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Volumn 112, Issue 13, 2015, Pages E1569-E1576

Equation-free mechanistic ecosystem forecasting using empirical dynamic modeling

Author keywords

Ecosystem forecasting; Empirical dynamic modeling; Fisheries ecology; Nonlinear dynamics; Physical biological interactions

Indexed keywords

ARTICLE; CANADA; COLOMBIA; CONTROLLED STUDY; DYNAMICS; ECOSYSTEM; EMPIRICAL DYNAMIC MODELING; ENVIRONMENTAL FACTOR; FISHERY; FORECASTING; NONBIOLOGICAL MODEL; NONHUMAN; NONLINEAR SYSTEM; ONCORHYNCHUS; ONCORHYNCHUS NERKA; PRIORITY JOURNAL; RIVER; SPAWNING; TIME SERIES ANALYSIS; ANIMAL; ENVIRONMENTAL MONITORING; FEMALE; POPULATION DYNAMICS; SALMONINE; SEA; SPECIES DIFFERENCE; THEORETICAL MODEL;

EID: 84926059438     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1417063112     Document Type: Article
Times cited : (296)

References (48)
  • 1
    • 0033525605 scopus 로고    scopus 로고
    • Episodic fluctuations in larval supply
    • Dixon PA, Milicich MJ, Sugihara G (1999) Episodic fluctuations in larval supply. Science 283(5407):1528-1530.
    • (1999) Science , vol.283 , Issue.5407 , pp. 1528-1530
    • Dixon, P.A.1    Milicich, M.J.2    Sugihara, G.3
  • 2
    • 84875503881 scopus 로고    scopus 로고
    • Model-free forecasting outperforms the correct mechanistic model for simulated and experimental data
    • Perretti CT, Munch SB, Sugihara G (2013) Model-free forecasting outperforms the correct mechanistic model for simulated and experimental data. Proc Natl Acad Sci USA 110(13):5253-5257.
    • (2013) Proc Natl Acad Sci USA , vol.110 , Issue.13 , pp. 5253-5257
    • Perretti, C.T.1    Munch, S.B.2    Sugihara, G.3
  • 3
    • 0033594225 scopus 로고    scopus 로고
    • Super-sensitivity to structure in biological models
    • Wood SN, Thomas MB (1999) Super-sensitivity to structure in biological models. Proc R Soc Lond B Biol Sci 266(1419):565-570.
    • (1999) Proc R Soc Lond B Biol Sci , vol.266 , Issue.1419 , pp. 565-570
    • Wood, S.N.1    Thomas, M.B.2
  • 4
    • 0023529620 scopus 로고
    • Nonstationarity of production relationships in exploited populations
    • Walters CJ (1987) Nonstationarity of production relationships in exploited populations. Can J Fish Aquat Sci 44(S2):156-165.
    • (1987) Can J Fish Aquat Sci , vol.44 , Issue.S2 , pp. 156-165
    • Walters, C.J.1
  • 5
    • 8544277307 scopus 로고    scopus 로고
    • The influence of climate on the stock and recruitment of pink and sockeye salmon from the Fraser River, British Columbia, Canada
    • Beamish RJ, Schnute JT, Cass AJ, Neville CM, Sweeting RM (2004) The influence of climate on the stock and recruitment of pink and sockeye salmon from the Fraser River, British Columbia, Canada. Trans Am Fish Soc 133(6):1395-1412.
    • (2004) Trans am Fish Soc , vol.133 , Issue.6 , pp. 1395-1412
    • Beamish, R.J.1    Schnute, J.T.2    Cass, A.J.3    Neville, C.M.4    Sweeting, R.M.5
  • 6
    • 84867864222 scopus 로고    scopus 로고
    • Detecting causality in complex ecosystems
    • Sugihara G, et al. (2012) Detecting causality in complex ecosystems. Science 338(6106): 496-500.
    • (2012) Science , vol.338 , Issue.6106 , pp. 496-500
    • Sugihara, G.1
  • 7
    • 84876215157 scopus 로고    scopus 로고
    • Predicting climate effects on Pacific sardine
    • Deyle ER, et al. (2013) Predicting climate effects on Pacific sardine. Proc Natl Acad Sci USA 110(16):6430-6435.
    • (2013) Proc Natl Acad Sci USA , vol.110 , Issue.16 , pp. 6430-6435
    • Deyle, E.R.1
  • 8
    • 19644399379 scopus 로고    scopus 로고
    • Distinguishing random environmental fluctuations from ecological catastrophes for the North Pacific Ocean
    • Hsieh CH, Glaser SM, Lucas AJ, Sugihara G (2005) Distinguishing random environmental fluctuations from ecological catastrophes for the North Pacific Ocean. Nature 435(7040):336-340.
