Potential fluctuation of δ¹³C and δ¹⁵N values of small pelagic forage fish in the Sea of Japan and East China Sea

References

Aoyama, M., Goto, H., Kamiya, H., Kaneko, I., Kawae, S., Kodama, H., Konishi, Y., Kusumoto, K., Miura, H., Moriyama, E., Murakami, K., Nakano, T., Nozaki, F., Sasano, D., Shimizu, T., Suzuki, H., Takasaki, Y., and Toriyama, A. (2008). Marine biogeochemical response to a rapid warming in the main stream of the Kuroshio in the western North Pacific. Fisheries Oceanography 17, 206–218.
| Marine biogeochemical response to a rapid warming in the main stream of the Kuroshio in the western North Pacific.Crossref | GoogleScholarGoogle Scholar |

Chellman, N. J., Hastings, M. G., and McConnell, J. R. (2016). Increased nitrate and decreased δ15N-NO3– in the Greenland Arctic after 1940 attributed to North American oil burning. The Cryosphere Discussion , (pre-print).
| Increased nitrate and decreased δ¹⁵N-NO^3– in the Greenland Arctic after 1940 attributed to North American oil burning.Crossref | GoogleScholarGoogle Scholar |

Chen, C. T. A., and Wang, S. L. (1999). Carbon, alkalinity and nutrient budgets on the East China Sea continental shelf. Journal of Geophysical Research 104, 20675–20686.
| Carbon, alkalinity and nutrient budgets on the East China Sea continental shelf.Crossref | GoogleScholarGoogle Scholar |

Chiba, S., Sugisaki, H., Kuwata, A., Tadokoro, K., Kobari, T., Yamaguchi, A., and Mackas, D. L. (2012a). Pan-North Pacific comparison of long-term variation in Neocalanus copepods based on stable isotope analysis. Progress in Oceanography 97–100, 63–75.
| Pan-North Pacific comparison of long-term variation in Neocalanus copepods based on stable isotope analysis.Crossref | GoogleScholarGoogle Scholar |

Chiba, S., Sugisaki, H., Kuwata, A., Tadokoro, K., Nagasawa, T. (2012b). Trophic link between Neocalanus copepods and pink salmon in the Western subarctic North Pacific based on long-term nitrogen stable isotope analysis. North Pacific Anadromous Fish Committee Technical papers 8. pp. 19–20.

Dai, Z., Du, J., Li, J., Li, W. H., and Chen, J. (2008). Runoff characteristics of the Changjiang River during 2006: effect of extreme drought and impounding of the Three Gorges Dam. Geophysical Research Letters 35, L07406.
| Runoff characteristics of the Changjiang River during 2006: effect of extreme drought and impounding of the Three Gorges Dam.Crossref | GoogleScholarGoogle Scholar |

Focken, U., and Becker, K. (1998). Metabolic fractionation of stable carbon isotopes: implications of different proximate compositions for studies of the aquatic food webs using δ13C data. Oecologia 115, 337–343.
| Metabolic fractionation of stable carbon isotopes: implications of different proximate compositions for studies of the aquatic food webs using δ¹³C data.Crossref | GoogleScholarGoogle Scholar | 28308424PubMed |

Fontugne, M. R., and Duplessy, J. C. (1981). Organic carbon isotopic fractionation by marine plankton in the temperature range –1 to 31°C. Oceanologica Acta 4, 85–90.

Fox, J., and Weisberg, S. (2019). ‘An R Companion to Applied Regression.’ 3rd edn. (Sage.)

Fujinami, Y., Nakatsuka, S., and Ohshimo, S. (2018). Feeding habits of blue shark, Prionace glauca, in the Northwestern Pacific based on stomach contents and stable isotope ratios. Pacific Science 72, 21–39.
| Feeding habits of blue shark, Prionace glauca, in the Northwestern Pacific based on stomach contents and stable isotope ratios.Crossref | GoogleScholarGoogle Scholar |

