The Japanese pond smelt ( Hypomesus nipponensis ) stock has been observed to fluctuate quite rigorously over the years with sustained periods of low catch in Lake Kasumigaura and Kitaura of the Ibaraki prefecture, Japan which would adversely affect the socioeconomic livelihood of the local fishermen and fisheries industry. This study was aimed at determining the factors affecting the stock fluctuation of the pond smelt through the different years in the two lakes. Through exploratory analysis it was found that the pond smelt had significant relationship with total phosphorus (TP) level in both lakes. The global mean land and ocean temperature index (LOTI) was also found to be indirectly related to the pond smelt stock in lake Kasumigaura and Kitaura at the latitude band of 24 ° N to 90 ° N ( l ). Both TP and LOTI had inverse relationship with pond smelt trajectory in both lakes. For both Lake Kasumigaura and Kitaura, TP for the individual lakes and LOTI ( l ) were used as independent variables using generalized linear model and response surface methods for modeling the stock dynamics of the pond smelt in the two lakes. Model selection was based on significant parameter estimates ( p < 0.05), Akaikes Information Criterion and R 2 values. Phosphorus loading is an indication of increasing anthropogenic activities in the surrounding area having negative impact on the pond smelt population. When management decisions are being made regarding pond smelt fishery and sustainability plans in the Ibaraki prefecture, the effects of TP and LOTI should be taken into account. Future research needs to be directed towards deeper understanding the mechanisms by which TP and LOTI affect pond smelt population in Lake Kasumigaura and Kitaura for more effective management.
KeywordsPond SmeltLake KasumigauraLake KitauraPhosphorusSurface Temperature
Saruwatari, T., L?pez, J.A. and Pietsch, T.W. (1997) A Revision of Osmerid Genus Hypomesus Gill (Teleostei: Salmoniforms), with the Description of a New Species from the Southern Kurill Islands. Species Diversity, 2, 59-82. http://ci.nii.ac.jp/naid/110002336628/
Hamada, K. (1961) Taxonomic and Ecological Studies of the Genus Hypomesus of Japan. Memoirs of the Faculty of Fisheries, Hokkaido University, 9, 1-55. http://hdl.handle.net/2115/21833
Katayama, S., Kijima, A., Omori, M. and Okata, A. (2001) Genetic Differentiation Among and Within Local Regions in the Pond Smelt, Hypomesus nipponensis. Tohoku Journal of Agricultural Research, 51, 61-75. http://hdl.handle.net/10097/30024
Shiraisi, Y. (1960) The Fisheries Biology and Population Dynamics of Pond Smelt, Hypomesus olidus (Pallas). Bulletin of the Freshwater Fisheries Research Laboratory, 10, 1-263 (in Japanese with English abstract).
Ibaraki Prefecture (2012) Fisheries of Lakes Kasumigaura and Kitaura. In: Fisheries of Ibaraki Prefecture, Ibaraki Prefecture, Mito (in Japanese).
Ibaraki Prefecture (1996) Establishment of the Fish that Represents Ibaraki Prefecture. In: Fisheries of Ibaraki Prefecture, Ibaraki Prefecture, Mito, 40-41 (in Japanese).
Katayama, S. and Kawasaki, T. (1994) Age Determination of Pond Smelt Using Otolith Phase. Tohoku Journal of Agricultural Research, 44, 91-106. http://ir.library.tohoku.ac.jp/re/bitstream/10097/29953/1/KJ00000715054.pdf
McDowall, R.M. (1988) Diadromy in Fishes: Migrations between Freshwater and Marine Environments. Croom Helm, London, 308.
