Cited by 34Fish Ecology and Management StudiesMarine and fisheries researchWildlife Ecology and Conservation

Role of carryover effects in conservation of wild Pacific salmon migrating regulated rivers

Open access
Gosselin, Jennifer L., Buhle, Eric R., Van Holmes, Christopher, Beer, W. Nicholas, Iltis, Susannah, Anderson, James J.·2021·Ecosphere

Abstract

Determining which factors are most effective for mitigative strategies in conservation management can be difficult for species with complex life cycles. Salmon (Oncorhynchus spp.) migrating through a hydroelectric power system experience conditions that can affect their survival directly within a life stage and indirectly in subsequent life stages through carryover effects. We quantified the association of covariates with survival across life stages of Chinook salmon (O. tshawytscha): juveniles migrating downstream, juveniles in the estuary, subadults in the ocean, and adults migrating upstream. We applied a hierarchical Bayesian mark–recapture model to ~400,000 wild Snake River Chinook salmon (Pacific Northwest, USA). Modeled covariates of survival included migration timing, river temperature, flow, percent of water spilled over dams, snow water equivalent, juvenile fish transportation, juvenile fish length, dam powerhouse passage, sea surface temperature, and the North Pacific Gyre Oscillation. By analyzing these covariates in a unified model, we evaluated their relationships to survival within and across life stages in a common currency. Among direct effects, the negative relationship of sea surface temperature to ocean survival had the largest marginal effect size. Carryover effects also had substantial marginal effect sizes. Ocean survival was associated positively with juvenile length and snow water equivalent and negatively with river temperature. In comparison, direct effects on juvenile and adult survival generally showed smaller marginal effect sizes. Both juvenile and adult survival were negatively associated with river temperature. Juvenile survival increased with fish length, while adult survival was positively related to flow and negatively to percent water spilled at dams. The greatest variability in survival, however, was in the ocean stage. Thus, as the ocean continues to warm and as the human population exerts more pressure on the ecosystem, carryover effects will be increasingly important for recovering salmon and other migratory species.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1002/ecs2.3618

Cites

2 of 2 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • These studies suggest that estuarine growth can be an important 'carryover' effect of estuary rearing that relates to subsequent ocean survival.

    “These studies suggest that estuarine growth can be an important”

    From Life in the Fast Lane: Feeding and Growth of Juvenile Steelhead and Chinook Salmon in <scp>Main‐Stem</scp> Habitats of the Columbia River Estuary (2022) · cites this paper as Gosselin et al. 2021

    The Results (page unavailable) identify fish length as an important carryover predictor of ocean survival. But the Covariates section (page unavailable) says length was measured in the juvenile downstream reach and that no estuary covariates other than passage type were examined. The paper therefore does not establish that growth during estuary rearing relates to subsequent ocean survival. (LLM, conf=0.86)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 46