Gruber, N., Keeling, C. D., Bacastow, R. B., Guenther, P. R., Lueker, T. J., Wahlen, M., Meijer, H. A., Mook, W. G., and Stocker, T. F. (1999). Spatiotemporal patterns of carbon-13 in the global surface oceans and the oceanic Suess effect. Global Biogeochemical Cycles 13, 307–335.
| Spatiotemporal patterns of carbon-13 in the global surface oceans and the oceanic Suess effect.Crossref | GoogleScholarGoogle Scholar |

Guo, X., Miyazawa, Y., and Yamagata, T. (2006). The Kuroshio onshore intrusion along the shelf break of the East China Sea: the origin of the Tsushima warm current. Journal of Physical Oceanography 36, 2205–2231.
| The Kuroshio onshore intrusion along the shelf break of the East China Sea: the origin of the Tsushima warm current.Crossref | GoogleScholarGoogle Scholar |

Hill, W. R., and Middleton, R. G. (2006). Changes in carbon stable isotope ratios during periphyton development. Limnology and Oceanography 51, 2360–2369.
| Changes in carbon stable isotope ratios during periphyton development.Crossref | GoogleScholarGoogle Scholar |

Holmes, E. E., Ward, E. J., and Scheuerell, M. D. (2020). Analysis of multivariate time-series using the MARSS package. NOAA Fisheries, Northwest Fisheries Science Center, Seattle, WA, USA.

Keeling, C. D. (1979). The Suess effect: 13Carbon-14Carbon interrelations. Environment International 2, 229–300.
| The Suess effect: ¹³Carbon-¹⁴Carbon interrelations.Crossref | GoogleScholarGoogle Scholar |

Kendall, C., Elliot, E. M., and Wankel, S. D. (2007). Tracing anthropogenic inputs of nitrogen to ecosystems. In ‘Stable Isotopes in Ecology and Environmental Science’. (Eds R. Michener and K. Lajtha.) pp. 375–449. (Blackwell Publishing.)

Kodama, K., Furuya, K., Hashihama, F., Takeda, S., and Kanda, J. (2011). Occurrence of rain‐origin nitrate patches at the nutrient‐depleted surface in the East China Sea and the Philippine Sea during summer. Journal of Geophysical Research 116, C08003.
| Occurrence of rain‐origin nitrate patches at the nutrient‐depleted surface in the East China Sea and the Philippine Sea during summer.Crossref | GoogleScholarGoogle Scholar |

Kodama, T., Morimoto, H., Igeta, Y., and Ichikawa, T. (2015a). Macroscale‐wide nutrient inversions in the subsurface layer of the Japan Sea during summer. Journal of Geophysical Research 120, 7476–7492.

Kodama, T., Setou, T., Masujima, M., Okazaki, M., and Ichikawa, T. (2015b). Intrusions of excess nitrate in the Kuroshio subsurface layer. Continental Shelf Research 110, 191–200.
| Intrusions of excess nitrate in the Kuroshio subsurface layer.Crossref | GoogleScholarGoogle Scholar |

Kodama, T., Igeta, Y., Kuga, M., and Abe, S. (2016). Long‐term decrease in phosphate concentrations in the surface layer of the southern Japan Sea. Journal of Geophysical Research 121, 7845–7856.

Kodama, T., Morimoto, A., Takikawa, T., Ito, M., Igeta, Y., Abe, S., Fukudome, K., Honda, N., and Katoh, O. (2017). Presence of high nitrate to phosphate ratio subsurface water in the Tsushima Strait during summer. Journal of Oceanography 73, 759–769.
| Presence of high nitrate to phosphate ratio subsurface water in the Tsushima Strait during summer.Crossref | GoogleScholarGoogle Scholar |

Kodama, T., Wagawa, T., Ohshimo, S., Morimoto, H., Iguchi, N., Fukudome, K., Goto, T., Takahashi, M., and Yasuda, T. (2018). Improvement in recruitment of Japanese sardine with delays of the spring phytoplankton bloom in the Sea of Japan. Fisheries Oceanography 27, 289–301.
| Improvement in recruitment of Japanese sardine with delays of the spring phytoplankton bloom in the Sea of Japan.Crossref | GoogleScholarGoogle Scholar |

