Phenological and geographical patterns of walleye pollock (Theragra chalcogramma) spawning in the western Gulf of Alaska
Abstract
Over 20 years of egg sampling data were used to reconstruct the geographical and phenological patterns of walleye pollock (Theragra chalcogramma) spawning aggregations in the Gulf of Alaska (GOA). The analyzed time series (1972, 1978–1979, 1981–2000) included a documented event of climate change (i.e., 1988–1989) and the rise and fall of the GOA pollock population abundance and harvests. We compared results from two generalized additive model (GAM) formulations: one assuming no change of egg distribution and phenology over the examined time series (stationary) and the other admitting such changes (nonstationary) across an epoch determined from the data. Results from both model formulations corroborate the existence of a high egg concentration in Shelikof Strait, historically the primary spawning area of pollock in the GOA. However, model results also highlight the presence of other secondary, and possibly transitory, centers of egg distribution at various locations along the shelf and slope regions of the GOA. In addition, results from the nonstationary (and statistically superior) formulation indicate that the abundance of the non-Shelikof aggregations has increased over time, along with a tendency for earlier occurrence and displacement toward shallower areas of the high egg density regions.
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Walleye pollock in the Shelikof Strait region of the Gulf of Alaska has very limited interannual spawning flexibility, regardless of transport or other environmental conditions within the region.
“Similarly, walleye pollock in the Shelikof Strait region of the Gulf of Alaska has very limited interannual spawning flexibility, regardless of transport or other environmental conditions within the region (Figure 6, Ciannelli et al., 2007;Bacheler et al., 2009).”
From Evolutionary and ecological constraints of fish spawning habitats (2015) · cites this paper as Ciannelli et al., 2007
Cites
Generalized additive models for location, scale and shape.
Rigby, R. A., & Stasinopoulos, D. M. (2005) · Journal of the Royal Statistical Society Series C: Applied Statistics · doi:10.1111/j.1467-9876.2005.00510.x · Cited by 3,228 · see citing works
Wood, S. (2003) · Journal of the Royal Statistical Society Series B (Statistical Methodology) · doi:10.1111/1467-9868.00374 · Cited by 2,580 · see citing works
Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models
Wood, S. (2004) · Journal of the American Statistical Association · doi:10.1198/016214504000000980 · Cited by 2,046 · see citing works
Nonparametric Regression and Generalized Linear Models
Green, P. J., & Silverman, B. W. (1994) · Springer eBooks · doi:10.1007/978-1-4899-4473-3 · Cited by 1,935 · see citing works
Empirical evidence for North Pacific regime shifts in 1977 and 1989
Hare, S. R., & Mantua, N. J. (2000) · Progress In Oceanography · doi:10.1016/s0079-6611(00)00033-1 · Cited by 1,509 · see citing works
Atlantic herring: stock discreteness and abundance
Iles, T. D., & Sinclair, M. (1982) · Science · doi:10.1126/science.215.4533.627 · Cited by 591 · see citing works
Community reorganization in the Gulf of Alaska following ocean climate regime shift
Anderson, P., & Piatt, J. (1999) · Marine Ecology Progress Series · doi:10.3354/meps189117 · Cited by 555 · see citing works
Recent shifts in the state of the North Pacific
Bond, N. A., Overland, J. E., Spillane, M. C., & Stabeno, P. J. (2003) · Geophysical Research Letters · doi:10.1029/2003gl018597 · Cited by 516 · see citing works
Modelling the abundance of rare species: statistical models for counts with extra zeros
Welsh, A. H., Cunningham, R. B., Donnelly, C. F., & Lindenmayer, D. B. (1996) · Ecological Modelling · doi:10.1016/0304-3800(95)00113-1 · Cited by 482 · see citing works
