메뉴 건너뛰기




Volumn 70, Issue 10, 2013, Pages 3302-3320

A method for adaptive habit prediction in bulk microphysical models. part III: Applications and studies within a two-dimensional kinematic model

Author keywords

[No Author keywords available]

Indexed keywords

DYNAMIC FLOW FIELD; ICE CONCENTRATION; MICROPHYSICAL MODELS; SEDIMENTATION FLUXES; SENSIBLE HEAT FLUX; SPHERICAL PARTICLE; SUPERCOOLED LIQUIDS; TWO-DIMENSIONAL KINEMATICS;

EID: 84885932908     PISSN: 00224928     EISSN: 15200469     Source Type: Journal    
DOI: 10.1175/JAS-D-12-0316.1     Document Type: Article
Times cited : (21)

References (53)
  • 1
    • 79951487344 scopus 로고    scopus 로고
    • Influence of parameterized ice habit on simulated mixed-phase Arctic clouds
    • doi:10.1029/2009JD012108
    • Avramov, A., and J. Harrington, 2010: Influence of parameterized ice habit on simulated mixed-phase Arctic clouds. J. Geophys. Res., 115, D03205, doi:10.1029/2009JD012108.
    • (2010) J. Geophys. Res. , vol.115
    • Avramov, A.1    Harrington, J.2
  • 2
    • 70149095083 scopus 로고    scopus 로고
    • A comprehensive habit diagram for atmospheric ice crystals: Confirmation from the laboratory, AIRS II, and other field studies
    • Bailey, M. P., and J. Hallett, 2009: A comprehensive habit diagram for atmospheric ice crystals: Confirmation from the laboratory, AIRS II, and other field studies. J. Atmos. Sci., 66, 2888-2899.
    • (2009) J. Atmos. Sci. , vol.66 , pp. 2888-2899
    • Bailey, M.P.1    Hallett, J.2
  • 3
    • 41249096290 scopus 로고    scopus 로고
    • Selective monotonicity preservation in scalar advection
    • Blossey, P. N., and D. R. Durran, 2008: Selective monotonicity preservation in scalar advection. J. Comput. Phys., 227, 5160-5183.
    • (2008) J. Comput. Phys. , vol.227 , pp. 5160-5183
    • Blossey, P.N.1    Durran, D.R.2
  • 4
    • 0026447347 scopus 로고
    • A general hydrodynamic theory for mixed-phase microphysics. Part I: Drag and fall speed of hydrometeors
    • Bohm, J., 1992: A general hydrodynamic theory for mixed-phase microphysics. Part I: Drag and fall speed of hydrometeors. Atmos. Res., 27, 253-274.
    • (1992) Atmos. Res. , vol.27 , pp. 253-274
    • Bohm, J.1
  • 5
    • 0028571933 scopus 로고
    • The theoretical basis for the parameterization of ice crystal habits: Growth by vapor deposition
    • Chen, J., and D. Lamb, 1994: The theoretical basis for the parameterization of ice crystal habits: Growth by vapor deposition. J. Atmos. Sci., 51, 1206-1221.
    • (1994) J. Atmos. Sci. , vol.51 , pp. 1206-1221
    • Chen, J.1    Lamb, D.2
  • 6
    • 0000179053 scopus 로고
    • Numerical simulation of precipitation development in supercooled cumuli-Part II
    • Cotton, W. R., 1972: Numerical simulation of precipitation development in supercooled cumuli-Part II. Mon. Wea. Rev., 100, 764-784.
    • (1972) Mon. Wea. Rev. , vol.100 , pp. 764-784
    • Cotton, W.R.1
  • 7
    • 78651293230 scopus 로고    scopus 로고
    • Evidence of liquid dependent ice nucleation in high-latitude stratiform clouds from surface remote sensors
    • doi:10.1029/2010GL046016
    • de Boer, G., H. Morrison, M. Shupe, and R. Hildner, 2011: Evidence of liquid dependent ice nucleation in high-latitude stratiform clouds from surface remote sensors. Geophys. Res. Lett., 38, L01803, doi:10.1029/2010GL046016.