  1. Barraquand, F., T. T. Hoye, J. A. Henden, N. G. Yoccoz, O. Gilg, N. M. Schmidt, B. Sittler, and R. A. Ims. 2014. Demographic responses of a site-faithful and territorial predator to its fluctuating prey: long- tailed skuas and arctic lemmings. Journal of Ani- mal Ecology 83:375-387.
  2. Buchanan, R. A., and J. R. Skalski. 2007. A migratory life-cycle release-recapture model for salmonid PIT-tag investigations. Journal of Agricultural Bio- logical and Environmental Statistics 12:325-345.
  3. Buchanan, R. A., J. R. Skalski, and S. G. Smith. 2006. Estimating the effects of smolt transportation from different vantage points and management perspec- tives. North American Journal of Fisheries Man- agement 26:460-472.
  4. Budy, P., G. P. Thiede, N. Bouwes, C. E. Petrosky, and H. A. Schaller. 2002. Evidence linking delayed mor- tality of Snake River salmon to their earlier hydrosystem experience. Transactions of the Amer- ican Fisheries Society 22:35-51.
  5. Clemens, B. J., S. P. Clements, M. D. Karnowski, D. B. Jepsen, A. I. Gitelman, and C. B. Schreck. 2009. Effects of transportation and other factors on sur- vival estimates of juvenile salmonids in the unim- pounded lower Columbia River. Transactions of the American Fisheries Society 138:169-188.
  6. Connor, W. P., H. L. Burge, J. R. Yearsley, and T. C. Bjornn. 2003. Influence of flow and temperature on survival of wild subyearling fall Chinook salmon in the Snake River. North American Journal of Fisheries Management 23:362-375.
  7. Crozier, L. G., R. W. Zabel, E. E. Hockersmith, and S. Achord. 2010. Interacting effects of density and temperature on body size in multiple populations of Chinook salmon. Journal of Animal Ecology 79:342-349.
  8. Di Lorenzo, E., et al. 2008. North Pacific Gyre Oscilla- tion links ocean climate and ecosystem change. Geophysical Research Letters 35:L08607.
  9. Dingeldein, A. L., and J. W. White. 2016. Larval traits carry over to affect post-settlement behaviour in a common coral reef fish. Journal of Animal Ecology 85:903-914.
  10. Dormann, C. F., et al. 2013. Collinearity: a review of methods to deal with it and a simulation study evaluating their performance. Ecography 36:27-46.
  11. Evans, A. F., N. J. Hostetter, K. Collis, D. D. Roby, and F. J. Loge. 2014. Relationship between juvenile fish condition and survival to adulthood in steelhead. Transactions of the American Fisheries Society 143:899-909.
  12. Faulkner, J. R., B. L. Bellerud, D. L. Widener, and R. W. Zabel. 2019. Associations among fish length, dam passage history, and survival to adulthood in two at-risk species of Pacific salmon. Transactions of the American Fisheries Society 148:1069-1087.
  13. Ferguson, J. W., R. F. Absolon, T. J. Carlson, and B. P. Sandford. 2006. Evidence of delayed mortality on juvenile Pacific salmon passing through turbines at Columbia River dams. Transactions of the Ameri- can Fisheries Society 135:139-150.
  14. Freshwater, C., M. Trudel, T. D. Beacham, S. Gauthier, S. C. Johnson, C. E. Neville, and F. Juanes. 2019. Individual variation, population-specific beha- viours and stochastic processes shape marine migration phenologies. Journal of Animal Ecology 88:67-78.
  15. Gelman, A., J. B. Carlin, H. S. Stern, D. B. Dunson, A. Vehtari, and D. B. Rubin 2014. Bayesian data analy- sis. Third edition. Chapman & Hall Book, CRC Press, Boca Raton, Florida, USA.
  16. Gosselin, J. L., and J. J. Anderson. 2017. Combining migration history, river conditions, and fish condi- tion to examine cross-life-stage effects on marine survival in Chinook salmon. Transactions of the American Fisheries Society 146:408-421.
  17. Haeseker, S. L., G. Scheer, and J. McCann. 2020. Avian predation on steelhead is consistent with compen- satory mortality. Journal of Wildlife Management 84:1164-1178.
  18. Hecht, J. S., G. Lacombe, M. E. Arias, T. D. Dang, and T. Piman. 2019. Hydropower dams of the Mekong River basin: a review of their hydrological impacts. Journal of Hydrology 568:285-300.
  19. Henderson, M. J., I. S. Iglesias, C. J. Michel, A. J. Ammann, and D. D. Huff. 2019. Estimating spatial- temporal differences in Chinook salmon outmigra- tion survival with habitat-and predation-related covariates. Canadian Journal of Fisheries and Aquatic Sciences 76:1549-1561.
  20. Holsman, K. K., E. L. Hazen, A. Haynie, S. Gourguet, A. Hollowed, S. J. Bograd, J. F. Samhouri, and K. Aydin. 2019. Towards climate resiliency in fisheries management. ICES Journal of Marine Science 76:1368-1378.
  21. Hostetter, N. J., A. F. Evans, F. J. Loge, R. R. O'Connor, B. M. Cramer, D. Fryer, and K. Collis. 2015. The influence of individual fish characteristics on sur- vival and detection: similarities across two salmo- nid species. North American Journal of Fisheries Management 35:1034-1045.
  22. Johnstone, J. A., and N. J. Mantua. 2014. Atmospheric controls on northeast Pacific temperature variabil- ity and change, 1900-2012. Proceedings of the National Academy of Sciences of the United States of America 111:14360-14365.
  23. Keefer, M. L., and C. C. Caudill. 2014. Homing and straying by anadromous salmonids: a review of mechanisms and rates. Reviews in Fish Biology and Fisheries 24:333-368.
  24. Keefer, M. L., T. S. Clabough, M. A. Jepson, T. Bower- man, and C. C. Caudill. 2019. Temperature and depth profiles of Chinook salmon and the energetic costs of their long-distance homing migrations. Journal of Thermal Biology 79:155-165.
