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Volumn 35, Issue 2, 2009, Pages 309-316

Mining geophysical parameters through decision-tree analysis to determine correlation with tropical cyclone development

Author keywords

Data mining; Hurricane; Natural disaster; Prediction

Indexed keywords

ACCIDENTS; ATMOSPHERICS; DATA MINING; DECISION THEORY; DECISION TREES; DEFORMATION; DISASTERS; FORECASTING; GEOPHYSICS; INFORMATION MANAGEMENT; MATHEMATICAL MODELS; MOISTURE; STORMS; STRETCHING; SURFACE PROPERTIES; TROPICS; VAPORS; WATER VAPOR; WIND EFFECTS;

EID: 58349106193     PISSN: 00983004     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cageo.2008.02.032     Document Type: Article
Times cited : (17)

References (31)
  • 1
    • 33644538543 scopus 로고    scopus 로고
    • Baglioni, M., Furletti, B., Turini, F., 2005. C4.5: improving C4.5 by means of prior knowledge. In: Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), New Mexico, USA, pp. 474-481.
    • Baglioni, M., Furletti, B., Turini, F., 2005. C4.5: improving C4.5 by means of prior knowledge. In: Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), New Mexico, USA, pp. 474-481.
  • 2
    • 0031455642 scopus 로고    scopus 로고
    • The effect of relative flow on the asymmetric structure in the interior of hurricanes
    • Bender M.A. The effect of relative flow on the asymmetric structure in the interior of hurricanes. Journal of Atmospheric Sciences 54 (1997) 703-724
    • (1997) Journal of Atmospheric Sciences , vol.54 , pp. 703-724
    • Bender, M.A.1
  • 3
    • 0035919699 scopus 로고    scopus 로고
    • Enhanced hurricane threats
    • Bengtsson L. Enhanced hurricane threats. Science 293 (2001) 440-441
    • (2001) Science , vol.293 , pp. 440-441
    • Bengtsson, L.1
  • 6
    • 0030424343 scopus 로고    scopus 로고
    • The effect of vertical shear on tropical cyclone intensity change
    • DeMaria M. The effect of vertical shear on tropical cyclone intensity change. Journal of Atmospheric Sciences 53 (1996) 2076-2087
    • (1996) Journal of Atmospheric Sciences , vol.53 , pp. 2076-2087
    • DeMaria, M.1
  • 7
    • 0032710897 scopus 로고    scopus 로고
    • An updated statistical hurricane intensity prediction scheme (SHIPS) for the Atlantic and Eastern North Pacific basins
    • DeMaria M., and Kaplan J. An updated statistical hurricane intensity prediction scheme (SHIPS) for the Atlantic and Eastern North Pacific basins. Weather Forecasting 14 (1999) 326-337
    • (1999) Weather Forecasting , vol.14 , pp. 326-337
    • DeMaria, M.1    Kaplan, J.2
  • 8
    • 0015644825 scopus 로고
    • A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters
    • Dunn J.C. A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters. Journal of Cybernetics 3 (1973) 32-57
    • (1973) Journal of Cybernetics , vol.3 , pp. 32-57
    • Dunn, J.C.1
  • 9
    • 0023525281 scopus 로고
    • The dependence of hurricane intensity on climate
    • Emanuel K.A. The dependence of hurricane intensity on climate. Nature 326 (1987) 483-485
    • (1987) Nature , vol.326 , pp. 483-485
    • Emanuel, K.A.1
  • 10
    • 23644453661 scopus 로고    scopus 로고
    • Increasing destructiveness of tropical cyclones over the past 30 years
    • Emanuel K.A. Increasing destructiveness of tropical cyclones over the past 30 years. Nature 436 (2005) 686-688
    • (2005) Nature , vol.436 , pp. 686-688
    • Emanuel, K.A.1
  • 11
    • 0035919625 scopus 로고    scopus 로고
    • The recent increase in Atlantic hurricane activity: causes and implications
    • Goldenberg S.B., Landsea C.W., Mestas-Nuñez A.M., and Gray W.M. The recent increase in Atlantic hurricane activity: causes and implications. Science 293 (2001) 474-479
    • (2001) Science , vol.293 , pp. 474-479
    • Goldenberg, S.B.1    Landsea, C.W.2    Mestas-Nuñez, A.M.3    Gray, W.M.4
  • 12
    • 0000980508 scopus 로고
    • Global view of the origin of tropical disturbances and storms
    • Gray W.M. Global view of the origin of tropical disturbances and storms. Monthly Weather Review 96 (1968) 669-700
    • (1968) Monthly Weather Review , vol.96 , pp. 669-700
    • Gray, W.M.1
  • 14
    • 0031395098 scopus 로고    scopus 로고
    • The maximum potential intensity of tropical cyclones
    • Holland G.J. The maximum potential intensity of tropical cyclones. Journal of Atmospheric Sciences 54 (1997) 2519-2541
    • (1997) Journal of Atmospheric Sciences , vol.54 , pp. 2519-2541
    • Holland, G.J.1
  • 15
    • 33645693579 scopus 로고    scopus 로고
    • Deconvolution of the factors contributing to the increase in global hurricane intensity
    • Hoyos C.D., Agudelo P.A., Webster P.J., and Curry J.A. Deconvolution of the factors contributing to the increase in global hurricane intensity. Science 312 (2006) 94-97
    • (2006) Science , vol.312 , pp. 94-97
    • Hoyos, C.D.1    Agudelo, P.A.2    Webster, P.J.3    Curry, J.A.4
  • 16
    • 85040856045 scopus 로고    scopus 로고
