Global forage fish recruitment dynamics: A comparison of methods, time-variation, and reverse causality
The population dynamics of forage fish are often ‘boom or bust’, and variation in recruitment may be a contributing factor to changes in abundance. Here we applied several methods for identifying stock recruit relationships (SRR) to 52 forage fish stocks: a time-invariant Ricker model and two time-v...
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| Published in: | Fisheries research Vol. 214; pp. 56 - 64 |
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| Main Authors: | , , , , , |
| Format: | Journal Article |
| Language: | English |
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Elsevier B.V
01.06.2019
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| ISSN: | 0165-7836, 1872-6763 |
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| Abstract | The population dynamics of forage fish are often ‘boom or bust’, and variation in recruitment may be a contributing factor to changes in abundance. Here we applied several methods for identifying stock recruit relationships (SRR) to 52 forage fish stocks: a time-invariant Ricker model and two time-varying methods (dynamic linear models and regime-based models). A positive relationship between spawning biomass and recruitment existed for 28 stocks, with 14 of those being best fit by a Ricker curve. Time-varying models were preferred for 26 stocks over a time-invariant Ricker curve. We also showed through simulation that spurious, yet significant stock-recruit relationships can be generated if recruitment was environmentally driven, the lag between recruitment and spawning biomass was small, and autocorrelation in recruitment was high—a combination of characteristics that many forage fish stocks display. Based on our results, observed time-invariant SRRs can result from a reversed causality of ‘boom and bust’ dynamics in situations in which life histories are short (i.e., changes in recruitment are driving changes in spawning biomass). ‘Hidden’ SRRs are also possible because of time-variation in SRR parameters. Understanding when each of these potential failings of fitting SRRs can occur is a key challenge in forage fish management. |
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| AbstractList | The population dynamics of forage fish are often ‘boom or bust’, and variation in recruitment may be a contributing factor to changes in abundance. Here we applied several methods for identifying stock recruit relationships (SRR) to 52 forage fish stocks: a time-invariant Ricker model and two time-varying methods (dynamic linear models and regime-based models). A positive relationship between spawning biomass and recruitment existed for 28 stocks, with 14 of those being best fit by a Ricker curve. Time-varying models were preferred for 26 stocks over a time-invariant Ricker curve. We also showed through simulation that spurious, yet significant stock-recruit relationships can be generated if recruitment was environmentally driven, the lag between recruitment and spawning biomass was small, and autocorrelation in recruitment was high—a combination of characteristics that many forage fish stocks display. Based on our results, observed time-invariant SRRs can result from a reversed causality of ‘boom and bust’ dynamics in situations in which life histories are short (i.e., changes in recruitment are driving changes in spawning biomass). ‘Hidden’ SRRs are also possible because of time-variation in SRR parameters. Understanding when each of these potential failings of fitting SRRs can occur is a key challenge in forage fish management. |
