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Volumn 120, Issue 18, 2015, Pages 9481-9499

An improved lightning flash rate parameterization developed from Colorado DC3 thunderstorm data for use in cloud-resolving chemical transportmodels

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARRAY; AUTOMATION; CLOUD MICROPHYSICS; CONVECTIVE CLOUD; DATA SET; LIGHTNING; NITROGEN OXIDES; PARAMETERIZATION; RADAR; REFLECTIVITY; SPATIOTEMPORAL ANALYSIS; THUNDERSTORM;

EID: 84944937164     PISSN: 01480227     EISSN: 21562202     Source Type: Journal    
DOI: 10.1002/2015JD023470     Document Type: Article
Times cited : (36)

References (69)
  • 1
    • 0025591040 scopus 로고
    • Use of polarization to characterize precipitation and discriminate large hail
    • Balakrishnan, N., and D. S. Zrnic (1990), Use of polarization to characterize precipitation and discriminate large hail, J. Atmos. Sci., 47(13), 1525-1540.
    • (1990) J. Atmos. Sci. , vol.47 , Issue.13 , pp. 1525-1540
    • Balakrishnan, N.1    Zrnic, D.S.2
  • 2
    • 84942195471 scopus 로고    scopus 로고
    • The Deep Convective Clouds and Chemistry (DC3) field campaign
    • Barth, M. C., et al. (2014), The Deep Convective Clouds and Chemistry (DC3) field campaign, Bull. Am. Meteorol. Soc., doi:10.1175/BAMS-D-13-00290.1.
    • (2014) Bull. Am. Meteorol. Soc.
    • Barth, M.C.1
  • 3
    • 78650549166 scopus 로고    scopus 로고
    • Estimation of total lightning from various storm parameters: A cloud-resolving model study
    • Barthe, C., W. Deierling, and M. Barth (2010), Estimation of total lightning from various storm parameters: A cloud-resolving model study, J. Geophys. Res., 115, D24202, doi:10.1029/2010JD014405.
    • (2010) J. Geophys. Res. , vol.115 , pp. D24202
    • Barthe, C.1    Deierling, W.2    Barth, M.3
  • 4
    • 0032172971 scopus 로고    scopus 로고
    • Assessing the vertical distribution of convective available potential energy
    • Blanchard, D. O. (1998), Assessing the vertical distribution of convective available potential energy, Weather Forecasting, 13, 870-877.
    • (1998) Weather Forecasting , vol.13 , pp. 870-877
    • Blanchard, D.O.1
  • 6
    • 84938211671 scopus 로고    scopus 로고
    • Scientific Computing With Python (SciPy), Austin, Tex. [Accessed date 15 June 2015.]
    • Bruning, E. C. (2013), Streamed Clustering of Lightning Mapping Data in Python Using Sklearn, vol. 2, Scientific Computing With Python (SciPy), Austin, Tex. [Available at http://www.youtube.com/watch?v=0Z17Q22HEMI, Accessed date 15 June 2015.]
    • (2013) Streamed Clustering of Lightning Mapping Data in Python Using Sklearn , vol.2
    • Bruning, E.C.1
  • 7
    • 84896936052 scopus 로고    scopus 로고
    • Theory and observations of controls on lightning flash size spectra
    • Bruning, E. C., and D. R. MacGorman (2013), Theory and observations of controls on lightning flash size spectra, J. Atmos. Sci., 70, 4012-4029.
    • (2013) J. Atmos. Sci. , vol.70 , pp. 4012-4029
    • Bruning, E.C.1    MacGorman, D.R.2
  • 8
    • 84880714990 scopus 로고    scopus 로고
    • Evolution of lightning activity and storm charge relative to dual-Doppler analysis of a high-precipitation supercell storm
    • Calhoun, K. M., D. R. MacGorman, C. L. Ziegler, and M. I. Biggerstaff (2013), Evolution of lightning activity and storm charge relative to dual-Doppler analysis of a high-precipitation supercell storm, Mon. Weather Rev., 141, 2199-2223.
    • (2013) Mon. Weather Rev. , vol.141 , pp. 2199-2223
    • Calhoun, K.M.1    MacGorman, D.R.2    Ziegler, C.L.3    Biggerstaff, M.I.4
  • 9
    • 0030532137 scopus 로고    scopus 로고
    • A multiparameter radar case study of the microphysical and kinematic evolution of a lightning producing storm
    • Carey, L. D., and S. A. Rutledge (1996), A multiparameter radar case study of the microphysical and kinematic evolution of a lightning producing storm, Meteorol. Atmos. Phys., 59, 33-64.
