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National Centers for Environmental Prediction. Spring 2010 - COPC Meeting. Silver Spring, MD May 4, 2010. “Where America’s Climate, Weather and Ocean Services Begin”. Louis W. Uccellini NCEP Director. Overview. Define NCEP Model Production Suite -- Forces for Change - PowerPoint PPT Presentation
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National Centers forEnvironmental Prediction
“Where America’s Climate, Weather and Ocean Services Begin”
Spring 2010 - COPC Meeting
Louis W. UccelliniNCEP Director
Silver Spring, MDMay 4, 2010
2
Overview
Define NCEP
Model Production Suite -- Forces for Change
-- Example of Multimodel Ensemble for Global Predictions
Continued Interactions with DoD -- Navy Contributions to NAEFS
-- AF Backup; Model Utilization
FY10-11 Model Update
Building Update
Summary
3
Organization: Central component of NOAA National Weather Service
NCEP Mission and Vision
Vision: The Nation’s trusted source, first alert and preferred partner for environmental prediction services
Mission: NCEP delivers science-based environmental predictions to the nation and the global community. We collaborate with partners and customers to produce reliable, timely, and accurate analyses, guidance, forecasts and warnings for the protection of life and property and the enhancement of the national economy.
Space Weather Prediction Center NCEP Central Operation
Climate Prediction Center Environmental Modeling Center Hydromet Prediction Center Ocean Prediction Center
Tropical Prediction Center Storm Prediction Center
Aviation Weather Center
4
• EMC WRF Developmental Test Center, NASA/ NOAA/DoD Joint Center for Satellite Data Assimilation
• CPC Climate Test Bed • TPC Joint Hurricane Test Bed• HPC Hydrometeorological Test Bed• SPC Hazardous Weather Test Bed with NSSL• SWPC Space Weather Prediction Test Bed with AFWA• AWC Aviation Weather Test Bed• OPC linked with EMC’s Marine Modeling and
Analysis Branch
Test BedsService – Science Linkage with the Outside Community
5
6
NCEP: “From the Sun to the Sea”
- Model Development, Implementation and Applications for Global and Regional Weather, Climate, Oceans and now Space Weather
- International Partnerships in Ensemble Forecasts
- Data Assimilation including the Joint Center for Satellite Data Assimilation
- Super Computer, Workstation and Network Operations
• Solar Monitoring, Warnings and Forecasts• Climate Forecasts: Weekly to Seasonal to Inter-annual• El Nino – La Nina Forecast• Weather Forecasts to Day 7• Hurricanes, Severe Weather, Snowstorms, Fire Weather• Aviation Forecasts and Warnings• Offshore and High Seas Forecasts and Warnings
7
Climate/WeatherLinkage
Forecast Forecast UncertaintyUncertaintyForecast Forecast UncertaintyUncertainty
MinutesMinutes
HoursHours
DaysDays
1 Week1 Week
2 Week2 Week
MonthsMonths
SeasonsSeasons
YearsYears
NWS Seamless Suite of ForecastProducts Spanning Climate and Weather
North American Ensemble Forecast System
Climate Forecast System
Fo
reca
st
Lea
d T
ime
Fo
reca
st
Lea
d T
ime
Warnings & Alert Warnings & Alert CoordinationCoordination
WatchesWatches
ForecastsForecasts
Threats Assessments
GuidanceGuidance
OutlookOutlook
Benefits
Short-Range Ensemble Forecast Ocean Model
Hurricane Models*
Global Forecast System
North American Mesoscale Model
Rapid Update Cycle for AviationDispersion Models for DHS
-GFDL -WRF
NCEP Model Perspective
Ma
ritim
eM
arit
ime
Ma
ritim
eM
arit
ime
Life
& P
rop
ert
yL
ife &
Pro
pe
rty
Life
& P
rop
ert
yL
ife &
Pro
pe
rty
Sp
ace
Op
era
tion
sS
pa
ce O
pe
ratio
ns
Sp
ace
Op
era
tion
sS
pa
ce O
pe
