Skip to main content
Log in

Evaluating drivers of spatial variability in lingcod, Ophiodon elongatus, reproduction along the US West Coast

  • Published:
Environmental Biology of Fishes Aims and scope Submit manuscript

Abstract

Examining variation in reproduction (estimates of maturity and adult skip spawning) over time and space provides vital information on stock structure for managing coast-wide species; however, it is equally important to identify the drivers of variability, i.e., fishing pressure, genetics, and oceanographic conditions. The 2021 lingcod, Ophiodon elongatus, stock assessments used separate population models, north and south of 40°10′ N, based on evidence of distinct population clusters and historical fishery trends. We collected 1035 lingcod ovaries along the US West Coast over seven years (2013–2019) to evaluate trends in reproduction and inform stock management decisions. We estimated biological (physiological maturity) and functional (potential spawners) length (L50) and age (A50) at 50% maturity across eight regions: coast-wide, between management areas (north and south of 40°10′ N), genetic stocks (north and south of 38°17′ N), and among important biogeographic regions including Cape Mendocino, California (north of 40°10′ N), the Central coast (40°10′–34°26′ N), and Pt. Conception, California (south of 34°26′ N). Regional biological L50 and A50 maturity estimates (43.36–52.75 cm and 1.66–2.88 years) were smaller than functional maturity (46.31–56.65 cm and 1.89–3.23 years). Overall, regional analyses showed a decline in size and age at 50% maturity with decreasing latitude, with females south of Pt. Conception reaching maturity at much smaller sizes and younger ages than their northern counterparts. These regional estimates of maturity add to the growing body of literature that seeks to determine the best spatial management plan for lingcod sub-populations.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Data availability

The datasets and analysis generated for this study are available from the corresponding author on reasonable request. Data collected by NOAA’s West Coast Groundfish Bottomtrawl and Southern California Bight shelf rockfish hook and line surveys can be accessed via: https://www.webapps.nwfsc.noaa.gov/data/map.

References

  • Beamish RJ, Chilton D (1977) Age determination of Lingcod (Ophiodon elongatus) using dorsal fin rays and scales. J Fish Res Board Can 34(9):1305–1313

    Article  Google Scholar 

  • Beaudreau AH, Essington TE (2007) Spatial, temporal, and ontogenetic patterns of predation on rockfishes by Lingcod. Trans Am Fish Soc 136:1438–1452. https://doi.org/10.1577/T06-236.1

    Article  Google Scholar 

  • Bradburn M, Keller AA, Horness BH (2011) The 2003 to 2008 U.S. West Coast bottom trawl surveys of groundfish resources off Washington, Oregon, and California: estimates of distribution, abundance, length and age composition. U.S. Dept Commer NOAA Tech Memo NMFS-NWFSC-114

    Google Scholar 

  • Brodeur RD, Buckley TW, Lang GM, Draper DL, Buchanan JC, Hibpshman RE (2021) Demersal fish predators of gelatinous zooplankton in the Northeast Pacific Ocean. Mar Ecol Prog Ser 658:89–104

    Article  Google Scholar 

  • Broitman BR, Blanchette CA, Menge BA, Lubchenco J, Krenz C, Foley M, Raimondi PT, Lohse D, Gaines SD (2008) Spatial and temporal patterns of invertebrate recruitment along the West Coast of the United States. Ecol Monogr 78:403–421

    Article  Google Scholar 

  • Brown-Peterson NJ, Wyanski DM, Saborido-Rey F, Macewicz BJ, Lowerre-Barbieri SK (2011) A standardized terminology for describing reproductive development in fishes. Mar Coast Fish 3(1):52–70. https://doi.org/10.1080/19425120.2011.555724

    Article  Google Scholar 

  • Cass AJ, Beamish RJ, McFarlane GA (1990) Lingcod (Ophiodon elongatus). Can J Spec Publ Fish Aquat Sci 109:1–40

    Google Scholar 

  • Chilton DE, Beamish RJ (1982) Age determination methods for fishes studied by the groundfish program at the Pacific Biological Station. Can J Spec Publ Fish Aquat Sci 60:34–38

    Google Scholar 

  • Conover DO, Munch SB (2002) Sustaining fisheries yields over evolutionary time scales. Science 297(5578):94–96

    Article  CAS  PubMed  Google Scholar 

  • Cope JM (2004) Population genetics and phylogeography of the blue rockfish (Sebastes mystinus) from Washington to California. Can J Fish Aquat Sci 61:332–342. https://doi.org/10.1139/f04-008