    • (2011) Geophys. Res. Lett. , vol.38
    • de Boer, G.1    Morrison, H.2    Shupe, M.3    Hildner, R.4
  • 9
    • 0032718140 scopus 로고    scopus 로고
    • The growth of atmospheric ice crystals: A summary of findings in vertical supercooled cloud tunnel studies
    • Fukuta, N., and T. Takahashi, 1999: The growth of atmospheric ice crystals: A summary of findings in vertical supercooled cloud tunnel studies. J. Atmos. Sci., 56, 1963-1979.
    • (1999) J. Atmos. Sci. , vol.56 , pp. 1963-1979
    • Fukuta, N.1    Takahashi, T.2
  • 10
    • 72049106104 scopus 로고    scopus 로고
    • Acceleration by aerosol of a radiative-thermodynamic cloud feedback influencing Arctic surface warming
    • doi:10.1029/2009GL040195
    • Garrett, T. J., M. M. Maestas, S. K. Krueger, and C. T. Schmidt, 2009: Acceleration by aerosol of a radiative-thermodynamic cloud feedback influencing Arctic surface warming. Geophys. Res. Lett., 36, L19804, doi:10.1029/2009GL040195.
    • (2009) Geophys. Res. Lett. , vol.36
    • Garrett, T.J.1    Maestas, M.M.2    Krueger, S.K.3    Schmidt, C.T.4
  • 12
    • 43149105099 scopus 로고    scopus 로고
    • Toward the mitigation of spurious cloud-edge supersaturation in cloud models
    • Grabowski, W., and H. Morrison, 2008: Toward the mitigation of spurious cloud-edge supersaturation in cloud models. Mon. Wea. Rev., 136, 1224-1234.
    • (2008) Mon. Wea. Rev. , vol.136 , pp. 1224-1234
    • Grabowski, W.1    Morrison, H.2
  • 13
    • 0035657642 scopus 로고    scopus 로고
    • On the potential influence of ice nuclei on surface-forced marine stratocumulus cloud dynamics
    • Harrington, J. Y., and P. Q. Olsson, 2001: On the potential influence of ice nuclei on surface-forced marine stratocumulus cloud dynamics. J. Geophys. Res., 106 (D21), 27 473-27 484.
    • (2001) J. Geophys. Res. , vol.106 , Issue.D21 , pp. 27473-27484
    • Harrington, J.Y.1    Olsson, P.Q.2
  • 14
    • 0029433378 scopus 로고
    • Parameterization of ice crystal conversion processes due to vapor deposition for mesoscale models using double-moment basis functions. Part I: Basic formulation and parcel model results
    • Harrington, J. Y., M. P. Meyers, R. L. Walko, and W. R. Cotton, 1995: Parameterization of ice crystal conversion processes due to vapor deposition for mesoscale models using double-moment basis functions. Part I: Basic formulation and parcel model results. J. Atmos. Sci., 52, 4344-4366.
    • (1995) J. Atmos. Sci. , vol.52 , pp. 4344-4366
    • Harrington, J.Y.1    Meyers, M.P.2    Walko, R.L.3    Cotton, W.R.4
  • 15
    • 0033387415 scopus 로고    scopus 로고
    • Cloudresolving simulations of Arctic stratus. Part II: Transitionseason clouds
    • Harrington, J. Y., T. Reisin, W. R. Cotton, and S. M. Kreidenweis, 1999: Cloudresolving simulations of Arctic stratus. Part II: Transitionseason clouds. Atmos. Res., 51, 45-75.
    • (1999) Atmos. Res. , vol.51 , pp. 45-75
    • Harrington, J.Y.1    Reisin, T.2    Cotton, W.R.3    Kreidenweis, S.M.4
  • 16
    • 84874987236 scopus 로고    scopus 로고
    • A method for adaptive habit prediction in bulk microphysical models. Part I: Theoretical development
    • Harrington, J. Y., K. Sulia, and H. Morrison, 2013a: A method for adaptive habit prediction in bulk microphysical models. Part I: Theoretical development. J. Atmos. Sci., 70, 349-364.