Kong, C. E., Yoo, S., and Jang, C. J. (2019). East China Sea ecosystem multiple stressors: heterogeneous responses in the sea surface chlorophyll-a. Deep-sea Research. Part I, Oceanographic Research Papers 151, 103078.
| East China Sea ecosystem multiple stressors: heterogeneous responses in the sea surface chlorophyll-a.Crossref | GoogleScholarGoogle Scholar |

Kuroda, H., Setou, T., Kakehi, S., Ito, S., Taneda, T., Azumaya, T., Inagake, D., Hiroe, Y., Morinaga, K., Okazaki, M., Yokota, T., Okunishi, T., Aoki, K., Shimizu, Y., Hasegawa, D., and Watanabe, T. (2017). Recent advances in Japanese fisheries science in the Kuroshio–Oyashio region through development of the FRA-ROMS ocean forecast system: overview of the reproducibility of reanalysis products. Open Journal of Marine Science 7, 62–90.
| Recent advances in Japanese fisheries science in the Kuroshio–Oyashio region through development of the FRA-ROMS ocean forecast system: overview of the reproducibility of reanalysis products.Crossref | GoogleScholarGoogle Scholar |

Kurota, H., Szuwalski, C. S., and Ichinokawa, M. (2020). Drivers of recruitment dynamics in Japanese major fisheries resources: effects of environmental conditions and spawner abundance. Fisheries Research 221, 105353.
| Drivers of recruitment dynamics in Japanese major fisheries resources: effects of environmental conditions and spawner abundance.Crossref | GoogleScholarGoogle Scholar |

Length, R. V. (2016). Least-squares means: the R package lsmeans. Journal of Statistical Software 69, 1–33.

Liu, X., Furuya, K., Shiozaki, T., Masuda, T., Kodama, T., Sato, M., Kaneko, H., Nagasawa, M., and Yasuda, I. (2013). Variability in nitrogen sources for new production in the vicinity of the shelf edge of the East China Sea in summer. Continental Shelf Research 61–62, 23–30.
| Variability in nitrogen sources for new production in the vicinity of the shelf edge of the East China Sea in summer.Crossref | GoogleScholarGoogle Scholar |

Liu, S. M., Ninga, X., Dong, S., Song, G., Wang, L., Altabet, M. A., Zhu, Z., Wu, Y., Ren, L., Liu, C. G., Zhang, J., and Huang, D. (2020). Source vs recycling influences on the isotopic composition of nitrate and nitrite in the East China Sea. Journal of Geophysical Research. Oceans , .
| Source vs recycling influences on the isotopic composition of nitrate and nitrite in the East China Sea.Crossref | GoogleScholarGoogle Scholar |

Logan, J. M., Jardine, T. D., Miller, T. J., Bunn, S. E., Cunjak, R. A., and Lutcavage, M. E. (2008). Lipid corrections in carbon and nitrogen stable isotope analyses: comparison of chemical extraction and modelling methods. Journal of Animal Ecology 77, 838–846.
| Lipid corrections in carbon and nitrogen stable isotope analyses: comparison of chemical extraction and modelling methods.Crossref | GoogleScholarGoogle Scholar |

Lorrain, A., Graham, B. S., Popp, B. N., Allain, V., Olson, R. J., Hunt, B. P. V., Potier, M., Fry, B., Galván-Magaña, F., Menkes, C. E. R., Kaehler, S., and Ménard, F. (2015). Nitrogen isotopic baselines and implications for estimating foraging habitat and trophic position of yellowfin tuna in the Indian and Pacific Oceans. Deep-sea Research. Part II, Topical Studies in Oceanography 113, 188–198.
| Nitrogen isotopic baselines and implications for estimating foraging habitat and trophic position of yellowfin tuna in the Indian and Pacific Oceans.Crossref | GoogleScholarGoogle Scholar |

Lorrain, A., Pethybridge, H., Cassar, N., Receveur, A., Allain, V., Bodin, N., Bopp, L., Choy, C. A., Duffy, L., Fry, B., Goñi, N., Graham, B. S., Hobday, A. J., Logan, J. M., Ménard, F., Menkes, C. E., Olson, R. J., Pagendam, D. E., Point, D., Revill, A. T., Somes, C. J., and Young, J. W. (2020). Trends in tuna carbon isotopes suggest global changes in pelagic phytoplankton communities. Global Change Biology 26, 458–470.
| Trends in tuna carbon isotopes suggest global changes in pelagic phytoplankton communities.Crossref | GoogleScholarGoogle Scholar | 31578765PubMed |

