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Volumn 136, Issue 1-4, 1997, Pages 359-373

Application of artificial neural networks to paleoceanographic data

Author keywords

Artificial intelligence; Artificial neural networks; Indian Ocean; Paleoclimatology; Paleooceanography; Quantitative analysis; Quaternary; Temperature

Indexed keywords

ARTIFICIAL NEURAL NETWORK; PALAEOCEANOGRAPHY;

EID: 0031463440     PISSN: 00310182     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0031-0182(97)00031-X     Document Type: Article
Times cited : (86)

References (42)
  • 1
    • 0343861965 scopus 로고
    • A new approach to null correlations of proportions
    • Aitchison, J., 1981. A new approach to null correlations of proportions. J. Int. Assoc. Math. Geol. 13, 175-189.
    • (1981) J. Int. Assoc. Math. Geol. , vol.13 , pp. 175-189
    • Aitchison, J.1
  • 3
    • 0024874659 scopus 로고
    • Computer emulation of human mental process: Application of neural network simulations to problems in well log interpretation
    • Baldwin, J.L., Otte, D.N., Wheatley, C.L., 1989. Computer emulation of human mental process: Application of neural network simulations to problems in well log interpretation. Soc. Pet. Eng. SPE Pap. 19619, 481-493.
    • (1989) Soc. Pet. Eng. SPE Pap. 19619 , pp. 481-493
    • Baldwin, J.L.1    Otte, D.N.2    Wheatley, C.L.3
  • 4
    • 0000290859 scopus 로고
    • Application of neural network to the problem of mineral identification from well logs
    • Baldwin, J.L., Bateman, R.M., Wheatley, C.L., 1990. Application of neural network to the problem of mineral identification from well logs. Log Analyst 3, 279-293.
    • (1990) Log Analyst , vol.3 , pp. 279-293
    • Baldwin, J.L.1    Bateman, R.M.2    Wheatley, C.L.3
  • 7
    • 0000429235 scopus 로고
    • On correlations between variables of constant sum
    • Chayes, F., 1960. On correlations between variables of constant sum. J. Geophys. Res. 65, 4185-4193.
    • (1960) J. Geophys. Res. , vol.65 , pp. 4185-4193
    • Chayes, F.1
  • 8
    • 0003168613 scopus 로고
    • Seasonal reconstructions of the earth's surface at the last glacial maximum
    • CLIMAP Project Members, 1981. Seasonal Reconstructions of the Earth's Surface at the Last Glacial Maximum. Geol. Soc. Am. Map Chart Ser. MC-36.
    • (1981) Geol. Soc. Am. Map Chart Ser. , vol.MC-36
  • 9
    • 0025692582 scopus 로고
    • A quantitative micropaleontologic method for shallow marine paleoclimatology: Application to Pliocene deposits of the western Atlantic Ocean
    • Cronin, T.M., Dowsett, H.J., 1990. A quantitative micropaleontologic method for shallow marine paleoclimatology: Application to Pliocene deposits of the western Atlantic Ocean. Mar. Micropaleontol. 16, 117-147.
    • (1990) Mar. Micropaleontol. , vol.16 , pp. 117-147
    • Cronin, T.M.1    Dowsett, H.J.2
  • 11
    • 0041350095 scopus 로고
    • Pleistocene paleotemperatures
    • Emiliani, C., 1970. Pleistocene paleotemperatures. Science 168, 822-825.
    • (1970) Science , vol.168 , pp. 822-825
    • Emiliani, C.1
  • 12
    • 0008017583 scopus 로고
    • Responses of sea-surface temperature and circulation to global climatic change during the past 200,000 years in the eastern equatorial Atlantic Ocean
    • Cline, R.M., Hays, J.D. (Eds.), Investigation of Late Quaternary Paleoceanography and Paleoclimatology
    • Gardner, J.V., Hays, J.D., Responses of sea-surface temperature and circulation to global climatic change during the past 200,000 years in the eastern equatorial Atlantic Ocean. In: Cline, R.M., Hays, J.D. (Eds.), Investigation of Late Quaternary Paleoceanography and Paleoclimatology. 1976. Geol. Soc. Am. Mem. 145, 221-246.