| Author | Szuwalski, Cody S. Licandeo, Roberto Hilborn, Ray Amoroso, Ricardo O. Walters, Carl Britten, Gregory L. |
| Author_xml | – sequence: 1 givenname: Cody S. surname: Szuwalski fullname: Szuwalski, Cody S. email: c.s.szuwalski@gmail.com organization: Marine Science Institute and Bren School of Environmental Science and Management, University of California, Santa Barbara, United States – sequence: 2 givenname: Gregory L. surname: Britten fullname: Britten, Gregory L. organization: Department of Earth System Science, University of California, Irvine, United States – sequence: 3 givenname: Roberto surname: Licandeo fullname: Licandeo, Roberto organization: School of Aquatic and Fishery Sciences, University of Washington, United States – sequence: 4 givenname: Ricardo O. surname: Amoroso fullname: Amoroso, Ricardo O. organization: Institute for the Oceans and Fisheries, University of British Columbia, Canada – sequence: 5 givenname: Ray surname: Hilborn fullname: Hilborn, Ray organization: Institute for the Oceans and Fisheries, University of British Columbia, Canada – sequence: 6 givenname: Carl surname: Walters fullname: Walters, Carl organization: School of Aquatic and Fishery Sciences, University of Washington, United States |
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| Cites_doi | 10.1111/faf.12131 10.1890/07-2116.1 10.1093/icesjms/fss182 10.1139/f95-057 10.1111/j.1541-0420.2010.01463.x 10.1139/f54-039 10.1111/geb.12464 10.1139/f85-018 10.1111/faf.12226 10.2307/1412159 10.1073/pnas.1600641113 10.1093/icesjms/fsr165 10.1139/cjfas-2014-0231 10.1007/s002270000517 10.1073/pnas.1504709112 10.1073/pnas.1422020112 10.1111/faf.12083 10.1080/01621459.2012.737745 10.1016/j.ecolmodel.2016.06.004 10.1073/pnas.1507990112 10.1126/science.1212928 10.1007/s10651-011-0181-0 10.18637/jss.v058.i03 10.1016/j.fishres.2017.01.008 10.1093/icesjms/fsv229 10.1139/f89-086 10.1126/science.1209395 10.1080/01621459.1977.10479920 10.1111/j.1467-2979.2011.00435.x 10.1139/f96-272 10.1139/f2011-148 10.2989/025776199784125962 10.5670/oceanog.2014.85 |
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| References | Olden, Neff (bib0115) 2001; 138 Lasker (bib0100) 1978; 173 Ricard, Minto, Jensen, Baum (bib0135) 2012; 13 Punt, MacCall, Essington, Francis, Hurtado-Ferro, Johnson, Kaplan, Koehn, Levin, Sydeman (bib0130) 2016; 337 Ricker (bib0140) 1954; 11 Szuwalski (bib0165) 2016; 113 Brooks, Deroba (bib0010) 2015; 72 Thorson, Ianelli, Larsen, Ries, Scheurell, Szuwalski, Zipkin (bib0200) 2016; 25 Petris (bib0120) 2009 Hjort (bib0070) 1914; 20 Jacobson, MacCall (bib0080) 1995; 52 Smith, Brown, Bulman, Fulton, Johnson, Kaplan, Lozano-Montes, Mackinson, Marzloff, Shannon (bib0155) 2011; 333 Britten, Dowd, Worm (bib0005) 2016; 113 Szuwalski, Punt (bib0185) 2013; 70 Cury, Roy (bib0025) 1989; 46 Schwartzlose, Alheit, Bakun, Baumgartner, Cloete, Crawford, Fletcher, Green-Ruiz, Hagen, Kawasaki, Lluch-Belda, Lluch-Cota, MacCall, Matsuura, Nevarez-Martinez, Parrish, Roy, Serra, Shust, Ward, Zuzunaga (bib0145) 1999; 21 Burnham, Anderson (bib0015) 2002 Fronczyk, Kottas, Munch (bib0050) 2012; 19 Essington, Moriarty, Froehlich, Hodgson, Koehn, Oken, Siple, Stawitz (bib0045) 2015; 112 Szuwalski, Hilborn (bib0175) 2015; 112 Killick, Fearnhead, Eckley (bib0095) 2012; 107 Siple, Essington, Plaganyi (bib0150) 2018 Munch, Kottas (bib0110) 2009; 19 Szuwalski (bib0170) 2018 Szuwalski, Hollowed (bib0180) 2016; 73 Walters (bib0205) 1985; 42 Szuwalski, Thorson (bib0190) 2017; 18 Szuwalski, Vert-pre, Punt, Branch, Hilborn (bib0195) 2015; 16 Killick, Eckley (bib0090) 2014; 58 Cury, Boyd, Bonhommeau, Anker-Nilssen, Crawford, Furness, Mills, Murphy, Österblom, Paleczny (bib0030) 2011; 334 Ibrahim, Zhu, Garcia, Guo (bib0075) 2011; 67 Pikitch, Boersma, Boyd, Conover, Cury, Essington, Heppell, Houde, Mangel, Pauly (bib0125) 2012 Haugh, Box (bib0060) 1977; 72 Spearman (bib0160) 1904; 15 de Moor, Butterworth, De Oliveira (bib0040) 2011; 68 Hilborn, Amoroso, Bogazzi, Jensen, Parma, Szuwalski, Walters (bib0065) 2017 Kell, Nash, Dickey-Collas, Mosqueira, Szuwalski (bib0085) 2016; 17 Marshall (bib0105) 2009 Gilbert (bib0055) 1997; 54 Collie, Peterman, Zuehlke (bib0020) 2012; 69 Cury, Fromentin, Figuet, Bonhommeau (bib0035) 2014; 27 Hilborn (10.1016/j.fishres.2019.01.007_bib0065) 2017 Britten (10.1016/j.fishres.2019.01.007_bib0005) 2016; 113 Szuwalski (10.1016/j.fishres.2019.01.007_bib0175) 2015; 112 Collie (10.1016/j.fishres.2019.01.007_bib0020) 2012; 69 Fronczyk (10.1016/j.fishres.2019.01.007_bib0050) 2012; 19 Marshall (10.1016/j.fishres.2019.01.007_bib0105) 2009 Hjort (10.1016/j.fishres.2019.01.007_bib0070) 1914; 20 Walters (10.1016/j.fishres.2019.01.007_bib0205) 1985; 42 Cury (10.1016/j.fishres.2019.01.007_bib0030) 2011; 334 Spearman (10.1016/j.fishres.2019.01.007_bib0160) 1904; 15 Schwartzlose (10.1016/j.fishres.2019.01.007_bib0145) 1999; 21 Cury (10.1016/j.fishres.2019.01.007_bib0035) 2014; 27 Ibrahim (10.1016/j.fishres.2019.01.007_bib0075) 2011; 67 Kell (10.1016/j.fishres.2019.01.007_bib0085) 2016; 17 Thorson (10.1016/j.fishres.2019.01.007_bib0200) 2016; 25 Ricard (10.1016/j.fishres.2019.01.007_bib0135) 2012; 13 Munch (10.1016/j.fishres.2019.01.007_bib0110) 2009; 19 Killick (10.1016/j.fishres.2019.01.007_bib0095) 2012; 107 Pikitch (10.1016/j.fishres.2019.01.007_bib0125) 2012 Killick (10.1016/j.fishres.2019.01.007_bib0090) 2014; 58 Smith (10.1016/j.fishres.2019.01.007_bib0155) 2011; 333 Siple (10.1016/j.fishres.2019.01.007_bib0150) 2018 Brooks (10.1016/j.fishres.2019.01.007_bib0010) 2015; 72 Essington (10.1016/j.fishres.2019.01.007_bib0045) 2015; 112 Szuwalski (10.1016/j.fishres.2019.01.007_bib0190) 2017; 18 Szuwalski (10.1016/j.fishres.2019.01.007_bib0185) 2013; 70 Haugh (10.1016/j.fishres.2019.01.007_bib0060) 1977; 72 Punt (10.1016/j.fishres.2019.01.007_bib0130) 2016; 337 Szuwalski (10.1016/j.fishres.2019.01.007_bib0170) 2018 Cury (10.1016/j.fishres.2019.01.007_bib0025) 1989; 46 Jacobson (10.1016/j.fishres.2019.01.007_bib0080) 1995; 52 Ricker (10.1016/j.fishres.2019.01.007_bib0140) 1954; 11 Lasker (10.1016/j.fishres.2019.01.007_bib0100) 1978; 173 Szuwalski (10.1016/j.fishres.2019.01.007_bib0165) 2016; 113 Szuwalski (10.1016/j.fishres.2019.01.007_bib0180) 2016; 73 Olden (10.1016/j.fishres.2019.01.007_bib0115) 2001; 138 Burnham (10.1016/j.fishres.2019.01.007_bib0015) 2002 Petris (10.1016/j.fishres.2019.01.007_bib0120) 2009 Gilbert (10.1016/j.fishres.2019.01.007_bib0055) 1997; 54 Szuwalski (10.1016/j.fishres.2019.01.007_bib0195) 2015; 16 de Moor (10.1016/j.fishres.2019.01.007_bib0040) 2011; 68 |