    • (1996) Meteorol. Atmos. Phys. , vol.59 , pp. 33-64
    • Carey, L.D.1    Rutledge, S.A.2
  • 10
    • 85029320160 scopus 로고    scopus 로고
    • paper presented at 23rd International Lightning Detection Conference/5th International Lightning Meteorology Conference, Intl. Lightning Meteorolog. Conf., Tucson, Ariz., 18-21 March
    • Carey, L. D., A. L. Bain, and R. Matthee (2014), Kinematic and microphysical control of lightning in multicell convection over Alabama during DC3, paper presented at 23rd International Lightning Detection Conference/5th International Lightning Meteorology Conference, Intl. Lightning Meteorolog. Conf., Tucson, Ariz., 18-21 March.
    • (2014) Kinematic and microphysical control of lightning in multicell convection over Alabama during DC3
    • Carey, L.D.1    Bain, A.L.2    Matthee, R.3
  • 12
    • 24944570878 scopus 로고    scopus 로고
    • Lightning generated NOx and its impact on tropospheric ozone production: A three-dimensional modeling study of a Stratosphere-Troposphere Experiment: Radiation, Aerosols, and Ozone (STERAO-A) thunderstorm
    • DeCaria, A. J., K. E. Pickering, G. L. Stenchikov, and L. E. Ott (2005), Lightning generated NOx and its impact on tropospheric ozone production: A three-dimensional modeling study of a Stratosphere-Troposphere Experiment: Radiation, Aerosols, and Ozone (STERAO-A) thunderstorm, J. Geophys. Res., 110, D14303, doi:10.1029/2004JD005556.
    • (2005) J. Geophys. Res. , vol.110 , pp. D14303
    • DeCaria, A.J.1    Pickering, K.E.2    Stenchikov, G.L.3    Ott, L.E.4
  • 14
    • 56249126839 scopus 로고    scopus 로고
    • Total lightning activity as an indicator of updraft characteristics
    • Deierling, W., and W. A. Petersen (2008), Total lightning activity as an indicator of updraft characteristics, J. Geophys. Res., 113, D16210, doi:10.1029/2007JD009598.
    • (2008) J. Geophys. Res. , vol.113 , pp. D16210
    • Deierling, W.1    Petersen, W.A.2
  • 15
    • 23144443023 scopus 로고    scopus 로고
    • On the relationship of thunderstorm ice hydrometeor characteristics and total lightning measurements
    • Deierling, W., J. Latham, W. A. Petersen, S. M. Ellis, and H. J. Christian (2005), On the relationship of thunderstorm ice hydrometeor characteristics and total lightning measurements, Atmos. Res., 76(1-4), 114-126.
    • (2005) Atmos. Res. , vol.76 , Issue.1-4 , pp. 114-126
    • Deierling, W.1    Latham, J.2    Petersen, W.A.3    Ellis, S.M.4    Christian, H.J.5
  • 16
    • 56249091955 scopus 로고    scopus 로고
    • The relationship between lightning activity and ice fluxes in thunderstorms
    • Deierling, W., W. A. Petersen, J. Latham, S. Ellis, and H. J. Christian (2008), The relationship between lightning activity and ice fluxes in thunderstorms, J. Geophys. Res., 113, D15210, doi:10.1029/2007JD009700.
    • (2008) J. Geophys. Res. , vol.113 , pp. D15210
    • Deierling, W.1    Petersen, W.A.2    Latham, J.3    Ellis, S.4    Christian, H.J.5
  • 17
    • 72249101385 scopus 로고    scopus 로고
    • A theory-based hydrometeor identification algorithm for X-band polarimetric radars
    • Dolan, B., and S. A. Rutledge (2009), A theory-based hydrometeor identification algorithm for X-band polarimetric radars, J. Atmos. Oceanic Technol., 26, 2071-2088.