On the Measurement of Relative Variability
Lewontin, R. C. (1966) · Systematic Biology · doi:10.2307/sysbio/15.2.141 · Cited by 389 · see citing works
Metapopulations and the Atlantic herring
McQuinn, I. H. (1997) · Reviews in Fish Biology and Fisheries · doi:10.1023/a:1018491828875 · Cited by 365 · see citing works
On the Measurement of Relative Variability
Lewontin, R. C. (1966) · Systematic Zoology · doi:10.2307/2411632 · Cited by 339 · see citing works
Generalized additive modelling and zero inflated count data
Barry, S. C., & Welsh, A. H. (2002) · Ecological Modelling · doi:10.1016/s0304-3800(02)00194-1 · Cited by 308 · see citing works
Fisheries-Induced Selection Pressures in the Context of Sustainable Fisheries
Heino, M., & Godoe, O. R. (2002) · IIASA PURE (International Institute of Applied Systems Analysis) · Cited by 289 · see citing works
Mating systems and the conservation of commercially exploited marine fish
Rowe, S., & Hutchings, J. A. (2003) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2003.09.004 · Cited by 277 · see citing works
(1992) · Reviews in Fish Biology and Fisheries · doi:10.1007/bf00042920 · Cited by 240 · see citing works
O'Reilly, P. T., Canino, M. F., BAILEY, K. M., & Bentzen, P. (2004) · Molecular Ecology · doi:10.1111/j.1365-294x.2004.02214.x · Cited by 206 · see citing works
Self-citationHoarau, G. G., Boon, E., Jongma, D. N., Ferber, S., Pálsson, J., van der Veer, H. W., Rijnsdorp, A. D., Stam, W. T., & Olsen, J. (2005) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2004.2963 · Cited by 192 · see citing works
NONADDITIVE EFFECTS OF THE ENVIRONMENT ON THE SURVIVAL OF A LARGE MARINE FISH POPULATION
Ciannelli, L., Chan, K., Bailey, K. M., & Stenseth, N. C. (2004) · Ecology · doi:10.1890/03-0755 · Cited by 179 · see citing works
Self-citationThe role of “conservatism” in herring migrations
Corten, A. (2002) · Reviews in Fish Biology and Fisheries · doi:10.1023/a:1021347630813 · Cited by 151 · see citing works
Obstinate nature: an ecology of individuals. Thoughts on reproductive behavior and biodiversity
Cury, P. (1994) · Canadian Journal of Fisheries and Aquatic Sciences · doi:10.1139/f94-167 · Cited by 113 · see citing works
The Stock Concept, Discreteness of Fish Stocks, and Fisheries Management
MacLean, J. A., & Evans, D. O. (1981) · Canadian Journal of Fisheries and Aquatic Sciences · doi:10.1139/f81-235 · Cited by 102 · see citing works
Population structure and dynamics of walleye pollock, Theragra chalcogramma
Bailey, K. M., Quinn, T. J., Bentzen, R., & Grant, W. S. (1999) · Advances in Marine Biology · doi:10.1016/s0065-2881(08)60429-0 · Cited by 101 · see citing works
Self-citationKnutsen, H., Olsen, E. M., Ciannelli, L., Espeland, S., Knutsen, J. A., Simonsen, J. H., Skreslet, S., & Stenseth, N. C. (2007) · Marine Ecology Progress Series · doi:10.3354/meps333249 · Cited by 99 · see citing works
Self-citationWalleye pollock recruitment in Shelikof Strait: applied fisheries oceanography
KENDALL, A. W., SCHUMACHER, J. D., & KIM, S. (1996) · Fisheries Oceanography · doi:10.1111/j.1365-2419.1996.tb00079.x · Cited by 90 · see citing works
Bakun, A., & Cury, P. M. (1999) · Ecology Letters · doi:10.1046/j.1461-0248.1999.00099.x · Cited by 89 · see citing works
Hinckley, S. L. (2001) · ICES Journal of Marine Science · doi:10.1006/jmsc.2001.1096 · Cited by 80 · see citing works
Fox, O'Brien, O., Dickey‐Collas, & Nash (2000) · Fisheries Oceanography · doi:10.1046/j.1365-2419.2000.00120.x · Cited by 67 · see citing works
Seasonal plankton dynamics along a cross-shelf gradient
Stenseth, N. C., Llope, M., Anadón, R., Ciannelli, L., Chan, K., Hjermann, D. O., Bagøien, E., & Ottersen, G. (2006) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2006.3658 · Cited by 51 · see citing works