  25. Kilduff, D. P., E. Di Lorenzo, L. W. Botsford, and S. L. H. Teo. 2015. Changing central Pacific El Ninos reduce stability of North American salmon sur- vival rates. Proceedings of the National Academy of Sciences of the United States of America 112:10962-10966.
  26. Litzow, M. A., M. E. Hunsicker, N. A. Bond, B. J. Burke, C. Cunningham, J. L. Gosselin, E. L. Norton, E. J. Ward, and S. Zador. 2020. The changing physi- cal and ecological meanings of North Pacific Ocean climate indices. Proceedings of the National Acad- emy of Sciences 117:7665-7671.
  27. Litzow, M. A., M. J. Malick, N. A. Bond, C. J. Cunning- ham, J. L. Gosselin, and E. R. Ward. 2020b. Quanti- fying a novel climate through changes in PDO- climate and PDO-Salmon relationships. Geophysi- cal Research Letters 47:e2020GL087972.
  28. Mantua, N. J., S. R. Hare, Y. Zhang, J. M. Wallace, and R. C. Francis. 1997. A Pacific interdecadal climate oscillation with impacts on salmon production. Bulletin of the American Meteorological Society 78:1069-1079.
  29. McMichael, G. A., J. R. Skalski, and K. A. Deters. 2011. Survival of Juvenile Chinook Salmon during barge transport. North American Journal of Fisheries Management 31:1187-1196.
  30. Mueter, F. J., R. M. Peterman, and B. J. Pyper. 2002. Opposite effects of ocean temperature on survival rates of 120 stocks of Pacific salmon (Oncorhynchus spp.) in northern and southern areas. Canadian Journal of Fisheries and Aquatic Sciences 59:456- 463.
  31. Muir, W. D., D. M. Marsh, B. P. Sandford, S. G. Smith, and J. G. Williams. 2006. Post-hydropower system delayed mortality of transported Snake River stream-type Chinook salmon: unraveling the mys- tery. Transactions of the American Fisheries Society 135:1523-1534.
  32. National Marine Fisheries Service (NMFS). 2016. 2016 5-Year Review: Summary & Evaluation of Snake River Sockeye, Snake River Spring-Summer Chi- nook, Snake River Fall-Run Chinook, Snake River Basin Steelhead. Published by the National Marine Fisheries Service, West Coast Region, Oregon of the National Oceanic and Atmospheric Adminis- tration, U.S. Department of Commerce, Portland, Oregon, USA
  33. Ohlberger, J., D. E. Schindler, E. J. Ward, T. E. Wals- worth, and T. E. Essington. 2019. Resurgence of an apex marine predator and the decline in prey body size. Proceedings of the National Academy of Sciences of the United States of America 116:26682-26689.
  34. Owusu, A. G., M. Mul, P. van der Zaag, and J. Slinger. 2020. Re-operating dams for environmental flows: from recommendation to practice. River Research and Applications 2020:1-11. July 2021 v Volume 12(7) v Article e03618 FRESHWATER ECOLOGY GOSSELIN ET AL. 21508925, 2021, 7, · DOI
  35. Peterson, W. 1998. Life cycle strategies of copepods in coastal upwelling zones. Journal of Marine Sys- tems 15:313-326.
  36. Pon, L. B., S. G. Hinch, S. J. Cooke, D. A. Patterson, and A. P. Farrell. 2009. Physiological, energetic and behavioural correlates of successful fishway pas- sage of adult sockeye salmon Oncorhynchus nerka in the Seton River, British Columbia. Journal of Fish Biology 74:1323-1336.
  37. Quinn, T. P. 2018. The behavior and ecology of Pacific Salmon and Trout. Second edition. University of Washington Press, Seattle, Washington, USA.
  38. Rheinheimer, D. E., S. E. Null, and J. R. Lund. 2015. Optimizing selective withdrawal from reservoirs to manage downstream temperatures with climate warming. Journal of Water Resources Planning and Management 141:4014063.
  39. Schaller, H. A., C. E. Petrosky, and E. S. Tinus. 2014. Evaluating river management during seaward migration to recover Columbia River stream-type Chinook salmon considering the variation in mar- ine conditions. Canadian Journal of Fisheries and Aquatic Sciences 71:259-271.
  40. Scheuerell, M. D., R. W. Zabel, and B. P. Sandford. 2009. Relating juvenile migration timing and sur- vival to adulthood in two species of threatened Pacific salmon (Oncorhynchus spp.). Journal of Applied Ecology 46:983-990.
  41. Stich, D. S., G. B. Zydlewski, and J. D. Zydlewski. 2016. Physiological preparedness and performance of Atlantic salmon Salmo salar smolts in relation to behavioural salinity preferences and thresholds. Journal of Fish Biology 88:595-617.
  42. Stoks, R., and A. Cordoba-Aguilar. 2012. Evolutionary ecology of odonata: a complex life cycle perspec- tive. Annual Review of Entomology 57:249-265.
  43. Ward, M. P., T. J. Benson, J. Deppe, T. J. Zenzal, R. H. Diehl, A. Celis-Murillo, R. Bolus, and F. R. Moore 2018. Estimating apparent survival of songbirds crossing the Gulf of Mexico during autumn migra- tion. Proceedings of the Royal Society B: Biological Sciences 285:20181747.
  44. Weitkamp, L. A., D. J. Teel, M. Liermann, S. A. Hinton, D. M. Van Doornik, and P. J. Bentley. 2015. Stock- v www.esajournals.org 19 July 2021 v Volume 12(7) v Article e03618 FRESHWATER ECOLOGY GOSSELIN ET AL. 21508925, 2021, 7, specific size and timing at ocean entry of Columbia River juvenile Chinook salmon and steelhead: implications for early ocean growth. Marine and Coastal Fisheries 7:370-392. · DOI
  45. Whitney, R. R., C. C. Coutant, and P. R. Mundy 2006. Mitigation of salmon losses due to hydroelectric development. Pages 325-416 in R. N. Williams, edi- tor. Return to the river: restoring salmon to the Columbia River. Elsevier Academic Press, San Diego, California, USA.
  46. Williams, R. N., et al. 2006. Return to the river: restor- ing salmon to the Columbia River. First edition. Elsevier Academic Press, San Diego, California, USA.