    • (1976) Geol. Soc. Am. Mem. , vol.145 , pp. 221-246
    • Gardner, J.V.1    Hays, J.D.2
  • 13
    • 0344006203 scopus 로고
    • Modern Pacific coccolith assemblages: Derivation and application to late Pleistocene paleotemperature analysis
    • Cline, R.M., Hays, J.D. (Eds.), Investigation of Late Quaternary Paleoceanography and Paleoclimatology
    • Geitzenauer, K.R., Roche, M.B., McIntyre, A., Modern Pacific coccolith assemblages: Derivation and application to late Pleistocene paleotemperature analysis. In: Cline, R.M., Hays, J.D. (Eds.), Investigation of Late Quaternary Paleoceanography and Paleoclimatology. 1976. Geol. Soc. Am. Mem. 145, 423-448.
    • (1976) Geol. Soc. Am. Mem. , vol.145 , pp. 423-448
    • Geitzenauer, K.R.1    Roche, M.B.2    McIntyre, A.3
  • 14
    • 0021601760 scopus 로고
    • A pattern recognition approach to the derivation of geological information from drill process monitoring
    • Griffiths, C.M., 1984. A pattern recognition approach to the derivation of geological information from drill process monitoring. Underwater Technol. 1984, 2-13.
    • (1984) Underwater Technol. , vol.1984 , pp. 2-13
    • Griffiths, C.M.1
  • 15
    • 0024927997 scopus 로고
    • Chemotaxon-omy of Quaternary benthic foraminifera using amino acids
    • Haugen, J.-E., Sejrup, H.-P., Vogt, N.B., 1989. Chemotaxon-omy of Quaternary benthic foraminifera using amino acids. J. Foram. Res. 19, 38-51.
    • (1989) J. Foram. Res. , vol.19 , pp. 38-51
    • Haugen, J.-E.1    Sejrup, H.-P.2    Vogt, N.B.3
  • 16
    • 49349130450 scopus 로고
    • Application of transfer functions to Indian Ocean planktonic foraminifera
    • Hutson, W.H., 1978. Application of transfer functions to Indian Ocean planktonic foraminifera. Quat. Res. 9, 87-112.
    • (1978) Quat. Res. , vol.9 , pp. 87-112
    • Hutson, W.H.1
  • 17
    • 0018914013 scopus 로고
    • The agulhas current during the late Pleistocene: Analysis of modern analogs
    • Hutson, W.H., 1979. The Agulhas Current during the late Pleistocene: Analysis of modern analogs. Science 207, 64-66.
    • (1979) Science , vol.207 , pp. 64-66
    • Hutson, W.H.1
  • 18
    • 0002956272 scopus 로고
    • A new micropaleontological method for quantitative paleoclimatology: Application to a late Pleistocene Caribbean core
    • Turekian, K.K. (Ed.), Yale University Press, New Haven, Conn.
    • Imbrie, J., Kipp, N.G., 1971. A new micropaleontological method for quantitative paleoclimatology: Application to a late Pleistocene Caribbean core. In: Turekian, K.K. (Ed.), The Late Cenozoic Glacial Ages. Yale University Press, New Haven, Conn., pp. 71-181.
    • (1971) The Late Cenozoic Glacial Ages , pp. 71-181
    • Imbrie, J.1    Kipp, N.G.2
  • 19
    • 84880241448 scopus 로고
    • Relationship of radiolarian assemblages to sediment types and physical oceanography in the Atlantic and western Indian Ocean sectors of the Antarctic Ocean
    • Cline, R.M., Hays, J.D. (Eds.), Investigation of Late Quaternary Paleoceanography and Paleoclimatology
    • Lozano, J.A., Hays, J.D., Relationship of radiolarian assemblages to sediment types and physical oceanography in the Atlantic and western Indian Ocean sectors of the Antarctic Ocean. In: Cline, R.M., Hays, J.D. (Eds.), Investigation of Late Quaternary Paleoceanography and Paleoclimatology. 1976. Geol. Soc. Am. Mem. 145, 303-336.
    • (1976) Geol. Soc. Am. Mem. , vol.145 , pp. 303-336
    • Lozano, J.A.1    Hays, J.D.2
  • 20
    • 0030481656 scopus 로고    scopus 로고
    • Application of artificial neural networks to chemostratigraphy
