 Buccinum scalariforme ladder whelk 326-76 1
#> 423 1 Eumicrotremus sp. spiny lumpsuckers 326-76 2
#> 424 7 Fusitriton oregonensis Oregon triton 320-74 1
#> 425 1 Ophiura sarsii notched brittlestar 320-74 1
#> 426 1 Porifera sponge unid. 320-74 NA
#> 427 7 Bulbus fragilis fragile moonsnail 320-73 1
#> 428 1 Ophiuroidea brittlestar unid. 326-76 1
#> 429 1 Isopoda isopod unid. 326-76 1
#> weight_kg cpue_kgkm2 cpue_nokm2
#> 325 266.120 11732.310055 13666.82744
#> 326 99.810 4400.277569 2645.19241
#> 327 68.020 3199.438570 3574.79170
#> 328 57.449 2532.727643 3526.92321
#> 329 47.540 2076.651323 3581.93960
#> 330 34.780 1533.329865 2248.41355
#> 331 29.110 1295.747314 756.70575
#> 332 28.570 1248.000175 2140.42732
#> 333 20.500 903.774072 705.38464
#> 334 20.490 947.837132 1156.46307
#> 335 17.956 795.845365 664.82961
#> 336 12.690 596.896140 1364.06525
#> 337 11.450 504.790884 661.29810
#> 338 11.422 498.937977 786.27942
#> 339 10.610 472.273411 1157.31467
#> 340 9.930 459.347131 786.39489
#> 341 9.560 425.535703 801.21785
#> 342 9.300 413.962556 667.68154
#> 343 8.163 383.960850 517.40406
#> 344 7.590 351.102188 277.55114
#> 345 6.380 300.094356 705.55099
#> 346 6.040 267.704723 354.57579
#> 347 4.780 221.115739 925.17046
#> 348 4.700 205.306294 305.77533
#> 349 4.620 217.309706 188.14693
#> 350 4.430 195.303373 308.60578
#> 351 3.900 172.855698 265.93184
#> 352 3.670 172.624810 376.29386
#> 353 3.460 160.054489 92.51705
#> 354 3.450 150.703556 174.72876
#> 355 3.250 150.340199 185.03409
#> 356 2.930 127.988817 87.36438
#> 357 2.496 110.627647 132.96592
#> 358 2.210 103.951180 94.07347
#> 359 2.005 89.246766 2092.06883
#> 360 1.946 86.250561 88.64395
#> 361 1.772 81.970102 185.03409
#> 362 1.710 76.115696 89.02421
#> 363 1.608 71.269734 88.64395
#> 364 1.540 68.548638 44.51210
#> 365 1.465 65.210231 0.00000
#> 366 1.450 64.266862 44.32197
#> 367 1.400 65.851426 94.07347
#> 368 1.372 60.486733 220.43270
#> 369 1.107 49.274898 89.02421
#> 370 0.962 42.022267 43.68219
#> 371 0.926 42.835392 92.51705
#> 372 0.776 34.541392 356.09682
#> 373 0.774 34.122982 44.08654
#> 374 0.745 33.019871 88.64395
#> 375 0.640 28.487746 89.02421
#> 376 0.604 26.770472 132.96592
#> 377 0.604 28.410187 47.03673
#> 378 0.515 22.496328 87.36438
#> 379 0.495 22.033491 89.02421
#> 380 0.390 17.036054 43.68219
#> 381 0.328 15.172795 46.25852
#> 382 0.312 14.675461 47.03673
#> 383 0.274 12.674835 46.25852
#> 384 0.262 12.323624 47.03673
#> 385 0.234 10.415832 44.51210
#> 386 0.222 9.697446 43.68219
#> 387 0.210 9.877714 47.03673
#> 388 0.196 9.219200 141.11020
#> 389 0.180 8.466612 94.07347
#> 390 0.180 8.012179 178.04841
#> 391 0.140 6.231694 578.65734
#> 392 0.132 5.875598 44.51210
#> 393 0.120 5.341452 89.02421
#> 394 0.110 4.849519 44.08654
#> 395 0.100 4.451210 133.53631
#> 396 0.078 3.457114 44.32197
#> 397 0.074 3.293896 89.02421
#> 398 0.070 3.115847 0.00000
#> 399 0.070 3.292571 47.03673
#> 400 0.060 2.670726 133.53631
#> 401 0.056 2.482031 88.64395
#> 402 0.055 2.448166 133.53631
#> 403 0.055 2.448166 44.51210
#> 404 0.054 2.497960 46.25852
#> 405 0.052 2.314629 44.51210
#> 406 0.048 2.136581 44.51210
#> 407 0.042 1.869508 44.51210
#> 408 0.040 1.881469 94.07347
#> 409 0.032 1.424387 44.51210
#> 410 0.030 1.322596 44.08654
#> 411 0.030 1.335363 44.51210
#> 412 0.028 1.234423 44.08654
#> 413 0.025 1.112803 133.53631
#> 414 0.024 1.048373 43.68219
#> 415 0.020 0.873644 0.00000
#> 416 0.015 0.667682 44.51210
#> 417 0.015 0.667682 44.51210
#> 418 0.012 0.555102 46.25852
#> 419 0.012 0.529038 44.08654
#> 420 0.010 0.445121 44.51210
#> 421 0.010 0.445121 44.51210
#> 422 0.010 0.445121 44.51210
#> 423 0.010 0.445121 89.02421
#> 424 0.008 0.354576 44.32197
#> 425 0.008 0.370068 46.25852
#> 426 0.008 0.370068 0.00000
#> 427 0.005 0.218411 43.68219
#> 428 0.005 0.222561 44.51210
#> 429 0.005 0.222561 44.51210
#>
#> $catch$`2014`
#> haul scientific_name common_name station count
#> 208 3 Pleurogrammus monopterygius Atka mackerel 320-74 142
#> 209 3 Atheresthes stomias arrowtooth flounder 320-74 129
#> 210 6 Lepidopsetta polyxystra northern rock sole 320-74 298
#> 211 3 Lepidopsetta polyxystra northern rock sole 320-74 172
#> 212 1 Hippoglossoides elassodon flathead sole 321-74 129
#> 213 5 Gadus macrocephalus Pacific cod 326-76 74
#> 214 1 Lepidopsetta bilineata southern rock sole 321-74 66
#> 215 1 Gadus macrocephalus Pacific cod 321-74 16
#> 216 6 Gadus macrocephalus Pacific cod 320-74 11
#> 217 6 Lepidopsetta bilineata southern rock sole 320-74 34
#> 218 3 Gadus macrocephalus Pacific cod 320-74 39
#> 219 3 Hippoglossus stenolepis Pacific halibut 320-74 11
#> 220 3 Enteroctopus dofleini giant octopus 320-74 3
#> 221 3 Gadus chalcogrammus walleye pollock 320-74 15
#> 222 3 Sebastes variabilis dusky rockfish 320-74 22
#> 223 1 Atheresthes stomias arrowtooth flounder 321-74 99
#> 224 3 Hemilepidotus jordani yellow Irish lord 320-74 18
#> 225 5 Atheresthes stomias arrowtooth flounder 326-76 35
#> 226 5 Lepidopsetta polyxystra northern rock sole 326-76 37
#> 227 6 Hippoglossus stenolepis Pacific halibut 320-74 11
#> 228 5 Hemilepidotus jordani yellow Irish lord 326-76 20
#> 229 3 Sebastes polyspinis northern rockfish 320-74 17
#> 230 5 Hippoglossus stenolepis Pacific halibut 326-76 7
#> 231 1 Enteroctopus dofleini giant octopus 321-74 1
#> 232 1 Metridium farcimen gigantic anemone 321-74 39
#> 233 3 Atheresthes evermanni Kamchatka flounder 320-74 10
#> 234 3 Hippoglossoides elassodon flathead sole 320-74 10
#> 235 3 Glyptocephalus zachirus rex sole 320-74 7
#> 236 1 Hippoglossus stenolepis Pacific halibut 321-74 4
#> 237 6 Anarrhichthys ocellatus wolf-eel 320-74 1
#> 238 1 Gadus chalcogrammus walleye pollock 321-74 2
#> 239 3 Sebastes alutus Pacific ocean perch 320-74 8
#> 240 1 Porifera sponge unid. 321-74 NA
#> 241 3 Lepidopsetta bilineata southern rock sole 320-74 3
#> 242 3 Chirona evermanni giant barnacle 320-74 NA
#> 243 5 Hippoglossoides elassodon flathead sole 326-76 3
#> 244 1 Lepidopsetta polyxystra northern rock sole 321-74 4
#> 245 3 Bathyraja taranetzi mud skate 320-74 1
#> 246 5 Pleurogrammus monopterygius Atka mackerel 326-76 2
#> 247 5 Hemitripterus bolini bigmouth sculpin 326-76 2
#> 248 1 Fusitriton oregonensis Oregon triton 321-74 23
#> 249 5 Triglops forficatus scissortail sculpin 326-76 12
#> 250 6 Atheresthes stomias arrowtooth flounder 320-74 9
#> 251 6 Aptocyclus ventricosus smooth lumpsucker 320-74 1
#> 252 3 Fusitriton oregonensis Oregon triton 320-74 33
#> 253 6 Hemilepidotus jordani yellow Irish lord 320-74 1
#> 254 5 Lepidopsetta bilineata southern rock sole 326-76 1
#> 255 5 Atheresthes evermanni Kamchatka flounder 326-76 2
#> 256 3 Sebastes melanostictus blackspotted rockfish 320-74 1
#> 257 3 Malacocottus zonurus darkfin sculpin 320-74 1
#> 258 5 Porifera sponge unid. 326-76 NA
#> 259 6 Hippoglossoides elassodon flathead sole 320-74 1
#> 260 1 Pleurogrammus monopterygius Atka mackerel 321-74 1
#> 261 1 Thaliacea salp unid. 321-74 NA
#> 262 3 Holothuroidea sea cucumber unid. 320-74 11
#> 263 3 Pagurus brandti sponge hermit 320-74 17
#> 264 3 Porifera sponge unid. 320-74 NA
#> 265 5 Gadus chalcogrammus walleye pollock 326-76 2
#> 266 1 Serpulidae serpulid worm 321-74 NA
#> 267 5 Modiolus modiolus northern horsemussel 326-76 1
#> 268 3 Lethasterias nanimensis blackspined sea star 320-74 1
#> 269 3 Elassochirus cavimanus purple hermit 320-74 10
#> 270 5 Sebastes alutus Pacific ocean perch 326-76 2
#> 271 3 Actiniaria sea anemone unid. 320-74 2
#> 272 3 Scyphozoa jellyfish unid. 320-74 NA
#> 273 3 Sebastes ciliatus dark rockfish 320-74 1
#> 274 6 Crystallichthys cyclospilus blotched snailfish 320-74 1
#> 275 3 Pagurus cornutus hornyhand hermit 320-74 5
#> 276 3 Solaster dawsoni morning sun sea star 320-74 1
#> 277 6 Ophiura sarsii notched brittlestar 320-74 16
#> 278 1 Atheresthes evermanni Kamchatka flounder 321-74 4
#> 279 3 Ophiura sarsii notched brittlestar 320-74 16
#> 280 3 Pagurus confragosus knobbyhand hermit 320-74 7
#> 281 6 Fusitriton oregonensis Oregon triton 320-74 6
#> 282 6 Gymnocanthus galeatus armorhead sculpin 320-74 2
#> 283 3 Pyrulofusus harpa left-hand whelk 320-74 2
#> 284 3 Hyas lyratus Pacific lyre crab 320-74 7
#> 285 3 Triglops scepticus spectacled sculpin 320-74 4
#> 286 1 Ophiura sarsii notched brittlestar 321-74 25
#> 287 6 Porifera sponge unid. 320-74 NA
#> 288 3 Ascidiacea tunicate unid. 320-74 NA
#> 289 5 Crystallichthys cyclospilus blotched snailfish 326-76 1
#> 290 5 Fusitriton oregonensis Oregon triton 326-76 1
#> 291 1 Podothecus accipenserinus sturgeon poacher 321-74 1
#> 292 5 Ceramaster japonicus red bat star 326-76 1
#> 293 5 Hyas lyratus Pacific lyre crab 326-76 1
