WRF Version 2: Physics Update Jimy Dudhia NCAR/MMM.
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Transcript of WRF Version 2: Physics Update Jimy Dudhia NCAR/MMM.
![Page 1: WRF Version 2: Physics Update Jimy Dudhia NCAR/MMM.](https://reader035.fdocuments.in/reader035/viewer/2022062806/5697bf9c1a28abf838c93682/html5/thumbnails/1.jpg)
WRF Version 2: Physics Update
Jimy Dudhia
NCAR/MMM
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WRF Physics
• Diffusion
• Radiation (longwave and shortwave)
• Surface (surface layer and land-surface)
• Planetary Boundary Layer
• Cumulus Parameterization
• Microphysics
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New Options in Version 2
• Grell-Devenyi Ensemble Cumulus Scheme
• WRF Single-Moment Microphysics (3, 5, 6-class options)
• Noah Land Surface Model
• RUC Land Surface Model
• Yonsei University Planetary Boundary Layer Scheme
![Page 4: WRF Version 2: Physics Update Jimy Dudhia NCAR/MMM.](https://reader035.fdocuments.in/reader035/viewer/2022062806/5697bf9c1a28abf838c93682/html5/thumbnails/4.jpg)
Grell-Devenyi Ensemble Cumulus Parameterization
Developers: Georg Grell, Dezso Devenyi (NOAA/FSL)
• Typically 144 ensemble members calculated per grid column (still efficient)
• Members differ in– Closure (CAPE, dCAPE/dt, moisture conv, etc)– Trigger (maximum cap stength)– Precipitation efficiency– Other parameters (updraft assumptions, etc.) may be
varied
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Grell-Devenyi Ensemble Cumulus Parameterization
• Currently feedback (precip, heating, moistening profiles) is just ensemble average with equal weights
• Statistical methods can be used to train weights regionally and/or diurnally
• Scheme is potentially more optimizable than individual schemes
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1 member 144 members
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WRF Single-Moment Microphysics
Developers: Song-You Hong, Jimy Dudhia, Shuhua Chen, Jeong-Ock Lim
3 schemes
• 3-class (cloud/ice, snow/rain, vapor)
• 5-class (cloud, ice, snow, rain, vapor)
• 6-class (cloud, ice, snow, rain, graupel, vapor)
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Bulk parameterization Simple ice (Dudhia, 1989), WSM3: 3 arrays of moisture
, ,v ci rsq q q
Mixed phase (Reisner et al.,1998), WSM5
: 5 arrays of moisture
, , , ,v c i r sq q q q q
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WRF Single-Moment Microphysics
• WSM3 and WSM5 based on Dudhia (1989) and MM5 Reisner ‘1’ schemes
• WSM6 adds graupel, modified from Lin et al.