    • (2013) J. Atmos. Sci. , vol.70 , pp. 349-364
    • Harrington, J.Y.1    Sulia, K.2    Morrison, H.3
  • 17
    • 84874985561 scopus 로고    scopus 로고
    • A method for adaptive habit prediction in bulk microphysical models. Part II: Parcel model corroboration
    • Harrington, J. Y., K. Sulia, and H. Morrison, 2013b: A method for adaptive habit prediction in bulk microphysical models. Part II: Parcel model corroboration. J. Atmos. Sci., 70, 365-376.
    • (2013) J. Atmos. Sci. , vol.70 , pp. 365-376
    • Harrington, J.Y.1    Sulia, K.2    Morrison, H.3
  • 18
    • 0015037088 scopus 로고
    • Numerical modeling of ice deposition
    • Koenig, L., 1971: Numerical modeling of ice deposition. J. Atmos. Sci., 28, 226-237.
    • (1971) J. Atmos. Sci. , vol.28 , pp. 226-237
    • Koenig, L.1
  • 19
    • 34948897534 scopus 로고    scopus 로고
    • Limitations of the Wegener-Bergeron- Findeisen mechanism in the evolution of mixed-phase clouds
    • Korolev, A., 2007: Limitations of the Wegener-Bergeron- Findeisen mechanism in the evolution of mixed-phase clouds. J. Atmos. Sci., 64, 3372-3375.
    • (2007) J. Atmos. Sci. , vol.64 , pp. 3372-3375
    • Korolev, A.1
  • 20
    • 0037281650 scopus 로고    scopus 로고
    • Phase transformation of mixed-phase clouds
    • Korolev, A., and G. Isaac, 2003: Phase transformation of mixed-phase clouds. Quart. J. Roy. Meteor. Soc., 129, 19-38.
    • (2003) Quart. J. Roy. Meteor. Soc. , vol.129 , pp. 19-38
    • Korolev, A.1    Isaac, G.2
  • 21
    • 38849205432 scopus 로고    scopus 로고
    • The effect of dynamics on mixed-phase clouds: Theoretical considerations
    • Korolev, A., and P. Field, 2008: The effect of dynamics on mixed-phase clouds: Theoretical considerations. J. Atmos. Sci., 65, 66-86.
    • (2008) J. Atmos. Sci. , vol.65 , pp. 66-86
    • Korolev, A.1    Field, P.2
  • 23
    • 33847360098 scopus 로고    scopus 로고
    • An analytic longwave radiation formula for liquid layer clouds
    • Larson, V., K. Kotenberg, and N. Wood, 2007: An analytic longwave radiation formula for liquid layer clouds. Mon. Wea. Rev., 135, 689-699.
    • (2007) Mon. Wea. Rev. , vol.135 , pp. 689-699
    • Larson, V.1    Kotenberg, K.2    Wood, N.3
  • 24
    • 0037212332 scopus 로고    scopus 로고
    • Growth rates of principle facets of ice between 2108C and 2408C
    • Libbrecht, K., 2003: Growth rates of principle facets of ice between 2108C and 2408C. J. Cryst. Growth, 247, 530-540.
    • (2003) J. Cryst. Growth , vol.247 , pp. 530-540
    • Libbrecht, K.1
  • 25
    • 79955034077 scopus 로고    scopus 로고
    • Parameterization of riming intensity and its impact on ice fall speed using ARM data
    • Lin, Y., L. Donner, and B. A. Collie, 2011: Parameterization of riming intensity and its impact on ice fall speed using ARM data. Mon. Wea. Rev., 139, 1036-1047.
    • (2011) Mon. Wea. Rev. , vol.139 , pp. 1036-1047
    • Lin, Y.1    Donner, L.2    Collie, B.A.3
  • 26
    • 0345629884 scopus 로고
    • A theory of snow-crystal habit and growth
    • Marshall, J., and M. P. Langleben, 1954: A theory of snow-crystal habit and growth. J. Meteor., 11, 104-120.
    • (1954) J. Meteor. , vol.11 , pp. 104-120
    • Marshall, J.1    Langleben, M.P.2
  • 27
    • 0027038878 scopus 로고
    • New primary ice nucleation parameterizations in an explicit cloud model
    • Meyers, M., P. DeMott, and W. Cotton, 1992: New primary ice nucleation parameterizations in an explicit cloud model. J. Appl. Meteor., 31, 708-721.