    • (2009) J. Atmos. Oceanic Technol. , vol.26 , pp. 2071-2088
    • Dolan, B.1    Rutledge, S.A.2
  • 18
    • 84884226559 scopus 로고    scopus 로고
    • A robust C-band hydrometeor identification algorithm and application to a long-term polarimetric radar dataset
    • Dolan, B., S. A. Rutledge, S. Lim, V. Chandrasekar, and M. Thurai (2013), A robust C-band hydrometeor identification algorithm and application to a long-term polarimetric radar dataset, J. Appl. Meteor. Climatol., 52, 2162-2186.
    • (2013) J. Appl. Meteor. Climatol. , vol.52 , pp. 2162-2186
    • Dolan, B.1    Rutledge, S.A.2    Lim, S.3    Chandrasekar, V.4    Thurai, M.5
  • 19
    • 0033785055 scopus 로고    scopus 로고
    • An overview of the Stratospheric-Tropospheric Experiment: Radiation, Aerosols, and Ozone (STERAO)-Deep Convection experiment with results for the July 10, 1996 storm
    • Dye, J. E., et al. (2000), An overview of the Stratospheric-Tropospheric Experiment: Radiation, Aerosols, and Ozone (STERAO)-Deep Convection experiment with results for the July 10, 1996 storm, J. Geophys. Res., 105(D8), 10,023-10,045.
    • (2000) J. Geophys. Res. , vol.105 , Issue.8 D
    • Dye, J.E.1
  • 21
    • 3342965107 scopus 로고    scopus 로고
    • Model study on production and transport of lightning-producted NOx in a EULINOX supercell storm
    • Fehr, T., H. Holler, and H. Huntrieser (2004), Model study on production and transport of lightning-producted NOx in a EULINOX supercell storm, J. Geophys. Res., 109, D09102, doi:10.1029/2003JD003935.
    • (2004) J. Geophys. Res. , vol.109 , pp. D09102
    • Fehr, T.1    Holler, H.2    Huntrieser, H.3
  • 25
    • 84886657637 scopus 로고    scopus 로고
    • A summary of convective-core vertical velocity profiles using ARM UHF wind profilers in Oklahoma
    • Giangrande, S. E., S. Collis, J. Straka, A. Protat, C. Williams, and S. Krueger (2013), A summary of convective-core vertical velocity profiles using ARM UHF wind profilers in Oklahoma, J. Appl. Meteorol. Climatol., 52(10), 2278-2295.
    • (2013) J. Appl. Meteorol. Climatol. , vol.52 , Issue.10 , pp. 2278-2295
    • Giangrande, S.E.1    Collis, S.2    Straka, J.3    Protat, A.4    Williams, C.5    Krueger, S.6
  • 27
    • 0024223838 scopus 로고
    • Water vapor and ice mass transported into the anvils of CCOPE thunderstorms: Comparison with storm influx and rainout
    • Heymsfield, A. J., and K. M. Miller (1988), Water vapor and ice mass transported into the anvils of CCOPE thunderstorms: Comparison with storm influx and rainout, J. Atmos. Sci., 45(22), 3501-3514.
    • (1988) J. Atmos. Sci. , vol.45 , Issue.22 , pp. 3501-3514
    • Heymsfield, A.J.1    Miller, K.M.2
  • 28
    • 0022825331 scopus 로고
    • Relationships for deriving thunderstorm anvil ice mass for CCOPE storm water budget estimates
    • Heymsfield, A. J., and A. G. Palmer (1986), Relationships for deriving thunderstorm anvil ice mass for CCOPE storm water budget estimates, J. Clim. Appl. Meteor., 25, 691-702.
    • (1986) J. Clim. Appl. Meteor. , vol.25 , pp. 691-702
    • Heymsfield, A.J.1    Palmer, A.G.2
  • 29
    • 0000567902 scopus 로고
    • An iterative filtering technique for the analysis of copolar differential phase and dual-frequency radar measurements
    • Hubbert, J., and V. N. Bringi (1995), An iterative filtering technique for the analysis of copolar differential phase and dual-frequency radar measurements, J. Atmos. Oceanic Technol., 12, 643-648.
    • (1995) J. Atmos. Oceanic Technol. , vol.12 , pp. 643-648
    • Hubbert, J.1    Bringi, V.N.2
  • 30
    • 0020918965 scopus 로고
    • Laboratory studies of the charging of soft-hail during ice crystal interactions
    • Jayaratne, E. R., C. P. R. Saunders, and J. Hallett (1983), Laboratory studies of the charging of soft-hail during ice crystal interactions, Q. J. R. Meteorol. Soc., 109, 609-630.