    Article  Google Scholar 

  • Cope JM, Sampson D, Stephens A, Key M, Mirick PP, Strachura M, Tsou T, Weyland P, Berger A, Buell T, Councill E, Dick EJ, Fenske KH, Monk M, Rodomsky B (2016) Assessments of California, Oregon and Washington stocks of black rockfish (Sebastes melanops) in 2015. In: Stock assessment and fishery evaluation. Pacific Fisheries Management Council, Portland, Oregon

    Google Scholar 

  • Core Team R (2020) A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna

    Google Scholar 

  • Costa AM (2009) Macroscopic vs. microscopic identification of the maturity stages of female horse mackerel. ICES J Mar Sci 66:509–516. https://doi.org/10.1093/icesjms/fsn216

    Article  Google Scholar 

  • Crow KD, Powers DA, Bernardi G (1997) Evidence for multiple maternal contributors in nests of Kelp Greenling (Hexagrammos decagrammus, Hexagrammidae). Copeia 1:9–15. https://doi.org/10.2307/1447834

    Article  Google Scholar 

  • Frey PH, Head MA, Keller AA (2015) Maturity and growth of darkblotched rockfish, Sebastes crameri, along the U.S. west coast. Environ Biol Fish 98:2353–2365. https://doi.org/10.1007/s10641-015-0441-1

    Article  Google Scholar 

  • Gertseva V, Cope J (2017) Stock assessment of the yelloweye rockfish (Sebastes ruberrimus) in state and federal waters off California, Oregon and Washington. Pacific Fisheries Management Council, Portland, Oregon

    Google Scholar 

  • Gertseva V, Cope J, Matson S (2010) Growth variability in the splitnose rockfish Sebastes diploproa of the northeast Pacific Ocean: pattern revisited. Mar Ecol Prog Ser 413:125–136. https://doi.org/10.3354/meps08719

    Article  Google Scholar 

  • Gertseva V, Matson SE, Cope J (2017) Spatial growth variability in marine fish: example from Northeast Pacific groundfish. ICES J Mar Sci 74(6):1602–1613. https://doi.org/10.1093/icesjms/fsx016

    Article  Google Scholar 

  • Haltuch MA, Wallace J, Akselrud CA, Nowlis J, Lewis AK, Valero JL, Lam L (2018) 2017 Lingcod stock assessment. Pacific Fisheries Management Council, Portland, Oregon

    Google Scholar 

  • Hamel OS, Sethi SA, Wadsworth TF (2009) Status and future prospects for Lingcod in waters off Washington, Oregon, and California as assessed in 2009. Pacific Fisheries Management Council, Portland, Oregon

    Google Scholar 

  • Harms JH, Wallace JR, Stewart IJ (2010) Analysis of fishery-independent hook and line-based data for use in the stock assessment of bocaccio rockfish (Sebastes paucispinis). Fish Res 106:298–309. https://doi.org/10.1016/j.fishres.2010.08.010

    Article  Google Scholar 

  • Hart JL (1973) Pacific fishes of Canada. Fish Res Board Can Bull 180, Ottawa, ON

    Google Scholar 

  • Head MA, Cope JM, Wulfing SH (2020) Applying a flexible spline model to estimate functional maturity and spatio-temporal variability in aurora rockfish (Sebastes aurora). Environ Biol Fish 103:1199–1216. https://doi.org/10.1007/s10641-020-01014-2

    Article  Google Scholar 

  • Head MA, Keller A, Bradburn M (2014) Maturity and growth of sablefish, Anoplopoma fimbria, along the U.S. West Coast Fish Res 159:56–67. https://doi.org/10.1016/J.FISHRES.2014.05.007

    Article  Google Scholar 

  • Hixon MA, Johnson DW, Sogard SM (2014) BOFFFFs: on the importance of conserving old-growth age structure in fishery populations. ICES J Mar Sci 71(8):2171–2185

    Article  Google Scholar 

  • Huyer A (1983) Coastal upwelling in the California current system. Prog Oceanogr 12:259–284. https://doi.org/10.1016/0079-6611(83)90010-1

    Article  Google Scholar 

  • Hyde JR, Kimbrell CA, Budrick JE, Lynn EA, Vetter RD (2008) Cryptic speciation in the vermilion rockfish (Sebastes miniatus) and the role of bathymetry in the speciation process. Mol Ecol 17:1122–1136. https://doi.org/10.1111/j.1365-294X.2007.03653.x

