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Volumn 61, Issue 12, 2004, Pages 2440-2454

Tailoring palaeolimnological diatom-based transfer functions

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; DIATOM; PALEOLIMNOLOGY; TRANSFER FUNCTION;

EID: 18544364379     PISSN: 0706652X     EISSN: None     Source Type: Journal    
DOI: 10.1139/f04-162     Document Type: Article
Times cited : (21)

References (36)
  • 1
    • 0032414329 scopus 로고    scopus 로고
    • D.g. Frey & E.s. Deevey Review #1 - Numerical tools in palaeolimnology - progress, potentialities, and problems
    • Birks, H.J.B. 1998. D.g. Frey & E.s. Deevey Review #1 - numerical tools in palaeolimnology - progress, potentialities, and problems. J. Paleolimnol. 20: 307-332.
    • (1998) J. Paleolimnol. , vol.20 , pp. 307-332
    • Birks, H.J.B.1
  • 5
    • 0004033195 scopus 로고
    • Paleoecological investigation of recent lake acidification. PIRLA Diatom Iconograph
    • Indiana University, Bloomington
    • Camburn, K.E., Kingston, J.C., and Charles, D.F. 1984-1986. Paleoecological investigation of recent lake acidification. PIRLA Diatom Iconograph. PIRLA Unpubl. Rep. Ser. No. 3, Indiana University, Bloomington.
    • (1984) PIRLA Unpubl. Rep. Ser. No. 3
    • Camburn, K.E.1    Kingston, J.C.2    Charles, D.F.3
  • 6
    • 0001915954 scopus 로고
    • Diatoms from British Columbia and their relationship to salinity, nutrients and other limnological variables
    • J. Cramer Verlag, Stuttgart, Berlin
    • Cumming, B.F., Wilson, S.E., Hall, R.I., and Smol, J.P. 1995. Diatoms from British Columbia and their relationship to salinity, nutrients and other limnological variables. Bibliotheca Diatomologica 31. J. Cramer Verlag, Stuttgart, Berlin.
    • (1995) Bibliotheca Diatomologica , vol.31
    • Cumming, B.F.1    Wilson, S.E.2    Hall, R.I.3    Smol, J.P.4
  • 7
    • 0030436475 scopus 로고    scopus 로고
    • An introduction to Bayesian inference for ecological research and environmental decision-making
    • Ellison, A.M. 1996. An introduction to Bayesian inference for ecological research and environmental decision-making. Ecol. Appl. 6: 1036-1046.
    • (1996) Ecol. Appl. , vol.6 , pp. 1036-1046
    • Ellison, A.M.1
  • 8
    • 0033499886 scopus 로고    scopus 로고
    • Diatomées lacustres de Jamésie-Hudsonie (Québec) et model de reconstitution des concentrations de carbone organique dissous
    • Fallu, M.-A., and Pienitz, R. 1999. Diatomées lacustres de Jamésie-Hudsonie (Québec) et model de reconstitution des concentrations de carbone organique dissous. Ecoscience, 4: 603-620.
    • (1999) Ecoscience , vol.4 , pp. 603-620
    • Fallu, M.-A.1    Pienitz, R.2
  • 9
    • 0003221930 scopus 로고    scopus 로고
    • Freshwater diatoms from northern Québec and Labrador (Canada)
    • J. Cramer Verlag, Stuttgart, Berlin
    • Fallu, M.-A., Allaire, N., and Pienitz, R. 2000. Freshwater diatoms from northern Québec and Labrador (Canada). Bibliotheca Diatomologica, 45. J. Cramer Verlag, Stuttgart, Berlin.
    • (2000) Bibliotheca Diatomologica , vol.45
    • Fallu, M.-A.1    Allaire, N.2    Pienitz, R.3
  • 10
    • 0002607503 scopus 로고
    • Diatoms in Alaska
    • J. Cramer Verlag, Vaduz, Berlin
    • Foged, N. 1981. Diatoms in Alaska. Bibliotheca Phycologia 53. J. Cramer Verlag, Vaduz, Berlin.