    • (1983) Q. J. R. Meteorol. Soc. , vol.109 , pp. 609-630
    • Jayaratne, E.R.1    Saunders, C.P.R.2    Hallett, J.3
  • 31
    • 80052407101 scopus 로고    scopus 로고
    • A framework for the statistical analysis of large radar and lightning datasets: Results from STEPS 2000
    • Lang, T. J., and S. A. Rutledge (2011), A framework for the statistical analysis of large radar and lightning datasets: Results from STEPS 2000, Mon. Weather Rev., 139, 2536-2551.
    • (2011) Mon. Weather Rev. , vol.139 , pp. 2536-2551
    • Lang, T.J.1    Rutledge, S.A.2
  • 32
    • 84859128176 scopus 로고    scopus 로고
    • Relationships between lightning flash rates and radar reflectivity vertical structures in thunderstorms over the tropics and subptropics
    • Liu, C., D. J. Cecil, E. J. Zipser, K. Fronfeld, and R. Robertson (2012), Relationships between lightning flash rates and radar reflectivity vertical structures in thunderstorms over the tropics and subptropics, J. Geophys. Res., 117, D06212, doi:10.1029/2011JD017123.
    • (2012) J. Geophys. Res. , vol.117 , pp. D06212
    • Liu, C.1    Cecil, D.J.2    Zipser, E.J.3    Fronfeld, K.4    Robertson, R.5
  • 34
    • 53849109933 scopus 로고    scopus 로고
    • TELEX: The Thunderstorm Electrification and Lightning Experiment
    • MacGorman, D. R., et al. (2008), TELEX: The Thunderstorm Electrification and Lightning Experiment, Bull. Am. Meteorol. Soc., 89, 997-1013.
    • (2008) Bull. Am. Meteorol. Soc. , vol.89 , pp. 997-1013
    • MacGorman, D.R.1
  • 35
    • 69949154702 scopus 로고    scopus 로고
    • Forecasting lightning threat using cloud-resolving model simulations
    • McCaul, E. W., S. J. Goodman, K. M. LaCasse, and D. J. Cecil (2009), Forecasting lightning threat using cloud-resolving model simulations, Weather Forecasting, 24, 709-729.
    • (2009) Weather Forecasting , vol.24 , pp. 709-729
    • McCaul, E.W.1    Goodman, S.J.2    LaCasse, K.M.3    Cecil, D.J.4
  • 36
    • 0000098311 scopus 로고
    • The simple rectification to Cartesian space of folded radial velocities from Doppler radar sampling
    • Miller, L. J., C. G. Mohr, and A. J.Weinheimer (1986), The simple rectification to Cartesian space of folded radial velocities from Doppler radar sampling, J. Atmos. Oceanic Technol., 3, 162-174.
    • (1986) J. Atmos. Oceanic Technol. , vol.3 , pp. 162-174
    • Miller, L.J.1    Mohr, C.G.2    Weinheimer, A.J.3
  • 37
    • 0018468432 scopus 로고
    • An economical procedure for Cartesian interpolation and display of reflectivity factor data in three-dimensional space
    • Mohr, C. G., and R. L. Vaughan (1979), An economical procedure for Cartesian interpolation and display of reflectivity factor data in three-dimensional space, J. App. Meteorol., 18, 661-670.
    • (1979) J. App. Meteorol. , vol.18 , pp. 661-670
    • Mohr, C.G.1    Vaughan, R.L.2
  • 38
    • 0001560852 scopus 로고
    • The merger of mesoscale datasets into a common Cartesian format for efficient and systematic analyses
    • Mohr, C. G., L. J. Miller, R. L. Vaughan, and H.W. Frank (1986), The merger of mesoscale datasets into a common Cartesian format for efficient and systematic analyses, J. Atmos. Oceanic Technol., 3, 143-161.
    • (1986) J. Atmos. Oceanic Technol. , vol.3 , pp. 143-161
    • Mohr, C.G.1    Miller, L.J.2    Vaughan, R.L.3    Frank, H.W.4
  • 39
    • 77649087364 scopus 로고    scopus 로고
    • Production of lightning NOx and its vertical distribution calculated from three-dimensional cloud-scale chemical transport model simulations
    • Ott, L. E., K. E. Pickering, G. L. Stenchikov, D. J. Allen, A. J. DeCaria, B. Ridley, R.-F. Lin, S. Lang, and W.-K. Tao (2010), Production of lightning NOx and its vertical distribution calculated from three-dimensional cloud-scale chemical transport model simulations, J. Geophys. Res., 115, D04301, doi:10.1029/2009JD011880.