    • (1992) J. Appl. Meteor. , vol.31 , pp. 708-721
    • Meyers, M.1    DeMott, P.2    Cotton, W.3
  • 28
    • 0030431092 scopus 로고    scopus 로고
    • Use of mass- and area-dimensional power laws for determining precipitation particle terminal velocities
    • Mitchell, D., 1996: Use of mass- and area-dimensional power laws for determining precipitation particle terminal velocities. J. Atmos. Sci., 53, 1710-1723.
    • (1996) J. Atmos. Sci. , vol.53 , pp. 1710-1723
    • Mitchell, D.1
  • 29
    • 0034318974 scopus 로고    scopus 로고
    • Entrainment rate, cloud fraction, and liquid water path of PBL stratocumulus cloud
    • Moeng, C.-H., 2000: Entrainment rate, cloud fraction, and liquid water path of PBL stratocumulus cloud. J. Atmos. Sci., 57, 3627-3643.
    • (2000) J. Atmos. Sci. , vol.57 , pp. 3627-3643
    • Moeng, C.-H.1
  • 30
    • 45849147390 scopus 로고    scopus 로고
    • A novel approach for representing ice microphysics in models: Description and tests using a kinematic framework
    • Morrison, H., and W. W. Grabowski, 2008a: A novel approach for representing ice microphysics in models: Description and tests using a kinematic framework. J. Atmos. Sci., 65, 1337-1360.
    • (2008) J. Atmos. Sci. , vol.65 , pp. 1337-1360
    • Morrison, H.1    Grabowski, W.W.2
  • 31
    • 43149099472 scopus 로고    scopus 로고
    • Modeling supersaturation and subgrid-scale mixing with two-moment bulk warm microphysics
    • Morrison, H., and W. W. Grabowski, 2008b: Modeling supersaturation and subgrid-scale mixing with two-moment bulk warm microphysics. J. Atmos. Sci., 65, 792-812.
    • (2008) J. Atmos. Sci. , vol.65 , pp. 792-812
    • Morrison, H.1    Grabowski, W.W.2
  • 32
    • 84902594937 scopus 로고    scopus 로고
    • Intercomparison of cloud model simulations of arctic mixed-phase boundary layer clouds observed during SHEBA/FIRE-ACE
    • Coauthors, doi:10.1029/2011MS000066
    • Morrison, H., and Coauthors, 2011: Intercomparison of cloud model simulations of arctic mixed-phase boundary layer clouds observed during SHEBA/FIRE-ACE. J. Adv. Model. Earth Syst., 3, M06003, doi:10.1029/2011MS000066.
    • (2011) J. Adv. Model. Earth Syst. , vol.3
    • Morrison, H.1
  • 34
    • 0014810864 scopus 로고
    • Growth mode of ice crystals in natural clouds
    • Ono, A., 1970: Growth mode of ice crystals in natural clouds. J. Atmos. Sci., 27, 649-658.
    • (1970) J. Atmos. Sci. , vol.27 , pp. 649-658
    • Ono, A.1
  • 35
    • 80053084588 scopus 로고    scopus 로고
    • Effects of ice number concentration on dynamics of a shallow mixed-phase stratiform cloud
    • doi:10.1029/2011JD015888
    • Ovchinnikov, M., A. Korolev, and J. Fan, 2011: Effects of ice number concentration on dynamics of a shallow mixed-phase stratiform cloud. J. Geophys. Res., 116, D00T06, doi:10.1029/2011JD015888.
    • (2011) J. Geophys. Res. , vol.116
    • Ovchinnikov, M.1    Korolev, A.2    Fan, J.3
  • 37
    • 0031659521 scopus 로고    scopus 로고
    • Explicit forecasting of supercooled liquid water in winter storms using the MM5 mesoscale model
    • Reisner, J., R. Rasmussen, andR. Bruintjes, 1998: Explicit forecasting of supercooled liquid water in winter storms using the MM5 mesoscale model. Quart. J. Roy. Meteor. Soc., 124, 1071-1107.
    • (1998) Quart. J. Roy. Meteor. Soc. , vol.124 , pp. 1071-1107
    • Reisner, J.1    Rasmussen, R.2    Bruintjes, R.3
  • 38
    • 0016953039 scopus 로고
    • The growth rates and densities of ice crystals between 238C and 2218C
    • Ryan, B., E. Wishart, and D. Shaw, 1976: The growth rates and densities of ice crystals between 238C and 2218C. J. Atmos. Sci., 33, 842-850.