    • (1981) Bibliotheca Phycologia , vol.53
    • Foged, N.1
  • 11
    • 0033371797 scopus 로고    scopus 로고
    • Diatom-based transfer functions for inferring past climatic and environmental changes in Alaska, USA
    • Gregory-Eaves, I., Smol, J.P., Finney, B.P., and Edwards, M.E. 1999. Diatom-based transfer functions for inferring past climatic and environmental changes in Alaska, USA. Arct. Antarct. Alp. Res. 31: 353-365.
    • (1999) Arct. Antarct. Alp. Res. , vol.31 , pp. 353-365
    • Gregory-Eaves, I.1    Smol, J.P.2    Finney, B.P.3    Edwards, M.E.4
  • 13
    • 6944237694 scopus 로고    scopus 로고
    • Diatom-based inference models and reconstructions revisited: Methods and transformations
    • Köster, D., Racca, J.M.J., and Pientiz, R. 2004. Diatom-based inference models and reconstructions revisited: methods and transformations. J. Paleolimnol. 32: 233-245.
    • (2004) J. Paleolimnol. , vol.32 , pp. 233-245
    • Köster, D.1    Racca, J.M.J.2    Pientiz, R.3
  • 14
    • 0001222271 scopus 로고
    • Bacillariophyceae
    • Edited by H. Ettl, J. Gerloff, H. Heynig, and D. Mollenhauer. Gustav Fischer Verlag, Stuttgart and Jena, Berlin
    • Krammer, K., and Lange-Bertalot, H. 1986-1991. Bacillariophyceae. In Süßwasserflora von Mitteleuropa, Band 2(1-4). Edited by H. Ettl, J. Gerloff, H. Heynig, and D. Mollenhauer. Gustav Fischer Verlag, Stuttgart and Jena, Berlin.
    • (1986) Süßwasserflora Von Mitteleuropa , vol.2 , Issue.1-4
    • Krammer, K.1    Lange-Bertalot, H.2
  • 15
    • 0027262895 scopus 로고
    • Multilayer feedforward networks with a nonpolynomial activation function can approximate any function
    • Leshno, M., Lin, V.Y., Pinkus, A., and Schocken, S. 1993. Multilayer feedforward networks with a nonpolynomial activation function can approximate any function. Neural Networks, 6: 861-867.
    • (1993) Neural Networks , vol.6 , pp. 861-867
    • Leshno, M.1    Lin, V.Y.2    Pinkus, A.3    Schocken, S.4
  • 16
    • 0031463440 scopus 로고    scopus 로고
    • Application of artificial neural networks to paleoceanographic data
    • Malmgren, B.A., and Nordlund, U. 1997. Application of artificial neural networks to paleoceanographic data. Palaeogeogr. Palaeoclimatol. Palaeoecol. 136: 359-373.
    • (1997) Palaeogeogr. Palaeoclimatol. Palaeoecol. , vol.136 , pp. 359-373
    • Malmgren, B.A.1    Nordlund, U.2
  • 17
    • 0000900876 scopus 로고
    • Skeletonization: A technique for trimming the fat from a network via relevance assessment
    • Moser, M., and Smolensky, P. 1989. Skeletonization: a technique for trimming the fat from a network via relevance assessment. Adv. Neural Information Processing Syst. 1: 107-115.
    • (1989) Adv. Neural Information Processing Syst. , vol.1 , pp. 107-115
    • Moser, M.1    Smolensky, P.2
  • 20
    • 0035158143 scopus 로고    scopus 로고
    • Application of artificial neural networks (ANN) to high-latitude dinocyst assemblages for the reconstruction of past sea-surface conditions in arctic and subarctic seas
    • Peyron, O., and De Vernal, A. 2001. Application of artificial neural networks (ANN) to high-latitude dinocyst assemblages for the reconstruction of past sea-surface conditions in arctic and subarctic seas. J. Quat. Sci. 16: 699-709.
