메뉴 건너뛰기




Volumn 25, Issue 7, 2008, Pages 1136-1148

Tornado detection using a neuro-fuzzy system to integrate shear and spectral signatures

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BOOLEAN FUNCTIONS; COMPUTER NETWORKS; DOPPLER EFFECT; DOPPLER RADAR; FUZZY SETS; FUZZY SYSTEMS; MEMBERSHIP FUNCTIONS; NEURAL NETWORKS; PHOTODEGRADATION; RADAR; SIGNAL DETECTION; STORMS; SURVEILLANCE RADAR; TIME SERIES ANALYSIS; VORTEX FLOW; WEATHER FORECASTING;

EID: 51749098437     PISSN: 07390572     EISSN: None     Source Type: Journal    
DOI: 10.1175/2007JTECHA1022.1     Document Type: Article
Times cited : (22)

References (40)
  • 1
    • 0032739549 scopus 로고    scopus 로고
    • A numerical simulation of cyclic mesocyclogenesis
    • Adlerman, E., K. Droegemeier, and R. Jones, 1999: A numerical simulation of cyclic mesocyclogenesis. J. Atmos. Sci., 56, 2045-2069.
    • (1999) J. Atmos. Sci , vol.56 , pp. 2045-2069
    • Adlerman, E.1    Droegemeier, K.2    Jones, R.3
  • 2
    • 0030471054 scopus 로고    scopus 로고
    • A comparison of tornado warning lead times with and without NEXRAD Doppler radar
    • Bieringer, P., and P. S. Ray, 1996: A comparison of tornado warning lead times with and without NEXRAD Doppler radar. Wea. Forecasting, 11, 47-52.
    • (1996) Wea. Forecasting , vol.11 , pp. 47-52
    • Bieringer, P.1    Ray, P.S.2
  • 3
    • 0346024323 scopus 로고    scopus 로고
    • Mobile Doppler radar observations of a tornado in a supercell near Bassett, Nebraska, on 5 June 1999. Part II: Tornado-vortex structure
    • Bluestein, B. H., W.-C. Lee, M. Bell, C. C. Weiss, and A. L. Pazmany; 2003: Mobile Doppler radar observations of a tornado in a supercell near Bassett, Nebraska, on 5 June 1999. Part II: Tornado-vortex structure. Mon. Wea. Rev., 131, 2968-2984.
    • (2003) Mon. Wea. Rev , vol.131 , pp. 2968-2984
    • Bluestein, B.H.1    Lee, W.-C.2    Bell, M.3    Weiss, C.C.4    Pazmany, A.L.5
  • 4
    • 33847407973 scopus 로고    scopus 로고
    • Close-range observations of tornadoes in supercells made with a dual-polarization, X-band, mobile Doppler radar
    • Bluestein, B. H., M. M. French, R. L. Tanamachi, S. Frasier, K. Hardwick, F. Juyent, and A. L. Pazmany, 2007a: Close-range observations of tornadoes in supercells made with a dual-polarization, X-band, mobile Doppler radar. Mon. Wea. Rev., 135, 1522-1543.
    • (2007) Mon. Wea. Rev , vol.135 , pp. 1522-1543
    • Bluestein, B.H.1    French, M.M.2    Tanamachi, R.L.3    Frasier, S.4    Hardwick, K.5    Juyent, F.6    Pazmany, A.L.7
  • 5
    • 33847341712 scopus 로고    scopus 로고
    • The structure of tornadoes near Attica, Kansas, on 12 May 2004: High-resolution, mobile, Doppler radar observations
    • Bluestein, H. B., C. C. Weiss, M. M. French, E. M. Holthaus, R. L. Tananmachi, S. Frasier, and A. L. Pazmany, 2007b: The structure of tornadoes near Attica, Kansas, on 12 May 2004: High-resolution, mobile, Doppler radar observations. Mon. Wea. Rev., 135, 475-506.