Self-citationBailey, K., Stabeno, P. J., & Powers, D. A. (1997) · Journal of Fish Biology · doi:10.1111/j.1095-8649.1997.tb06097.x · Cited by 50 · see citing works
Self-citationFitzgerald, J., Thorrold, S. R., Bailey, K. M., Brown, A. L., & Severin, K. P. (2004) · AquaDocs (United Nations Educational, Scientific and Cultural Organization) · Cited by 26 · see citing works
Self-citationDougherty, A. B., Bailey, K. M., & Mier, K. L. (2007) · Journal of Fish Biology · doi:10.1111/j.1095-8649.2007.01543.x · Cited by 19 · see citing works
Self-citationComplexity of Marine Fisheries Dynamics and Climate Interactions in the Northeast Pacific Ocean
Bailey, K. M., Hollowed, A. B., & Wooster, W. S. (2005) · doi:10.1093/acprof:oso/9780198507499.003.0012 · Cited by 5 · see citing works
Self-citationZhang, C. (2004) · Journal of the American Statistical Association · doi:10.1198/016214504000000890 · Cited by 4 · see citing works
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Self-citationCiannelli, L., Fisher, J., Skern‐Mauritzen, M., Hunsicker, M., Hidalgo, M., Frank, K., & Bailey, K. (2012) · Marine Ecology Progress Series · doi:10.3354/meps10067 · Cited by 143 · see citing works
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Rogers, L. A., & Dougherty, A. B. (2018) · Global Change Biology · doi:10.1111/gcb.14483 · Cited by 116 · see citing works
Reglero, P., Ciannelli, L., Alvarez-Berastegui, D., Balbín, R., López-Jurado, J., & Alemany, F. (2012) · Marine Ecology Progress Series · doi:10.3354/meps09800 · Cited by 89 · see citing works
Self-citationCiannelli, L., Bartolino, V., & Chan, K. (2012) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2012.0849 · Cited by 66 · see citing works
Self-citationBacheler, N. M., Ciannelli, L., Bailey, K. M., & Duffy‐Anderson, J. T. (2010) · Fisheries Oceanography · doi:10.1111/j.1365-2419.2009.00531.x · Cited by 64 · see citing works
Self-citationBacheler, N., Bailey, K., Ciannelli, L., Bartolino, V, & Chan, K. (2009) · Marine Ecology Progress Series · doi:10.3354/meps08259 · Cited by 57 · see citing works
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Liu, H., & Chan, K. (2010) · Journal of Statistical Software · doi:10.18637/jss.v035.i11 · Cited by 44 · see citing works
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Liu, H., Ciannelli, L., Decker, M. B., Ladd, C., & Chan, K. (2010) · Journal of Agricultural Biological and Environmental Statistics · doi:10.1007/s13253-010-0044-4 · Cited by 21 · see citing works
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Lee, Y.-W., Megrey, B. A., & Macklin, S. A. (2009) · Canadian Journal of Fisheries and Aquatic Sciences · doi:10.1139/f08-203 · Cited by 12 · see citing works
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- Authors
- Ciannelli, L., Bailey, K. M., Chan, K.-S., & Stenseth, N. C.
- Venue
- Canadian Journal of Fisheries and Aquatic Sciences
- Publisher
- Canadian Science Publishing
- Published
- 2007-04-01
- Volume
- 64
- Issue
- 4
- Pages
- 713-722
- ISSN
- 0706-652X (ISSN-L)
- 1205-7533
- OpenAlex
- W2130586295
- Cited by
- 41
- References
- 34
- Citations by year
- 2024: 2 · 2023: 1 · 2022: 2 · 2021: 1 · 2019: 2 · 2018: 2 · 2017: 4 · 2016: 1 · 2015: 3 · 2014: 2 · 2013: 3 · 2012: 6
- FWCI
- 2.78
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Canadian Journal of Fisheries and Aquatic Sciences (publishedVersion)
- Topics
- Physical Sciences › Environmental Science › Global and Planetary Change › Marine and fisheries research
- Physical Sciences › Environmental Science › Nature and Landscape Conservation › Fish Ecology and Management Studies
- Life Sciences › Agricultural and Biological Sciences › Aquatic Science › Fish Biology and Ecology Studies
- Keywords
- walleye pollock, spawning aggregations, spawning timing, egg distribution, Shelikof Strait, Gulf of Alaska, non-stationary time series, climate change
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