    • (2005) Nature , vol.435 , Issue.7040 , pp. 336-340
    • Hsieh, C.H.1    Glaser, S.M.2    Lucas, A.J.3    Sugihara, G.4
  • 9
    • 84912027514 scopus 로고    scopus 로고
    • Complex dynamics may limit prediction in marine fisheries
    • Glaser SM, et al. (2014) Complex dynamics may limit prediction in marine fisheries. Fish Fish 15(4):616-633.
    • (2014) Fish Fish , vol.15 , Issue.4 , pp. 616-633
    • Glaser, S.M.1
  • 10
    • 0000486229 scopus 로고
    • Switching in predatory fish
    • Murdoch WW, Avery S, Smyth MEB (1975) Switching in predatory fish. Ecology 56(5): 1094-1105.
    • (1975) Ecology , vol.56 , Issue.5 , pp. 1094-1105
    • Murdoch, W.W.1    Avery, S.2    Smyth, M.E.B.3
  • 11
    • 0000013567 scopus 로고
    • Co-integration and error correction: Representation, estimation, and testing
    • Engle R, Granger C (1987) Co-integration and error correction: Representation, estimation, and testing. Econometrica 55(2):251-276.
    • (1987) Econometrica , vol.55 , Issue.2 , pp. 251-276
    • Engle, R.1    Granger, C.2
  • 12
    • 0032454164 scopus 로고    scopus 로고
    • When do environment-recruitment correlations work?
    • Myers RA (1998) When do environment-recruitment correlations work? Rev Fish Biol Fish 8(3):285-305.
    • (1998) Rev Fish Biol Fish , vol.8 , Issue.3 , pp. 285-305
    • Myers, R.A.1
  • 13
    • 84870293261 scopus 로고    scopus 로고
    • Fraser River Sockeye production dynamics (The cohen commission of inquiry into the decline of Sockeye Salmon in the Fraser River, Vancouver)
    • Peterman RM, Dorner B (2011) Fraser River Sockeye Production Dynamics (The Cohen Commission of Inquiry into the Decline of Sockeye Salmon in the Fraser River, Vancouver), Technical Report 10.
    • (2011) Technical Report 10
    • Peterman, R.M.1    Dorner, B.2
  • 14
    • 84925993361 scopus 로고    scopus 로고
    • The uncertain future of Fraser River Sockeye (Commission of Inquiry into the Decline of Sockeye Salmon in the Fraser River, Ottawa)
    • Cohen BI (2012) The Uncertain Future of Fraser River Sockeye (Commission of Inquiry into the Decline of Sockeye Salmon in the Fraser River, Ottawa), Final Report, Vol 2.
    • (2012) Final Report , vol.2
    • Cohen, B.I.1
  • 15
    • 84864120421 scopus 로고    scopus 로고
    • Anomalous ocean conditions may explain the recent extreme variability in Fraser River sockeye salmon production
    • Thomson RE, et al. (2012) Anomalous ocean conditions may explain the recent extreme variability in Fraser River sockeye salmon production. Mar Coast Fish 4(1):415-437.
    • (2012) Mar Coast Fish , vol.4 , Issue.1 , pp. 415-437
    • Thomson, R.E.1
  • 17
    • 84925993359 scopus 로고    scopus 로고
    • Pre-season run size forecasts for Fraser River Sockeye Salmon (Oncorhynchus nerka) in 2012 (Canadian Science Advisory Secretariat, Ottawa)
    • MacDonald BL, Grant SCH (2012) Pre-season Run Size Forecasts for Fraser River Sockeye Salmon (Oncorhynchus nerka) in 2012 (Canadian Science Advisory Secretariat, Ottawa), DFO Canadian Science Advisory Secretariat Research Document 2012/011.
    • (2012) DFO Canadian Science Advisory Secretariat Research Document 2012/011
    • MacDonald, B.L.1    Grant, S.C.H.2
  • 18
    • 84925993358 scopus 로고    scopus 로고
    • Pre-season run size forecasts for Fraser River Sockeye (Oncorhynchus nerka) and Pink (O. Gorbuscha) Salmon in 2013 (Canadian Science Advisory Secretariat, Ottawa)
    • Grant S, MacDonald B (2013) Pre-season Run Size Forecasts for Fraser River Sockeye (Oncorhynchus nerka) and Pink (O. gorbuscha) Salmon in 2013 (Canadian Science Advisory Secretariat, Ottawa), DFO Canadian Science Advisory Secretariat Research Document 145.