ratio
ns
Re
cre
atio
nR
ecr
ea
tion
Re
cre
atio
nR
ecr
ea
tion
Eco
syst
em
Eco
syst
em
Eco
syst
em
Eco
syst
em
En
viro
nm
en
tE
nvi
ron
me
nt
En
viro
nm
en
tE
nvi
ron
me
nt
Em
erg
en
cy M
gm
t E
me
rge
ncy
Mg
mt
Em
erg
en
cy M
gm
t E
me
rge
ncy
Mg
mt
Ag
ricu
lture
Ag
ricu
lture
Ag
ricu
lture
Ag
ricu
lture
Re
serv
oir
Co
ntr
ol
Re
serv
oir
Co
ntr
ol
Re
serv
oir
Co
ntr
ol
Re
serv
oir
Co
ntr
ol
En
erg
y P
lan
nin
gE
ne
rgy
Pla
nn
ing
En
erg
y P
lan
nin
gE
ne
rgy
Pla
nn
ing
Co
mm
erc
eC
om
me
rce
Co
mm
erc
eC
om
me
rce
Hyd
rop
ow
er
Hyd
rop
ow
er
Hyd
rop
ow
er
Hyd
rop
ow
er
Fire
We
ath
er
Fire
We
ath
er
Fire
We
ath
er
Fire
We
ath
er
He
alth
He
alth
He
alth
He
alth
Avi
atio
nA
via
tion
Avi
atio
nA
via
tion
Severe Weather Mesoscale Runs*
* Potential ensemble candidates
8
Air Quality
WRF NMM/ARWWorkstation WRF
WRF: ARW, NMM ETA, RSM GFS, Canadian Global Model
Satellites99.9%
Regional NAM WRF NMM
North American Ensemble Forecast System
Hurricane GFDLHWRF
GlobalForecastSystem
Dispersion
ARL/HYSPLIT
Forecast
Severe Weather
Rapid Updatefor Aviation
ClimateCFS
1.7B Obs/Day
Short-Range Ensemble Forecast
NOAA Model Production Suite
MOM3
NOAH Land Surface Model
Coupled
Global DataAssimilation
OceansRTOFS/HYCOM
WaveWatch III
NAM/CMAQ
0
10
20
30
40
50
60
70
JUL JANJUL JANJUL JANJUL JANJULJANJUL JANJUL JANJUL JANJUL JAN
Nu
mb
er
of
Hits
(M
illio
ns)
2001 2002 2003 2004 2005 2006 2007 2008 2009
Computing Capability
• Transition to IBM Power 6 complete– Declared operational
August 12, 2009– 69.7 trillion calculations/sec– Factor of 4 increase over the
IBM Power5 – 4,992 processors– 20 terabytes of memory – 330 terabytes of disk space– 1.7 billion observations/day– 27.8 Million model fields/day
• Primary: Gaithersburg, MD• Backup: Fairmont, WV
– Guaranteed switchover in 15 minutes
• Models made available to all NWS forecasters, media, private sector, public
Web Access to NCEP Models by Month
http://www.nco.ncep.noaa.gov/pmb/nwprod/analysis/
10
11
NHC Atlantic 72 hr Track Forecast Errors
Advances RelatedTo USWRP
Major Upgrades in Global andHurricane Numerical models
2003-2009trend line
12
13
• Increasing emphasis on multi-model ensemble approaches that build on the NCEP model suite – SREF– NAEFS– Climate Forecast System
• Entering the NPOESS era– More rapid access to hyperspectral data– GPS soundings– Higher resolution surface radiance data
• All models run within ESMF– Models run concurrently – Hybrid vertical coordinate– Coupled– Spanning all scales
• Operational Earth System model – more explicit hydro, climate and ecosystems
applications• NUOPC
– Incorporating FNMOC ensembles into NAEFS as initial capability for NUOPC (FNMOC/TOC/EMC/NCO)
14
Forces for Change
Model Region 1
Model Region 2
Global/Regional Model Domain
ESMF-based System
15
Multi Model Ensemble: Opportunity to Interact with the Navy through North American Ensemble
Forecast System (NAEFS)
• Collaboration between NCEP, Meteorological Service of Canada (MSC), FNMOC and Mexico Weather Service– Elements:
• Demonstrate value of Multi-Model Ensemble (MME) • Engage in collaborative software development, focused on postprocessing products
from an arbitrary number of forecast systems• Establish operational data transfer• Application to operational products with shared software• Continue to monitor value-added with MME strategy
• Global ensemble products– NCEP Global Ensemble Forecast System (GEFS)
• operational in NAEFS• 20 members -16 days
– CMC• operational in NAEFS• 20 members - 16 days
– FNMOC• experimental in NAEFS• 16 members – 10 days
April 7-8, 2010 CSAB Spring 2010
16
Raw NCEP
NAEFS + FNMOCStat. corr.