    • (2007) Mon. Wea. Rev , vol.135 , pp. 475-506
    • Bluestein, H.B.1    Weiss, C.C.2    French, M.M.3    Holthaus, E.M.4    Tananmachi, R.L.5    Frasier, S.6    Pazmany, A.L.7
  • 6
    • 0032453674 scopus 로고    scopus 로고
    • Nomogram for aiding the interpretation of tornadic vortex signatures measured by Doppler radar
    • Brown, R. A., 1998: Nomogram for aiding the interpretation of tornadic vortex signatures measured by Doppler radar. Wea. Forecasting, 13, 505-512.
    • (1998) Wea. Forecasting , vol.13 , pp. 505-512
    • Brown, R.A.1
  • 7
    • 0005019959 scopus 로고
    • Single Doppler radar vortex recognition. Part II: Tornadic vortex signatures. Preprints
    • Seattle, WA, Amer. Meteor. Soc
    • Brown, R. A., and L. R. Lemon, 1976: Single Doppler radar vortex recognition. Part II: Tornadic vortex signatures. Preprints, 17th Conf. on Radar Meteorology, Seattle, WA, Amer. Meteor. Soc., 104-109.
    • (1976) 17th Conf. on Radar Meteorology , pp. 104-109
    • Brown, R.A.1    Lemon, L.R.2
  • 8
    • 0002802198 scopus 로고
    • Tornado detection by pulsed Doppler radar
    • Brown, R. A., L. R. Lemon, and D. W. Burgess, 1978: Tornado detection by pulsed Doppler radar. Mon. Wea. Rev., 106, 29-38.
    • (1978) Mon. Wea. Rev , vol.106 , pp. 29-38
    • Brown, R.A.1    Lemon, L.R.2    Burgess, D.W.3
  • 9
    • 0036872610 scopus 로고    scopus 로고
    • Improved tornado detection using simulated and actual WSR-88D data with enhanced resolution
    • Brown, R. A., V. T. Wood, and D. Simians, 2002: Improved tornado detection using simulated and actual WSR-88D data with enhanced resolution. J. Atmos. Oceanic Technol., 19, 1759-1771.
    • (2002) J. Atmos. Oceanic Technol , vol.19 , pp. 1759-1771
    • Brown, R.A.1    Wood, V.T.2    Simians, D.3
  • 10
    • 84987453002 scopus 로고
    • Tornado characteristics revealed by Doppler radar
    • Burgess, D. W., L. R. Lemon, and R. A. Brown, 1975: Tornado characteristics revealed by Doppler radar. Geophys. Res. Lett., 2, 183-184.
    • (1975) Geophys. Res. Lett , vol.2 , pp. 183-184
    • Burgess, D.W.1    Lemon, L.R.2    Brown, R.A.3
  • 11
    • 0020290353 scopus 로고
    • Mesocyclone evolution statistics. Preprints
    • San Antonio, TX, Amer. Meteor. Soc
    • Burgess, D. W., V. T. Wood, and R. A. Brown, 1982: Mesocyclone evolution statistics. Preprints, 12th Conf. on Severe Local Storms, San Antonio, TX, Amer. Meteor. Soc., 422-424.
    • (1982) 12th Conf. on Severe Local Storms , pp. 422-424
    • Burgess, D.W.1    Wood, V.T.2    Brown, R.A.3
  • 13
    • 0027804859 scopus 로고
    • The WSR-88D and the WSR-88D operational support facility
    • Crum, T. D., and R. L. Alberty, 1993: The WSR-88D and the WSR-88D operational support facility. Bull. Amer. Meteor. Soc., 74, 1669-1687.
    • (1993) Bull. Amer. Meteor. Soc , vol.74 , pp. 1669-1687
    • Crum, T.D.1    Alberty, R.L.2
  • 15
    • 3242699780 scopus 로고    scopus 로고
    • Spectrum width measured by WSR-88D: Error sources and statistics of various weather phenomena
    • Fang, M., R. J. Doviak, and V. Melniko, 2004: Spectrum width measured by WSR-88D: Error sources and statistics of various weather phenomena. J. Atmos. Oceanic Technol., 21, 888-904.