    • (2013) DFO Canadian Science Advisory Secretariat Research Document 145
    • Grant, S.1    MacDonald, B.2
  • 19
    • 0025199496 scopus 로고
    • Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series
    • Sugihara G, May RM (1990) Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series. Nature 344(6268):734-741.
    • (1990) Nature , vol.344 , Issue.6268 , pp. 734-741
    • Sugihara, G.1    May, R.M.2
  • 20
    • 84866661191 scopus 로고    scopus 로고
    • Nonlinear dynamic features and co-predictability of the Georges Bank fish community
    • Liu H, et al. (2012) Nonlinear dynamic features and co-predictability of the Georges Bank fish community. Mar Ecol Prog Ser 464:195-207.
    • (2012) Mar Ecol Prog Ser , vol.464 , pp. 195-207
    • Liu, H.1
  • 21
    • 84888869241 scopus 로고    scopus 로고
    • A nonlinear, low data requirement model for producing spatially explicit fishery forecasts
    • Glaser SM, Ye H, Sugihara G (2014) A nonlinear, low data requirement model for producing spatially explicit fishery forecasts. Fish Oceanogr 23(1):45-53.
    • (2014) Fish Oceanogr , vol.23 , Issue.1 , pp. 45-53
    • Glaser, S.M.1    Ye, H.2    Sugihara, G.3
  • 22
    • 0001375337 scopus 로고
    • Nonlinear forecasting for the classification of natural time series
    • Sugihara G (1994) Nonlinear forecasting for the classification of natural time series. Philos Trans Phys Sci Eng 348(1688):477-495.
    • (1994) Philos Trans Phys Sci Eng , vol.348 , Issue.1688 , pp. 477-495
    • Sugihara, G.1
  • 23
    • 0000779360 scopus 로고
    • Detecting strange attractors in turbulence
    • Lecture Notes in Mathematics Springer, Berlin Heidelberg
    • Takens F (1981) Detecting strange attractors in turbulence. Dynamical Systems and Turbulence. Lecture Notes in Mathematics (Springer, Berlin Heidelberg), Vol 898, pp 366-381.
    • (1981) Dynamical Systems and Turbulence , vol.898 , pp. 366-381
    • Takens, F.1
  • 24
    • 79953660291 scopus 로고    scopus 로고
    • Generalized theorems for nonlinear state space reconstruction
    • Deyle ER, Sugihara G (2011) Generalized theorems for nonlinear state space reconstruction. PLoS One 6(3):e18295.
    • (2011) PLoS One , vol.6 , Issue.3 , pp. e18295
    • Deyle, E.R.1    Sugihara, G.2
  • 25
    • 0002826535 scopus 로고
    • Cycle dominance among the Fraser sockeye
    • Ricker WE (1950) Cycle dominance among the Fraser sockeye. Ecology 31(1): 6-26.
    • (1950) Ecology , vol.31 , Issue.1 , pp. 6-26
    • Ricker, W.E.1
  • 26
    • 0028159706 scopus 로고
    • Evaluation of the depensatory fishing hypothesis as an explanation for population cycles in Fraser River sockeye salmon (Oncorhynchus nerka)
    • Cass AJ, Wood CC (1994) Evaluation of the depensatory fishing hypothesis as an explanation for population cycles in Fraser River sockeye salmon (Oncorhynchus nerka). Can J Fish Aquat Sci 51(8):1839-1854.
    • (1994) Can J Fish Aquat Sci , vol.51 , Issue.8 , pp. 1839-1854
    • Cass, A.J.1    Wood, C.C.2
  • 27
    • 84864141389 scopus 로고    scopus 로고
    • Evaluation of uncertainty in Fraser Sockeye (Oncorhynchus nerka) Wild Salmon Policy Status Using Abundance and Trends in Abundance Metrics (Canadian Science Advisory Secretariat, Ottawa)
    • Grant SCH, et al. (2011) Evaluation of Uncertainty in Fraser Sockeye (Oncorhynchus nerka) Wild Salmon Policy Status Using Abundance and Trends in Abundance Metrics (Canadian Science Advisory Secretariat, Ottawa), DFO Canadian Science Advisory Secretariat Research Document 2011/087.
    • (2011) DFO Canadian Science Advisory Secretariat Research Document 2011/087
    • Grant, S.C.H.1
  • 28
    • 0034814612 scopus 로고    scopus 로고
    • A critical size and period hypothesis to explain natural regulation of salmon abundance and the linkage to climate and climate change
    • Beamish RJ, Mahnken C (2001) A critical size and period hypothesis to explain natural regulation of salmon abundance and the linkage to climate and climate change. Prog Oceanogr 49(1):423-437.