Matsushita, B., Xu, M. and Fukushima. T. (2006) Characterizing the Changes in Landscape Structure in the Lake Kasumigaura Basin, Japan Using a High-Quality GIS Dataset. Landscape and Urban Planning, 78, 241-250. http://dx.doi.org/10.1016/j.landurbplan.2005.08.003
Sakamoto, D., Takashi, N., Sunoh, N., Iwasaki, J., Niwa, S., Arayama, K., Suzuki, N., Pai-Son., Takagi, K. and Sakuramoto, K. (2014) Population Size Estimation of the Pond Smelt Hypomesus nipponensis in Lake Kasumigaura and Lake Kitaura, Japan. Fisheries Science, 80, 907-914. http://dx.doi.org/10.1007/s12562-014-0791-1
Hanazato, T., Yasuno, M. and Hosomi, M. (1989) Significance of a Low Oxygen Layer for a Daphnia Population in Lake Yunoko, Japan. Hydrobiologia, 185, 19-27. http://dx.doi.org/10.1007/BF00006064
Sharma, S., Vander Zanden, M.J., Magnuson, J.J. and Lyons, J. (2011) Comparing Climate Change and Species Invasion as Drivers of Coldwater Fish Population Extirpations. PloS ONE, 6, e22906. http://dx.doi.org/10.1371/journal.pone.0022906
Toda, H. and Wada, E. (1990) Use of 15N/14N Ratios to Evaluate the Food Source of the Mysid, Neomysis intermedia Czerniawsky, in an Eutrophic Lake in Japan. Hydrobiologia, 194, 85-90. http://dx.doi.org/10.1007/BF00012114
Hasenbein, M., Komoroske, L.M., Connon, R.E., Geist, J. and Fangue, N.A. (2013) Turbidity and Salinity Affect Feeding Performance and Physiological Stress in the Endangered Delta Smelt. Integrative and Comparative Biology, 53, 620-634. http://dx.doi.org/10.1093/icb/ict082
Heithaus, M.R., Wirsing, A.J., Burkholder, D., Thomson, J. and Dill, L.M. (2009) Towards a Predictive Framework for Predator Risk Effects: The Interaction of Landscape Features and Prey Escape Tactics. Journal of Animal Ecology, 78, 556-562. http://dx.doi.org/10.1111/j.1365-2656.2008.01512.x
Atkinson, A., Siegel, V., Pakhomov, E.A., Rothery, P., Loeb, V., Ross, R.M., Quentin, L.B., Schmidt, K., Fretwell, P., Murphy, E.J., Tarling, G.A. and Fleming, A.S. (2008) Oceanic Circumpolar Habitats of Antarctic Krill. Marine Ecology Progress Series, 362, 1-23. http://dx.doi.org/10.3354/meps07498
Bryan, T. and Ludsin, S.A. (2013) Nutrient Inputs Versus Biomass as the Primary Driver of Reservoir Food Webs. Canadian Journal of Fisheries and Aquatic Sciences, 70, 367-380. http://dx.doi.org/10.1139/cjfas-2012-0369
Jeppesen, E., Meerhoff, M., Holmgren, K., González-Bergonzoni, I., Mello, T.F., Declerck, S.A.J., Meester, L.D., S?ndergaard, M., Lauridsen, T.L., Bjerring, R., Conde-Porcuna, J.M., Mazzeo, N., Iglesias, C., Reizentein, M. and Malmquist, H.J. (2010) Impacts of Climate Warming on Lake Fish Community Structure and Potential Effects on Ecosystem Function. Hydrobiologia, 646, 73-90. http://dx.doi.org/10.1007/s10750-010-0171-5
Ludsin, S.A., Kershner, M.W., Blocksom, K.A., Knight, R.L. and Stein, R.A. (2001) Life after Death in Lake Erie: Nutrient Controls Drive Fish Species Richness, Rehabilitation. Ecological Applications, 11, 731-746. http://dx.doi.org/10.1890/1051-0761(2001)011[0731:LADILE]2.0.CO;2
Schindler, D.W., Hecky, R.E., Findlay, D.L., Stainton, M.P., Parker, B.R., Paterson, M.J., Beaty, K.G., Lyng, M. and Kasian, S.E.M. (2008) Eutrophication of Lakes Cannot Be Controlled by Reducing Nitrogen Input: Results of a 37-Year Whole-Ecosystem Experiment. PNAS, 105, 11254-11258. http://dx.doi.org/10.1073/pnas.0805108105