Magozzi, S., Yool, A., van der Zanden, H. B., Wunder, M. B., and Trueman, C. N. (2017). Using ocean models to predict spatial and temporal variation in marine carbon isotopes. Ecosphere 8, e01763.
| Using ocean models to predict spatial and temporal variation in marine carbon isotopes.Crossref | GoogleScholarGoogle Scholar |

Maritorena, S., d’Andon, O. H. F., Mangin, A., and Siegel, D. A. (2010). Merged satellite ocean color data products using a bio-optical model: characteristics, benefits and issues. Remote Sensing of Environment 114, 1791–1804.
| Merged satellite ocean color data products using a bio-optical model: characteristics, benefits and issues.Crossref | GoogleScholarGoogle Scholar |

Muko, S., Ohshimo, S., Kurota, H., Yasuda, T., and Fukuwaka, M. (2018). Long-term distribution changes in distribution of Japanese sardine in the Sea of Japan during the stock fluctuations. Marine Ecology Progress Series 593, 141–154.
| Long-term distribution changes in distribution of Japanese sardine in the Sea of Japan during the stock fluctuations.Crossref | GoogleScholarGoogle Scholar |

Navarro, J., Coll, M., Somes, C. J., and Olson, R. J. (2013). Trophic niche of squids: insights from isotopic data in marine systems worldwide. Deep-sea Research. Part II, Topical Studies in Oceanography 95, 93–102.
| Trophic niche of squids: insights from isotopic data in marine systems worldwide.Crossref | GoogleScholarGoogle Scholar |

Ohshimo, S. (1996). Acoustic estimation of biomass and school character of anchovy Engraulis japonicus in the East China Sea and the Yellow Sea. Fisheries Science 62, 344–349.
| Acoustic estimation of biomass and school character of anchovy Engraulis japonicus in the East China Sea and the Yellow Sea.Crossref | GoogleScholarGoogle Scholar |

Ohshimo, S. (2004). Spatial distribution and biomass of pelagic fish in the East China Sea in summer, based on acoustic surveys from 1997 to 2001. Fisheries Science 70, 389–400.
| Spatial distribution and biomass of pelagic fish in the East China Sea in summer, based on acoustic surveys from 1997 to 2001.Crossref | GoogleScholarGoogle Scholar |

Ohshimo, S., Mitani, T., and Honda, S. (1998). Acoustic surveys of spawning Japanese sardine, Sardinops melanostictus, in the waters off western and southern Kyushu, Japan. Fisheries Science 64, 665–672.
| Acoustic surveys of spawning Japanese sardine, Sardinops melanostictus, in the waters off western and southern Kyushu, Japan.Crossref | GoogleScholarGoogle Scholar |

Ohshimo, S., Tanaka, H., and Hiyama, Y. (2009). Long-term assessment and growth changes of the Japanese sardine in the Sea of Japan and East China Sea from 1953 to 2006. Fisheries Oceanography 18, 346–358.
| Long-term assessment and growth changes of the Japanese sardine in the Sea of Japan and East China Sea from 1953 to 2006.Crossref | GoogleScholarGoogle Scholar |

Ohshimo, S., Tanaka, H., Nishiuchi, K., et al. (2016). Trophic positions and predator–prey mass ratio in the East China Sea and Sea of Japan. Marine and Freshwater Research 67, 1692–1699.
| Trophic positions and predator–prey mass ratio in the East China Sea and Sea of Japan.Crossref | GoogleScholarGoogle Scholar |

Ohshimo, S., Hiraoka, Y., Sato, T., and Nakatsuka, S. (2018). Feeding habits of bigeye tuna (Thunnus obesus) in the North Pacific Ocean from 2011 to 2013. Marine and Freshwater Research 69, 585–606.
| Feeding habits of bigeye tuna (Thunnus obesus) in the North Pacific Ocean from 2011 to 2013.Crossref | GoogleScholarGoogle Scholar |