    • (2001) J. Quat. Sci. , vol.16 , pp. 699-709
    • Peyron, O.1    De Vernal, A.2
  • 21
    • 0036401692 scopus 로고    scopus 로고
    • 2 concentration in influencing diatom assemblages
    • 2 concentration in influencing diatom assemblages. J. Paleolimnol. 27: 465-480.
    • (2002) J. Paleolimnol. , vol.27 , pp. 465-480
    • Philibert, A.1    Prairie, Y.T.2
  • 22
    • 0141674850 scopus 로고    scopus 로고
    • 1200 years of fire impact on biogeochemistry as inferred from high-resolution diatom analysis in a kettle lake from the Picea mariana - Moss domain (Quebec, Canada)
    • Philibert, A., Prairie, Y.T., and Carcaillet, C. 2003. 1200 years of fire impact on biogeochemistry as inferred from high-resolution diatom analysis in a kettle lake from the Picea mariana - moss domain (Quebec, Canada). J. Paleolimnol. 30: 167-181.
    • (2003) J. Paleolimnol. , vol.30 , pp. 167-181
    • Philibert, A.1    Prairie, Y.T.2    Carcaillet, C.3
  • 23
    • 0028974663 scopus 로고
    • Assessment of freshwater diatoms as quantitative indicators of past climatic change in the Yukon and Northwest Territories, Canada
    • Pienitz, R., Smol, J.P., and Birks, H.J.B. 1995. Assessment of freshwater diatoms as quantitative indicators of past climatic change in the Yukon and Northwest Territories, Canada. J. Paleolimnol. 13: 21-49.
    • (1995) J. Paleolimnol. , vol.13 , pp. 21-49
    • Pienitz, R.1    Smol, J.P.2    Birks, H.J.B.3
  • 24
    • 85047680138 scopus 로고    scopus 로고
    • Physical and chemical limnology of 59 lakes located between the southern Yukon and the Tuktoyaktuk Peninsula, Northwest Territories (Canada)
    • Pienitz, R., Smol, J.P., and Lean, D.R.S. 1997. Physical and chemical limnology of 59 lakes located between the southern Yukon and the Tuktoyaktuk Peninsula, Northwest Territories (Canada). Can. J. Fish. Aquat. Sci. 54: 330-346.
    • (1997) Can. J. Fish. Aquat. Sci. , vol.54 , pp. 330-346
    • Pienitz, R.1    Smol, J.P.2    Lean, D.R.S.3
  • 25
    • 1242288200 scopus 로고    scopus 로고
    • Apparent and real bias in numerical transfer functions in palaeolimnology
    • Racca, J.M.J., and Prairie, Y.T. 2004. Apparent and real bias in numerical transfer functions in palaeolimnology. J. Paleolimnol. 31: 117-124.
    • (2004) J. Paleolimnol. , vol.31 , pp. 117-124
    • Racca, J.M.J.1    Prairie, Y.T.2
  • 26
    • 0035659121 scopus 로고    scopus 로고
    • A comparison between diatom-based pH inference models using artificial neural networks (ANN), weighted averaging (WA) and weighted averaging partial least squares (WA-PLS) regressions
    • Racca, J.M.J., Philibert, A., Racca, R., and Prairie, Y.T. 2001. A comparison between diatom-based pH inference models using artificial neural networks (ANN), weighted averaging (WA) and weighted averaging partial least squares (WA-PLS) regressions. J. Paleolimnol. 26: 411-422.
    • (2001) J. Paleolimnol. , vol.26 , pp. 411-422
    • Racca, J.M.J.1    Philibert, A.2    Racca, R.3    Prairie, Y.T.4
  • 27
    • 0038176479 scopus 로고    scopus 로고
    • Separating wheat from chaff: Diatom taxon selection using an artificial neural network pruning algorithm
    • Racca, J.M.J., Wild, M., Birks, H.J.B., and Prairie, Y.T. 2003. Separating wheat from chaff: diatom taxon selection using an artificial neural network pruning algorithm. J. Paleolimnol. 29: 123-133.