#> 294 3 Diplopteraster multipes pincushion sea star 320-74 1
#> 295 1 Elassochirus cavimanus purple hermit 321-74 1
#> 296 6 Actiniaria sea anemone unid. 320-74 3
#> 297 3 Metridium farcimen gigantic anemone 320-74 1
#> 298 5 Elassochirus cavimanus purple hermit 326-76 1
#> 299 1 Hyas lyratus Pacific lyre crab 321-74 1
#> 300 5 Nudibranchia nudibranch unid. 326-76 1
#> 301 5 Pseudarchaster parelii scarlet sea star 326-76 1
#> 302 6 Elassochirus tenuimanus widehand hermit crab 320-74 2
#> 303 5 Pododesmus macrochisma abalone jingle 326-76 1
#> 304 1 Pagurus brandti sponge hermit 321-74 2
#> 305 3 Cheiraster dawsoni fragile sea star 320-74 2
#> 306 3 Castaneobuccinum castaneum chestnut whelk 320-74 1
#> 307 5 Aptocyclus ventricosus smooth lumpsucker 326-76 3
#> 308 1 Modiolus modiolus northern horsemussel 321-74 1
#> 309 6 Ceramaster arcticus Arctic bat sea star 320-74 1
#> 310 6 Mycale loveni lampshade sponge 320-74 NA
#> 311 6 Hyas lyratus Pacific lyre crab 320-74 1
#> 312 5 Pedicellaster magister majestic sea star 326-76 1
#> 313 3 Keenocardium blandum low-rib cockle 320-74 1
#> 314 3 Labidochirus splendescens splendid hermit 320-74 1
#> 315 1 Periphylla periphylla helmet jelly 321-74 1
#> 316 3 Styela rustica sea potato 320-74 1
#> 317 1 Rhamphocottus richardsonii grunt sculpin 321-74 1
#> 318 3 Ophiuroidea brittlestar unid. 320-74 1
#> 319 6 Bryozoa bryozoan unid. 320-74 NA
#> 320 3 Eunoe nodosa giant scale worm 320-74 1
#> 321 3 Paguridae hermit crab unid. 320-74 3
#> 322 3 Polychaeta polychaete worm unid. 320-74 1
#> 323 1 Chaetopterus sp. parchment tubeworms 321-74 NA
#> 324 5 Hydroidolina hydroid unid. 326-76 NA
#> weight_kg cpue_kgkm2 cpue_nokm2
#> 208 214.240 8637.949677 5725.30272
#> 209 129.014 5201.719752 5201.15528
#> 210 126.552 5725.758380 13482.80546
#> 211 110.220 4443.963842 6934.87371
#> 212 97.520 4081.346355 5398.82773
#> 213 67.910 3286.122879 3580.81421
#> 214 62.090 2598.552043 2762.19093
#> 215 38.570 1614.207639 669.62204
#> 216 36.530 1652.774777 497.68745
#> 217 32.038 1449.537320 1538.30666
#> 218 28.920 1166.026441 1572.44230
#> 219 28.484 1148.447342 443.50937
#> 220 26.480 1067.648000 120.95710
#> 221 19.220 774.931818 604.78550
#> 222 17.860 720.097933 887.01873
#> 223 15.930 666.692447 4143.28640
#> 224 13.590 547.935661 725.74260
#> 225 13.480 652.288859 1693.62834
#> 226 11.940 577.769212 1790.40711
#> 227 11.383 515.016022 497.68745
#> 228 11.180 540.993282 967.78762
#> 229 11.150 449.557220 685.42357
#> 230 10.763 520.814910 338.72567
#> 231 10.250 428.976622 41.85138
#> 232 9.998 418.430074 1632.20373
#> 233 6.080 245.139722 403.19033
#> 234 5.780 233.044012 403.19033
#> 235 5.670 228.608918 282.23323
#> 236 5.228 218.799003 167.40551
#> 237 4.480 202.694525 45.24431
#> 238 4.020 168.242538 83.70275
#> 239 3.680 148.374042 322.55227
#> 240 3.276 137.105113 0.00000
#> 241 2.790 112.490103 120.95710
#> 242 2.434 98.136527 0.00000
#> 243 2.260 109.360002 145.16814
#> 244 2.008 84.037566 167.40551
#> 245 1.722 69.429375 40.31903
#> 246 1.680 81.294160 96.77876
#> 247 1.620 78.390798 96.77876
#> 248 1.338 55.997143 962.58169
#> 249 1.288 62.325523 580.67258
#> 250 1.216 55.017085 407.19882
#> 251 1.110 50.221188 45.24431
#> 252 1.044 42.093071 1330.52810
#> 253 0.992 44.882359 45.24431
#> 254 0.920 44.518231 48.38938
#> 255 0.840 40.647080 96.77876
#> 256 0.770 31.045656 40.31903
#> 257 0.732 29.513532 40.31903
#> 258 0.632 30.582089 0.00000
#> 259 0.618 27.960986 45.24431
#> 260 0.580 24.273799 41.85138
#> 261 0.564 23.604177 0.00000
#> 262 0.440 17.740375 443.50937
#> 263 0.364 14.676128 685.42357
#> 264 0.346 13.950385 0.00000
#> 265 0.304 14.710372 96.77876
#> 266 0.294 12.304305 0.00000
#> 267 0.284 13.742584 48.38938
#> 268 0.274 11.047415 40.31903
#> 269 0.240 9.676568 403.19033
#> 270 0.236 11.419894 96.77876
#> 271 0.226 9.112102 80.63807
#> 272 0.200 8.063807 0.00000
#> 273 0.198 7.983169 40.31903
#> 274 0.178 8.053488 45.24431
#> 275 0.156 6.289769 201.59517
#> 276 0.136 5.483389 40.31903
#> 277 0.132 5.972249 723.90902
#> 278 0.126 5.273274 167.40551
#> 279 0.114 4.596370 645.10453
#> 280 0.110 4.435094 282.23323
#> 281 0.108 4.886386 271.46588
#> 282 0.104 4.705409 90.48863
#> 283 0.104 4.193179 80.63807
#> 284 0.100 4.031903 282.23323
#> 285 0.098 3.951265 161.27613
#> 286 0.098 4.101435 1046.28444
#> 287 0.094 4.252965 0.00000
#> 288 0.084 3.386799 0.00000
#> 289 0.084 4.064708 48.38938
#> 290 0.078 3.774372 48.38938
#> 291 0.076 3.180705 41.85138
#> 292 0.060 2.903363 48.38938
#> 293 0.058 2.806584 48.38938
#> 294 0.054 2.177228 40.31903
#> 295 0.050 2.092569 41.85138
#> 296 0.048 2.171727 135.73294
#> 297 0.044 1.774037 40.31903
#> 298 0.042 2.032354 48.38938
#> 299 0.036 1.506650 41.85138
#> 300 0.036 1.742018 48.38938
#> 301 0.034 1.645239 48.38938
#> 302 0.032 1.447818 90.48863
#> 303 0.032 1.548460 48.38938
#> 304 0.030 1.255541 83.70275
#> 305 0.022 0.887019 80.63807
#> 306 0.018 0.725743 40.31903
#> 307 0.018 0.871009 145.16814
#> 308 0.016 0.669622 41.85138
#> 309 0.014 0.633420 45.24431
#> 310 0.012 0.542932 0.00000
#> 311 0.010 0.452443 45.24431
#> 312 0.010 0.483894 48.38938
#> 313 0.008 0.322552 40.31903
#> 314 0.006 0.241914 40.31903
#> 315 0.006 0.251108 41.85138
#> 316 0.004 0.161276 40.31903
#> 317 0.004 0.167406 41.85138
#> 318 0.002 0.080638 40.31903
#> 319 0.002 0.090489 0.00000
#> 320 0.002 0.080638 40.31903
#> 321 0.002 0.080638 120.95710
#> 322 0.002 0.080638 40.31903
#> 323 0.002 0.083703 0.00000
#> 324 0.002 0.096779 0.00000
#>
#> $catch$`2016`
#> haul scientific_name common_name station count
#> 130 3 Gadus macrocephalus Pacific cod 320-73 243
#> 131 7 Atheresthes stomias arrowtooth flounder 320-74 291
#> 132 3 Hippoglossus stenolepis Pacific halibut 320-73 133
#> 133 5 Hippoglossoides elassodon flathead sole 320-74 78
#> 134 5 Lepidopsetta bilineata southern rock sole 320-74 69
#> 135 3 Lepidopsetta bilineata southern rock sole 320-73 90
#> 136 3 Lepidopsetta polyxystra northern rock sole 320-73 103
#> 137 5 Hippoglossus stenolepis Pacific halibut 320-74 31
#> 138 4 Hippoglossoides elassodon flathead sole 324-73 133
#> 139 7 Gadus macrocephalus Pacific cod 320-74 10
#> 140 4 Atheresthes stomias arrowtooth flounder 324-73 54
#> 141 7 Lepidopsetta polyxystra northern rock sole 320-74 41
#> 142 3 Atheresthes stomias arrowtooth flounder 320-73 27
#> 143 7 Hippoglossus stenolepis Pacific halibut 320-74 12
#> 144 4 Hippoglossus stenolepis Pacific halibut 324-73 11
#> 145 7 Enteroctopus dofleini giant octopus 320-74 2
#> 146 5 Lepidopsetta polyxystra northern rock sole 320-74 26
#> 147 4 Anoplopoma fimbria sablefish 324-73 11
#> 148 4 Gadus chalcogrammus walleye pollock 324-73 10
#> 149 4 Lepidopsetta bilineata southern rock sole 324-73 6
#> 150 5 Atheresthes stomias arrowtooth flounder 320-74 8
#> 151 4 Parophrys vetulus English sole 324-73 6
#> 152 4 Glyptocephalus zachirus rex sole 324-73 29
#> 153 5 Gadus macrocephalus Pacific cod 320-74 4
#> 154 3 Anarrhichthys ocellatus wolf-eel 320-73 1
#> 155 4 Enteroctopus dofleini giant octopus 324-73 1
#> 156 4 Myoxocephalus polyacanthocephalus great sculpin 324-73 1
#> 157 3 Clupea pallasii Pacific herring 320-73 10
#> 158 7 Hemilepidotus jordani yellow Irish lord 320-74 6
#> 159 3 Pleurogrammus monopterygius Atka mackerel 320-73 5
#> 160 7 Glyptocephalus zachirus rex sole 320-74 7
#> 161 5 Hemilepidotus jordani yellow Irish lord 320-74 2
#> 162 7 Lepidopsetta bilineata southern rock sole 320-74 2
#> 163 4 Gadus macrocephalus Pacific cod 324-73 2
#> 164 7 Atheresthes evermanni Kamchatka flounder 320-74 8
#> 165 7 Chirona evermanni giant barnacle 320-74 NA
#> 166 3 Hemilepidotus jordani yellow Irish lord 320-73 1
#> 167 5 Pycnopodia helianthoides sunflower sea star 320-74 1
#> 168 4 Gorgonocephalus eucnemis basketstar 324-73 4
#> 169 4 Thaliacea salp unid. 324-73 NA
#> 170 3 Hippoglossoides elassodon flathead sole 320-73 1
#> 171 5 Pleurogrammus monopterygius Atka mackerel 320-74 1
#> 172 7 Sebastes polyspinis northern rockfish 320-74 2
#> 173 5 Gadus chalcogrammus walleye pollock 320-74 1
#> 174 7 Hippoglossoides elassodon flathead sole 320-74 1
#> 175 4 Fusitriton oregonensis Oregon triton 324-73 15
#> 176 4 Atheresthes evermanni Kamchatka flounder 324-73 5
#> 177 4 Podothecus accipenserinus sturgeon poacher 324-73 4
#> 178 5 Gorgonocephalus eucnemis basketstar 320-74 1
#> 179 7 Fusitriton oregonensis Oregon triton 320-74 9
#> 180 4 Sebastes polyspinis northern rockfish 324-73 1
#> 181 7 Pagurus trigonocheirus fuzzy hermit crab 320-74 5
#> 182 7 Thaliacea salp unid. 320-74 NA
#> 183 4 Bathymaster signatus searcher 324-73 1
#> 184 7 Elassochirus cavimanus purple hermit 320-74 5