    • (2001) Prog Oceanogr , vol.49 , Issue.1 , pp. 423-437
    • Beamish, R.J.1    Mahnken, C.2
  • 29
    • 0842263998 scopus 로고    scopus 로고
    • Evidence that reduced early marine growth is associated with lower marine survival of coho salmon
    • Beamish RJ, Mahnken C, Neville CM (2004) Evidence that reduced early marine growth is associated with lower marine survival of coho salmon. Trans Am Fish Soc 133(1):26-33.
    • (2004) Trans am Fish Soc , vol.133 , Issue.1 , pp. 26-33
    • Beamish, R.J.1    Mahnken, C.2    Neville, C.M.3
  • 30
    • 0028166521 scopus 로고
    • A relationship between Fraser River discharge and interannual production of Pacific salmon (Oncorhynchus spp.) and Pacific herring (Clupea pallasi) in the Strait of Georgia
    • Beamish RJ, Neville CEM, Thomson BL, Harrison PJ, John MS (1994) A relationship between Fraser River discharge and interannual production of Pacific salmon (Oncorhynchus spp.) and Pacific herring (Clupea pallasi) in the Strait of Georgia. Can J Fish Aquat Sci 51(12):2843-2855.
    • (1994) Can J Fish Aquat Sci , vol.51 , Issue.12 , pp. 2843-2855
    • Beamish, R.J.1    Neville, C.E.M.2    Thomson, B.L.3    Harrison, P.J.4    John, M.S.5
  • 31
    • 84864124703 scopus 로고    scopus 로고
    • The residence time of juvenile Fraser River sockeye salmon in the Strait of Georgia
    • Preikshot D, Beamish RJ, Sweeting RM, Neville CM, Beacham TD (2012) The residence time of juvenile Fraser River sockeye salmon in the Strait of Georgia. Mar Coast Fish 4(1):438-449.
    • (2012) Mar Coast Fish , vol.4 , Issue.1 , pp. 438-449
    • Preikshot, D.1    Beamish, R.J.2    Sweeting, R.M.3    Neville, C.M.4    Beacham, T.D.5
  • 32
    • 0031465646 scopus 로고    scopus 로고
    • A Pacific interdecadal climate oscillation with impacts on salmon production
    • Mantua N, Hare S, Zhang Y, Wallace J (1997) A Pacific interdecadal climate oscillation with impacts on salmon production. Bull Am Meteorol Soc 78(6):1069-1079.
    • (1997) Bull am Meteorol Soc , vol.78 , Issue.6 , pp. 1069-1079
    • Mantua, N.1    Hare, S.2    Zhang, Y.3    Wallace, J.4
  • 33
    • 0030617920 scopus 로고    scopus 로고
    • Production of Fraser River sockeye salmon (Oncorhynchus nerka) in relation to decadal-scale changes in the climate and the ocean
    • Beamish RJ, Neville CEM, Cass AJ (1997) Production of Fraser River sockeye salmon (Oncorhynchus nerka) in relation to decadal-scale changes in the climate and the ocean. Can J Fish Aquat Sci 54(3):543-554.
    • (1997) Can J Fish Aquat Sci , vol.54 , Issue.3 , pp. 543-554
    • Beamish, R.J.1    Neville, C.E.M.2    Cass, A.J.3
  • 34
    • 84904248313 scopus 로고    scopus 로고
    • Stock-specific size of juvenile sockeye salmon in British Columbia Waters and the Gulf of Alaska
    • Beacham TD, et al. (2014) Stock-specific size of juvenile sockeye salmon in British Columbia Waters and the Gulf of Alaska. Trans Am Fish Soc 143(4):876-889.
    • (2014) Trans am Fish Soc , vol.143 , Issue.4 , pp. 876-889
    • Beacham, T.D.1
  • 35
    • 77957370523 scopus 로고    scopus 로고
    • Seasonal stock-specific migrations of juvenile sockeye salmon along the West Coast of North America: Implications for growth
    • Tucker S, et al. (2009) Seasonal stock-specific migrations of juvenile sockeye salmon along the West Coast of North America: Implications for growth. Trans Am Fish Soc 138(6):1458-1480.
    • (2009) Trans am Fish Soc , vol.138 , Issue.6 , pp. 1458-1480
    • Tucker, S.1
  • 36
    • 38349129454 scopus 로고    scopus 로고
    • Extending nonlinear analysis to short ecological time series
    • Hsieh CH, Anderson C, Sugihara G (2008) Extending nonlinear analysis to short ecological time series. Am Nat 171(1):71-80.