    • (2003) J. Paleolimnol. , vol.29 , pp. 123-133
    • Racca, J.M.J.1    Wild, M.2    Birks, H.J.B.3    Prairie, Y.T.4
  • 29
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart, D.E., Hinton, G.E., and Williams, R.J. 1986. Learning representations by back-propagating errors. Nature (Lond.), 323: 533-536.
    • (1986) Nature (Lond.) , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 30
    • 0027846596 scopus 로고
    • Weighted averaging partial least-squares regression (WA-PLS) - An improved method for reconstructing environmental variables from species assemblages
    • ter Braak, C.J.F., and Juggins, S. 1993. Weighted averaging partial least-squares regression (WA-PLS) - an improved method for reconstructing environmental variables from species assemblages. Hydrobiologia, 269: 485-502.
    • (1993) Hydrobiologia , vol.269 , pp. 485-502
    • Ter Braak, C.J.F.1    Juggins, S.2
  • 31
    • 0000049233 scopus 로고
    • Inferring pH from diatoms - A comparison of old and new calibration methods
    • ter Braak, C.J.F., and van Dam, H. 1989. Inferring pH from diatoms - a comparison of old and new calibration methods. Hydrobiologia, 178: 209-223.
    • (1989) Hydrobiologia , vol.178 , pp. 209-223
    • Ter Braak, C.J.F.1    Van Dam, H.2
  • 32
    • 0001033153 scopus 로고
    • Weighted averaging partial least squares regression (WAPLS): Definition and comparison with other methods for species-environment calibration
    • Edited by G.P. Patil and C.R. Rao. Elsevier Science Publishers, Amsterdam, Netherlands
    • ter Braak, C.J.F., Juggins, S., Birks, H.J.B., and van der Voet, H. 1993. Weighted averaging partial least squares regression (WAPLS): definition and comparison with other methods for species-environment calibration. In Multivariate environmental Hstatistics. Edited by G.P. Patil and C.R. Rao. Elsevier Science Publishers, Amsterdam, Netherlands. pp. 525-560.
    • (1993) Multivariate Environmental Hstatistics , pp. 525-560
    • Ter Braak, C.J.F.1    Juggins, S.2    Birks, H.J.B.3    Van Der Voet, H.4
  • 33
    • 0035065659 scopus 로고    scopus 로고
    • Applying Bayesian statistics to organism-based environmental reconstruction
    • Toivonen, H.T.T., Mannila, H., Korhola, A., and Olander, H. 2001. Applying Bayesian statistics to organism-based environmental reconstruction. Ecol. Appl. 11: 618-630.
    • (2001) Ecol. Appl. , vol.11 , pp. 618-630
    • Toivonen, H.T.T.1    Mannila, H.2    Korhola, A.3    Olander, H.4
  • 34
    • 0033734719 scopus 로고    scopus 로고
    • A bayesian multinomial gaussian response model for organism-based environmental reconstruction
    • Vasko, K., Toivonen, H.T.T., and Korhola, A. 2000. A bayesian multinomial gaussian response model for organism-based environmental reconstruction. J. Paleolimnol. 24: 243-250.
    • (2000) J. Paleolimnol. , vol.24 , pp. 243-250
    • Vasko, K.1    Toivonen, H.T.T.2    Korhola, A.3
  • 35
    • 0001918925 scopus 로고    scopus 로고
    • Diatoms as indicators of water level change in freshwater lakes
    • Edited by E.F. Stoermer and J.P. Smol. Cambridge University Press, Cambridge, UK
    • Wolin, J.A., and Duthie, H.C. 1999. Diatoms as indicators of water level change in freshwater lakes. In The diatoms: applications for the environmental and earth sciences. Edited by E.F. Stoermer and J.P. Smol. Cambridge University Press, Cambridge, UK. pp. 183-204.
    • (1999) The Diatoms: Applications for the Environmental and Earth Sciences , pp. 183-204
    • Wolin, J.A.1    Duthie, H.C.2


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