#> 185 4 Pagurus confragosus knobbyhand hermit 324-73 5
#> 186 7 Modiolus modiolus northern horsemussel 320-74 1
#> 187 5 Thaliacea salp unid. 320-74 NA
#> 188 3 Ammodytes sp. sand lance unid. 320-73 2
#> 189 4 Pagurus aleuticus Aleutian hermit 324-73 3
#> 190 3 Fusitriton oregonensis Oregon triton 320-73 2
#> 191 7 Pagurus confragosus knobbyhand hermit 320-74 2
#> 192 4 Axinella blanca firm finger sponge 324-73 NA
#> 193 7 Ceramaster patagonicus orange bat sea star 320-74 1
#> 194 3 Gorgonocephalus eucnemis basketstar 320-73 1
#> 195 4 Chaetopterus sp. parchment tubeworms 324-73 NA
#> 196 5 Rajiformes egg case skate egg case unid. 320-74 4
#> 197 7 Alcyonidium pedunculatum fruit leather bryozoan 320-74 NA
#> 198 4 Nudibranchia nudibranch unid. 324-73 1
#> 199 5 Ophiura sarsii notched brittlestar 320-74 6
#> 200 3 Ophiura sarsii notched brittlestar 320-73 5
#> 201 7 Metridium farcimen gigantic anemone 320-74 1
#> 202 4 Rajiformes egg case skate egg case unid. 324-73 NA
#> 203 7 Hyas lyratus Pacific lyre crab 320-74 2
#> 204 4 Actiniaria sea anemone unid. 324-73 1
#> 205 4 Labidochirus splendescens splendid hermit 324-73 1
#> 206 7 Rajiformes egg case skate egg case unid. 320-74 NA
#> 207 7 Styela rustica sea potato 320-74 NA
#> weight_kg cpue_kgkm2 cpue_nokm2
#> 130 343.340 14793.441181 10470.10604
#> 131 136.844 6214.554539 13215.30627
#> 132 118.374 5100.363507 5730.55186
#> 133 67.768 3050.003623 3510.51060
#> 134 62.926 2832.081926 3105.45169
#> 135 59.940 2582.626156 3877.81705
#> 136 33.600 1447.718366 4437.94618
#> 137 28.166 1267.654380 1395.20293
#> 138 23.320 950.181635 5419.13196
#> 139 20.740 941.874405 454.13424
#> 140 20.212 823.545077 2200.24907
#> 141 20.080 911.901546 1861.95037
#> 142 17.950 773.409067 1163.34512
#> 143 15.040 683.017891 544.96108
#> 144 10.780 439.234907 448.19888
#> 145 10.220 464.125189 90.82685
#> 146 9.904 445.744834 1170.17020
#> 147 8.980 365.893271 448.19888
#> 148 8.680 353.669665 407.45353
#> 149 8.620 351.224944 244.47212
#> 150 8.320 374.454464 360.05237
#> 151 7.000 285.217472 244.47212
#> 152 6.612 269.408275 1181.61524
#> 153 6.080 273.639801 180.02618
#> 154 5.900 254.212451 43.08686
#> 155 5.562 226.625654 40.74535
#> 156 4.960 202.096951 40.74535
#> 157 4.320 186.135218 430.86856
#> 158 3.920 178.020621 272.48054
#> 159 3.870 166.746133 215.43428
#> 160 3.340 151.680835 317.89396
#> 161 2.540 114.316627 90.01309
#> 162 2.468 112.080329 90.82685
#> 163 2.240 91.269591 81.49071
#> 164 1.672 75.931244 363.30739
#> 165 1.508 68.483443 0.00000
#> 166 1.332 57.391692 43.08686
#> 167 1.320 59.408641 45.00655
#> 168 1.182 48.161007 162.98141
#> 169 1.072 43.679019 0.00000
#> 170 0.946 40.760166 43.08686
#> 171 0.910 40.955957 45.00655
#> 172 0.863 39.191785 90.82685
#> 173 0.754 33.934936 45.00655
#> 174 0.648 29.427898 45.41342
#> 175 0.500 20.372677 611.18030
#> 176 0.416 16.950067 203.72677
#> 177 0.360 14.668327 162.98141
#> 178 0.236 10.621545 45.00655
#> 179 0.226 10.263434 408.72081
#> 180 0.198 8.067580 40.74535
#> 181 0.186 8.446897 227.06712
#> 182 0.172 7.811109 0.00000
#> 183 0.152 6.193294 40.74535
#> 184 0.148 6.721187 227.06712
#> 185 0.142 5.785840 203.72677
#> 186 0.090 4.087208 45.41342
#> 187 0.088 3.960576 0.00000
#> 188 0.080 3.446948 86.17371
#> 189 0.066 2.689193 122.23606
#> 190 0.062 2.671385 86.17371
#> 191 0.060 2.724805 90.82685
#> 192 0.060 2.444721 0.00000
#> 193 0.058 2.633979 45.41342
#> 194 0.056 2.412864 43.08686
#> 195 0.054 2.200249 0.00000
#> 196 0.048 2.160314 180.02618
#> 197 0.044 1.998191 0.00000
#> 198 0.036 1.466833 40.74535
#> 199 0.032 1.440209 270.03928
#> 200 0.020 0.861737 215.43428
#> 201 0.020 0.908268 45.41342
#> 202 0.020 0.814907 0.00000
#> 203 0.018 0.817442 90.82685
#> 204 0.016 0.651926 40.74535
#> 205 0.008 0.325963 40.74535
#> 206 0.004 0.181654 0.00000
#> 207 0.002 0.090827 0.00000
#>
#> $catch$`2018`
#> haul scientific_name common_name station
#> 43 2 Gadus chalcogrammus walleye pollock 325-76
#> 44 9 Atheresthes stomias arrowtooth flounder 320-74
#> 45 1 Gadus chalcogrammus walleye pollock 324-73
#> 46 2 Porifera sponge unid. 325-76
#> 47 1 Atheresthes stomias arrowtooth flounder 324-73
#> 48 2 Mycale loveni lampshade sponge 325-76
#> 49 9 Lepidopsetta polyxystra northern rock sole 320-74
#> 50 2 Sebastes polyspinis northern rockfish 325-76
#> 51 2 Gadus macrocephalus Pacific cod 325-76
#> 52 9 Gadus chalcogrammus walleye pollock 320-74
#> 53 9 Gadus macrocephalus Pacific cod 320-74
#> 54 2 Atheresthes stomias arrowtooth flounder 325-76
#> 55 9 Hemilepidotus jordani yellow Irish lord 320-74
#> 56 9 Hippoglossus stenolepis Pacific halibut 320-74
#> 57 9 Bathyraja aleutica Aleutian skate 320-74
#> 58 1 Hippoglossus stenolepis Pacific halibut 324-73
#> 59 9 Sebastes alutus Pacific ocean perch 320-74
#> 60 1 Gadus macrocephalus Pacific cod 324-73
#> 61 2 Lepidopsetta polyxystra northern rock sole 325-76
#> 62 10 Gadus macrocephalus Pacific cod 320-73
#> 63 2 Pododesmus macrochisma abalone jingle 325-76
#> 64 2 Enteroctopus dofleini giant octopus 325-76
#> 65 10 Hippoglossus stenolepis Pacific halibut 320-73
#> 66 2 Hemilepidotus jordani yellow Irish lord 325-76
#> 67 2 Hexagrammos decagrammus kelp greenling 325-76
#> 68 1 Hippoglossoides elassodon flathead sole 324-73
#> 69 2 Hippoglossus stenolepis Pacific halibut 325-76
#> 70 9 Sebastes polyspinis northern rockfish 320-74
#> 71 9 Glyptocephalus zachirus rex sole 320-74
#> 72 9 Lepidopsetta bilineata southern rock sole 320-74
#> 73 1 Chionoecetes bairdi Tanner crab 324-73
#> 74 1 Glyptocephalus zachirus rex sole 324-73
#> 75 2 Pleurogrammus monopterygius Atka mackerel 325-76
#> 76 9 Enteroctopus dofleini giant octopus 320-74
#> 77 2 Tethya sp. ball sponge 325-76
#> 78 9 Hippoglossoides elassodon flathead sole 320-74
#> 79 10 Anarrhichthys ocellatus wolf-eel 320-73
#> 80 9 Pleurogrammus monopterygius Atka mackerel 320-74
#> 81 10 Lepidopsetta bilineata southern rock sole 320-73
#> 82 1 Arctoraja parmifera Alaska skate 324-73
#> 83 2 Fusitriton oregonensis Oregon triton 325-76
#> 84 9 Atheresthes evermanni Kamchatka flounder 320-74
#> 85 2 Hippoglossoides elassodon flathead sole 325-76
#> 86 2 Myoxocephalus polyacanthocephalus great sculpin 325-76
#> 87 2 Isodictya rigida orange finger sponge 325-76
#> 88 1 Pycnopodia helianthoides sunflower sea star 324-73
#> 89 2 Lepidopsetta bilineata southern rock sole 325-76
#> 90 2 Sebastes alutus Pacific ocean perch 325-76
#> 91 1 Myoxocephalus polyacanthocephalus great sculpin 324-73
#> 92 1 Bathyraja interrupta Bering skate 324-73
#> 93 2 Sebastes variabilis dusky rockfish 325-76
#> 94 2 Zaprora silenus prowfish 325-76
#> 95 10 Pleurogrammus monopterygius Atka mackerel 320-73
#> 96 2 Cucumaria fallax sea football 325-76
#> 97 1 Sebastes polyspinis northern rockfish 324-73
#> 98 1 Anoplopoma fimbria sablefish 324-73
#> 99 1 Hemilepidotus jordani yellow Irish lord 324-73
#> 100 2 Bathymaster signatus searcher 325-76
#> 101 10 Atheresthes stomias arrowtooth flounder 320-73
#> 102 1 Fusitriton oregonensis Oregon triton 324-73
#> 103 1 Thaliacea salp unid. 324-73
#> 104 1 Pagurus ochotensis Alaskan hermit 324-73
#> 105 1 Gorgonocephalus eucnemis basketstar 324-73
#> 106 2 Modiolus modiolus northern horsemussel 325-76
#> 107 1 Metridium farcimen gigantic anemone 324-73
#> 108 9 Scyphozoa jellyfish unid. 320-74
#> 109 1 Triglops macellus roughspine sculpin 324-73
#> 110 2 Crystallichthys cyclospilus blotched snailfish 325-76
#> 111 2 Ceramaster patagonicus orange bat sea star 325-76
#> 112 1 Lepidopsetta polyxystra northern rock sole 324-73
#> 113 2 Aphrocallistes vastus clay pipe sponge 325-76
#> 114 2 Gorgonocephalus eucnemis basketstar 325-76
#> 115 1 Sarritor frenatus sawback poacher 324-73
#> 116 2 Pteraster militaris wrinkled star 325-76
#> 117 2 Scyphozoa jellyfish unid. 325-76
#> 118 2 Elassochirus gilli Pacific red hermit 325-76
#> 119 2 Podothecus accipenserinus sturgeon poacher 325-76
#> 120 2 Doris odhneri white night doris 325-76
#> 121 1 Atheresthes evermanni Kamchatka flounder 324-73
#> 122 1 Oregonia gracilis graceful decorator crab 324-73
#> 123 1 Stomphia coccinea swimming anemone 324-73
#> 124 2 Pagurus brandti sponge hermit 325-76
#> 125 2 Sarritor frenatus sawback poacher 325-76
#> 126 1 Crossaster papposus rose sea star 324-73
#> 127 1 Pagurus capillatus hairy hermit crab 324-73
#> 128 2 Elassochirus tenuimanus widehand hermit crab 325-76
#> 129 1 Ciliatocardium ciliatum hairy cockle 324-73
#> count weight_kg cpue_kgkm2 cpue_nokm2
#> 43 1616 1211.290 56195.947836 74971.84960
#> 44 1041 643.495 25096.701051 40599.64070
#> 45 489 399.642 15729.789050 19246.89308