    • (2008) Am Nat , vol.171 , Issue.1 , pp. 71-80
    • Hsieh, C.H.1    Anderson, C.2    Sugihara, G.3
  • 37
    • 0034027922 scopus 로고    scopus 로고
    • Comparison of parameter estimation methods for detecting climate-induced changes in productivity of Pacific salmon (Oncorhynchus spp.)
    • Peterman RM, Pyper BJ, Grout Ja (2000) Comparison of parameter estimation methods for detecting climate-induced changes in productivity of Pacific salmon (Oncorhynchus spp.). Can J Fish Aquat Sci 57(1):181-191.
    • (2000) Can J Fish Aquat Sci , vol.57 , Issue.1 , pp. 181-191
    • Peterman, R.M.1    Pyper, B.J.2    Ja, G.3
  • 38
    • 34249990147 scopus 로고    scopus 로고
    • An improved sibling model for forecasting chum salmon and sockeye salmon abundance
    • Haeseker SL, Dorner B, Peterman RM, Su Z (2007) An improved sibling model for forecasting chum salmon and sockeye salmon abundance. N Am J Fish Manage 27(2): 634-642.
    • (2007) N am J Fish Manage , vol.27 , Issue.2 , pp. 634-642
    • Haeseker, S.L.1    Dorner, B.2    Peterman, R.M.3    Su, Z.4
  • 39
    • 42049089477 scopus 로고    scopus 로고
    • Retrospective evaluation of preseason forecasting models for sockeye and chum salmon
    • Haeseker SL, Peterman RM, Su Z, Wood CC (2008) Retrospective evaluation of preseason forecasting models for sockeye and chum salmon. N Am J Fish Manage 28(1): 12-29.
    • (2008) N am J Fish Manage , vol.28 , Issue.1 , pp. 12-29
    • Haeseker, S.L.1    Peterman, R.M.2    Su, Z.3    Wood, C.C.4
  • 40
    • 84925993356 scopus 로고    scopus 로고
    • Pre-season run size forecasts for Fraser River Sockeye (Oncorhynchus nerka) and Pink (O. Gorbuscha) Salmon in 2011 (Canadian Science Advisory Secretariat, Ottawa)
    • Grant SCH, MacDonald BL (2012) Pre-season Run Size Forecasts for Fraser River Sockeye (Oncorhynchus nerka) and Pink (O. gorbuscha) Salmon in 2011 (Canadian Science Advisory Secretariat, Ottawa), DFO Canadian Science Advisory Secretariat Research Document 2011/134.
    • (2012) DFO Canadian Science Advisory Secretariat Research Document 2011/134
    • Grant, S.C.H.1    MacDonald, B.L.2
  • 41
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Kalman RE (1960) A new approach to linear filtering and prediction problems. J Basic Eng 82(1):35-45.
    • (1960) J Basic Eng , vol.82 , Issue.1 , pp. 35-45
    • Kalman, R.E.1
  • 43
    • 1242321252 scopus 로고    scopus 로고
    • Ecopath with Ecosim: Methods, capabilities and limitations
    • Christensen V, Walters CJ (2004) Ecopath with Ecosim: Methods, capabilities and limitations. Ecol Modell 172(2):109-139.
    • (2004) Ecol Modell , vol.172 , Issue.2 , pp. 109-139
    • Christensen, V.1    Walters, C.J.2
  • 46
    • 33747055992 scopus 로고    scopus 로고
    • Biological responses to environmental forcing: The linear tracking window hypothesis
    • Hsieh CH, Ohman MD (2006) Biological responses to environmental forcing: The linear tracking window hypothesis. Ecology 87(8):1932-1938.
    • (2006) Ecology , vol.87 , Issue.8 , pp. 1932-1938
    • Hsieh, C.H.1    Ohman, M.D.2
  • 47
    • 1142304597 scopus 로고    scopus 로고
    • Asymptotic inference under heteroskedasticity of unknown form
    • Cribari-Neto F (2004) Asymptotic inference under heteroskedasticity of unknown form. Comput Stat Data Anal 45(2):215-233.
    • (2004) Comput Stat Data Anal , vol.45 , Issue.2 , pp. 215-233
    • Cribari-Neto, F.1
  • 48
    • 79961162769 scopus 로고    scopus 로고
    • Comparing Pearson correlations: Dealing with heteroscedasticity and nonnormality
    • Wilcox RR (2009) Comparing Pearson correlations: Dealing with heteroscedasticity and nonnormality. Comm Stat Simul Comput 38(10):2220-2234.
    • (2009) Comm Stat Simul Comput , vol.38 , Issue.10 , pp. 2220-2234
    • Wilcox, R.R.1


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