Ohshimo, S., Madigan, D. J., Kodama, T., Tanaka, H., Komoto, K., Suyama, S., Ono, T., and Yamakawa, T. (2019). Isoscapes reveal patterns of δ13C and δ15N of pelagic forage fish and squid in the Northwest Pacific Ocean. Progress in Oceanography 175, 124–138.
| Isoscapes reveal patterns of δ¹³C and δ¹⁵N of pelagic forage fish and squid in the Northwest Pacific Ocean.Crossref | GoogleScholarGoogle Scholar |

Oka, E., Yamada, K., Sasano, D., Enyo, K., Nakano, T., and Ishii, M. (2019). Remotely forced decadal physical biogeochemical variability of North Pacific subtropical mode water over the last 40 years. Geophysical Research Letters 46, 1555–1561.
| Remotely forced decadal physical biogeochemical variability of North Pacific subtropical mode water over the last 40 years.Crossref | GoogleScholarGoogle Scholar |

Post, D. M. (2002). Using stable isotopes to estimate trophic position: models, methods, and assumption. Ecology 83, 703–718.
| Using stable isotopes to estimate trophic position: models, methods, and assumption.Crossref | GoogleScholarGoogle Scholar |

Post, D. M., Layman, C. A., Arrington, D. A., Takimoto, G., Quattrochi, J., and Montaña, C. G. (2007). Getting to the fat of the matter: models, methods and assumptions for dealing with lipids in stable isotope analyses. Oecologia 152, 179–189.
| Getting to the fat of the matter: models, methods and assumptions for dealing with lipids in stable isotope analyses.Crossref | GoogleScholarGoogle Scholar | 17225157PubMed |

R Core Team (2020). ‘A language and environment for statistical computing.’ (R Foundation for Statistical Computing: Vienna, Austria.)

Ren, H., Chen, Y. C., Wang, X. T., Wong, G. T. F., Cohen, A. I., DeCarlo, T. M., Weigand, M. A., Mii, H. S., and Sigman, D. M. (2017). 21st-century rise in anthropogenic nitrogen deposition on a remote coral reef. Science 356, 749–752.
| 21st-century rise in anthropogenic nitrogen deposition on a remote coral reef.Crossref | GoogleScholarGoogle Scholar | 28522534PubMed |

Revill, A. T., Young, J. W., and Lansdell, M. (2009). Stable isotopic evidence for trophic groupings and bio-regionalization of predators and their prey in oceanic waters off eastern Australia. Marine Biology 156, 1241–1253.
| Stable isotopic evidence for trophic groupings and bio-regionalization of predators and their prey in oceanic waters off eastern Australia.Crossref | GoogleScholarGoogle Scholar |

Riaux-Gobin, C., Fontugne, M., Jensen, K. G., Bentaleb, I., Cauwet, G., Chrétiennot-Dinet, M. J., and Poisson, A. (2006). Surficial deep-sea sediments across the polar frontal system (Southern Ocean, Indian sector): particulate carbon content and microphyte signatures. Marine Geology 230, 147–159.
| Surficial deep-sea sediments across the polar frontal system (Southern Ocean, Indian sector): particulate carbon content and microphyte signatures.Crossref | GoogleScholarGoogle Scholar |

Shiozaki, T., Furuya, K., Kodama, T., Kitajima, S., Takeda, S., Takemura, T., and Kanda, J. (2010). New estimation of N2 fixation in the western and central Pacific Ocean and its marginal seas. Global Biogeochemical Cycles 24, GB1015.
| New estimation of N2 fixation in the western and central Pacific Ocean and its marginal seas.Crossref | GoogleScholarGoogle Scholar |

Shiozaki, T., Kondo, Y., Yuasa, D., and Takeda, S. (2018). Distribution of major diazotrophs in the surface water of the Kuroshio from northeastern Taiwan to south of mainland Japan. Journal of Plankton Research 40, 407–419.
| Distribution of major diazotrophs in the surface water of the Kuroshio from northeastern Taiwan to south of mainland Japan.Crossref | GoogleScholarGoogle Scholar |