#> 46 NA 227.830 10569.824564 0.00000
#> 47 357 98.418 3873.702911 14051.41274
#> 48 NA 75.420 3498.995605 0.00000
#> 49 99 50.810 1981.621272 3861.06093
#> 50 88 45.950 2131.780006 4082.62547
#> 51 12 42.680 1980.073355 556.72166
#> 52 35 28.595 1115.222599 1365.02154
#> 53 9 26.500 1033.516310 351.00554
#> 54 33 23.050 1069.369513 1530.98455
#> 55 29 20.740 808.872765 1131.01785
#> 56 9 18.849 735.122601 351.00554
#> 57 1 18.780 732.431559 39.00062
#> 58 11 18.470 726.973651 432.95670
#> 59 40 17.560 684.850808 1560.02462
#> 60 6 15.540 611.649731 236.15820
#> 61 54 13.025 604.274964 2505.24745
#> 62 4 11.950 534.815361 179.01769
#> 63 NA 11.200 519.606878 0.00000
#> 64 1 11.130 516.359335 46.39347
#> 65 6 9.534 426.688674 268.52654
#> 66 17 9.350 433.778957 788.68901
#> 67 30 9.346 433.593383 1391.80414
#> 68 37 9.250 364.077221 1456.30888
#> 69 5 9.080 421.252719 231.96736
#> 70 14 8.980 350.225527 546.00862
#> 71 13 7.520 293.284628 507.00800
#> 72 9 7.370 287.434536 351.00554
#> 73 25 6.900 271.581927 983.99249
#> 74 24 6.170 242.849346 944.63279
#> 75 10 5.740 266.298525 463.93471
#> 76 1 5.380 209.823311 39.00062
#> 77 NA 5.080 235.678834 0.00000
#> 78 8 4.875 190.128000 312.00492
#> 79 1 4.670 209.003158 44.75442
#> 80 3 4.300 167.702647 117.00185
#> 81 7 4.100 183.493136 313.28096
#> 82 1 3.580 140.907724 39.35970
#> 83 75 3.280 152.170586 3479.51035
#> 84 3 2.940 114.661809 117.00185
#> 85 4 2.914 135.190575 185.57388
#> 86 1 2.720 126.190242 46.39347
#> 87 NA 2.600 120.623025 0.00000
#> 88 1 2.504 98.556688 39.35970
#> 89 8 2.259 104.802852 371.14777
#> 90 30 2.159 100.163505 1391.80414
#> 91 1 1.890 74.389832 39.35970
#> 92 1 1.850 72.815444 39.35970
#> 93 4 1.632 75.714145 185.57388
#> 94 1 1.592 73.858406 46.39347
#> 95 1 1.140 51.020043 44.75442
#> 96 3 0.994 46.115110 139.18041
#> 97 2 0.990 38.966103 78.71940
#> 98 2 0.974 38.336347 78.71940
#> 99 1 0.880 34.636536 39.35970
#> 100 2 0.756 35.073464 92.78694
#> 101 2 0.730 32.670729 89.50885
#> 102 21 0.634 24.954050 826.55369
#> 103 5 0.452 17.790584 196.79850
#> 104 15 0.442 17.396987 590.39549
#> 105 1 0.430 16.924671 39.35970
#> 106 12 0.375 17.397552 556.72166
#> 107 3 0.360 14.169492 118.07910
#> 108 1 0.295 11.505182 39.00062
#> 109 5 0.292 11.493032 196.79850
#> 110 1 0.222 10.299351 46.39347
#> 111 4 0.200 9.278694 185.57388
#> 112 1 0.174 6.848588 39.35970
#> 113 NA 0.155 7.190988 0.00000
#> 114 2 0.145 6.727053 92.78694
#> 115 3 0.140 5.510358 118.07910
#> 116 2 0.100 4.639347 92.78694
#> 117 2 0.095 4.407380 92.78694
#> 118 2 0.085 3.943445 92.78694
#> 119 1 0.072 3.340330 46.39347
#> 120 2 0.055 2.551641 92.78694
#> 121 1 0.042 1.653107 39.35970
#> 122 1 0.042 1.653107 39.35970
#> 123 1 0.034 1.338230 39.35970
#> 124 2 0.030 1.391804 92.78694
#> 125 1 0.024 1.113443 46.39347
#> 126 1 0.014 0.551036 39.35970
#> 127 1 0.012 0.472316 39.35970
#> 128 1 0.005 0.231967 46.39347
#> 129 1 0.002 0.078719 39.35970
#>
#> $catch$`2022`
#> haul scientific_name common_name station
#> 1 6 Gadus chalcogrammus walleye pollock 324-73
#> 2 5 Gadus chalcogrammus walleye pollock 326-76
#> 3 5 Atheresthes stomias arrowtooth flounder 326-76
#> 4 6 Atheresthes stomias arrowtooth flounder 324-73
#> 5 5 Gadus macrocephalus Pacific cod 326-76
#> 6 5 Hippoglossoides elassodon flathead sole 326-76
#> 7 6 Hippoglossus stenolepis Pacific halibut 324-73
#> 8 6 Enteroctopus dofleini giant octopus 324-73
#> 9 6 Hippoglossoides elassodon flathead sole 324-73
#> 10 5 Hemilepidotus jordani yellow Irish lord 326-76
#> 11 5 Lepidopsetta polyxystra northern rock sole 326-76
#> 12 6 Beringraja binoculata big skate 324-73
#> 13 6 Parophrys vetulus English sole 324-73
#> 14 5 Hippoglossus stenolepis Pacific halibut 326-76
#> 15 6 Glyptocephalus zachirus rex sole 324-73
#> 16 6 Chionoecetes bairdi Tanner crab 324-73
#> 17 6 Pycnopodia helianthoides sunflower sea star 324-73
#> 18 6 Myoxocephalus polyacanthocephalus great sculpin 324-73
#> 19 6 Gadus macrocephalus Pacific cod 324-73
#> 20 6 Fusitriton oregonensis Oregon triton 324-73
#> 21 5 Myoxocephalus polyacanthocephalus great sculpin 326-76
#> 22 6 Lepidopsetta bilineata southern rock sole 324-73
#> 23 6 Hemilepidotus jordani yellow Irish lord 324-73
#> 24 5 Pleurogrammus monopterygius Atka mackerel 326-76
#> 25 6 Lepidopsetta polyxystra northern rock sole 324-73
#> 26 5 Atheresthes evermanni Kamchatka flounder 326-76
#> 27 6 Microstomus pacificus Dover sole 324-73
#> 28 5 Sebastes alutus Pacific ocean perch 326-76
#> 29 5 Malacocottus zonurus darkfin sculpin 326-76
#> 30 5 Microstomus pacificus Dover sole 326-76
#> 31 5 Sebastes polyspinis northern rockfish 326-76
#> 32 6 Gorgonocephalus eucnemis basketstar 324-73
#> 33 6 Pennatuloidea sea whip or sea pen unid. 324-73
#> 34 6 Virgularia sp. smoothstem seawhip 324-73
#> 35 6 Porifera sponge unid. 324-73
#> 36 5 Fusitriton oregonensis Oregon triton 326-76
#> 37 5 Triglops forficatus scissortail sculpin 326-76
#> 38 5 Triglops scepticus spectacled sculpin 326-76
#> 39 6 Pagurus trigonocheirus fuzzy hermit crab 324-73
#> 40 5 Modiolus modiolus northern horsemussel 326-76
#> 41 6 Pagurus confragosus knobbyhand hermit 324-73
#> 42 6 Triglops macellus roughspine sculpin 324-73
#> count weight_kg cpue_kgkm2 cpue_nokm2
#> 1 1066 715.400 25276.726092 37664.22982
#> 2 620 569.090 22754.334435 24789.90555
#> 3 295 157.540 6299.035033 11795.19700
#> 4 201 134.890 4765.973697 7101.79193
#> 5 47 103.320 4131.117809 1879.23478
#> 6 104 55.660 2225.493779 4158.30674
#> 7 33 50.280 1776.507951 1165.96584
#> 8 2 24.500 865.641305 70.66460
#> 9 96 21.030 743.038230 3391.90062
#> 10 24 18.960 758.091305 959.60925
#> 11 37 16.840 673.325822 1479.39759
#> 12 1 15.560 549.770559 35.33230
#> 13 18 13.171 465.361699 635.98137
#> 14 6 8.480 339.061934 239.90231
#> 15 26 7.860 277.711863 918.63975
#> 16 25 6.400 226.126708 883.30745
#> 17 2 6.300 222.593478 70.66460
#> 18 2 4.865 171.891630 70.66460
#> 19 4 3.870 136.735994 141.32919
#> 20 77 3.145 111.120078 2720.58696
#> 21 1 3.085 123.349772 39.98372
#> 22 4 2.975 105.113587 141.32919
#> 23 5 2.940 103.876957 176.66149
#> 24 2 1.980 79.167763 79.96744
#> 25 2 1.455 51.408494 70.66460
#> 26 4 1.380 55.177532 159.93488
#> 27 5 1.280 45.225342 176.66149
#> 28 4 1.105 44.182009 159.93488
#> 29 2 0.975 38.984126 79.96744
#> 30 3 0.915 36.585103 119.95116
#> 31 1 0.860 34.385998 39.98372
#> 32 2 0.835 29.502469 70.66460
#> 33 1 0.240 8.479752 35.33230
#> 34 1 0.240 8.479752 35.33230
#> 35 NA 0.170 6.006491 0.00000
#> 36 3 0.140 5.597721 119.95116
#> 37 1 0.100 3.998372 39.98372
#> 38 2 0.085 3.398616 79.96744
#> 39 1 0.065 2.296599 35.33230
#> 40 1 0.060 2.399023 39.98372
#> 41 1 0.055 1.943276 35.33230
#> 42 1 0.020 0.706646 35.33230
#>
#>
#> $catch_means
#> scientific_name common_name station
#> 1 Pleurogrammus monopterygius Atka mackerel 326-76
#> 2 Gadus chalcogrammus walleye pollock 325-76
#> 3 Gadus chalcogrammus walleye pollock 321-74
#> 4 Gadus chalcogrammus walleye pollock 324-73
#> 5 Gadus chalcogrammus walleye pollock 326-76
#> 6 Atheresthes stomias arrowtooth flounder 320-74
#> 7 Lepidopsetta bilineata southern rock sole 321-74
#> 8 Porifera sponge unid. 325-76
#> 9 Tedania kagalaskai club sponge 325-76
#> 10 Mycale loveni lampshade sponge 325-76
#> 11 Lepidopsetta polyxystra northern rock sole 320-73
#> 12 Gadus macrocephalus Pacific cod 325-76
#> 13 Gadus macrocephalus Pacific cod 320-73
#> 14 Gadus macrocephalus Pacific cod 326-76
#> 15 Atheresthes stomias arrowtooth flounder 321-74
#> 16 Lepidopsetta bilineata southern rock sole 320-73
#> 17 Atheresthes stomias arrowtooth flounder 326-76
#> 18 Pleurogrammus monopterygius Atka mackerel 320-74
#> 19 Tedania kagalaskai club sponge 326-76
#> 20 Atheresthes stomias arrowtooth flounder 324-73
#> 21 Sebastes polyspinis northern rockfish 325-76
#> 22 Gadus macrocephalus Pacific cod 320-74
#> 23 Lepidopsetta polyxystra northern rock sole 325-76
#> 24 Hippoglossus stenolepis Pacific halibut 320-74
#> 25 Lepidopsetta polyxystra northern rock sole 320-74
#> 26 Hippoglossus stenolepis Pacific halibut 325-76
#> 27 Hippoglossus stenolepis Pacific halibut 320-73
#> 28 Gadus macrocephalus Pacific cod 321-74
#> 29 Hemilepidotus jordani yellow Irish lord 325-76
#> 30 Hippoglossus stenolepis Pacific halibut 321-74
#> 31 Lepidopsetta bilineata southern rock sole 320-74
#> 32 Lepidopsetta polyxystra northern rock sole 326-76
#> 33 Somniosus pacificus Pacific sleeper shark 324-73
#> 34 Hippoglossoides elassodon flathead sole 324-73
#> 35 Hippoglossus stenolepis Pacific halibut 326-76
#> 36 Pleurogrammus monopterygius Atka mackerel 325-76
#> 37 Hippoglossus stenolepis Pacific halibut 324-73