    Article  CAS  PubMed  Google Scholar 

  • Jagielo T, Leclair LL, Vorderstrasse BA (1996) Genetic variation and population structure of lingcod. Trans Am Fish Soc 125(3):372–386

    Article  CAS  Google Scholar 

  • Jagielo TH, Wallace FR (2005) Assessment of Lingcod (Ophiodon elongatus) for the Pacific Fishery Management Council. Pacific Fisheries Management Council, Portland, Oregon

    Google Scholar 

  • Johnson KF, Taylor IG, Langseth BJ, Stephens A, Lam LS, Monk MH, Budrick JE, Haltuch MA (2021) Status of lingcod (Ophiodon elongatus) along the southern U.S. west coast in 2021. Pacific Fisheries Management Council, Portland, Oregon

    Google Scholar 

  • Jørgensen C, Ernande B, Fiksen Ø, Dieckmann U (2006) The logic of skipped spawning in fish. Can J Fish Aquat Sci 63:200–211

    Article  Google Scholar 

  • Jørgensen T (1990) Long-term changes in age at sexual maturity of Northeast Arctic cod (Gadus morhua L.). ICES J Mar Sci 46:235–248

    Article  Google Scholar 

  • Juan-Jordá MJ, Barth JA, Clarke ME, Wakefield WW (2009) Groundfish species associations with distinct oceanographic habitats in the Northern California Current. Fish Oceanogr 18:1–19. https://doi.org/10.1111/j.1365-2419.2008.00489.x

    Article  Google Scholar 

  • Keller A, Harms J, Wallace J, Jones C, Benante J, Chappell A (2019) Changes in long-lived rockfishes after more than a decade of protection within California’s largest marine reserve. Mar Ecol Prog Ser 623:175–193. https://doi.org/10.3354/meps13019

    Article  Google Scholar 

  • Keller AA, Harms JH, Elz A, Wallace JR, Benante JA, Chappell A (2022) A tale of two species: Vermilion and sunset rockfish in the Southern California Bight. Fish Res 250:106275. https://doi.org/10.1016/j.fishres.2022.106275

    Article  Google Scholar 

  • Keller AA, Molton KJ, Hicks AC, Haltuch M, Wetzel C (2012) Variation in age and growth of greenstriped rockfish (Sebastes elongatus) along the U.S. west coast (Washington to California). Fish Res 119:80–88. https://doi.org/10.1016/j.fishres.2011.12.012

    Article  Google Scholar 

  • Keller AA, Wallace JR, Methot RD (2017) The Northwest Fisheries Science Center’s West Coast Groundfish Bottom Trawl Survey: history, design, and description. U.S. Dept Commer NOAA Tech Memo NMFS-NWFSC-136

    Google Scholar 

  • King JR, Withler RE (2005) Male nest site fidelity and female serial polyandry in lingcod (Ophiodon elongatus, Hexagrammidae). Mol Ecol 14(2):653–660

    Article  PubMed  Google Scholar 

  • Lam LS, Basnett B, Haltuch M, Cope J, Andrews K, Nichols K, Longo G, Samhouri J, Hamilton S (2021) Geographic variability in lingcod (Ophiodon elongatus) life-history and demography along the US West Coast: oceanographic drivers and management implications. Mar Ecol Prog Ser 670:203–222. https://doi.org/10.3354/meps13750

    Article  CAS  Google Scholar 

  • Longo GC, Lam L, Basnett B, Samhouri J, Hamilton S, Andrews K, Williams G, Goetz G, McClure M, Nichols KM (2020) Strong population differentiation in lingcod (Ophiodon elongatus) is driven by a small portion of the genome. Evol Appl 13:2536–2554. https://doi.org/10.1111/eva.13037

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Low CJ, Beamish RJ (1978) A study of the nesting behavior of lingcod (Ophiodon elongatus) in the Strait of Georgia, British Columbia. Fish Mar Serv Tech Rep, p 843

    Google Scholar 

  • Lowerre-Barbieri SK, Ganias K, Saborido-Rey F, Murua H, Hunter JR (2011) Reproductive timing in marine fishes: variability, temporal scales, and methods. Mar Coast Fish 3:71–91. https://doi.org/10.1080/19425120.2011.556932

    Article  Google Scholar 

  • McBride RS, Wuenschel MJ, Nitschke P, Thornton G, King JR (2013) Latitudinal and stock-specific variation in size- and age -maturity of females winter flounder, Pseudopleuronectes americanus, as determined with gonad histology. J Sea Res 75:41–51