Cited by

Sorted by citations

Authors
Gosselin, J. L., Buhle, E. R., Van Holmes, C., Beer, W. N., Iltis, S., & Anderson, J. J.
Affiliations
  • University of Washington (US)
  • Biomark (United States) (US)
  • School of Aquatic and Fishery Sciences University of Washington 1122 NE Boat Street Seattle Washington 98105 USA
Corresponding author
Gosselin, Jennifer L.
Venue
Ecosphere
Publisher
Wiley
Published
2021-07
Volume
12
Issue
7
ISSN
2150-8925 (ISSN-L)
OpenAlex
W3180358810
Cited by
34
References
2
Citations by year
2026: 5 · 2025: 11 · 2024: 5 · 2023: 7 · 2022: 5 · 2021: 1
FWCI
2.88
Type
journal article
Language
en
Open access
Locations
  • Ecosphere (publishedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • National Oceanic and Atmospheric Administration
  • Bonneville Power Administration
  • National Marine Fisheries Service
  • Northwest Fisheries Science Center
Topics
  • Physical Sciences › Environmental Science › Nature and Landscape Conservation › Fish Ecology and Management Studies
  • Physical Sciences › Environmental Science › Global and Planetary Change › Marine and fisheries research
  • Physical Sciences › Environmental Science › Ecology › Wildlife Ecology and Conservation
Keywords
residual effects, Oncorhynchus tshawytscha, Snake River, hydroelectric dams, salmon survival, juvenile survival, sea surface temperature, river temperature, snow water equivalent, North Pacific Gyre Oscillation, salmon conservation, life stages, migration timing

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review