#> 38 Gadus macrocephalus Pacific cod 324-73
#> 39 Hippoglossoides elassodon flathead sole 321-74
#> 40 Lepidopsetta polyxystra northern rock sole 321-74
#> 41 Hippoglossoides elassodon flathead sole 325-76
#> 42 Bathyraja aleutica Aleutian skate 320-74
#> 43 Hemilepidotus jordani yellow Irish lord 326-76
#> 44 Atheresthes stomias arrowtooth flounder 325-76
#> 45 Hippoglossoides elassodon flathead sole 326-76
#> 46 Enteroctopus dofleini giant octopus 320-74
#> 47 Beringraja binoculata big skate 324-73
#> 48 Enteroctopus dofleini giant octopus 324-73
#> 49 Lepidopsetta bilineata southern rock sole 325-76
#> 50 Enteroctopus dofleini giant octopus 325-76
#> 51 Hippoglossoides elassodon flathead sole 320-74
#> 52 Pododesmus macrochisma abalone jingle 325-76
#> 53 Atheresthes stomias arrowtooth flounder 320-73
#> 54 Arctoraja parmifera Alaska skate 326-76
#> 55 Glyptocephalus zachirus rex sole 324-73
#> 56 Enteroctopus dofleini giant octopus 321-74
#> 57 Sebastes alutus Pacific ocean perch 320-74
#> 58 Sebastes variabilis dusky rockfish 320-74
#> 59 Parophrys vetulus English sole 324-73
#> 60 Chionoecetes bairdi Tanner crab 324-73
#> 61 Gadus chalcogrammus walleye pollock 320-74
#> 62 Metridium farcimen gigantic anemone 321-74
#> 63 Glyptocephalus zachirus rex sole 320-74
#> 64 Sebastes polyspinis northern rockfish 320-74
#> 65 Arctoraja parmifera Alaska skate 325-76
#> 66 Hemilepidotus jordani yellow Irish lord 320-74
#> 67 Hexagrammos decagrammus kelp greenling 325-76
#> 68 Tethya sp. ball sponge 325-76
#> 69 Myoxocephalus polyacanthocephalus great sculpin 320-73
#> 70 Anarrhichthys ocellatus wolf-eel 320-73
#> 71 Arctoraja parmifera Alaska skate 324-73
#> 72 Anarrhichthys ocellatus wolf-eel 320-74
#> 73 Monanchora pulchra yellow leafy sponge 325-76
#> 74 Mycale loveni lampshade sponge 326-76
#> 75 Myoxocephalus polyacanthocephalus great sculpin 320-74
#> 76 Clupea pallasii Pacific herring 320-73
#> 77 Myoxocephalus polyacanthocephalus great sculpin 324-73
#> 78 Lepidopsetta bilineata southern rock sole 326-76
#> 79 Squalus suckleyi spiny dogfish 326-76
#> 80 Oncorhynchus keta chum salmon 325-76
#> 81 Anoplopoma fimbria sablefish 324-73
#> 82 Porifera sponge unid. 321-74
#> 83 Pycnopodia helianthoides sunflower sea star 324-73
#> 84 Bathymaster signatus searcher 325-76
#> 85 Myoxocephalus polyacanthocephalus great sculpin 325-76
#> 86 Pleurogrammus monopterygius Atka mackerel 320-73
#> 87 Myoxocephalus polyacanthocephalus great sculpin 326-76
#> 88 Lepidopsetta bilineata southern rock sole 324-73
#> 89 Isodictya rigida orange finger sponge 325-76
#> 90 Fusitriton oregonensis Oregon triton 325-76
#> 91 Atheresthes evermanni Kamchatka flounder 320-74
#> 92 Pleurogrammus monopterygius Atka mackerel 324-73
#> 93 Hemilepidotus jordani yellow Irish lord 321-74
#> 94 Chirona evermanni giant barnacle 320-74
#> 95 Hemilepidotus jordani yellow Irish lord 324-73
#> 96 Sebastes variabilis dusky rockfish 326-76
#> 97 Pleuronectes quadrituberculatus Alaska plaice 324-73
#> 98 Strongylocentrotus droebachiensis green sea urchin 321-74
#> 99 Sebastes variabilis dusky rockfish 325-76
#> 100 Zaprora silenus prowfish 325-76
#> 101 Pleurogrammus monopterygius Atka mackerel 321-74
#> 102 Bathyraja interrupta Bering skate 324-73
#> 103 Sebastes variabilis dusky rockfish 324-73
#> 104 Bathyraja taranetzi mud skate 320-74
#> 105 Hexagrammos decagrammus kelp greenling 320-74
#> 106 Hemitripterus bolini bigmouth sculpin 326-76
#> 107 Hemilepidotus jordani yellow Irish lord 320-73
#> 108 Aptocyclus ventricosus smooth lumpsucker 320-73
#> 109 Lethasterias nanimensis blackspined sea star 325-76
#> 110 Sebastes ciliatus dark rockfish 321-74
#> 111 Pycnopodia helianthoides sunflower sea star 320-74
#> 112 Sebastes alutus Pacific ocean perch 325-76
#> 113 Zoanthidae sp. A hot dog zoanthid 325-76
#> 114 Aptocyclus ventricosus smooth lumpsucker 320-74
#> 115 Cucumaria fallax sea football 325-76
#> 116 Tethya sp. ball sponge 326-76
#> 117 Sebastes variabilis dusky rockfish 321-74
#> 118 Limanda aspera yellowfin sole 321-74
#> 119 Lepidopsetta polyxystra northern rock sole 324-73
#> 120 Gymnocanthus galeatus armorhead sculpin 324-73
#> 121 Gadus chalcogrammus walleye pollock 320-73
#> 122 Lethasterias nanimensis blackspined sea star 320-73
#> 123 Hippoglossoides elassodon flathead sole 320-73
#> 124 Glyptocephalus zachirus rex sole 321-74
#> 125 Malacocottus zonurus darkfin sculpin 326-76
#> 126 Microstomus pacificus Dover sole 326-76
#> 127 Fusitriton oregonensis Oregon triton 324-73
#> 128 Berryteuthis magister magistrate armhook squid 321-74
#> 129 Porifera sponge unid. 326-76
#> 130 Fusitriton oregonensis Oregon triton 321-74
#> 131 Sebastes melanostictus blackspotted rockfish 320-74
#> 132 Malacocottus zonurus darkfin sculpin 320-74
#> 133 Sebastes polyspinis northern rockfish 326-76
#> 134 Atheresthes evermanni Kamchatka flounder 326-76
#> 135 Scyphozoa jellyfish unid. 320-74
#> 136 Thaliacea salp unid. 321-74
#> 137 Pagurus brandti sponge hermit 325-76
#> 138 Sebastes alutus Pacific ocean perch 326-76
#> 139 Metridium farcimen gigantic anemone 320-74
#> 140 Thaliacea salp unid. 324-73
#> 141 Podothecus accipenserinus sturgeon poacher 324-73
#> 142 Gymnocanthus galeatus armorhead sculpin 325-76
#> 143 Lethasterias nanimensis blackspined sea star 326-76
#> 144 Atheresthes evermanni Kamchatka flounder 320-73
#> 145 Gorgonocephalus eucnemis basketstar 324-73
#> 146 Halocynthia aurantium sea peach 326-76
#> 147 Gymnocanthus galeatus armorhead sculpin 326-76
#> 148 Berryteuthis magister magistrate armhook squid 320-74
#> 149 Microstomus pacificus Dover sole 324-73
#> 150 Porifera sponge unid. 324-73
#> 151 Sebastes alutus Pacific ocean perch 324-73
#> 152 Triglops forficatus scissortail sculpin 326-76
#> 153 Fusitriton oregonensis Oregon triton 326-76
#> 154 Sebastes variegatus harlequin rockfish 326-76
#> 155 Porifera sponge unid. 320-74
#> 156 Holothuroidea sea cucumber unid. 320-74
#> 157 Axinella blanca firm finger sponge 326-76
#> 158 Pagurus ochotensis Alaskan hermit 324-73
#> 159 Berryteuthis magister magistrate armhook squid 326-76
#> 160 Berryteuthis magister magistrate armhook squid 324-73
#> 161 Hemilepidotus hemilepidotus red Irish lord 320-73
#> 162 Gorgonocephalus eucnemis basketstar 321-74
#> 163 Isodictya palmata prickly pear sponge 325-76
#> 164 Atheresthes evermanni Kamchatka flounder 324-73
#> 165 Modiolus modiolus northern horsemussel 325-76
#> 166 Crossaster papposus rose sea star 325-76
#> 167 Sebastes polyspinis northern rockfish 324-73
#> 168 Metridium farcimen gigantic anemone 324-73
#> 169 Clupea pallasii Pacific herring 324-73
#> 170 Lethasterias nanimensis blackspined sea star 324-73
#> 171 Chionoecetes bairdi Tanner crab 321-74
#> 172 Strongylocentrotus droebachiensis green sea urchin 320-74
#> 173 Thaliacea salp unid. 320-73
#> 174 Serpulidae serpulid worm 321-74
#> 175 Gymnocanthus galeatus armorhead sculpin 321-74
#> 176 Lethasterias nanimensis blackspined sea star 321-74
#> 177 Scyphozoa jellyfish unid. 324-73
#> 178 Lethasterias nanimensis blackspined sea star 320-74
#> 179 Mediaster aequalis vermilion sea star 325-76
#> 180 Sebastes ciliatus dark rockfish 325-76
#> 181 Crystallichthys cyclospilus blotched snailfish 325-76
#> 182 Strongylocentrotus droebachiensis green sea urchin 326-76
#> 183 Gorgonocephalus eucnemis basketstar 326-76
#> 184 Halocynthia aurantium sea peach 320-73
#> 185 Strongylocentrotus droebachiensis green sea urchin 320-73
#> 186 Ceramaster patagonicus orange bat sea star 325-76
#> 187 Fusitriton oregonensis Oregon triton 320-74
#> 188 Stelodoryx oxeata scapula sponge 324-73
#> 189 Pagurus trigonocheirus fuzzy hermit crab 324-73
#> 190 Axinella blanca firm finger sponge 324-73
#> 191 Pennatuloidea sea whip or sea pen unid. 324-73
#> 192 Virgularia sp. smoothstem seawhip 324-73
#> 193 Pagurus trigonocheirus fuzzy hermit crab 320-74
#> 194 Elassochirus cavimanus purple hermit 325-76
#> 195 Crystallichthys cyclospilus blotched snailfish 320-74
#> 196 Modiolus modiolus northern horsemussel 326-76
#> 197 Sebastes ciliatus dark rockfish 320-74
#> 198 Ceramaster japonicus red bat star 325-76
#> 199 Cheiraster dawsoni fragile sea star 325-76
#> 200 Pagurus brandti sponge hermit 320-74
#> 201 Aphrocallistes vastus clay pipe sponge 325-76
#> 202 Triglops forficatus scissortail sculpin 325-76
#> 203 Pagurus brandti sponge hermit 324-73
#> 204 Strongylocentrotus droebachiensis green sea urchin 324-73
#> 205 Gorgonocephalus eucnemis basketstar 320-74
#> 206 Gorgonocephalus eucnemis basketstar 325-76
#> 207 Gymnocanthus galeatus armorhead sculpin 320-74