NAEFS
Combined NCEP – CMC (NAEFS) show further increase in skill (6.2d)
Addition of FNMOC to NAEFS leads to modest improvement (6.7d)
Raw NCEP ensemble has modest skill (3.4d)
Statistically corrected NCEP ensemble has improved skill (4.8d)
0.5 CRPS skill
Value-added by including FNMOC ensemble into NAEFS T2m: Against analysis (NCEP’s evaluation, 4 of 4)
Value-added by including FNMOC ensemble into NAEFS 2m Temperature
X
April 7-8, 2010 CSAB Spring 2010
17
• Backup – AWC, SPC by 15th Operational Weather Squadron at Scott Air Force Base– SWPC by 2nd Weather Group at Offutt Air Force Base
• Test Beds– Space Weather Prediction Test Bed (ongoing)– WRF DTC (ongoing)– JCSDA (ongoing)
• Col. Mark Zettlemoyer, chair of Management Oversight Board• COPC CONOPS
– Shared processing; NCEP providing direct support to AF through GFS and for NA sector through WRF
• Model Development: Land Surface Model (NOAH)• Support for Hurricane and Winter reconnaissance missions, used directly
in Global Forecast System• NUOPC – Tri-agency partnership to address common operational global
NWP needs for next generation model system
NCEP’s Interaction with the Air Force
18
FY10 Model Implementations
SREF- Increase resolution of WRF-NMM, WRF-ARW and RSM to 32 km- Expand bias correction from CONUS to North America; statistical downscaling using 12 km NAM and using 5km RTMA
HWRF-Structural changes only, no scientific upgrade -Code corrections, data assimilation, surface heat and momentum exchange and gravity wave drag upgrades
GFS/GSI- Post consolidation- GFS code restructuring- New data types added to GSI
RUC (early FY11)-Change to Rapid Refresh
GEFS- Increase horizontal resolution T126->T190 for 4 daily cycles out to 384H; use 8th horizontal diffusion for all horizontal resolutions; introduce stochastic perturbation scheme
RTOFS:HYCOM-Add Jason-2 altimeter data; incremental upgrade of data assimilation schemes
Global Multi-Grid Wave Model -Generate GRIB2 output earlier in run; increase internal spectral model resolution; increase spectral resolution of point output
19
FY10 Model Implementations
GFS- Horizontal Resolution Increase to T574 (27 km) with upgraded physics package
RTMA - CONUS upgrade to 2.5 km, AK 3 km- Shift AK RTMA Grid- Guam coverage
AQM- Extended CONUS AQFS (ozone) to HI and Alaska- CONUS dust &/or smoke
HYSPLIT-CONUS dust
HI-Res Window- Upgrade WRF model, add Guam, turn off RSM for HI
20
FY10 Model Implementations
Surface to 20K ft Initial time 18Z April 20, 2010
24 hr
36 hr
48 hr
HYSPLITVolcanic Ash
Hurricane Wave Model (early FY11)-Upgrade to new multi-grid model running global NAH and NPH grids as a single model
Wave Ensemble (early FY11)- Combine FNMOC & NCEP wave models- Extend NCEP wave model to 10 days
NAEFS (early FY11)- Inclusion of FNMOC Ensembles- Downscaling for Alaska
RUC (early FY11)-Change to Rapid Refresh
21
FY11 Model Implementations
Composite Reflectivity April 24, 2010 Severe Weather
Outbreak in MS
22
Building Update
• NOAA Center for Weather and Climate Prediction– Five NCEP Centers (EMC, NCO, HPC, OPC, CPC)– NESDIS Research and Satellite Services– OAR Air Resources Laboratory– 40 Spaces for visiting scientists
• Approximately 270,000 ft2 • Includes space for over 800• employees/contractors/visiting
– Five NCEP Centers– NESDIS research and satellite services– OAR Air Resources Laboratory
23
Building Update
• Construction halted (Dec 08)• Developer files federal • suit and goes bankrupt (Jul 08)• Leaser identified (Fall 09)• Awaiting resolution of federal suit (May-Jun 10)
• Continues to have major implications for achieving Strategic Goals and UCAR review recommendations
Construction Restart
Jul 10?
Move Start Jul 11?
Move Complete Dec 11?
24
Summary
• NCEP sustaining a collaborative approach to improving all forecast components from models to service centers.