• Schemes are distinguished from older schemes mostly by ice crystal size/number assumptions
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M a j o r m o d i f i c a t i o n s s u g g e s t e d b y H o n g e t a l . ( 2 0 0 4 )
( R u t l e d g e a n d H o b b s , 1 9 8 3 ) ( H o n g e t a l , 2 0 0 4 )
N u m b e r
c o n c e n t r a t i o n o f
c l o u d i c e
3 20( ) 1 0 e x p [ 0 . 6 ( ) ]IN m T T ( ) d
I IN c q
I c e n u c l e i
n u m b e r 3 2
0( ) 1 0 e x p [ 0 . 6 ( ) ]IN m T T 30 01 0 e x p [ 0 . 1 ( ) ]IN T T
I n t e r c e p t
p a r a m e t e r f o r
s n o w SN 0 = 7102 4m 4 6
0 0( ) 2 1 0 e x p { 0 . 1 2 ( ) }SN m T T
old new
23 –25 June 1997
Heavy Rainfall Case
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Ice crystal property
(Mass, Diameter, Mixing ratio, Ice number)
1 0 . 1 6( ) 3 . 2 9 ( )I IV m s q : H e y m s f i e l d a n d D o n n e r ( 1 9 9 0 ) ( H D 1 9 9 0 )
,yIV x D m D : H e y m s f i e l d a n d I a q u i n t a ( 2 0 0 0 ) ( H I 2 0 0 0 )
ii qmN
( ) di iN c q
1 4 1.31
0.5
3 7 0.75
1.333 11
( ) 1.49 10 ,
( ) 11.9
( ) 5.38 10 ( )
( ) 4.92 10
I
I i
I I
V ms D
D m m
N m q
q kgm N
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Development of WSM6
• Riming and graupel processes• Accounts for relative fall speeds in
accretion (idea from M. Gilmore)• Incorporates melting into fall sub-steps• Calculation order: sensitivity to timestep
length minimized• Comparison with Lin, Farley and Orville
(LFO)
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Kessler
WSM3
WSM5WSM5 WSM6
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Development of WSM6
WSM6 LFO
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Real-Data case
• 10-11 November 2002 tornado outbreak
• East-central US
• 4 km cloud-resolving simulation
• 12 hour forecast
• Simulated reflectivity from– WSM6– Lin et al (LFO)
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00Z 11 Nov 2002 Reflectivity
Radar WSM6
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00Z 11 Nov 2002 Reflectivity
WSM6 LFO
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Noah Land Surface Model
Developers: Fei Chen (NCAR/RAP), Ken Mitchell (NCEP), Mike Ek (NCEP), Mukul Tewari (RAP), and others
• New unified version of Oregon State University (MM5) scheme and NCEP’s Eta/LDAS scheme
• Snow-cover fraction• Frozen soil physics• Other changes, including emissivity and urban
effects
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RUC Land Surface Model
Developers: Tanya Smirnova (NOAA/FSL)
• Operational version from RUC
• 6 sub-soil layers
• Multi-layer snow model
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Yonsei University (YSU) Planetary Boundary Layer
Developers: Song-You Hong and Yign Noh (YSU)
• Successor to MRF PBL (Hong and Pan)
• Explicit treatment of entrainment layer
• Based on Large-Eddy Model results
• PBL height is lower because it excludes upper part of entrainment layer
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1
1
2
2
3
3
4
4
5
gv
hh
h
av
kZ
kT
kT
1kT
1kT
^
1 1,k kZ k
MRFPBL (Troen and Mahrt) represents the entrainment implicitlyYSUPBL (Hong and Noh) represents the entrainment explicitly
h RibU h
g hcrva
v s
( )
( ( ) )
2
fluxBuoyancy profile
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TM Model New Model
heat flux profile
i) z < h
''w =
hh zK
hw
wb
sh
0
00
''
ii) z > h
not defined
- h is above the height of the
minimum
heat flux here
i) z < h
''w =3
''
h
zw
zK hhh
hhw
wb
sh )2/(
'' 0
ii) z > h
zKw h
2
2
exp
hz
z
wK
h
hh
bwh m /05.002.0 2
* ,/'' 3 hAww mh )5( 3*
3*
3 uwwm - h is the height of minimum heat flux
Noh et al. (2002,BLM)
Troen and Mahrt (1986, BLM)
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Cold front (10-11 Nov 2002)
• 4 km grid (cloud-resolving)
• YSU PBL compared to MRF PBL
• Showing how different pre-frontal soundings affect frontal convection
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21Z 10 Nov 2002 CAPE
X X
MRF YSU
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21Z 10 Nov 2002 SoundingMRF YSU
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00Z 11 Nov 2002 Reflectivity
MRF YSU
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00Z 11 Nov 2002 Reflectivity
Radar YSU
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SummaryNew Options in Version 2
• Grell-Devenyi Ensemble Cumulus Scheme
• WRF Single-Moment Microphysics (3, 5, 6-class options)
• Noah Land Surface Model
• RUC Land Surface Model
• Yonsei University Planetary Boundary Layer Scheme