#> 208 Pagurus cornutus hornyhand hermit 320-74
#> 209 Acantholithodes hispidus fuzzy crab 325-76
#> 210 Ascidiacea tunicate unid. 326-76
#> 211 Bathymaster signatus searcher 324-73
#> 212 Monanchora pulchra yellow leafy sponge 324-73
#> 213 Pagurus ochotensis Alaskan hermit 321-74
#> 214 Erimacrus isenbeckii horsehair crab 324-73
#> 215 Triglops macellus roughspine sculpin 324-73
#> 216 Scyphozoa jellyfish unid. 320-73
#> 217 Elassochirus cavimanus purple hermit 320-74
#> 218 Bathymaster signatus searcher 326-76
#> 219 Thaliacea salp unid. 320-74
#> 220 Solaster dawsoni morning sun sea star 320-74
#> 221 Atheresthes evermanni Kamchatka flounder 321-74
#> 222 Elassochirus cavimanus purple hermit 321-74
#> 223 Actiniaria sea anemone unid. 320-74
#> 224 Actiniaria sea anemone unid. 326-76
#> 225 Mycale loveni lampshade sponge 324-73
#> 226 Pyrulofusus harpa left-hand whelk 320-74
#> 227 Scyphozoa jellyfish unid. 325-76
#> 228 Crystallichthys cyclospilus blotched snailfish 326-76
#> 229 Pododesmus macrochisma abalone jingle 326-76
#> 230 Elassochirus gilli Pacific red hermit 325-76
#> 231 Scyphozoa jellyfish unid. 321-74
#> 232 Monanchora pulchra yellow leafy sponge 326-76
#> 233 Pagurus confragosus knobbyhand hermit 324-73
#> 234 Modiolus modiolus northern horsemussel 320-74
#> 235 Echinarachnius parma parma sand dollar 321-74
#> 236 Podothecus accipenserinus sturgeon poacher 321-74
#> 237 Axinella blanca firm finger sponge 325-76
#> 238 Sarritor frenatus sawback poacher 324-73
#> 239 Pagurus confragosus knobbyhand hermit 320-74
#> 240 Tethya sp. ball sponge 324-73
#> 241 Pagurus aleuticus Aleutian hermit 324-73
#> 242 Ammodytes sp. sand lance unid. 320-73
#> 243 Ascidiacea tunicate unid. 320-74
#> 244 Annelida worm unid. 324-73
#> 245 Podothecus accipenserinus sturgeon poacher 325-76
#> 246 Thaliacea salp unid. 326-76
#> 247 Pododesmus macrochisma abalone jingle 324-73
#> 248 Elassochirus cavimanus purple hermit 326-76
#> 249 Triglops scepticus spectacled sculpin 320-74
#> 250 Bryozoa bryozoan unid. 326-76
#> 251 Triglops macellus roughspine sculpin 321-74
#> 252 Podothecus accipenserinus sturgeon poacher 320-73
#> 253 Ceramaster japonicus red bat star 326-76
#> 254 Elassochirus tenuimanus widehand hermit crab 326-76
#> 255 Pteraster militaris wrinkled star 325-76
#> 256 Diplopteraster multipes pincushion sea star 326-76
#> 257 Fusitriton oregonensis Oregon triton 320-73
#> 258 Pteraster militaris wrinkled star 326-76
#> 259 Ascidia paratropa glassy tunicate 325-76
#> 260 Pseudarchaster parelii scarlet sea star 325-76
#> 261 Ceramaster patagonicus orange bat sea star 320-74
#> 262 Doris odhneri white night doris 325-76
#> 263 Pagurus confragosus knobbyhand hermit 326-76
#> 264 Sarritor frenatus sawback poacher 321-74
#> 265 Elassochirus tenuimanus widehand hermit crab 321-74
#> 266 Gorgonocephalus eucnemis basketstar 320-73
#> 267 Triglops scepticus spectacled sculpin 326-76
#> 268 Cyanea capillata lion's mane jelly 324-73
#> 269 Serripes notabilis oblique smoothcockle 324-73
#> 270 Chaetopterus sp. parchment tubeworms 324-73
#> 271 Ophiura sarsii notched brittlestar 320-74
#> 272 Diplopteraster multipes pincushion sea star 320-74
#> 273 Sarritor frenatus sawback poacher 326-76
#> 274 Pagurus brandti sponge hermit 326-76
#> 275 Alcyonidium pedunculatum fruit leather bryozoan 320-74
#> 276 Ophiura sarsii notched brittlestar 321-74
#> 277 Hyas lyratus Pacific lyre crab 326-76
#> 278 Chaetopterus sp. parchment tubeworms 325-76
#> 279 Pagurus aleuticus Aleutian hermit 325-76
#> 280 Nudibranchia nudibranch unid. 326-76
#> 281 Elassochirus tenuimanus widehand hermit crab 320-74
#> 282 Crossaster papposus rose sea star 324-73
#> 283 Crossaster papposus rose sea star 321-74
#> 284 Hyas lyratus Pacific lyre crab 320-74
#> 285 Oregonia gracilis graceful decorator crab 324-73
#> 286 Pseudarchaster parelii scarlet sea star 326-76
#> 287 Ophiura sarsii notched brittlestar 326-76
#> 288 Pagurus ochotensis Alaskan hermit 326-76
#> 289 Rhinolithodes wosnessenskii rhinoceros crab 325-76
#> 290 Pseudarchaster parelii scarlet sea star 324-73
#> 291 Nudibranchia nudibranch unid. 324-73
#> 292 Hyas lyratus Pacific lyre crab 321-74
#> 293 Sebastes sp. white spotted red rockfish unid. 326-76
#> 294 Stomphia coccinea swimming anemone 324-73
#> 295 Pagurus aleuticus Aleutian hermit 321-74
#> 296 Pagurus aleuticus Aleutian hermit 320-74
#> 297 Cheiraster dawsoni fragile sea star 321-74
#> 298 Actiniaria sea anemone unid. 321-74
#> 299 Henricia aspera ridged blood star 321-74
#> 300 Rajiformes egg case skate egg case unid. 320-74
#> 301 Ammodytes sp. sand lance unid. 320-74
#> 302 Ceramaster patagonicus orange bat sea star 326-76
#> 303 Sarritor frenatus sawback poacher 325-76
#> 304 Metridium farcimen gigantic anemone 326-76
#> 305 Halocynthia aurantium sea peach 321-74
#> 306 Pseudarchaster parelii scarlet sea star 321-74
#> 307 Cheiraster dawsoni fragile sea star 320-74
#> 308 Aptocyclus ventricosus smooth lumpsucker 326-76
#> 309 Chirona evermanni giant barnacle 324-73
#> 310 Modiolus modiolus northern horsemussel 321-74
#> 311 Rajiformes egg case skate egg case unid. 324-73
#> 312 Cucumaria fallax sea football 320-74
#> 313 Leptychaster arcticus North Pacific sea star 325-76
#> 314 Castaneobuccinum castaneum chestnut whelk 320-74
#> 315 Ophiura sarsii notched brittlestar 320-73
#> 316 Pagurus aleuticus Aleutian hermit 326-76
#> 317 Tritonia tetraquetra rosy Tritonia 326-76
#> 318 Elassochirus tenuimanus widehand hermit crab 325-76
#> 319 Pagurus brandti sponge hermit 321-74
#> 320 Actiniaria sea anemone unid. 324-73
#> 321 Porella compressa flattened bryozoan 325-76
#> 322 Ceramaster arcticus Arctic bat sea star 320-74
#> 323 Mycale loveni lampshade sponge 320-74
#> 324 Porifera sponge unid. 320-73
#> 325 Buccinum plectrum sinuous whelk 320-73
#> 326 Pedicellaster magister majestic sea star 326-76
#> 327 Pagurus capillatus hairy hermit crab 324-73
#> 328 Ctenodiscus crispatus common mud star 321-74
#> 329 Pedicellaster magister majestic sea star 325-76
#> 330 Buccinum scalariforme ladder whelk 326-76
#> 331 Cheiraster dawsoni fragile sea star 326-76
#> 332 Eumicrotremus sp. spiny lumpsuckers 326-76
#> 333 Laqueus erythraeus California lamp shell 326-76
#> 334 Hyas lyratus Pacific lyre crab 324-73
#> 335 Cheiraster dawsoni fragile sea star 324-73
#> 336 Pagurus brandti sponge hermit 320-73
#> 337 Pagurus rathbuni longfinger hermit 324-73
#> 338 Pagurus dalli whiteknee hermit 326-76
#> 339 Labidochirus splendescens splendid hermit 324-73
#> 340 Keenocardium blandum low-rib cockle 320-74
#> 341 Dasycottus setiger spinyhead sculpin 324-73
#> 342 Leptasterias hylodes Aleutian sea star 325-76
#> 343 Periphylla periphylla helmet jelly 321-74
#> 344 Labidochirus splendescens splendid hermit 320-74
#> 345 Isopoda isopod unid. 326-76
#> 346 Ophiuroidea brittlestar unid. 326-76
#> 347 Bulbus fragilis fragile moonsnail 320-73
#> 348 Notostomum cyclostomum striped sea leech 320-73
#> 349 Argis lar kuro argid 324-73
#> 350 Rhamphocottus richardsonii grunt sculpin 321-74
#> 351 Pagurus tanneri longhand hermit 324-73
#> 352 Styela rustica sea potato 320-74
#> 353 Hydroidolina hydroid unid. 326-76
#> 354 Cryptonatica aleutica Aleutian moonsnail 321-74
#> 355 Nudibranchia nudibranch unid. 325-76
#> 356 Ophiura sarsii notched brittlestar 325-76
#> 357 Oregonia gracilis graceful decorator crab 325-76
#> 358 Bryozoa bryozoan unid. 320-74
#> 359 Crangon dalli ridged Crangon 324-73
#> 360 Chaetopterus sp. parchment tubeworms 321-74
#> 361 Eunoe nodosa giant scale worm 320-74
#> 362 Ophiuroidea brittlestar unid. 320-74
#> 363 Paguridae hermit crab unid. 320-74
#> 364 Polychaeta polychaete worm unid. 320-74
#> 365 Ciliatocardium ciliatum hairy cockle 324-73
#> 366 Stomphia coccinea swimming anemone 321-74
#> 367 Hydroidolina hydroid unid. 320-74
#> 368 Eunoe nodosa giant scale worm 324-73
#> count weight_kg cpue_kgkm2 cpue_nokm2 Freq
#> 1 1497.4 1789.34 94902.36 80347.06 25
#> 2 1234.3 1251.75 55114.50 54838.15 34
#> 3 854.2 784.69 35510.05 38670.66 34
#> 4 423.0 407.05 15854.10 16269.08 34
#> 5 258.0 230.71 10309.60 11631.29 34
#> 6 221.2 151.60 6297.82 9178.62 39
#> 7 156.0 122.81 5322.45 6727.62 36
#> 8 NaN 94.37 4367.10 0.00 16
#> 9 NaN 84.54 3852.22 0.00 3
#> 10 NaN 74.86 3438.86 0.00 8
#> 11 150.2 77.45 3416.72 6626.83 38
#> 12 23.0 70.91 3113.01 1012.85 41
#> 13 47.3 69.07 2993.11 2049.81 41
#> 14 31.1 62.01 2889.40 1430.62 41
#> 15 144.2 70.02 2871.40 5917.14 39
#> 16 78.8 57.65 2582.22 3502.65 36
#> 17 111.3 56.72 2534.58 5006.63 39
#> 18 40.8 60.12 2446.28 1661.49 25
#> 19 NaN 43.86 2421.75 0.00 3
#> 20 200.9 58.01 2263.72 8033.58 39