    • (2004) J. Atmos. Oceanic Technol , vol.21 , pp. 888-904
    • Fang, M.1    Doviak, R.J.2    Melniko, V.3
  • 16
    • 0019746595 scopus 로고
    • On the reliability of hook echoes as tornado indicators
    • Forbes, G. S., 1981: On the reliability of hook echoes as tornado indicators. Mon. Wea. Rev., 109, 1457-1466.
    • (1981) Mon. Wea. Rev , vol.109 , pp. 1457-1466
    • Forbes, G.S.1
  • 17
    • 0001344653 scopus 로고
    • Mesoanalysis of the Illinois tornadoes of 9 April 1953
    • Fujita, T., 1958: Mesoanalysis of the Illinois tornadoes of 9 April 1953. J. Meteor., 15, 288-296.
    • (1958) J. Meteor , vol.15 , pp. 288-296
    • Fujita, T.1
  • 18
    • 0034091045 scopus 로고    scopus 로고
    • Classification of hydrometeors based on polarimetric radar measurements: Development of fuzzy logic and neuro-fuzzy system, and in situ verification
    • Liu, H., and V. Chandrasekar, 2000: Classification of hydrometeors based on polarimetric radar measurements: Development of fuzzy logic and neuro-fuzzy system, and in situ verification. J. Atmos. Oceanic Technol., 17, 140-164.
    • (2000) J. Atmos. Oceanic Technol , vol.17 , pp. 140-164
    • Liu, H.1    Chandrasekar, V.2
  • 19
    • 0001712213 scopus 로고    scopus 로고
    • A neural network for tornado prediction based on Doppler radar-derived attributes
    • Marzban, C., and G. J. Stumpf, 1996: A neural network for tornado prediction based on Doppler radar-derived attributes. J. Appl. Meteor., 35, 617-626.
    • (1996) J. Appl. Meteor , vol.35 , pp. 617-626
    • Marzban, C.1    Stumpf, G.J.2
  • 20
    • 0029270928 scopus 로고
    • Fuzzy logic systems for engineering: A tutorial
    • Mendel, J. M., 1995: Fuzzy logic systems for engineering: A tutorial. Proc. IEEE, 83, 345-377.
    • (1995) Proc. IEEE , vol.83 , pp. 345-377
    • Mendel, J.M.1
  • 22
    • 0019569248 scopus 로고
    • The importance of phase in signals
    • Oppenheim, A. V., and J. S. Lim, 1981: The importance of phase in signals. Proc. IEEE, 69, 529-541.
    • (1981) Proc. IEEE , vol.69 , pp. 529-541
    • Oppenheim, A.V.1    Lim, J.S.2
  • 23
    • 0028255594 scopus 로고
    • National Weather Service warning performance based on the WSR-88D
    • Polger, P. D., B. S. Goldsmith, and R. C. Bocchierri, 1994: National Weather Service warning performance based on the WSR-88D. Bull. Amer. Meteor. Soc., 75, 203-214.
    • (1994) Bull. Amer. Meteor. Soc , vol.75 , pp. 203-214
    • Polger, P.D.1    Goldsmith, B.S.2    Bocchierri, R.C.3
  • 26
    • 23144440962 scopus 로고    scopus 로고
    • WSR-88D radar, tornado warnings, and tornado casualties
    • Simmons, K. M., and D. Sutter, 2005: WSR-88D radar, tornado warnings, and tornado casualties. Wea. Forecasting, 20, 301-310.
    • (2005) Wea. Forecasting , vol.20 , pp. 301-310
    • Simmons, K.M.1    Sutter, D.2
  • 27
    • 51749098743 scopus 로고    scopus 로고
    • On the imprecision of radar signature locations and storm path forecasts
    • Speheger, A. D., 2006: On the imprecision of radar signature locations and storm path forecasts. Natl. Wea. Dig., 30, 3-10.