    • Malmgren, B., Nordlund, U., 1996. Application of artificial neural networks to chemostratigraphy. Paleoceanography 11, 505-512.
    • (1996) Paleoceanography , vol.11 , pp. 505-512
    • Malmgren, B.1    Nordlund, U.2
  • 22
    • 0000629281 scopus 로고
    • Mathematical contributions to the theory of evolution. On a form of spurious correlation which may arise when indices are used in the measurement of organs
    • Pearson, K., 1897. Mathematical contributions to the theory of evolution. On a form of spurious correlation which may arise when indices are used in the measurement of organs. Proc. R. Soc. London 60, 489-498.
    • (1897) Proc. R. Soc. London , vol.60 , pp. 489-498
    • Pearson, K.1
  • 23
    • 0027789612 scopus 로고
    • Using neural networks to locate edges and linear features in satellite images
    • Penn, B.S., Gordon, A.J., Wendlandt, R.F., 1993. Using neural networks to locate edges and linear features in satellite images. Computers Geosci. 19, 1545-1565.
    • (1993) Computers Geosci. , vol.19 , pp. 1545-1565
    • Penn, B.S.1    Gordon, A.J.2    Wendlandt, R.F.3
  • 24
    • 0004042448 scopus 로고
    • The stability of low-latitude sea surface temperatures: An evaluation of the CLIMAP reconstructions with emphasis on the positive SST anomalies
    • U.S. Dept. Energy, Washington, D.C.
    • Prell, W., 1985. The stability of low-latitude sea surface temperatures: an evaluation of the CLIMAP reconstructions with emphasis on the positive SST anomalies. Techn. Rep. TR025, U.S. Dept. Energy, Washington, D.C., 60 pp.
    • (1985) Techn. Rep. TR025 , pp. 60
    • Prell, W.1
  • 25
    • 0025995053 scopus 로고
    • A pattern recognition approach to geophysical inversion using neural nets
    • Raiche, A., 1991. A pattern recognition approach to geophysical inversion using neural nets. Geophys. J. Int. 105, 629-648.
    • (1991) Geophys. J. Int. , vol.105 , pp. 629-648
    • Raiche, A.1
  • 27
    • 0343642395 scopus 로고
    • North Pacific radiolarian assemblages and their relationship to oceanographic parameters
    • Sachs, H.M., 1973. North Pacific radiolarian assemblages and their relationship to oceanographic parameters. Quat. Res. 3, 73-88.
    • (1973) Quat. Res. , vol.3 , pp. 73-88
    • Sachs, H.M.1
  • 28
    • 0000629975 scopus 로고
    • Cross-validatory choice and assessment of statistical predictions
    • Stone, M., 1974. Cross-validatory choice and assessment of statistical predictions. J. R. Statis. Soc. 36, 111-147.
    • (1974) J. R. Statis. Soc. , vol.36 , pp. 111-147
    • Stone, M.1
  • 29
    • 0028935684 scopus 로고
    • Non-linear methods for multivariate statistical calibration and their use in palaeoecology: A comparison of inverse (k-nearest neighbours, partial least squares and weighted averaging partial least squares) and classical approaches
    • Ter Braak, C.J.F., Non-linear methods for multivariate statistical calibration and their use in palaeoecology: a comparison of inverse (k-nearest neighbours, partial least squares and weighted averaging partial least squares) and classical approaches. 1995. Chemometrics Intelligent Lab. Systems 28, 165-180.
    • (1995) Chemometrics Intelligent Lab. Systems , vol.28 , pp. 165-180
    • Ter Braak, C.J.F.1
  • 30
    • 0028585440 scopus 로고
    • Seasurface temperature estimates for the tropical western Pacific during the last glaciation and their implications for the Pacific warm pool
    • Thunell, R., Anderson, D., Gellar, D., Miao, Q., 1994. Seasurface temperature estimates for the tropical western Pacific during the last glaciation and their implications for the Pacific warm pool. Quat. Res. 41, 255-264.
    • (1994) Quat. Res. , vol.41 , pp. 255-264