| References_xml | – volume: 72 start-page: 634 year: 2015 end-page: 641 ident: bib0010 article-title: When ‘data’ are not data: the pitfalls of post hoc analyses that use stock assessment model output publication-title: Can. J. Fish. Aquat. Sci. – volume: 58 year: 2014 ident: bib0090 article-title: Changepoint: an r package for changepoint analysis publication-title: J. Stat. Softw. – volume: 17 start-page: 596 year: 2016 end-page: 616 ident: bib0085 article-title: Is spawning stock biomass a robust proxy for reproductive potential? publication-title: Fish Fish. Oxf. (Oxf) – volume: 173 start-page: 212 year: 1978 end-page: 230 ident: bib0100 article-title: The relation between oceanographic conditions and larval anchovy food in the California current: identification of factors contributing to recruitment failure publication-title: Rapp. P.-v. Réun. Cons. int. Explor. Mer – volume: 333 start-page: 1147 year: 2011 end-page: 1150 ident: bib0155 article-title: Impacts of fishing low–trophic level species on marine ecosystems publication-title: Science – volume: 42 start-page: 147 year: 1985 end-page: 149 ident: bib0205 article-title: Bias in the estimation of functional relationship from time series data publication-title: Can. J. Fish. Aquat. Sci. – volume: 70 start-page: 955 year: 2013 end-page: 967 ident: bib0185 article-title: Fisheries management for regime-based ecosystems: a management strategy evaluation for the snow crab fishery in the eastern Bering Sea publication-title: ICES J. Mar. Sci. – volume: 73 start-page: 1297 year: 2016 end-page: 1305 ident: bib0180 article-title: Climate change and non-stationary population processes in fisheries management publication-title: ICES J. Mar. Sci. – volume: 337 start-page: 79 year: 2016 end-page: 95 ident: bib0130 article-title: Exploring the implications of the harvest control rule for Pacific sardine, accounting for predator dynamics: a MICE model publication-title: Ecol. Modell. – year: 2002 ident: bib0015 article-title: Model Selection and Multi-model Inference – volume: 20 start-page: 1 year: 1914 end-page: 28 ident: bib0070 article-title: Fluctuations in the great fisheries of northern Europe reviewed in the light of biological research publication-title: Rapp. Proc. V. Réun. Cons. Int. l’Explor. Mer – volume: 69 start-page: 209 year: 2012 end-page: 223 ident: bib0020 article-title: A fisheries risk-assessment framework to evaluated tradeoffs among management options in the presence of time-varying productivity publication-title: Can. J. Aquat. Fish. Sci. – volume: 72 start-page: 121 year: 1977 end-page: 130 ident: bib0060 article-title: Identifications of dynamics regression (distributed lag) model connecting two time series publication-title: J. Am. Stat. Assoc. – volume: 334 start-page: 1703 year: 2011 end-page: 1706 ident: bib0030 article-title: Global seabird response to forage fish depletion—one-third for the birds publication-title: Science – year: 2018 ident: bib0170 article-title: A stock assessment for eastern Bering Sea snow crab publication-title: NPFMC (North Pacific Fishery Management Council). Stock Assessment and Fishery Evaluation Report for the King and Tanner Crab Fisheries of the Bering Sea and Aleutian Islands Region – volume: 67 start-page: 495 year: 2011 end-page: 503 ident: bib0075 article-title: Fixed and random effects selection in mixed effects models publication-title: Biometrics. – volume: 112 start-page: 6648 year: 2015 end-page: 6652 ident: bib0045 article-title: Fishing amplifies forage fish population collapses publication-title: Proceedings of the National Academy of Sciences – volume: 27 start-page: 42 year: 2014 end-page: 47 ident: bib0035 article-title: Resolving Hjort’s Dilemma: How Is recruitment related to spawning stock biomass in marine fish? publication-title: Oceanography – volume: 68 start-page: 2075 year: 2011 end-page: 2085 ident: bib0040 article-title: Is the management procedure approach equipped to handle short-lived pelagic species with their boom and bust dynamics? The