    • Jarvinen, B.R., Newmann, C.J., Davis, M.A.S., 1984. A tropical cyclone data tape for the North Atlantic basin, 1886-1983: contents, limitations and uses. National Oceanic and Atmospheric Administration (NOAA) Technical Memorandum NWS NHC 22, Miami, FL, 21pp.
    • Jarvinen, B.R., Newmann, C.J., Davis, M.A.S., 1984. A tropical cyclone data tape for the North Atlantic basin, 1886-1983: contents, limitations and uses. National Oceanic and Atmospheric Administration (NOAA) Technical Memorandum NWS NHC 22, Miami, FL, 21pp.
  • 18
    • 0032720896 scopus 로고    scopus 로고
    • Increased hurricane intensities with CO2-induced warming as simulated using the GFDL hurricane prediction system
    • Knutson T.R., and Tuleya R.E. Increased hurricane intensities with CO2-induced warming as simulated using the GFDL hurricane prediction system. Climate Dynamics 15 (1999) 503-519
    • (1999) Climate Dynamics , vol.15 , pp. 503-519
    • Knutson, T.R.1    Tuleya, R.E.2
  • 19
    • 33751544339 scopus 로고
    • The strong association between Western Sahel monsoon rainfall and intense Atlantic hurricanes
    • Landsea C.W., and Gray W.M. The strong association between Western Sahel monsoon rainfall and intense Atlantic hurricanes. Journal of Climate 5 (1992) 435-453
    • (1992) Journal of Climate , vol.5 , pp. 435-453
    • Landsea, C.W.1    Gray, W.M.2
  • 20
    • 34548035410 scopus 로고    scopus 로고
    • Tropical sea surface temperatures, vertical wind shear, and hurricane development
    • 10.1029/2006GL027969
    • Latif M., Keenlyside N., and Bader J. Tropical sea surface temperatures, vertical wind shear, and hurricane development. Geophysical Research Letters 34 1 (2007) L01710 10.1029/2006GL027969
    • (2007) Geophysical Research Letters , vol.34 , Issue.1
    • Latif, M.1    Keenlyside, N.2    Bader, J.3
  • 21
    • 0031212206 scopus 로고    scopus 로고
    • Seasonal prediction models for North Atlantic basin hurricane location
    • Lehmiller G.S., Kimberlain T.B., and Elsner J.B. Seasonal prediction models for North Atlantic basin hurricane location. Monthly Weather Review 125 (1997) 1780-1791
    • (1997) Monthly Weather Review , vol.125 , pp. 1780-1791
    • Lehmiller, G.S.1    Kimberlain, T.B.2    Elsner, J.B.3
  • 22
    • 0035891814 scopus 로고    scopus 로고
    • Impact of sea surface temperature anomalies on the Atlantic tropical storm activity and West African rainfall
    • Mo K., Bell G.D., and Thaiw W. Impact of sea surface temperature anomalies on the Atlantic tropical storm activity and West African rainfall. Journal of Atmospheric Sciences 58 (2001) 3477-3496
    • (2001) Journal of Atmospheric Sciences , vol.58 , pp. 3477-3496
    • Mo, K.1    Bell, G.D.2    Thaiw, W.3
  • 23
    • 0003006596 scopus 로고
    • On the formation and structure of tropical hurricanes
    • Palmén E. On the formation and structure of tropical hurricanes. Geophysics 3 (1948) 26-38
    • (1948) Geophysics , vol.3 , pp. 26-38
    • Palmén, E.1
  • 24
    • 58349106317 scopus 로고    scopus 로고
    • Quinlan, J.R., 1987. Generating production rules from decision trees. In: Proceedings of the 10th International Joint Conferences on Artificial Intelligence, Milan, Italy, pp. 304-307.
    • Quinlan, J.R., 1987. Generating production rules from decision trees. In: Proceedings of the 10th International Joint Conferences on Artificial Intelligence, Milan, Italy, pp. 304-307.
  • 26
    • 0031821987 scopus 로고    scopus 로고
    • Atlantic sea surface temperatures and tropical cyclone formation
    • Shapiro L.J., and Goldenberg S.B. Atlantic sea surface temperatures and tropical cyclone formation. Journal of Climate 11 (1998) 578-590
    • (1998) Journal of Climate , vol.11 , pp. 578-590
    • Shapiro, L.J.1    Goldenberg, S.B.2
  • 27
    • 0036863565 scopus 로고    scopus 로고
    • Testing for a trend in North Atlantic hurricane activity, 1900-98
    • Solow A.R., and Moore L.J. Testing for a trend in North Atlantic hurricane activity, 1900-98. Journal of Climate 15 (2002) 3111-3114
    • (2002) Journal of Climate , vol.15 , pp. 3111-3114
    • Solow, A.R.1    Moore, L.J.2
  • 28
    • 24944475541 scopus 로고    scopus 로고
    • Changes in tropical cyclone number, duration, and intensity in a warming environment
    • Webster P.J., Holland G.J., Curry J.A., and Chang H.R. Changes in tropical cyclone number, duration, and intensity in a warming environment. Science 309 (2005) 1844-1846
    • (2005) Science , vol.309 , pp. 1844-1846
    • Webster, P.J.1    Holland, G.J.2    Curry, J.A.3    Chang, H.R.4
  • 31
    • 0035866102 scopus 로고    scopus 로고
    • Sensitivity of Atlantic tropical storm frequency to ENSO and interdecadal variability of SSTs in an ensemble of AGCM integrations
    • Vitart F., and Anderson J.L. Sensitivity of Atlantic tropical storm frequency to ENSO and interdecadal variability of SSTs in an ensemble of AGCM integrations. Journal of Climate 14 (2001) 533-545
    • (2001) Journal of Climate , vol.14 , pp. 533-545
    • Vitart, F.1    Anderson, J.L.2


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