    • (2010) J. Geophys. Res. , vol.115 , pp. D04301
    • Ott, L.E.1    Pickering, K.E.2    Stenchikov, G.L.3    Allen, D.J.4    DeCaria, A.J.5    Ridley, B.6    Lin, R.-F.7    Lang, S.8    Tao, W.-K.9
  • 41
    • 0029424349 scopus 로고
    • Software for radar translation, visualization, editing, and interpolation
    • Am. Meteorol. Soc
    • Oye, R., C. Mueller, and S. Smith (1995), Software for radar translation, visualization, editing, and interpolation, in 27th Conference on Radar Meteorology, pp. 359-361, Am. Meteorol. Soc.
    • (1995) 27th Conference on Radar Meteorology , pp. 359-361
    • Oye, R.1    Mueller, C.2    Smith, S.3
  • 42
    • 25444511602 scopus 로고    scopus 로고
    • TRMM observations of the global relationship between ice water content and lightning
    • Petersen, W. A., H. J. Christian, and S. A. Rutledge (2005), TRMM observations of the global relationship between ice water content and lightning, Geophys. Res. Lett., 32, L14819, doi:10.1029/2005GL023236.
    • (2005) Geophys. Res. Lett. , vol.32 , pp. L14819
    • Petersen, W.A.1    Christian, H.J.2    Rutledge, S.A.3
  • 44
    • 17144458003 scopus 로고    scopus 로고
    • Vertical distributions of lightning NOx for use in regional and global chemical transport models
    • Pickering, K. E., Y. Wang, W.-K. Tao, C. Price, and J.-F. Muller (1998), Vertical distributions of lightning NOx for use in regional and global chemical transport models, J. Geophys. Res., 103(D23), 31,203-31,216.
    • (1998) J. Geophys. Res. , vol.103 , Issue.23 D
    • Pickering, K.E.1    Wang, Y.2    Tao, W.-K.3    Price, C.4    Muller, J.-F.5
  • 45
    • 77955577792 scopus 로고    scopus 로고
    • Assessing the impacts of proximity sounding criteria on the climatology of significant tornado environments
    • Potvin, C. K., K. L. Elmore, and S. J. Weiss (2010), Assessing the impacts of proximity sounding criteria on the climatology of significant tornado environments, Weather Forecasting, 25, 921-930.
    • (2010) Weather Forecasting , vol.25 , pp. 921-930
    • Potvin, C.K.1    Elmore, K.L.2    Weiss, S.J.3
  • 46
    • 0027101680 scopus 로고
    • A simple lightning parameterization for calculating global lightning distributions
    • Price, C., and D. Rind (1992), A simple lightning parameterization for calculating global lightning distributions, J. Geophys. Res., 97(D9), 9919-9933.
    • (1992) J. Geophys. Res. , vol.97 , Issue.9 D , pp. 9919-9933
    • Price, C.1    Rind, D.2
  • 47
    • 0000515602 scopus 로고
    • Single- and multiple-Doppler radar observations of tornadic storms
    • Ray, P. S., C. L. Ziegler, and W. Bumgarner (1980), Single- and multiple-Doppler radar observations of tornadic storms, Mon. Weather Rev., 108, 1607-1625.
    • (1980) Mon. Weather Rev. , vol.108 , pp. 1607-1625
    • Ray, P.S.1    Ziegler, C.L.2    Bumgarner, W.3
  • 49
    • 0033494494 scopus 로고    scopus 로고
    • A GPS-based three-dimensional lightning mapping system: Initial observations in central New Mexico
    • Rison, W., R. J. Thomas, P. R. Krehbiel, T. Hamlin, and J. Harlin (1999), A GPS-based three-dimensional lightning mapping system: Initial observations in central New Mexico, Geophys. Res. Lett., 26(23), 3573-3576.