case of the South African fishery for sardine and anchovy publication-title: ICES J. Mar. Sci. – volume: 112 start-page: E3314 year: 2015 end-page: E3315 ident: bib0175 article-title: Environment drives forage fish productivity publication-title: Proc. Natl. Acad. Sci. U. S. A. – year: 2009 ident: bib0120 article-title: Dlm: an R Package for Bayesian Analysis of Dynamic Linear Models – volume: 19 start-page: 183 year: 2012 end-page: 204 ident: bib0050 article-title: Flexible modeling for stock-recruitment relationships using Bayesian nonparametric mixtures publication-title: Environ. Ecol. Stat. – volume: 46 start-page: 670 year: 1989 end-page: 680 ident: bib0025 article-title: Optimal environmental window and pelagic fish recruitment success in upwelling areas publication-title: Can. J. Fish. Aquat. Sci. – volume: 19 start-page: 527 year: 2009 end-page: 537 ident: bib0110 article-title: A Bayesian modeling approach for determining productivity regimes and their characteristics publication-title: Ecol. Appl. – volume: 15 start-page: 72 year: 1904 end-page: 101 ident: bib0160 article-title: The proof and measurement of association between two things publication-title: Am. J. Psychol. – volume: 18 start-page: 1085 year: 2017 end-page: 1095 ident: bib0190 article-title: Global fishery dynamics are poorly predicted by traditional fishery models publication-title: Fish Fish. – start-page: pp. 395 year: 2009 end-page: 420 ident: bib0105 article-title: Implementing information of stock reproductive potential in fisheries management: the motivation, challenges and opportunities publication-title: In: Fish Reproductive Biology: Implications for Assessment and Management. – volume: 13 start-page: 380 year: 2012 end-page: 398 ident: bib0135 article-title: Examining the knowledge base and status of commercially exploited marine species with the RAM Legacy Stock Assessment Database publication-title: Fish Fish. Oxf. (Oxf) – volume: 107 start-page: 1590 year: 2012 end-page: 1598 ident: bib0095 article-title: Optimal detection of changepoints with a lineaer computational cost publication-title: J. Am. Stat. Assoc. – year: 2018 ident: bib0150 article-title: Forage fish fisheries management requires a tailored approach to balance tradeoffs publication-title: Fish Fish. – year: 2012 ident: bib0125 article-title: Little Fish, Big Impact: Managing a Crucial Link in Ocean Food Webs – volume: 25 start-page: 1144 year: 2016 end-page: 1158 ident: bib0200 article-title: Joint dynamics species distribution models: a tool for community ordination and spatio-temporal monitoring publication-title: Glob. Ecol. Biogeogr. – volume: 54 start-page: 969 year: 1997 end-page: 977 ident: bib0055 article-title: Toward a new recruitment paradigm for fish stocks publication-title: Can. J. Fish. Aquat. Sci. – volume: 52 start-page: 566 year: 1995 end-page: 577 ident: bib0080 article-title: Stock-recruitment models for Pacific sardine (Sardinops sagax) publication-title: Can. J. Aqua. Fish. Sci. – volume: 113 start-page: E1773 year: 2016 end-page: E1774 ident: bib0165 article-title: Changing fisheries productivity and food security publication-title: Proceedings of the National Academy of Sciences – volume: 16 start-page: 633 year: 2015 end-page: 648 ident: bib0195 article-title: Examining common assumptions about recruitment: a meta-analysis of recruitment dynamics for worldwide marine fisheries publication-title: Fish Fish. Oxf. (Oxf) – volume: 113 start-page: 134 year: 2016 end-page: 139 ident: bib0005 article-title: Changing recruitment capacity