    • Thunell, R.1    Anderson, D.2    Gellar, D.3    Miao, Q.4
  • 32
    • 0345335814 scopus 로고
    • Planktic foraminiferal assemblage distribu-tion of the tropical Pacific as basis for paleotemperature reconstruction: An evaluation using pattern recognition technique
    • Sarnthein, M., Thiede, J., Zahn, R. (Eds.), 4th Int. Conf. on Paleoceanography, Programs and Abstracts
    • Wei, K.-Y., 1992a. Planktic foraminiferal assemblage distribu-tion of the tropical Pacific as basis for paleotemperature reconstruction: An evaluation using pattern recognition technique. In: Sarnthein, M., Thiede, J., Zahn, R. (Eds.), 4th Int. Conf. on Paleoceanography, Programs and Abstracts (GEOMAR Report 15), p. 296.
    • (1992) GEOMAR Report , vol.15 , pp. 296
    • Wei, K.-Y.1
  • 33
    • 0344904701 scopus 로고
    • Reconstructing sea surface temperatures using pattern recognition technique: A case study of the Recent nannofossil assemblages in the South China Sea
    • Wei, K.-Y., 1992b. Reconstructing sea surface temperatures using pattern recognition technique: A case study of the Recent nannofossil assemblages in the South China Sea. Int. Nannoplankton Assoc. Newsl. 14, 94-95.
    • (1992) Int. Nannoplankton Assoc. Newsl. , vol.14 , pp. 94-95
    • Wei, K.-Y.1
  • 34
    • 0028554911 scopus 로고
    • Statistical pattern recognition in paleontology using SIMCA-MACUP
    • Wei, K.-Y., 1994. Statistical pattern recognition in paleontology using SIMCA-MACUP. J. Paleontol. 68, 689-703.
    • (1994) J. Paleontol. , vol.68 , pp. 689-703
    • Wei, K.-Y.1
  • 35
    • 0001512820 scopus 로고
    • An empirical comparison of pattern recognition, neural nets, and machine learning classification methods
    • Detroit
    • Weiss, S.M., Kapouleas, I., 1989. An empirical comparison of pattern recognition, neural nets, and machine learning classification methods. Int. Joint Conf. on Artificial Intelligence, Detroit, pp. 781-787.
    • (1989) Int. Joint Conf. on Artificial Intelligence , pp. 781-787
    • Weiss, S.M.1    Kapouleas, I.2
  • 37
    • 0001313787 scopus 로고
    • Late quaternary fluctuations of the polar front and subtropical convergence in the southeast Indian Ocean
    • Williams, D.F., 1976b. Late Quaternary fluctuations of the Polar Front and Subtropical Convergence in the southeast Indian Ocean. Mar. Micropaleontol. 1, 363-375.
    • (1976) Mar. Micropaleontol. , vol.1 , pp. 363-375
    • Williams, D.F.1
  • 38
    • 0000579069 scopus 로고
    • Diversity of recent planktonic foraminifera in the southern Indian Ocean and late Pleistocene paleotemperatures
    • Williams, D.F., Johnson Jr., W.C., 1975. Diversity of Recent planktonic foraminifera in the southern Indian Ocean and late Pleistocene paleotemperatures. Quat. Res. 5, 237-250.
    • (1975) Quat. Res. , vol.5 , pp. 237-250
    • Williams, D.F.1    Johnson W.C., Jr.2
  • 39
    • 0016973661 scopus 로고
    • Pattern recognition by means of disjoint principal component models
    • Wold, S., 1976. Pattern recognition by means of disjoint principal component models. Pattern Recognition 8, 127-139.
    • (1976) Pattern Recognition , vol.8 , pp. 127-139
    • Wold, S.1
  • 40
    • 0001877951 scopus 로고
    • Soft modeling: The basic design and some extensions
    • Jöreskog, H., Wold, H. (Eds.), North-Holland, Amsterdam, The Netherlands
    • Wold, H., 1982. Soft modeling: the basic design and some extensions. In: Jöreskog, H., Wold, H. (Eds.), Systems Under Direct Observation. North-Holland, Amsterdam, The Netherlands, pp. 1-54.
    • (1982) Systems Under Direct Observation , pp. 1-54
    • Wold, H.1
  • 41


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