#> 21 88.0 45.95 2131.78 4082.63 10
#> 22 22.0 43.21 1917.41 970.52 41
#> 23 108.7 42.69 1885.36 4838.62 38
#> 24 29.2 42.39 1857.68 1291.25 42
#> 25 80.6 40.60 1745.75 3487.95 38
#> 26 28.7 38.12 1681.20 1245.72 42
#> 27 41.8 37.27 1648.29 1844.99 42
#> 28 17.2 33.80 1425.89 714.21 41
#> 29 33.0 26.45 1188.56 1487.43 34
#> 30 24.5 27.32 1184.01 1067.25 42
#> 31 35.5 26.88 1176.37 1553.87 36
#> 32 51.6 24.46 1113.64 2350.01 38
#> 33 1.0 25.80 1108.64 42.97 1
#> 34 132.5 25.88 1038.67 5326.48 32
#> 35 13.6 20.94 1032.25 632.12 42
#> 36 18.0 21.93 962.55 799.10 25
#> 37 13.1 22.24 883.73 516.84 42
#> 38 12.8 21.63 878.48 518.49 41
#> 39 28.2 19.76 825.23 1182.22 32
#> 40 39.7 19.34 811.66 1653.08 38
#> 41 27.0 18.41 797.25 1170.00 32
#> 42 1.0 18.78 732.43 39.00 1
#> 43 22.3 15.67 713.58 1014.33 34
#> 44 29.7 15.60 706.91 1346.77 39
#> 45 26.7 15.15 645.96 1132.80 32
#> 46 2.0 14.03 580.53 83.59 9
#> 47 1.0 15.41 569.75 36.99 2
#> 48 1.2 13.81 537.63 48.98 9
#> 49 18.0 12.20 534.53 794.72 36
#> 50 1.0 11.13 516.36 46.39 9
#> 51 14.4 11.54 511.25 635.90 32
#> 52 114.0 10.46 483.02 2619.58 8
#> 53 17.5 10.06 460.45 821.13 39
#> 54 1.0 9.20 459.19 49.91 6
#> 55 39.0 10.69 432.37 1573.45 16
#> 56 1.0 10.25 428.98 41.85 9
#> 57 24.0 10.62 416.61 941.29 11
#> 58 12.0 9.85 402.84 490.12 8
#> 59 12.0 10.09 375.29 440.23 2
#> 60 21.3 9.00 368.95 859.29 8
#> 61 7.8 7.46 303.01 312.63 34
#> 62 30.5 6.73 290.40 1331.68 8
#> 63 10.3 6.59 282.28 443.79 16
#> 64 11.0 7.00 279.66 440.75 10
#> 65 1.0 5.98 274.83 45.96 6
#> 66 9.0 6.48 273.66 380.43 34
#> 67 14.7 5.45 248.30 673.30 5
#> 68 NaN 5.08 235.68 0.00 3
#> 69 1.0 4.46 233.08 52.31 13
#> 70 1.0 5.28 231.61 43.92 3
#> 71 1.2 5.21 208.19 50.19 6
#> 72 1.0 4.48 202.69 45.24 3
#> 73 NaN 4.32 193.94 0.00 4
#> 74 NaN 3.52 192.81 0.00 8
#> 75 1.5 4.20 189.18 67.49 13
#> 76 10.0 4.32 186.14 430.87 2
#> 77 2.1 4.34 173.41 84.65 13
#> 78 4.2 3.66 171.97 195.02 36
#> 79 1.0 3.10 154.73 49.91 1
#> 80 1.0 3.12 143.39 45.96 1
#> 81 4.7 3.40 137.83 188.52 3
#> 82 NaN 3.28 137.11 0.00 16
#> 83 1.3 3.51 130.05 50.03 4
#> 84 10.0 2.75 126.46 460.01 4
#> 85 1.0 2.72 126.19 46.39 13
#> 86 4.0 2.81 125.57 181.32 25
#> 87 1.0 3.08 123.35 39.98 13
#> 88 2.8 3.04 121.64 111.84 36
#> 89 NaN 2.60 120.62 0.00 1
#> 90 48.3 2.56 117.78 2228.10 29
#> 91 5.5 2.81 115.01 231.92 14
#> 92 3.0 2.53 97.77 115.94 25
#> 93 2.0 2.25 91.84 82.00 34
#> 94 NaN 1.97 83.31 0.00 3
#> 95 3.3 2.04 80.51 129.83 34
#> 96 1.0 1.60 79.96 49.91 8
#> 97 1.0 2.03 78.61 38.65 1
#> 98 29.0 2.10 77.66 1079.90 9
#> 99 4.0 1.63 75.71 185.57 8
#> 100 1.0 1.59 73.86 46.39 1
#> 101 2.0 1.67 72.86 86.28 25
#> 102 1.0 1.85 72.82 39.36 1
#> 103 4.3 1.75 71.21 177.16 8
#> 104 1.0 1.72 69.43 40.32 1
#> 105 3.0 1.48 67.66 135.87 5
#> 106 1.3 1.30 67.22 65.20 3
#> 107 1.7 1.38 65.32 81.23 34
#> 108 1.0 1.41 63.18 44.68 3
#> 109 10.0 1.35 61.95 459.58 8
#> 110 1.0 1.33 60.04 45.28 3
#> 111 1.0 1.32 59.41 45.01 4
#> 112 15.3 1.30 59.24 699.86 11
#> 113 NaN 1.23 56.53 0.00 1
#> 114 1.0 1.11 50.22 45.24 3
#> 115 2.5 1.08 49.94 115.55 3
#> 116 NaN 0.84 46.38 0.00 3
#> 117 1.0 1.28 46.23 36.06 8
#> 118 1.0 1.00 45.10 45.28 1
#> 119 2.2 1.13 45.05 87.06 38
#> 120 4.2 1.04 43.82 178.38 14
#> 121 1.7 0.86 42.73 81.76 34
#> 122 3.0 0.79 41.11 156.92 8
#> 123 1.0 0.95 40.76 43.09 32
#> 124 1.5 0.92 40.36 64.06 16
#> 125 2.0 0.98 38.98 79.97 2
#> 126 3.0 0.92 36.59 119.95 4
#> 127 25.2 0.92 35.40 979.53 29
#> 128 3.5 0.80 34.83 150.84 7
#> 129 NaN 0.71 34.15 0.00 16
#> 130 14.2 0.73 31.41 616.73 29
#> 131 1.0 0.77 31.05 40.32 1
#> 132 1.0 0.73 29.51 40.32 2
#> 133 1.0 0.65 29.40 47.60 10
#> 134 2.0 0.67 29.24 87.78 14
#> 135 1.0 0.64 28.84 13.00 8
#> 136 NaN 0.70 27.05 0.00 10
#> 137 15.5 0.59 27.03 712.78 9
#> 138 3.0 0.58 26.95 141.65 11
#> 139 4.0 0.55 25.37 183.98 8
#> 140 5.0 0.62 25.21 65.60 10
#> 141 7.8 0.59 24.03 321.68 12
#> 142 2.0 0.52 23.07 88.85 14
#> 143 3.0 0.45 22.58 147.04 8
#> 144 2.0 0.52 22.50 87.36 14
#> 145 2.2 0.57 22.21 87.75 13
#> 146 4.5 0.50 21.98 199.86 4
#> 147 1.7 0.43 19.77 75.99 14
#> 148 2.0 0.44 19.72 89.61 7
#> 149 2.3 0.53 19.20 85.12 4
#> 150 NaN 0.46 19.16 0.00 16
#> 151 5.0 0.45 18.86 210.62 11
#> 152 4.2 0.39 18.43 197.78 7
#> 153 9.5 0.41 18.09 423.45 29
#> 154 1.0 0.32 17.89 55.22 1
#> 155 NaN 0.39 17.84 0.00 16
#> 156 11.0 0.44 17.74 443.51 1
#> 157 NaN 0.32 17.45 0.00 4
#> 158 15.0 0.44 17.40 590.40 5
#> 159 1.5 0.38 17.18 68.03 7
#> 160 2.0 0.43 17.15 80.13 7
#> 161 1.0 0.39 17.04 43.68 1
#> 162 3.5 0.34 15.69 162.66 13
#> 163 NaN 0.36 15.61 0.00 1
#> 164 4.0 0.37 15.33 166.30 14
#> 165 10.5 0.32 14.90 485.17 9
#> 166 8.0 0.31 14.43 367.66 5
#> 167 1.2 0.36 14.39 51.27 10
#> 168 3.0 0.36 14.17 118.08 8
#> 169 1.0 0.37 14.14 38.65 2
#> 170 3.0 0.34 14.08 125.67 8
#> 171 2.0 0.30 13.87 93.74 8
#> 172 4.5 0.34 13.69 183.47 9
#> 173 NaN 0.29 12.78 0.00 10
#> 174 NaN 0.29 12.30 0.00 1
#> 175 1.7 0.28 12.13 73.42 14
#> 176 1.0 0.27 11.85 44.92 8
#> 177 1.0 0.29 11.21 38.65 8
#> 178 1.0 0.27 11.05 40.32 8
#> 179 4.0 0.23 10.66 183.83 1
#> 180 1.0 0.23 10.39 45.96 3
#> 181 1.0 0.22 10.30 46.39 3
#> 182 5.3 0.22 10.09 241.23 9
#> 183 1.0 0.21 9.88 47.04 13
#> 184 1.0 0.22 9.70 43.68 4
#> 185 7.0 0.18 9.42 366.15 9
#> 186 4.0 0.20 9.28 185.57 3
#> 187 7.4 0.21 9.00 313.22 29
#> 188 NaN 0.23 8.89 0.00 1
#> 189 1.0 0.21 8.69 38.61 3
#> 190 NaN 0.20 8.63 0.00 4
#> 191 1.0 0.24 8.48 35.33 1
#> 192 1.0 0.24 8.48 35.33 1
#> 193 5.0 0.19 8.45 227.07 3
#> 194 5.0 0.18 8.18 229.79 8
#> 195 1.0 0.18 8.05 45.24 3
#> 196 2.0 0.17 8.05 88.81 9
#> 197 1.0 0.20 7.98 40.32 3
#> 198 3.0 0.17 7.72 137.87 2
#> 199 11.0 0.17 7.72 505.53 5
#> 200 9.0 0.18 7.38 364.80 9
#> 201 NaN 0.16 7.19 0.00 1
#> 202 5.0 0.16 7.17 229.79 7
#> 203 8.0 0.17 7.16 341.10 9
#> 204 1.0 0.18 7.13 40.07 9
#> 205 1.0 0.17 7.07 42.81 13
#> 206 2.0 0.14 6.73 92.79 13
#> 207 2.0 0.16 6.54 84.35 14
#> 208 5.0 0.16 6.29 201.60 1
#> 209 4.0 0.14 6.25 183.83 1
#> 210 13.0 0.14 6.23 578.66 2
#> 211 1.0 0.15 6.19 40.75 4
#> 212 NaN 0.14 6.19 0.00 4
#> 213 2.5 0.15 6.15 106.36 5
#> 214 1.0 0.15 6.12 41.89 1
#> 215 3.0 0.16 6.10 116.07 3
#> 216 NaN 0.13 5.90 0.00 8
#> 217 5.3 0.14 5.88 224.81 8
#> 218 1.0 0.13 5.88 44.51 4
#> 219 NaN 0.13 5.73 0.00 10
#> 220 1.0 0.14 5.48 40.32 1
#> 221 4.0 0.13 5.27 167.41 14
#> 222 2.5 0.14 5.16 93.04 8
#> 223 2.0 0.11 4.59 87.54 7
#> 224 2.0 0.10 4.59 88.19 7
#> 225 1.0 0.10 4.36 21.49 8
#> 226 2.0 0.10 4.19 80.64 1
#> 227 2.0 0.09 4.18 46.39 8
#> 228 1.0 0.08 4.06 48.39 3
#> 229 1.6 0.08 4.05 80.41 8
#> 230 2.0 0.09 3.94 92.79 1
#> 231 1.0 0.11 3.89 36.06 8
#> 232 NaN 0.07 3.87 0.00 4
#> 233 3.0 0.10 3.86 119.53 5
#> 234 1.0 0.08 3.83 45.02 9
#> 235 3.0 0.08 3.75 133.53 2
#> 236 1.2 0.09 3.73 51.53 12
#> 237 NaN 0.08 3.68 0.00 4
#> 238 2.0 0.09 3.60 79.07 5
#> 239 4.5 0.08 3.58 186.53 5
#> 240 1.0 0.09 3.53 40.07 3
#> 241 2.8 0.09 3.51 113.09 9
#> 242 2.0 0.08 3.45 86.17 3
#> 243 NaN 0.08 3.39 0.00 2
#> 244 NaN 0.08 3.37 0.00 1
#> 245 1.0 0.07 3.34 46.39 12
#> 246 1.0 0.07 3.29 47.04 10
#> 247 1.0 0.08 3.27 41.89 8
#> 248 2.0 0.07 3.24 90.96 8
#> 249 3.0 0.08 3.22 124.96 4
#> 250 NaN 0.07 3.12 0.00 2
#> 251 1.0 0.07 3.09 46.87 3
#> 252 1.0 0.06 2.93 52.31 12
#> 253 1.0 0.06 2.90 48.39 2
#> 254 2.0 0.07 2.88 87.35 7
#> 255 1.5 0.06 2.73 69.37 3
#> 256 1.0 0.06 2.70 43.62 2
#> 257 2.0 0.06 2.67 86.17 29
#> 258 3.0 0.06 2.67 133.54 3
#> 259 1.0 0.06 2.67 45.96 1
#> 260 2.0 0.06 2.67 91.92 4
#> 261 1.0 0.06 2.63 45.41 3
#> 262 2.0 0.06 2.55 92.79 1
#> 263 1.0 0.06 2.45 44.51 5
#> 264 1.0 0.06 2.44 40.62 5
#> 265 1.5 0.06 2.42 59.49 7
#> 266 1.0 0.06 2.41 43.09 13
#> 267 1.5 0.06 2.41 62.24 4
#> 268 1.0 0.05 2.26 41.89 1
#> 269 2.0 0.05 2.26 83.78 1
#> 270 NaN 0.05 2.20 0.00 3
#> 271 6.8 0.05 2.20 294.84 14
#> 272 1.0 0.05 2.18 40.32 2
#> 273 1.0 0.05 2.14 44.51 5
#> 274 2.0 0.04 2.10 99.82 9
#> 275 NaN 0.04 2.00 0.00 1
#> 276 11.8 0.05 1.97 496.44 14
#> 277 2.0 0.04 1.96 90.96 10
#> 278 NaN 0.04 1.93 0.00 3
#> 279 2.0 0.04 1.75 91.92 9
#> 280 1.0 0.04 1.74 48.39 3
#> 281 2.5 0.04 1.71 112.19 7
#> 282 1.0 0.04 1.69 39.97 5
#> 283 1.0 0.04 1.69 46.87 5
#> 284 2.8 0.04 1.66 115.62 10
#> 285 1.0 0.04 1.65 39.36 2
#> 286 1.0 0.03 1.65 48.39 4
#> 287 4.0 0.03 1.60 199.65 14
#> 288 2.0 0.04 1.57 88.61 5
#> 289 1.0 0.03 1.56 45.96 1
#> 290 1.0 0.04 1.51 41.89 4
#> 291 1.0 0.04 1.47 40.75 3
#> 292 1.0 0.03 1.41 41.59 10
#> 293 2.0 0.03 1.40 99.82 1
#> 294 1.0 0.03 1.34 39.36 2
#> 295 1.0 0.03 1.24 42.35 9
#> 296 1.0 0.03 1.24 44.19 9
#> 297 1.0 0.03 1.23 44.09 5
#> 298 2.0 0.03 1.22 93.74 7
#> 299 1.0 0.03 1.22 46.87 1
#> 300 4.0 0.03 1.17 90.01 3
#> 301 1.0 0.03 1.14 45.62 3
#> 302 1.0 0.03 1.13 43.62 3
#> 303 1.0 0.02 1.11 46.39 5