in global fish stocks publication-title: Proc. Natl. Acad. Sci. – volume: 11 start-page: 559 year: 1954 end-page: 623 ident: bib0140 article-title: Stock and recruitment publication-title: J. Fish Res. Board Can. – volume: 21 start-page: 289 year: 1999 end-page: 347 ident: bib0145 article-title: Worldwide large-scale fluctuations of sardine and anchovy populations publication-title: S. Afr. J. Mar. Sci. – year: 2017 ident: bib0065 article-title: When does fishing forage species affect their predators? publication-title: Fish. Res. – volume: 138 start-page: 1063 year: 2001 end-page: 1070 ident: bib0115 article-title: Cross-correlation bias in lag analysis of aquatic time series publication-title: Mar. Biol. – volume: 17 start-page: 596 issue: 3 year: 2016 ident: 10.1016/j.fishres.2019.01.007_bib0085 article-title: Is spawning stock biomass a robust proxy for reproductive potential? publication-title: Fish Fish. Oxf. (Oxf) doi: 10.1111/faf.12131 – volume: 19 start-page: 527 issue: 2 year: 2009 ident: 10.1016/j.fishres.2019.01.007_bib0110 article-title: A Bayesian modeling approach for determining productivity regimes and their characteristics publication-title: Ecol. Appl. doi: 10.1890/07-2116.1 – volume: 70 start-page: 955 year: 2013 ident: 10.1016/j.fishres.2019.01.007_bib0185 article-title: Fisheries management for regime-based ecosystems: a management strategy evaluation for the snow crab fishery in the eastern Bering Sea publication-title: ICES J. Mar. Sci. doi: 10.1093/icesjms/fss182 – year: 2002 ident: 10.1016/j.fishres.2019.01.007_bib0015 – volume: 52 start-page: 566 year: 1995 ident: 10.1016/j.fishres.2019.01.007_bib0080 article-title: Stock-recruitment models for Pacific sardine (Sardinops sagax) publication-title: Can. J. Aqua. Fish. Sci. doi: 10.1139/f95-057 – volume: 20 start-page: 1 year: 1914 ident: 10.1016/j.fishres.2019.01.007_bib0070 article-title: Fluctuations in the great fisheries of northern Europe reviewed in the light of biological research publication-title: Rapp. Proc. V. Réun. Cons. Int. l’Explor. Mer – volume: 67 start-page: 495 issue: 2 year: 2011 ident: 10.1016/j.fishres.2019.01.007_bib0075 article-title: Fixed and random effects selection in mixed effects models publication-title: Biometrics. doi: 10.1111/j.1541-0420.2010.01463.x – volume: 11 start-page: 559 year: 1954 ident: 10.1016/j.fishres.2019.01.007_bib0140 article-title: Stock and recruitment publication-title: J. Fish Res. Board Can. doi: 10.1139/f54-039 – volume: 25 start-page: 1144 issue: 9 year: 2016 ident: 10.1016/j.fishres.2019.01.007_bib0200 article-title: Joint dynamics species distribution models: a tool for community ordination and spatio-temporal monitoring publication-title: Glob. Ecol. Biogeogr. doi: 10.1111/geb.12464 – year: 2009 ident: 10.1016/j.fishres.2019.01.007_bib0120 – volume: 42 start-page: 147 year: 1985 ident: 10.1016/j.fishres.2019.01.007_bib0205 article-title: Bias in the estimation of functional relationship from time series data publication-title: Can. J. Fish. Aquat. Sci. doi: 10.1139/f85-018 – year: 2012 ident: 10.1016/j.fishres.2019.01.007_bib0125 – volume: 18 start-page: 1085 issue: 6 year: 2017 ident: 10.1016/j.fishres.2019.01.007_bib0190 article-title: Global fishery dynamics are poorly predicted by traditional fishery models publication-title: Fish Fish. doi: 10.1111/faf.12226 – volume: 15 start-page: 72 year: 1904 ident: 10.1016/j.fishres.2019.01.007_bib0160 article-title: The proof and measurement of association between two things publication-title: Am. J. Psychol. doi: 10.2307/1412159 – volume: 113 start-page: E1773 issue: 13 year: 2016 ident: 10.1016/j.fishres.2019.01.007_bib0165 article-title: Changing fisheries productivity and food security publication-title: Proceedings of the National Academy of Sciences doi: 10.1073/pnas.1600641113 – volume: 68 start-page: 2075 year: 2011 ident: 10.1016/j.fishres.2019.01.007_bib0040 article-title: Is the management procedure approach equipped to handle short-lived pelagic species with their boom and bust dynamics? The case of the South African fishery for sardine and anchovy publication-title: ICES J. Mar. Sci. doi: 10.1093/icesjms/fsr165 – volume: 72 start-page: 634 issue: 4 year: 2015 ident: 10.1016/j.fishres.2019.01.007_bib0010 article-title: When ‘data’ are not data: the pitfalls of post hoc analyses that use stock assessment model output publication-title: Can. J. Fish. Aquat. Sci. doi: 10.1139/cjfas-2014-0231 – volume: 138 start-page: 1063 year: 2001 ident: 10.1016/j.fishres.2019.01.007_bib0115 article-title: Cross-correlation bias in lag analysis of aquatic time series publication-title: Mar. Biol. doi: 10.1007/s002270000517 – volume: 113 start-page: 134 issue: 1 year: 2016 ident: 10.1016/j.fishres.2019.01.007_bib0005 article-title: Changing recruitment capacity in global fish stocks publication-title: Proc. Natl. Acad. Sci. doi: 10.1073/pnas.1504709112 – year: 2018 ident: 10.1016/j.fishres.2019.01.007_bib0170 article-title: A stock assessment for eastern Bering Sea snow crab – volume: 112 start-page: 6648 year: 2015 ident: 10.1016/j.fishres.2019.01.007_bib0045 article-title: Fishing amplifies forage fish population collapses publication-title: Proceedings of the National Academy of Sciences doi: 10.1073/pnas.1422020112 – year: 2018 ident: 10.1016/j.fishres.2019.01.007_bib0150 article-title: Forage fish fisheries management requires a tailored approach to balance tradeoffs publication-title: Fish Fish. – volume: 16 start-page: 633 year: 2015 ident: 10.1016/j.fishres.2019.01.007_bib0195 article-title: Examining common assumptions about recruitment: a meta-analysis of recruitment dynamics for worldwide marine fisheries publication-title: Fish Fish. Oxf. (Oxf) doi: 10.1111/faf.12083 – volume: 107 start-page: 1590 year: 2012 ident: 10.1016/j.fishres.2019.01.007_bib0095 article-title: Optimal detection of changepoints with a lineaer computational cost publication-title: J. Am. Stat. Assoc. doi: 10.1080/01621459.2012.737745 – volume: 337 start-page: 79 year: 2016 ident: 10.1016/j.fishres.2019.01.007_bib0130 article-title: Exploring the implications of the harvest control rule for Pacific sardine, accounting for predator dynamics: a MICE model publication-title: Ecol. Modell. doi: 10.1016/j.ecolmodel.2016.06.004 – volume: 112 start-page: E3314 year: 2015 ident: 10.1016/j.fishres.2019.01.007_bib0175 article-title: Environment drives forage fish productivity publication-title: Proc. Natl. Acad. Sci. U. S. A. doi: 10.1073/pnas.1507990112 – volume: 334 start-page: 1703 year: 2011 ident: 10.1016/j.fishres.2019.01.007_bib0030 article-title: Global seabird response to forage fish depletion—one-third for the birds publication-title: Science doi: 10.1126/science.1212928 – volume: 19 start-page: 183 issue: 2 year: 2012 ident: 10.1016/j.fishres.2019.01.007_bib0050 article-title: Flexible modeling for stock-recruitment relationships using Bayesian nonparametric mixtures publication-title: Environ. Ecol. Stat. doi: 10.1007/s10651-011-0181-0 – volume: 58 issue: 3 year: 2014 ident: 10.1016/j.fishres.2019.01.007_bib0090 article-title: Changepoint: an r package