    • (1976) J. Atmos. Sci. , vol.33 , pp. 842-850
    • Ryan, B.1    Wishart, E.2    Shaw, D.3
  • 40
    • 84871629248 scopus 로고    scopus 로고
    • Diagnosis of systematic differences between multiple parameterizations of warm rain microphysics using a kinematic framework
    • doi:10.1002/QJ.1913
    • Shipway, B. J., and A. A. Hill, 2012: Diagnosis of systematic differences between multiple parameterizations of warm rain microphysics using a kinematic framework. Quart. J. Roy. Meteor. Soc., 138, 2196-2211, doi:10.1002/QJ.1913.
    • (2012) Quart. J. Roy. Meteor. Soc. , vol.138 , pp. 2196-2211
    • Shipway, B.J.1    Hill, A.A.2
  • 41
    • 33645104305 scopus 로고    scopus 로고
    • Arctic mixed-phase cloud properties derived from surface-based sensors at SHEBA
    • Shupe, M., S. Y. Matrosov, and T. Uttal, 2006: Arctic mixed-phase cloud properties derived from surface-based sensors at SHEBA. J. Atmos. Sci., 63, 697-711.
    • (2006) J. Atmos. Sci. , vol.63 , pp. 697-711
    • Shupe, M.1    Matrosov, S.Y.2    Uttal, T.3
  • 42
    • 45749110733 scopus 로고    scopus 로고
    • Vertical motions in Arctic mixed-phase stratiform clouds
    • Shupe, M., P. Kollias, P. Persson, and G. McFarquhar, 2008: Vertical motions in Arctic mixed-phase stratiform clouds. J. Atmos. Sci., 65, 1304-1322.
    • (2008) J. Atmos. Sci. , vol.65 , pp. 1304-1322
    • Shupe, M.1    Kollias, P.2    Persson, P.3    McFarquhar, G.4
  • 43
    • 0001097416 scopus 로고
    • A fully multidimensional positive definite advection transport algorithm with small implicit diffusion
    • Smolarkiewicz, P., 1984: A fully multidimensional positive definite advection transport algorithm with small implicit diffusion. J. Comput. Phys., 54, 325-362.
    • (1984) J. Comput. Phys. , vol.54 , pp. 325-362
    • Smolarkiewicz, P.1
  • 44
    • 0000037511 scopus 로고
    • The multidimensional positive definite advection transport algorithm: Non oscillatory option
    • Smolarkiewicz, P., and W. Grabowski, 1990: The multidimensional positive definite advection transport algorithm: Non oscillatory option. J. Comput. Phys., 86, 335-375.
    • (1990) J. Comput. Phys. , vol.86 , pp. 335-375
    • Smolarkiewicz, P.1    Grabowski, W.2
  • 45
    • 80053924066 scopus 로고    scopus 로고
    • Moisture and dynamical interactions maintaining decoupled Arctic mixed-phase stratocumulus in the presence of a humidity inversion
    • doi:10.5194/acp-11-10127-2011
    • Solomon, A., M. Shupe, P. O. G. Persson, and H. Morrison, 2011: Moisture and dynamical interactions maintaining decoupled Arctic mixed-phase stratocumulus in the presence of a humidity inversion. Atmos. Chem. Phys., 11, 10 127-10 148, doi:10.5194/acp-11-10127-2011.
    • (2011) Atmos. Chem. Phys. , vol.11 , pp. 10127-10148
    • Solomon, A.1    Shupe, M.2    Persson, P.O.G.3    Morrison, H.4
  • 46
    • 0000960190 scopus 로고    scopus 로고
    • Spurious production of cloud-edge superstations by Eulerian models
    • Stevens, B., R. Walko, W. Cotton, and G. Feingold, 1996: Spurious production of cloud-edge superstations by Eulerian models. Mon. Wea. Rev., 124, 1034-1041.