• Depends on partnerships (COPC, Testbeds, private sector,…)– WRF; DTC; JCSDA; NUOPC…– ConOps– Backups– Communications and data sharing
• Many science-service opportunities/challenges exist– JCSDA; NUOPC; Ocean model transfer (global HYCOM)
• Priority Items:– Model implementations on new Power 6– Tracking situation with new building– Tracking model performance: drop out team
25
Appendix
26
Current
SR
EF
HUR
GD
AS
GF
S analysis
NA
M a
na
lysis
CFS
RTOFS
FIRE
Air Quality
RD
AS
GENS/NAEFS
GFSNAM
Rapid Refresh
Data Processing
Waves
NCEP Production Suite
1 2 3 4 5 6
100 %
Hours
Percentageof Capacity
27
NCEP Production Suite
Next Generation PrototypePhase 4
CFSMFS
WAV
CFS & MFS
GENS/NAEFSGFS
HURSREF
Reforecast
Hydro / NIDIS/FF
NAM
GDAS
RDAS
RTOFS RTOFSAir QualityAir Quality
RDAS RDASRDAS RDAS
GDAS GDAS GDAS GDAS
100 %
Percentageof Capacity
1 2 3 4 5 6Hours
Rapid Refresh
CDAS/Reanl vs GFSNH/SH 500Hpa day 5
Anomaly Correlation (20-80 N/S)
40
45
50
55
60
65
70
75
80
85
90
1979 1989 1999 2009
YEAR
An
om
aly
Co
rre
lati
on
NH GFS
SH GFS
NH CDAS/R1
SH CDAS/R1 RecordValues
28
29
30
31
Attribute Operational Configuration Q1FY11 Configuration
Analysis Resolution 200 km 38 km
Atmosphere model 1995: 200 km/28 levels
Humidity based clouds
100 km/64 levels
Variable CO2
AER SW & LW radiation
Prognostic clouds & liquid water
Retuned mountain blocking
Convective gravity wave drag
Ocean model MOM-3: 60N-65S
1/3 x 1 deg.
Assim depth 750 m
MOM-4 fully global
¼ x ½ deg.
Assim depth 4737 m
Land surface model (LSM) and assimilation
2-level LSM
No separate land data assim
4 level Noah model
GLDAS driven by obs precip
Sea ice Climatology Daily analysis and Prognostic sea ice
Coupling Daily 30 minutes
Data assimilation Retrieved soundings, 1995 analysis, uncoupled background
Radiances assimilated, 2008 GSI, coupled background
Reforecasts 15/month seasonal output 25/month (seasonal)
124/month (week 3-6)
Climate Forecast System (CFS) Planned Upgrade for Q1FY11
32
FY2010 Implementations
Change Planned Actual
SREF-Increase resolution of WRF-NMM, WRF-ARW and RSM to 32 km
- Expand bias correction from CONUS to North America; statistical downscaling using 12 km NAM and using 5km RTMA
10/27/09
HWRF- Structural changes only, no scientific upgrade 11/24/09
GFS/GSI- Post consolidation- GFS code restructuring- New data types added to GSI
12/15/09
33
FY2010 Implementations
Change Planned Actual
RTOFS- Add Jason-2 altimeter data; incremental upgrade of data assimilation schemes
11/03/09 4/20/10
GEFS- Increase horizontal resolution T126->T190 for 4 daily cycles out to 384H; use 8th horizontal diffusion for all horizontal resolutions; introduce stochastic perturbation scheme
2008 2/23/10
RUC- Extend forecast 18H; provide output every hour of forecast period
3/2/10 3/2/10
NAEFS- Downscaling for Alaska 2nd Qtr FY10
FY11
34
FY2010 Implementations
Change Planned Actual
Global Multi-Grid Wave Model- Generate GRIB2 output earlier in run; increase internal spectral model resolution; increase spectral resolution of point output
5/11/105/11/10
Hurricane Wave Model- Upgrade to new multi-grid model running global NAH and NPH grids as a single model
4nd Qtr FY10
35
FY2010 Implementations
Change Planned Actual
GFS- Horizontal Resolution Increase to T574 (27 km) with upgraded physics package
6/22/10
HWRF- Couple with POM 6/22/10
NAEFS- Inclusion of FNMOC Ensembles 1st Qtr FY11
RUC - Change to Rapid Refresh FY11
36
FY2010 Implementations
Change Planned Actual
RTMA- CONUS upgrade to 2.5 km, AK 3 km- Shift AK RTMA Grid
4th Qtr FY104th Qtr FY10
AQM- Extended CONUS AQFS (ozone) to HI- CONUS dust &/or smoke
4th Qtr FY104th Qtr FY10
HYSPLIT- CONUS dust
4th Qtr FY10
Wave Ensemble- Combine FNMOC & NCEP wave models- Extend NCEP wave model to 10 days
3rd Qtr FY10
HI-Res Window- Upgrade WRF model, add Guam, turn off RSM for HI
4th Qtr FY10