    • (1999) Geophys. Res. Lett. , vol.26 , Issue.23 , pp. 3573-3576
    • Rison, W.1    Thomas, R.J.2    Krehbiel, P.R.3    Hamlin, T.4    Harlin, J.5
  • 51
    • 84910598122 scopus 로고    scopus 로고
    • Projected increase in lightning strikes in the United States due to global warming
    • Romps, D. M., J. T. Seeley, D. Vollaro, and J.Molinari (2014), Projected increase in lightning strikes in the United States due to global warming, Science, 346(6211), 851-854.
    • (2014) Science , vol.346 , Issue.6211 , pp. 851-854
    • Romps, D.M.1    Seeley, J.T.2    Vollaro, D.3    Molinari, J.4
  • 52
    • 79953191149 scopus 로고    scopus 로고
    • Investigation of microphysical processes occurring in isolated convection during NAME
    • Rowe, A. K., S. A. Rutledge, and T. J. Lang (2011), Investigation of microphysical processes occurring in isolated convection during NAME, Mon. Weather Rev., 139, 424-443.
    • (2011) Mon. Weather Rev. , vol.139 , pp. 424-443
    • Rowe, A.K.1    Rutledge, S.A.2    Lang, T.J.3
  • 53
    • 0026272378 scopus 로고
    • The effect of liquid water on thunderstorm charging
    • Saunders, C. P. R., W. D. Keith, and R. P. Mitzeva (1991), The effect of liquid water on thunderstorm charging, J. Geophys. Res., 96(D6), 11,007-11,017.
    • (1991) J. Geophys. Res. , vol.96 , Issue.6 D
    • Saunders, C.P.R.1    Keith, W.D.2    Mitzeva, R.P.3
  • 54
    • 33846875809 scopus 로고    scopus 로고
    • Laboratory studies of the effect of cloud conditions on graupel/crystal charge transfer in thunderstorm electrification
    • Saunders, C. P. R., H. Bax-Norman, C. Emersic, E. E. Avila, and N. E. Castellano (2006), Laboratory studies of the effect of cloud conditions on graupel/crystal charge transfer in thunderstorm electrification, Q. J. R. Meteorol. Soc., 132, 2653-2673.
    • (2006) Q. J. R. Meteorol. Soc. , vol.132 , pp. 2653-2673
    • Saunders, C.P.R.1    Bax-Norman, H.2    Emersic, C.3    Avila, E.E.4    Castellano, N.E.5
  • 55
    • 34547503251 scopus 로고    scopus 로고
    • The global lightning-induced nitrogen oxides source
    • Schumann, U., and H. Huntrieser (2007), The global lightning-induced nitrogen oxides source, Atmos. Chem. Phys., 7, 3823-3907.
    • (2007) Atmos. Chem. Phys. , vol.7 , pp. 3823-3907
    • Schumann, U.1    Huntrieser, H.2
  • 56
    • 0016892706 scopus 로고
    • Potential use of radar differential reflectivity measurements at orthogonal polarizations for measuring precipitation
    • Seliga, T. A., and V. N. Bringi (1976), Potential use of radar differential reflectivity measurements at orthogonal polarizations for measuring precipitation, J. Appl. Meteorol., 15, 69-76.
    • (1976) J. Appl. Meteorol. , vol.15 , pp. 69-76
    • Seliga, T.A.1    Bringi, V.N.2
  • 57
    • 38749133837 scopus 로고    scopus 로고
    • International Global Precipitation Measurement (GPM) program and mission: An overview
    • edited by V. Levizzani, P. Bauer, and F. J. Turk, Springer, Netherlands
    • Smith, E. A., et al. (2007), International Global Precipitation Measurement (GPM) program and mission: An overview, in Measuring Precipitation From Space, edited by V. Levizzani, P. Bauer, and F. J. Turk, Springer, Netherlands.
    • (2007) Measuring Precipitation From Space
    • Smith, E.A.1
  • 58
    • 0000824734 scopus 로고
    • Riming electrification as a charge generation mechanism in thunderstorms
    • Takahashi, T. (1978), Riming electrification as a charge generation mechanism in thunderstorms, J. Atmos. Sci., 35(8), 1536-1548.
    • (1978) J. Atmos. Sci. , vol.35 , Issue.8 , pp. 1536-1548
    • Takahashi, T.1
  • 61
    • 34548487286 scopus 로고    scopus 로고
    • Lightning and convection parameterisations-Uncertainties in global modelling
    • Tost, H., P. Jockel, and J. Lelieveld (2007), Lightning and convection parameterisations-Uncertainties in global modelling, Atmos. Chem. Phys., 7, 4553-4568.
