1 use and abuse of mm5 chris davis ncar (mmm/rap) acknowledgements: fei chen, kevin manning, simon...

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1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented at COMAP Symposium 99-1 Thursday, 20 May 1999

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Page 1: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

1

Use and Abuse of MM5

Chris Davis

NCAR (MMM/RAP)

Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam,

Jimy Dudhia, Jim Bresch, Wei Wang

Presented at COMAP Symposium 99-1Thursday, 20 May 1999

Page 2: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

2

The MM5 modeling system flow chart*

*from MM5 tutorial

Page 3: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Schematic representation of the vertical structure of the model. The example is for 15 layers. Dashed land solid lines denote half- and full-sigma levels, respectively.*

*from MM5 tutorial

Page 4: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

4

Example of a nesting configuration. The shading shows three different levels of nesting.*

*from MM5 tutorial

Page 5: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Physics Options in MM5

Cumulus ParameterizationsNone

Anthes-Kuo

Grell

Arakawa-Schubert

Fritsch-Chappel

Kain-Fritsch

Betts-Miller

Shallow Cumulus

Page 6: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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PBL Schemes

• None• Bulk PBL• High-resolution Blackadar PBL• Burk-Thompson PBL• MRF PBL

Page 7: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Explicit Moisture Schemes

• Dry• Stable Precip• Warm Rain• Simple Ice (Dudhia)• Mixed-Phase (Reisner)• Goddard microphysics• Reisner graupel

Page 8: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Radiation Schemes

• None• Simple cooling• Suface radiation• Cloud-radiation scheme• CCM2 radiation scheme

Page 9: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Ground Temperature Schemes

• None• Force/restore (Blackadar) scheme

Page 10: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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PBL and

SURFACELAYER

Page 11: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Diurnal cycle: Comparison of 2-meter temperature for MM5 with Slab surface model, MM5 with new Land Surface Model (LSM), and observations from FIFE.

Page 12: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Diurnal cycle: Comparison of various surface quantities for MM5 with Slab surface model, MM5 with new Land Surface Model (LSM), and observations from FIFE.

Incoming Solar Latent Heat Flux

Surface Radiation Sensible Heat Flux

Page 13: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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q (g/kg)

Mixing ratio at lowest model level compared to FIFE observations.

Page 14: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

14Profiles of potential temperature at selected times: comparison of MM5 with FIFE

observations.

1200 Z 1530 Z

1830 Z 2330 Z

Page 15: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Comparison of MM5 forecasts with RAOB data over the western U.S. from WISP’94.

Page 16: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Comparison of MM5 forecasts with RAOB data over the CONUS from WISP’94.

Page 17: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Distribution of the Scottish haar

NOAA-8 1448 GMT 27 APRIL 1984

NOAA-7 0836 GMT 27 APRIL 1984

Page 18: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

18MM5 forecasts of the Scottish haar.

0800 UTC 1600 UTC

Page 19: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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COMPLEXTERRAIN

Page 20: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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4-domain configuration of MM5 for simulations over complex terrain of western Utah. Timeline of forecast cycle shown at bottom.

Page 21: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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10-hour MM5 forecast on Domain 3 (3.3 km) of near-surface winds and potential temperature valid 2200 UTC 9 September, 1997.

Page 22: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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4-hour MM5 forecast on Domain 4 (1.1 km) of near-surface winds and potential temperature valid 2200 UTC 9 September 1997.

Page 23: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Analysis of surface streamlines from Utah mesonet data on Domain 4 (1.1 km) for 0000 UTC 10 September 1997.

Page 24: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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• Mean absolute errors for 24-hour lagged persistence forecasts of surface meridional wind component.

• Mean absolute errors for MM5 forecasts of surface meridional wind component.

• Difference between persistence and MM5 forecasts. Blue bar indicates differences that are statistically significant at >95% confidence level.

Page 25: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Time-averaged MM5 24-hour forecasts and observations of surface temperature ( C) and wind (long barb = 1 m/s) valid at 1200 UTC for November-December 1997.

Page 26: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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CONVECTION

Page 27: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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HURRICANE OPAL

Page 28: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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48-hour MM5 prediction of Hurricane Opal valid 1200 UTC 4 October 1995: left is Betts-Miller cumulus scheme, right is Kain-Fritsch scheme.

Page 29: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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48-hour MM5 prediction of Hurricane Opal valid 1200 UTC 4 October 1995: left is Betts-Miller cumulus scheme, right is

Kain-Fritsch scheme.

Page 30: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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72-hour MM5 prediction of Hurricane Opal valid 1200 UTC 4 October 1995 using Betts-Miller scheme with continuous data assimilation supplying boundary conditions.

Page 31: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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THE 1997 FORT COLLINS

FLASH FLOOD

Page 32: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Page 33: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Real-time MM5 9-km forecast of accumulated precipitation between 0000 UTC and 0600 UTC 29 July 1997.

Page 34: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Retrospective MM5 9-km simulation of accumulated precipitation between 0000 UTC and 0600 UTC 29 July 1997.

Page 35: 1 Use and Abuse of MM5 Chris Davis NCAR (MMM/RAP) Acknowledgements: Fei Chen, Kevin Manning, Simon Low-Nam, Jimy Dudhia, Jim Bresch, Wei Wang Presented

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Retrospective MM5 3-km simulation of accumulated precipitation between 0000 UTC and 0600 UTC 29 July 1997.