    Article  Google Scholar 

  • Midway SR, Scharf FS (2012) Histological analysis reveals larger size at maturity for Southern Flounder with implications for biological reference points. Mar Coast Fish 4:628–638. https://doi.org/10.1080/19425120.2012.717524

    Article  Google Scholar 

  • Miller DJ, Geibel JJ (1973) Summary of blue rockfish and lingcod life histories, a reef ecology study, and giant kelp, Macrocystis pyrifera, experiments in Monterey Bay, California. Cal Dep Fish Game Bull, p 158

    Google Scholar 

  • Min MA, Head MA, Cope JM, Hastie JD, Flores SM (2022) Limitations and applications of macroscopic maturity analyses: a comparison of histological and visual maturity for three west coast groundfish species. Environ Biol Fish 105:193–211. https://doi.org/10.1007/s10641-021-01208-2

    Article  Google Scholar 

  • O'Connell VM (1993) Submersible observations on lingcod, Ophiodon elongatus, nesting below 30 m off Sitka, Alaska. Mar Fish Rev 55(1):19–24

    Google Scholar 

  • Parrish RH, Nelson CS, Bakun A (1981) Transport mechanisms and reproductive success of fishes in the California Current. Biol Oceanogr 1(2):175–203

    Google Scholar 

  • Peterson WT, Fisher JL, Strub PT, Du X, Risien C, Peterson J, Shaw CT (2017) The pelagic ecosystem in the Northern California Current off Oregon during the 2014–2016 warm anomalies within the context of the past 20 years. J Geophys Res Oceans 122:7267–7290

    Article  PubMed  PubMed Central  Google Scholar 

  • Peterson WT, Robert M, Bond N (2015) The warm Blob conditions in the northeastern Pacific Ocean. PICES Press 23(1):36–38

    Google Scholar 

  • Richards LJ, Schnute JT, Hand CM (1990) A multivariate maturity model with a comparative analysis of three lingcod (Ophiodon elongatus) stocks. Can J Fish Aquat Sci 47:24–40. https://doi.org/10.1139/f90-109

    Article  Google Scholar 

  • Ricker WE (1981) Changes in the average size and average age of Pacific salmon. Can J Fish Aquat Sci 38:1636–1656

    Article  Google Scholar 

  • Rideout RM, Burton MPM, Rose GA (2000) Observations on mass atresia and skipped spawning in northern Atlantic cod, from Smith Sound, Newfoundland. J Fish Biol 57:1429–1440. https://doi.org/10.1111/j.1095-8649.2000.tb02222.x

    Article  Google Scholar 

  • Rideout RM, Morgan MJ, Lilly GR (2006) Variation in the frequency of skipped spawning in Atlantic cod (Gadus morhua) off Newfoundland and Labrador. ICES J Mar Sci 63:1101–1110. https://doi.org/10.1016/j.icesjms.2006.04.014

    Article  Google Scholar 

  • Rideout RM, Rose GA (2006) Suppression of reproduction in Atlantic cod (Gadus morhua L.). Mar Ecol Prog Ser 320:267–277

    Article  Google Scholar 

  • Rose KA, Cowan JH Jr, Winemiller KO, Myers RA, Hilborn R (2001) Compensatory density dependence in fish populations: importance, controversy, understanding and prognosis. Fish Fish 2:293–327

    Article  Google Scholar 

  • Saborido-Rey F, Junquera S (1998) Histological assessment of variations in sexual maturity of cod (Gadus morhua L.) at the Flemish Cap (north-west Atlantic). ICES J Mar Sci 55:515–521. https://doi.org/10.1006/jmsc.1997.0344

    Article  Google Scholar 

  • Schwarz D, Spitzer SM, Thomas AC, Kohnert CM, Keates TR, Acevedo-Gutiérrez A (2018) Large-scale molecular diet analysis in a generalist marine mammal reveals male preference for prey of conservation concern. Ecol Evol 8(19):9889–9905

    Article  PubMed  PubMed Central  Google Scholar 

  • Seber GAF (1982) The estimation of animal abundance and related parameters. Blackburn Press, New Jersey

    Google Scholar 

  • Sharpe DMT, Hendry AP (2009) Life history change in commercially exploited fish stocks: an analysis of trends across studies. Evol Appl 2:260–275. https://doi.org/10.1111/j.1752-4571.2009.00080.x