Siswanto, E., Honda, M. C., Matsumoto, K., Sasai, Y., Fujiki, T., Sasaoka, K., and Saino, T. (2016). Sixteen-year phytoplankton biomass trends in the northwestern Pacific Ocean observed by the Sea WiFS and MODIS ocean color sensors. Journal of Oceanography 72, 479–489.
| Sixteen-year phytoplankton biomass trends in the northwestern Pacific Ocean observed by the Sea WiFS and MODIS ocean color sensors.Crossref | GoogleScholarGoogle Scholar |

Somes, C.J., Schmittner, A., Galbraith, E.D., Lehmann, M.F., Altabet, M.A., Montoya, J.P., Letelier, R.M., Mix, A.C., Bourbonnais, A., and Eby, M. (2010). Simulating the global distribution of nitrogen isotopes in the Ocean. Global Biogeochemistry Cycle 24, GB4019.
| Simulating the global distribution of nitrogen isotopes in the Ocean.Crossref | GoogleScholarGoogle Scholar |

Spero, H. J., Bijma, J., Lea, D. W., and Bemis, B. E. (1997). Effect of seawater carbonate concentration on foraminiferal carbon and oxygen isotopes. Nature 390, 497–500.
| Effect of seawater carbonate concentration on foraminiferal carbon and oxygen isotopes.Crossref | GoogleScholarGoogle Scholar |

Takai, N., Hirose, N., Osawa, T., Hagiwara, K., Kojima, T., Okazaki, Y., Kuwae, T., Taniuchi, T., and Yoshihara, K. (2007). Carbon source and trophic position of pelagic fish in coastal waters of south-eastern Izu Peninsula, Japan, identified by stable isotope analysis. Fisheries Science 73, 593–608.
| Carbon source and trophic position of pelagic fish in coastal waters of south-eastern Izu Peninsula, Japan, identified by stable isotope analysis.Crossref | GoogleScholarGoogle Scholar |

Tanaka, H., Aoki, I., and Ohshimo, S. (2006). Feeding habits and gill raker morphology of three planktivorous pelagic fish species off the coast of north and western Kyushu in summer. Journal of Fish Biology 68, 1041–1061.
| Feeding habits and gill raker morphology of three planktivorous pelagic fish species off the coast of north and western Kyushu in summer.Crossref | GoogleScholarGoogle Scholar |

Tanaka, H., Takasuka, A., Aoki, I., and Ohshimo, S. (2008). Geographical variations in the trophic ecology of Japanese anchovy, Engraulis japonicus, inferred from carbon and nitrogen stable isotope ratios. Marine Biology 154, 557–568.
| Geographical variations in the trophic ecology of Japanese anchovy, Engraulis japonicus, inferred from carbon and nitrogen stable isotope ratios.Crossref | GoogleScholarGoogle Scholar |

Williams, B., Halfar, J., Steneck, R. S., Wortmann, U. G., Hetzinger, S., Adey, W., Lebednik, P., and Joachimski, M. (2011). Twentieth century δ13C variability in surface water dissolved inorganic carbon recorded by coralline algae in the northern North Pacific Ocean and the Bering Sea. Biogeosciences 8, 165–174.
| Twentieth century δ¹³C variability in surface water dissolved inorganic carbon recorded by coralline algae in the northern North Pacific Ocean and the Bering Sea.Crossref | GoogleScholarGoogle Scholar |

Yasuda, T., Ohshimo, S., and Yukami, R. (2014). Fishing ground hot-spot reveals long-term variation in chum mackerel Scomber japonicus habitat in the East China Sea. Marine Ecology Progress Series 501, 239–250.
| Fishing ground hot-spot reveals long-term variation in chum mackerel Scomber japonicus habitat in the East China Sea.Crossref | GoogleScholarGoogle Scholar |

Yukami, R., Ohshimo, S., Yoda, M., and Hiyama, Y. (2009). Estimation of spawning grounds of chub mackerel (Scomber japonicus) and spotted mackerel (S. australasicus) in the East China Sea based on catch statistics and biometric data. Fisheries Science 75, 167–174.
| Estimation of spawning grounds of chub mackerel (Scomber japonicus) and spotted mackerel (S. australasicus) in the East China Sea based on catch statistics and biometric data.Crossref | GoogleScholarGoogle Scholar |