    • (1996) Mon. Wea. Rev. , vol.124 , pp. 1034-1041
    • Stevens, B.1    Walko, R.2    Cotton, W.3    Feingold, G.4
  • 47
    • 81255211669 scopus 로고    scopus 로고
    • Ice aspect ratio influences on mixed-phase clouds: Impacts on phase partitioning in parcel models
    • doi:10.1029/2011JD016298
    • Sulia, K., and J. Harrington, 2011: Ice aspect ratio influences on mixed-phase clouds: Impacts on phase partitioning in parcel models. J. Geophys. Res., 116, D21309, doi:10.1029/2011JD016298.
    • (2011) J. Geophys. Res. , vol.116
    • Sulia, K.1    Harrington, J.2
  • 48
    • 0032029740 scopus 로고    scopus 로고
    • Simple two-dimensional kinematic framework designed to test warm rain microphysical models
    • Szumowski, M. J., W. W. Grabowski, and H. T. Ochs, 1998: Simple two-dimensional kinematic framework designed to test warm rain microphysical models. Atmos. Res., 45, 299-326.
    • (1998) Atmos. Res. , vol.45 , pp. 299-326
    • Szumowski, M.J.1    Grabowski, W.W.2    Ochs, H.T.3
  • 49
    • 46749105418 scopus 로고    scopus 로고
    • Explicit forecasts of winter precipitation using an improved bulk microphysics scheme. Part II: Implementation of a new snow parameterization
    • Thompson, G., P. Field, R. Rasmussen, and W. Hall, 2008: Explicit forecasts of winter precipitation using an improved bulk microphysics scheme. Part II: Implementation of a new snow parameterization. Mon. Wea. Rev., 136, 5095-5115.
    • (2008) Mon. Wea. Rev. , vol.136 , pp. 5095-5115
    • Thompson, G.1    Field, P.2    Rasmussen, R.3    Hall, W.4
  • 50
    • 0029414242 scopus 로고
    • New RAMS cloudmicrophysics parameterization. Part I: The singlemoment scheme
    • Walko, R., W. Cotton, M. Meyers, and J. Harrington, 1995: New RAMS cloudmicrophysics parameterization. Part I: The singlemoment scheme. Atmos. Res., 38, 29-62.
    • (1995) Atmos. Res. , vol.38 , pp. 29-62
    • Walko, R.1    Cotton, W.2    Meyers, M.3    Harrington, J.4
  • 51
    • 70350303196 scopus 로고    scopus 로고
    • Evaluation of scalar advection schemes in the Adanced Research WRF model using large-eddy simulations of aerosol-cloud interactions
    • Wang, H., W. Skamarock, and G. Feingold, 2009: Evaluation of scalar advection schemes in the Adanced Research WRF model using large-eddy simulations of aerosol-cloud interactions. Mon. Wea. Rev., 137, 2547-2558.
    • (2009) Mon. Wea. Rev. , vol.137 , pp. 2547-2558
    • Wang, H.1    Skamarock, W.2    Feingold, G.3
  • 52
    • 81555209856 scopus 로고    scopus 로고
    • Ice crystals growing from vapor in supercooled clouds between 22.58C and 2228C: Treating current parameterization methods using laboratory data
    • Westbrook, C., and A. Heymsfield, 2011: Ice crystals growing from vapor in supercooled clouds between 22.58C and 2228C: Treating current parameterization methods using laboratory data. J. Atmos. Sci., 68, 2416-2429.
    • (2011) J. Atmos. Sci. , vol.68 , pp. 2416-2429
    • Westbrook, C.1    Heymsfield, A.2
  • 53
    • 37348998885 scopus 로고    scopus 로고
    • The IMPROVE-1 storm of 1-2 February 2001. Part III: Sensitivity of a mesoscale model simulation to the representation of snow particle types and testing of a bulk microphysical scheme with snow habit prediction
    • Woods, C., M. Stoelinga, and J. Locatelli, 2007: The IMPROVE-1 storm of 1-2 February 2001. Part III: Sensitivity of a mesoscale model simulation to the representation of snow particle types and testing of a bulk microphysical scheme with snow habit prediction. J. Atmos. Sci., 64, 3927-3948.
    • (2007) J. Atmos. Sci. , vol.64 , pp. 3927-3948
    • Woods, C.1    Stoelinga, M.2    Locatelli, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.