    • (2007) Atmos. Chem. Phys. , vol.7 , pp. 4553-4568
    • Tost, H.1    Jockel, P.2    Lelieveld, J.3
  • 62
    • 0030136084 scopus 로고    scopus 로고
    • A tropospheric ozone-lightning climate feedback
    • Toumi, R., J. D. Haigh, and K. S. Law (1996), A tropospheric ozone-lightning climate feedback, Geophys. Res. Lett., 23(9), 1037-1040.
    • (1996) Geophys. Res. Lett. , vol.23 , Issue.9 , pp. 1037-1040
    • Toumi, R.1    Haigh, J.D.2    Law, K.S.3
  • 63
    • 73049088411 scopus 로고    scopus 로고
    • Algorithm for estimation of the specific differential phase
    • Wang, Y., and V. Chandrasekar (2009), Algorithm for estimation of the specific differential phase, J. Atmos. Oceanic Technol., 26, 2565-2578.
    • (2009) J. Atmos. Oceanic Technol. , vol.26 , pp. 2565-2578
    • Wang, Y.1    Chandrasekar, V.2
  • 64
    • 0032552280 scopus 로고    scopus 로고
    • Nitric oxide production by simulated lightning: Dependence on current, energy, and pressure
    • Wang, Y., A. W. DeSilva, and G. C. Goldenbaum (1998), Nitric oxide production by simulated lightning: Dependence on current, energy, and pressure, J. Geophys. Res., 103(D15), 19,149-19,159.
    • (1998) J. Geophys. Res. , vol.103 , Issue.15 D
    • Wang, Y.1    DeSilva, A.W.2    Goldenbaum, G.C.3
  • 65
    • 31144457936 scopus 로고    scopus 로고
    • The 29 June 2000 supercell observed during STEPS. Part II: Lightning and charge structure
    • Wiens, K. C., S. A. Rutledge, and S. A. Tessendorf (2005), The 29 June 2000 supercell observed during STEPS. Part II: Lightning and charge structure, J. Atmos. Sci., 62(12), 4151-4177.
    • (2005) J. Atmos. Sci. , vol.62 , Issue.12 , pp. 4151-4177
    • Wiens, K.C.1    Rutledge, S.A.2    Tessendorf, S.A.3
  • 66
    • 0028557580 scopus 로고
    • Global circuit response to seasonal variations in global surface air temperature
    • Williams, E. R. (1994), Global circuit response to seasonal variations in global surface air temperature, Mon. Weather Rev., 122, 1917-1929.
    • (1994) Mon. Weather Rev. , vol.122 , pp. 1917-1929
    • Williams, E.R.1
  • 67
    • 0026308015 scopus 로고
    • Mixed-phase microphysics and cloud electrification
    • Williams, E. R., R. Zhang, and J. Rydock (1991), Mixed-phase microphysics and cloud electrification, J. Atmos. Sci., 48(19), 2195-2203.
    • (1991) J. Atmos. Sci. , vol.48 , Issue.19 , pp. 2195-2203
    • Williams, E.R.1    Zhang, R.2    Rydock, J.3
  • 68
    • 23144459831 scopus 로고    scopus 로고
    • Thermodynamic conditions favorable to superlative thunderstorm updraft, mixed phase microphysics and lightning flash rate
    • Williams, E. R., V. Mushtak, D. Rosenfeld, S. Goodman, and D. Boccippio (2005), Thermodynamic conditions favorable to superlative thunderstorm updraft, mixed phase microphysics and lightning flash rate, Atmos. Res., 76, 288-306.
    • (2005) Atmos. Res. , vol.76 , pp. 288-306
    • Williams, E.R.1    Mushtak, V.2    Rosenfeld, D.3    Goodman, S.4    Boccippio, D.5
  • 69
    • 80555136732 scopus 로고    scopus 로고
    • National Mosaic and Multi-Sensor QPE (NMQ) system: Description, results, and future plans
    • Zhang, J., et al. (2011), National Mosaic and Multi-Sensor QPE (NMQ) system: Description, results, and future plans, Bull. Am. Meteorol. Soc., 92, 1321-1338.
    • (2011) Bull. Am. Meteorol. Soc. , vol.92 , pp. 1321-1338
    • Zhang, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.