Xu, H., Paerl, H.W., Qin, B., Zhu, G. and Gao, G. (2010) Nitrogen and Phosphorus Inputs Control Phytoplankton Growth in Eutrophic Lake Taihu, China. Limnology and Oceanography, 55, 420-432. http://dx.doi.org/10.4319/lo.2010.55.1.0420
Grol, M.G.G., Nagelkerken, I., Rypel, A.L. and Layman, C.A. (2011) Simple Ecological Trade-Offs Give Rise to Emergent Cross-Ecosystem Distributions of a Coral Reef Fish. Oecologia, 165, 79-88. http://dx.doi.org/10.1007/s00442-010-1833-8
Hayes, D.B., Ferreri, C.P. and Taylor, W.M. (1996) Linking Fish Habitat to Their Population Dynamics. Canadian Journal of Fisheries and Aquatic Sciences, 53, 383-390. http://dx.doi.org/10.1139/f95-273
Feyrer, F., Nobriga, M.L. and Sommer, T.R. (2007) Multidecadal Trends for Three Declining Fish Species: Habitat Patterns and Mechanisms in the San Fransisco Estuary, California, USA. Canadian Journal of Fisheries and Aquatic Sciences, 64, 723-734. http://dx.doi.org/10.1139/f07-048
Rose, K.A. (2000) Why Are Quantitative Relationships between Environmental Quality and Fish Populations So Elusive? Ecological Applications, 10, 367-385. http://dx.doi.org/10.1890/1051-0761(2000)010[0367:WAQRBE]2.0.CO;2
Nemoto, T. (1995) Stock Abundance of Pond Smelt in Lake Kasumigaura from 1990 to 1992. Bulletin of the Ibaraki Prefectural Freshwater Fisheries Experimental Station, 31, 92-97. (In Japanese)
Kubota, J. (2002) Population Trend on the Pond Smelt and Ice Fish in Lakes Kasumigaura and Kitaura. Bulletin of the Ibaraki Prefectural Freshwater Fisheries Experimental Station, 37, 1-28. (In Japanese)
Kasebayashi, T. and Nakano, I. (1961) Fishery Biological Studies of Pond Smelt, Hypomesus olidus in Lake Kasumigaura VI. Report of Ibaraki Prefectural Fisheries Station of Lakes Kasumigaura Kitaura, 6, 1-64.
Nemoto, T. (1993) Fisheries Management and Population Trend on the Pond Smelt in Lake Kasumigaura. Bulletin of the Ibaraki Prefectural Freshwater Fisheries Experimental Station, 29, 1-12. (In Japanese with English Abstract)
Nemoto, T. (2012) Numerical Estimation of the Amount of Pond Smelt Hypomesus nipponensis in Lake Kasumigaura at the End of Fishery Season in the Two Typical Yield as a Poor Catch Year in 2002 and Rich Catch Year in 2010. Bulletin of the Ibaraki Prefectural Fisheries Research Institute Freshwater Fisheries Branch Office, 45, 15-23. (In Japanese) http://www.pref.ibaraki.jp/bukyoku/nourin/naisuisi/bulletin/bull45/bull4504.pdf
Arayama, K. (2011) Wakasagi. In: Ibaraki Gyogancho Hensan Committee, Ed., Ibaraki Gyogancho (In Japanese), Ibaraki Prefectural Government, Ibaraki, 79-81. http://www.pref.ibaraki.jp/bukyoku/nourin/naisuisi/gyoganchou/_userdata/079_Wakasagi.pdf
Dickey, D.A. and Fuller, W.A. (1979) Distribution of the Estimators for Autoregressive Time Series with a Unit Root. Journal of the American Statistical Association, 74, 427-431. http://dx.doi.org/10.2307/2286348
Kwiatkowski, D., Phillips, P.C.B., Schmidt, P. and Shin, Y. (1992) Testing the Null Hypothesis of Stationarity against the Alternative of a Unit Root. Journal of Econometrics, 54, 159-178. http://dx.doi.org/10.1016/0304-4076(92)90104-Y
MacKinnon, J.G. (1996) Numerical Distribution Functions for Unit Root and Cointegration Tests. Journal of Applied Econometrics, 11, 601-618. http://dx.doi.org/10.1002/(SICI)1099-1255(199611)11:6 3.0.CO;2-T
Myers, R.H., Montgomery, D.C. and Anderson-Cook, C.M. (2009) Response Surface Methodology: Process and Product Optimization Using Designed Experiments. John Wiley and Sons, Hoboken.