for changepoint analysis publication-title: J. Stat. Softw. doi: 10.18637/jss.v058.i03 – year: 2017 ident: 10.1016/j.fishres.2019.01.007_bib0065 article-title: When does fishing forage species affect their predators? publication-title: Fish. Res. doi: 10.1016/j.fishres.2017.01.008 – volume: 73 start-page: 1297 issue: 5 year: 2016 ident: 10.1016/j.fishres.2019.01.007_bib0180 article-title: Climate change and non-stationary population processes in fisheries management publication-title: ICES J. Mar. Sci. doi: 10.1093/icesjms/fsv229 – volume: 46 start-page: 670 issue: 4 year: 1989 ident: 10.1016/j.fishres.2019.01.007_bib0025 article-title: Optimal environmental window and pelagic fish recruitment success in upwelling areas publication-title: Can. J. Fish. Aquat. Sci. doi: 10.1139/f89-086 – volume: 333 start-page: 1147 year: 2011 ident: 10.1016/j.fishres.2019.01.007_bib0155 article-title: Impacts of fishing low–trophic level species on marine ecosystems publication-title: Science doi: 10.1126/science.1209395 – volume: 72 start-page: 121 year: 1977 ident: 10.1016/j.fishres.2019.01.007_bib0060 article-title: Identifications of dynamics regression (distributed lag) model connecting two time series publication-title: J. Am. Stat. Assoc. doi: 10.1080/01621459.1977.10479920 – volume: 173 start-page: 212 year: 1978 ident: 10.1016/j.fishres.2019.01.007_bib0100 article-title: The relation between oceanographic conditions and larval anchovy food in the California current: identification of factors contributing to recruitment failure publication-title: Rapp. P.-v. Réun. Cons. int. Explor. Mer – volume: 13 start-page: 380 year: 2012 ident: 10.1016/j.fishres.2019.01.007_bib0135 article-title: Examining the knowledge base and status of commercially exploited marine species with the RAM Legacy Stock Assessment Database publication-title: Fish Fish. Oxf. (Oxf) doi: 10.1111/j.1467-2979.2011.00435.x – start-page: pp. 395 year: 2009 ident: 10.1016/j.fishres.2019.01.007_bib0105 article-title: Implementing information of stock reproductive potential in fisheries management: the motivation, challenges and opportunities – volume: 54 start-page: 969 year: 1997 ident: 10.1016/j.fishres.2019.01.007_bib0055 article-title: Toward a new recruitment paradigm for fish stocks publication-title: Can. J. Fish. Aquat. Sci. doi: 10.1139/f96-272 – volume: 69 start-page: 209 issue: 2 year: 2012 ident: 10.1016/j.fishres.2019.01.007_bib0020 article-title: A fisheries risk-assessment framework to evaluated tradeoffs among management options in the presence of time-varying productivity publication-title: Can. J. Aquat. Fish. Sci. doi: 10.1139/f2011-148 – volume: 21 start-page: 289 year: 1999 ident: 10.1016/j.fishres.2019.01.007_bib0145 article-title: Worldwide large-scale fluctuations of sardine and anchovy populations publication-title: S. Afr. J. Mar. Sci. doi: 10.2989/025776199784125962 – volume: 27 start-page: 42 issue: 4 year: 2014 ident: 10.1016/j.fishres.2019.01.007_bib0035 article-title: Resolving Hjort’s Dilemma: How Is recruitment related to spawning stock biomass in marine fish? publication-title: Oceanography doi: 10.5670/oceanog.2014.85 |
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| SubjectTerms | autocorrelation biomass Forage fish life history linear models Recruitment dynamics Reverse causality spawning species recruitment temporal variation Time-variation |
| Title | Global forage fish recruitment dynamics: A comparison of methods, time-variation, and reverse causality |
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