    Article  PubMed  PubMed Central  Google Scholar 

  • Sheehan DC, Hrapchak BB (1980) Theory and practice of histotechnology, 2nd edn. Battelle Press, Columbus, OH

    Google Scholar 

  • Silberberg KR, Laidig TE, Adams PB, Albin D (2001) Analysis of maturity in lingcod, Ophiodon elongatus. Calif Fish Game 87(4):139–152

    Google Scholar 

  • Starr RM, O’Connell V, Ralston S, Breaker L (2005) Use of acoustic tags to estimate natural mortality, spillover, and movements of lingcod (Ophiodon elongatus) in a marine reserve. Mar Technol Soc J 39:19–30

    Article  Google Scholar 

  • Taylor IG, Johnson KF, Langseth BJ, Stephens A, Lam LS, Monk MH, Whitman AD, Haltuch MA (2021) Status of lingcod (Ophiodon elongatus) along the northern U.S. west coast in 2021. Pacific Fisheries Management Council, Portland, Oregon

    Google Scholar 

  • TenBrink TT, Wilderbuer TK (2015) Updated maturity estimates for flatfishes (Pleuronectidae) in the Eastern Bering Sea, with implications for fisheries management. Mar Coast Fish Dynam Manag Ecosys Sci 7:474–482. https://doi.org/10.1080/19425120.2015.1091411

    Article  Google Scholar 

  • Tolimieri N, Andrews K, Williams G, Katz S, Levin PS (2009) Home range size and patterns of space use by lingcod, copper rockfish and quillback rockfish in relation to diel and tidal cycles. Mar Ecol Prog Ser 380:229–243

    Article  Google Scholar 

  • Tomkiewicz J, Tybjerg L, Jespersen Å (2003) Micro- and macroscopic characteristics to stage gonadal maturation of female Baltic cod. J Fish Biol 62:253–275. https://doi.org/10.1046/j.1095-8649.2003.00001.x

    Article  Google Scholar 

  • Vitale F, Svedäng H, Cardinale M (2006) Histological analysis invalidates macroscopically determined maturity ogives of the Kattegat cod (Gadus morhua) and suggests new proxies for estimating maturity status of individual fish. ICES J Mar Sci 63:485–492. https://doi.org/10.1016/j.icesjms.2005.09.001

    Article  Google Scholar 

  • Withler RE, King JR, Marliave JB, Beaith B, Li S, Supernault KJ, Miller KM (2004) Polygamous mating and high levels of genetic variation in lingcod, Ophiodon elongatus, of the Strait of Georgia, British Columbia. Environ Biol Fish 69(1–4):345–357

    Article  Google Scholar 

  • Wood CL, Leslie KL, Greene A, Lam LS, Basnett B, Hamilton SL, Samhouri JF (2021) The weaker sex: male lingcod (Ophiodon elongatus) with blue color polymorphism are more burdened by parasites than are other sex–color combinations. PLoS One 16(12):e0261202. https://doi.org/10.1371/journal.pone.0261202

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

We would like to thank the vessel and scientific crews of the West Coast Groundfish Bottomtrawl and Southern California Bight shelf rockfish hook and line surveys, as well as the port samplers for Oregon and Washington Department of Fish and Wildlife, for all their help obtaining samples for this project. A special thank you to Peter Frey of the NWFSC for creating a map of sample collection. We would also like to thank Curt Whitmire and James Fellows for data quality control and support. Finally, we would like to thank Ian Taylor for his thoughtful comments while reviewing this manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Melissa A. Head.

Ethics declarations

Fish sampled in our study were collected as part of National Oceanic and Atmospheric Administration’s (NOAA) Fisheries surveys and through ongoing sampling and monitoring of commercial fish landings conducted by the Oregon and Washington Department of Fish and Wildlife (ODFW and WDFW). Therefore, fish were not collected solely for this project. Monitoring by NOAA surveys and state port samplers provide data for stock assessments used to manage marine fisheries. All permitting requirements were completed and a Scientific Research Permit was granted for both the WCGBT and H&L surveys. Prior to submitting to the journal, this manuscript was reviewed internally by a NWFSC employee and approved for submission in NOAA’s Research Publication Tracking System.

Conflict of interest

The authors declare no competing interests.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Head, M.A., Keller, A.A. & Lam, L.S. Evaluating drivers of spatial variability in lingcod, Ophiodon elongatus, reproduction along the US West Coast. Environ Biol Fish 106, 2157–2176 (2023). https://doi.org/10.1007/s10641-023-01496-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10641-023-01496-w

Keywords

Navigation