#> 304 1.0 0.02 0.96 43.62 8
#> 305 1.0 0.02 0.94 46.87 4
#> 306 1.0 0.02 0.94 46.87 4
#> 307 2.0 0.02 0.89 80.64 5
#> 308 3.0 0.02 0.87 145.17 3
#> 309 NaN 0.02 0.85 0.00 3
#> 310 1.0 0.02 0.85 44.36 9
#> 311 NaN 0.02 0.81 0.00 3
#> 312 1.0 0.02 0.75 46.62 3
#> 313 1.0 0.02 0.74 45.96 1
#> 314 1.0 0.02 0.73 40.32 1
#> 315 3.0 0.01 0.69 133.87 14
#> 316 1.0 0.01 0.67 44.51 9
#> 317 1.0 0.01 0.67 44.51 1
#> 318 1.0 0.01 0.67 46.18 7
#> 319 1.5 0.02 0.66 59.88 9
#> 320 1.0 0.02 0.65 40.75 7
#> 321 NaN 0.01 0.64 0.00 1
#> 322 1.0 0.01 0.63 45.24 1
#> 323 NaN 0.01 0.54 0.00 8
#> 324 NaN 0.01 0.54 0.00 16
#> 325 1.0 0.01 0.54 44.68 1
#> 326 1.0 0.01 0.48 48.39 2
#> 327 1.0 0.01 0.47 39.36 1
#> 328 1.0 0.01 0.47 46.87 1
#> 329 2.0 0.01 0.46 91.92 2
#> 330 1.0 0.01 0.45 44.51 1
#> 331 1.0 0.01 0.45 44.51 5
#> 332 2.0 0.01 0.45 89.02 1
#> 333 1.0 0.01 0.45 44.51 1
#> 334 1.0 0.01 0.43 42.64 10
#> 335 1.0 0.01 0.42 41.89 5
#> 336 1.0 0.01 0.35 44.01 9
#> 337 1.0 0.01 0.34 41.89 1
#> 338 1.0 0.01 0.33 55.22 1
#> 339 1.0 0.01 0.33 40.75 2
#> 340 1.0 0.01 0.32 40.32 1
#> 341 1.0 0.01 0.32 40.07 1
#> 342 2.0 0.01 0.28 91.92 1
#> 343 1.0 0.01 0.25 41.85 1
#> 344 1.0 0.01 0.24 40.32 2
#> 345 1.0 0.00 0.22 44.51 1
#> 346 1.0 0.00 0.22 44.51 2
#> 347 1.0 0.00 0.22 43.68 1
#> 348 1.0 0.00 0.18 44.01 1
#> 349 1.0 0.00 0.17 42.97 1
#> 350 1.0 0.00 0.17 41.85 1
#> 351 1.0 0.00 0.16 40.07 1
#> 352 1.0 0.00 0.13 20.16 2
#> 353 NaN 0.00 0.10 0.00 2
#> 354 1.0 0.00 0.09 46.87 1
#> 355 1.0 0.00 0.09 45.96 3
#> 356 1.0 0.00 0.09 45.96 14
#> 357 1.0 0.00 0.09 45.96 2
#> 358 NaN 0.00 0.09 0.00 2
#> 359 1.0 0.00 0.09 42.64 1
#> 360 NaN 0.00 0.08 0.00 3
#> 361 1.0 0.00 0.08 40.32 2
#> 362 1.0 0.00 0.08 40.32 2
#> 363 3.0 0.00 0.08 120.96 1
#> 364 1.0 0.00 0.08 40.32 1
#> 365 1.0 0.00 0.08 39.36 1
#> 366 1.0 0.00 0.07 36.06 2
#> 367 NaN 0.00 0.04 0.00 2
#> 368 1.0 0.00 0.04 38.65 2
#>
#> $haul
#> year station haul stratum vessel_name date_time
#> 1 2000 320-74 9 721 DOMINATOR 2000-05-21 15:00:00
#> 2 2000 321-74 10 721 DOMINATOR 2000-05-21 16:35:35
#> 3 2000 321-74 10 721 VESTERAALEN 2000-05-22 07:38:55
#> 4 2000 324-73 6 721 VESTERAALEN 2000-05-21 07:36:15
#> 5 2000 326-76 7 722 DOMINATOR 2000-05-21 09:59:38
#> 6 2002 320-73 27 721 VESTERAALEN 2002-05-23 14:57:45
#> 7 2002 320-74 28 721 VESTERAALEN 2002-05-23 15:53:07
#> 8 2002 321-74 23 721 VESTERAALEN 2002-05-22 12:37:05
#> 9 2002 324-73 16 721 VESTERAALEN 2002-05-20 08:47:20
#> 10 2004 320-73 6 721 GLADIATOR 2004-06-08 07:16:35
#> 11 2004 320-74 7 721 SEA STORM 2004-06-08 12:14:10
#> 12 2004 321-74 1 721 GLADIATOR 2004-06-06 14:06:11
#> 13 2004 324-73 5 721 GLADIATOR 2004-06-07 17:09:12
#> 14 2004 326-76 4 721 SEA STORM 2004-06-07 17:51:19
#> 15 2006 320-74 7 722 GLADIATOR 2006-06-07 14:18:43
#> 16 2006 321-74 7 721 SEA STORM 2006-06-08 09:39:09
#> 17 2006 324-73 6 721 SEA STORM 2006-06-08 07:12:11
#> 18 2006 325-76 5 721 SEA STORM 2006-06-07 16:25:03
#> 19 2010 320-73 5 721 OCEAN EXPLORER 2010-06-10 13:05:42
#> 20 2010 324-73 3 721 OCEAN EXPLORER 2010-06-10 07:12:59
#> 21 2010 325-76 7 721 SEA STORM 2010-06-11 10:47:39
#> 22 2010 326-76 4 721 SEA STORM 2010-06-10 14:47:59
#> 23 2010 326-76 3 722 SEA STORM 2010-06-10 11:11:17
#> 24 2012 320-73 7 721 OCEAN EXPLORER 2012-06-10 07:03:03
#> 25 2012 320-74 7 722 SEA STORM 2012-06-09 08:11:36
#> 26 2012 320-74 1 721 SEA STORM 2012-06-08 07:27:27
#> 27 2012 321-74 6 721 OCEAN EXPLORER 2012-06-09 16:34:38
#> 28 2012 326-76 1 722 OCEAN EXPLORER 2012-06-09 07:10:55
#> 29 2012 326-76 4 721 SEA STORM 2012-06-08 14:16:40
#> 30 2014 320-74 6 721 SEA STORM 2014-06-12 13:26:56
#> 31 2014 320-74 3 722 SEA STORM 2014-06-11 16:00:45
#> 32 2014 321-74 1 721 ALASKA PROVIDER 2014-06-11 17:40:03
#> 33 2014 326-76 5 722 ALASKA PROVIDER 2014-06-12 14:34:14
#> 34 2016 320-73 3 721 ALASKA PROVIDER 2016-06-07 15:15:11
#> 35 2016 320-74 7 722 SEA STORM 2016-06-08 09:23:26
#> 36 2016 320-74 5 721 SEA STORM 2016-06-07 18:04:38
#> 37 2016 324-73 4 721 SEA STORM 2016-06-07 16:05:45
#> 38 2018 320-73 10 721 SEA STORM 2018-06-11 17:28:48
#> 39 2018 320-74 9 722 SEA STORM 2018-06-11 15:08:22
#> 40 2018 324-73 1 721 OCEAN EXPLORER 2018-06-09 07:27:06
#> 41 2018 325-76 2 721 OCEAN EXPLORER 2018-06-09 11:58:02
#> 42 2022 324-73 6 721 OCEAN EXPLORER 2022-06-11 08:10:18
#> 43 2022 326-76 5 722 OCEAN EXPLORER 2022-06-10 15:59:58
#> latitude_dd_start longitude_dd_start bottom_temperature_c
#> 1 54.22348 -166.0363 4.3
#> 2 54.23911 -165.9106 4.3
#> 3 54.25416 -165.9284 4.2
#> 4 54.20465 -165.7477 4.2
#> 5 54.35204 -165.5665 4.2
#> 6 54.21785 -166.0437 4.3
#> 7 54.23024 -166.0035 4.5
#> 8 54.24220 -165.9348 4.7
#> 9 54.20549 -165.7466 4.5
#> 10 54.20921 -166.0613 5.2
#> 11 54.23151 -165.9993 5.2
#> 12 54.25199 -165.9398 5.0
#> 13 54.20250 -165.7467 5.2
#> 14 54.34954 -165.6114 4.4
#> 15 54.25761 -165.9996 4.1
#> 16 54.25770 -165.9099 5.1
#> 17 54.21174 -165.7529 4.9
#> 18 54.34783 -165.6215 4.6
#> 19 54.21217 -166.0394 4.7
#> 20 54.19405 -165.7223 4.7
#> 21 54.34708 -165.6544 4.1
#> 22 54.33688 -165.5711 4.2
#> 23 54.34305 -165.5495 4.2
#> 24 54.21403 -166.0355 4.1
#> 25 54.24643 -166.0219 3.7
#> 26 54.24227 -165.9876 4.0
#> 27 54.24130 -165.9455 4.1
#> 28 54.34417 -165.5489 3.7
#> 29 54.33457 -165.5654 3.7
#> 30 54.21945 -166.0375 5.0
#> 31 54.24728 -166.0211 4.5
#> 32 54.23909 -165.9084 5.7
#> 33 54.34741 -165.5540 4.4
#> 34 54.20566 -166.0491 6.3
#> 35 54.25784 -166.0004 6.2
#> 36 54.22642 -166.0167 6.4
#> 37 54.21666 -165.7556 6.4
#> 38 54.21682 -166.0323 5.6
#> 39 54.24662 -166.0222 4.5
#> 40 54.21011 -165.7440 5.3
#> 41 54.35293 -165.5989 5.0
#> 42 54.21109 -165.7537 5.3
#> 43 54.34763 -165.5462 4.7
#> surface_temperature_c depth_m distance_fished_km net_width_m net_height_m
#> 1 4.8 77 1.637 15.623 7.026
#> 2 4.9 61 1.549 15.021 7.625
#> 3 4.1 92 1.537 16.016 7.000
#> 4 4.1 93 1.491 16.740 6.783
#> 5 4.9 115 1.353 14.808 7.361
#> 6 4.8 82 1.442 13.258 8.361
#> 7 5.0 71 1.438 14.918 7.530
#> 8 4.8 62 1.454 15.190 7.503
#> 9 5.2 93 1.425 16.331 7.773
#> 10 5.8 82 1.491 15.010 7.998
#> 11 5.6 71 1.448 15.475 7.723
#> 12 5.4 89 1.807 15.348 NA
#> 13 6.6 91 1.578 16.398 7.396
#> 14 6.1 83 1.257 14.408 8.502
#> 15 5.5 109 1.454 15.565 6.925
#> 16 5.4 90 1.425 14.972 7.218
#> 17 6.4 92 1.473 16.206 5.371
#> 18 6.1 85 1.408 15.454 6.992
#> 19 4.9 61 1.487 15.280 7.434
#> 20 5.2 92 1.530 15.329 7.384
#> 21 4.9 86 1.364 17.091 6.945
#> 22 5.2 89 1.441 15.889 6.640
#> 23 5.2 108 1.463 15.670 6.639
#> 24 4.2 60 1.615 14.175 7.906
#> 25 4.3 109 1.426 15.822 6.996
#> 26 4.6 95 1.498 14.431 7.739
#> 27 4.3 62 1.573 14.420 7.494
#> 28 4.0 112 1.575 14.264 7.755
#> 29 4.2 96 1.436 14.805 7.375
#> 30 6.4 73 1.501 14.725 6.267
#> 31 6.4 110 1.543 16.074 6.041
#> 32 6.3 69 1.578 15.142 7.007
#> 33 6.3 122 1.277 16.183 6.198
#> 34 7.1 61 1.526 15.209 5.907
#> 35 6.9 110 1.441 15.281 7.178
#> 36 7.4 74 1.515 14.666 7.647
#> 37 7.6 93 1.436 17.091 6.704
#> 38 5.8 63 1.436 15.560 6.568
#> 39 7.0 109 1.451 17.671 6.146
#> 40 NA 96 1.549 16.402 4.755
#> 41 6.2 83 1.321 16.317 5.575
#> 42 6.2 91 1.438 19.682 5.069
#> 43 6.0 129 1.508 16.585 5.643
#> area_swept_km2 duration_hr total_weight_kg
#> 1 0.025575 0.280 134.04
#> 2 0.023268 0.280 331.83
#> 3 0.024617 0.280 331.83
#> 4 0.024959 0.270 1014.23
#> 5 0.020035 0.290 980.33
#> 6 0.019118 0.260 77.91
#> 7 0.021452 0.260 217.12
#> 8 0.022086 0.260 4055.00
#> 9 0.023272 0.290 183.04
#> 10 0.022380 0.270 270.23
#> 11 0.022408 0.270 538.84
#> 12 0.027734 0.350 339.77
#> 13 0.025876 0.280 988.46
#> 14 0.018111 0.230 11793.00
#> 15 0.022632 0.277 541.80
#> 16 0.021335 0.264 268.14
#> 17 0.023871 0.270 401.73
#> 18 0.021759 0.262 577.60
#> 19 0.022721 0.269 407.52
#> 20 0.023453 0.286 434.93
#> 21 0.023312 0.248 3038.58
#> 22 0.022896 0.261 3475.82
#> 23 0.022925 0.262 3475.82
#> 24 0.022893 0.289 101.15
#> 25 0.022562 0.267 89.89
#> 26 0.021618 0.274 89.89
#> 27 0.022683 0.286 496.86
#> 28 0.022466 0.282 189.13
#> 29 0.021260 0.269 189.13
#> 30 0.022102 0.278 872.01
#> 31 0.024802 0.279 872.01
#> 32 0.023894 0.289 252.24
#> 33 0.020666 0.250 131.01
#> 34 0.023209 0.272 590.05
#> 35 0.022020 0.265 410.23
#> 36 0.022219 0.274 410.23
#> 37 0.024543 0.269 111.26
#> 38 0.022344 0.294 32.12
#> 39 0.025641 0.269 867.17
#> 40 0.025407 0.274 571.17
#> 41 0.021555 0.239 1735.27
#> 42 0.028303 0.258 1017.75
#> 43 0.025010 0.274 941.97
#>
## for default 10 years and nearby stations for Bering Flounder (0 results returned!) ---
get_catch_haul_history(
survey = "AI",
species_codes = 10140, # Bering flounder which would be VERY unlikely to be found
years = NA, # default
station = "324-73",
grid_buffer = 3)
#> [1] "Your quiery returned 0 results."