    • (2006) Natl. Wea. Dig , vol.30 , pp. 3-10
    • Speheger, A.D.1
  • 28
    • 0001291510 scopus 로고
    • Radar records Illinois tornadogenesis
    • Stout, G. E., and F. A. Huff, 1953: Radar records Illinois tornadogenesis. Bull. Amer. Meteor. Soc., 34, 281-284.
    • (1953) Bull. Amer. Meteor. Soc , vol.34 , pp. 281-284
    • Stout, G.E.1    Huff, F.A.2
  • 31
    • 0001279588 scopus 로고    scopus 로고
    • Effects of radar sampling on single-Doppler velocity signatures of mesocyclones and tornadoes
    • Wood, V. T., and R. A. Brown, 1997: Effects of radar sampling on single-Doppler velocity signatures of mesocyclones and tornadoes. Wea. Forecasting, 12, 929-939.
    • (1997) Wea. Forecasting , vol.12 , pp. 929-939
    • Wood, V.T.1    Brown, R.A.2
  • 32
    • 0033829454 scopus 로고    scopus 로고
    • Finescale radar observations of the Dimmitt, Texas (2 June 1995), tornado
    • Wurman, J., and S. Gill, 2000: Finescale radar observations of the Dimmitt, Texas (2 June 1995), tornado. Mon. Wea. Rev., 128, 2135-2163.
    • (2000) Mon. Wea. Rev , vol.128 , pp. 2135-2163
    • Wurman, J.1    Gill, S.2
  • 33
    • 34047208144 scopus 로고    scopus 로고
    • Scales of motion in tornadoes what radars cannot see what scale circulation is a tornado. Preprints
    • Hyannis, MA, Amer. Meteor. Soc, Available online at
    • Wurman, J., and C. Alexander, 2006: Scales of motion in tornadoes what radars cannot see what scale circulation is a tornado. Preprints, 22th Conf. on Severe Local Storms, Hyannis, MA, Amer. Meteor. Soc., P11.6. [Available online at http://ams.confex.com/ams/pdfpapers/ 82353.pdf.]
    • (2006) 22th Conf. on Severe Local Storms
    • Wurman, J.1    Alexander, C.2
  • 34
    • 34547147352 scopus 로고    scopus 로고
    • Tornadic time series detection using eigen analysis and a machine intelligence-based approach
    • Yeary, M., S. Nemati, T.-Y. Yu, and Y. Wang, 2007: Tornadic time series detection using eigen analysis and a machine intelligence-based approach. IEEE Geosci. Remote Sens. Lett., 4, 335-339.
    • (2007) IEEE Geosci. Remote Sens. Lett , vol.4 , pp. 335-339
    • Yeary, M.1    Nemati, S.2    Yu, T.-Y.3    Wang, Y.4
  • 36
    • 18244417707 scopus 로고
    • Velocity spectra of vortices scanned with a pulsed-Doppler radar
    • Zrnić, D. S., and R. J. Doviak, 1975: Velocity spectra of vortices scanned with a pulsed-Doppler radar. J. Appl. Meteor., 14, 1531-1539.
    • (1975) J. Appl. Meteor , vol.14 , pp. 1531-1539
    • Zrnić, D.S.1    Doviak, R.J.2
  • 37
    • 0019228133 scopus 로고
    • Wind speeds in two tornadic storms and a tornado, deduced from Doppler spectra
    • Zrnić, D. S., and M. Istok, 1980: Wind speeds in two tornadic storms and a tornado, deduced from Doppler spectra. J. Appl. Meteor., 19, 1405-1415.
    • (1980) J. Appl. Meteor , vol.19 , pp. 1405-1415
    • Zrnić, D.S.1    Istok, M.2
  • 39
    • 0022171664 scopus 로고
    • Doppler spectra and estimated wind-speed of a violent tornado
    • Zrnić, D. S., D. W. Burgess, and L. D. Hennington, 1985: Doppler spectra and estimated wind-speed of a violent tornado. J. Climate Appl. Meteor., 24, 1068-1081.
    • (1985) J. Climate Appl. Meteor , vol.24 , pp. 1068-1081
    • Zrnić, D.S.1    Burgess, D.W.2    Hennington, L.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.