Buchanan, R.L. and Phillips, J.G. (1990) Response Surface Model for Predicting the Effects of Temperature, pH, Sodium Chloride Content, Sodium Nitrate Concentration and Atmosphere on the Growth of Listeria monocytogenes. Journal of Food Protection, 53, 370-381.
Bezerra, M.A., Santelli, R.E., Oliveira, E.P., Villar, L.S. and Escaleira, L.A. (2008) Response Surface Methodology (RSM) as a Tool for Optimization in Analytical Chemistry. Talanta, 76, 965-977. http://dx.doi.org/10.1016/j.talanta.2008.05.019
Box, G.E. and Behnken, D.W. (1960) Some New Three Level Designs for the Study of Quantitative Variables. Technometrics, 2, 455-475. http://dx.doi.org/10.2307/1266454
Akaike, H. (1981) Likelihood of a Model and Information Criteria. Journal of Econometrics, 16, 3-14. http://dx.doi.org/10.1016/0304-4076(81)90071-3
R Core Team (2013) R: A Language and Environment for Statistical Computing. Vienna. http://www.r-project.org/
Yurk, J.J. and Ney, J.J. (1989) Phosphorus-Fish Community Biomass Relationships in Southern Appalachian Reservoirs: Can Lakes Be Too Clean for Fish? Lake and Reservoir Management, 5, 83-90. http://dx.doi.org/10.1080/07438148909354402
Evans, D.O., Nicholls, K.H., Allen, Y.C. and McMurtry, M.J. (1996) Historical Land Use, Phosphorus Loading, and Loss of Fish Habitat in Lake Simcoe, Canada. Canadian Journal of Fisheries and Aquatic Sciences, 53, 194-218. http://dx.doi.org/10.1139/f96-012
Johnson, M.G. and Nicholls, K.H. (1989) Temporal and Spatial Variability in Sediment and Phosphorus Loads to Lake Simcoe, Ontario. Journal of Great Lakes Research, 15, 265-282. http://dx.doi.org/10.1016/S0380-1330(89)71481-7
Wilson, J.P. and Ryan, C.M. (1988) Landscape Change in the Lake Simcoe—Couchiching Basin, 1800-1983. Canadian Geographer, 32, 206-222. http://dx.doi.org/10.1111/j.1541-0064.1988.tb00874.x
Wilson, J.P. (1989) Soil Erosion from Agricultural Land in the Lake Simcoe—Couchiching Basin, 1800-1981. Canadian Journal of Soil Science, 69, 137-151. http://dx.doi.org/10.4141/cjss89-013
Havens, K.E., Fukushima, T., Xie, P., Iwakuma, T., James, R.T., Takamura, N., Hanazato, T. and Yamamoto, T. (2001) Nutrient Dynamics and the Eutrophication of Shallow Lakes Kasumigaura (Japan), Donghu (PR China), and Okeechobee (USA). Environmental Pollution, 111, 263-272. http://dx.doi.org/10.1016/S0269-7491(00)00074-9
Carpenter, S.R., Caraco, N.F., Correll, D.L., Howarth, R.W., Sharply, A.N. and Smith, V.H. (1998) Nonpoint Pollution of Surface Waters with Phosphorus and Nitrogen. Ecological Applications, 8, 559-568. http://dx.doi.org/10.1890/1051-0761(1998)008[0559:NPOSWW]2.0.CO;2
Naiman, R.J., Magnuson, J.J., McKnight, D.M. and Stanford, J.A. (1995) The Freshwater Imperative: A Research Agenda. Island Press, Washington DC.