George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015...

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The North American Mul2-Model Ensemble: Seasonal to Subseasonal Predic2ons Kathy Pegion George Mason University & Center for Ocean-Land-Atmosphere Studies

Transcript of George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015...

Page 1: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

TheNorthAmericanMul2-ModelEnsemble:SeasonaltoSubseasonalPredic2ons

KathyPegion

GeorgeMasonUniversity&CenterforOcean-Land-AtmosphereStudies

7/21/2014 Climate Prediction Center - NMME Forecasts of Monthly Climate Anomalies

http://www.cpc.ncep.noaa.gov/products/NMME/ 1/1

www.nws.noaa.gov

Home Site Map News Organization Search GoHOME > NMME Forecasts of Monthly Climate Anomalies

Welcome to the National Multi-Model Ensemble home!

Data and Current Forecasts

3-month mean spatial anomalies

1-month mean spatial anomalies

Niño3.4 Plumes

International MME

Experimental: Probability forecasts

Preview: additional variables

Real-time verification (preliminary)

User's Guide (new!)

NMME Realtime Forecasts ArchiveNMME Phase-I Hindcast Data

About the NMME

Description of the NMME

Phase-I Forecast Models

CTB Activities & Documents

Join the NMME mailing list

For additional information, contact Qin Zhang ([email protected]) or Emily Becker

([email protected])

NOAA/ National Weather Service

NOAA Center for Weather and Climate Prediction

Climate Prediction Center

5830 University Research Court

College Park, Maryland 20740

Page Author: Climate Prediction Center Internet Team

Page last modified: March 12, 2012

Disclaimer

Information Quality

Credits

Glossary

Privacy Policy

Freedom of Information Act (FOIA)

About Us

Career Opportunities

Page 2: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

UniversityofMiamiBenP.Kirtman,DughongMin,JohnnaM.Infan7GMU/COLAJamesL.KinterIII,DanielA.PaolinoNCEPQinZhang,HuugvandenDool,SuranjanaSaha,MalaquiasPenaMendez,EmilyBecker,PeitaoPeng,PatrickTripp,JinHuangIRIDavidG.DeWiM(nowatNCEP),MichaelK.TippeM,AnthonyG.Barnston,GFDLShuhuaLi,AnthonyRosa7,GabeVecchiNASA/GMAOSiegfriedD.Schubert,MicheleRienecker,MaxSuarez,ZhaoE.Li,JelenaMarshak,Young-KwonLimNCARJosephTribbiaNOAA/ESRLKathleenPegion(nowatCOLA/GMU)EnvironmentCanadaWilliamJ.Merryfield,BertrandDenisPrincetonEricF.Wood

Page 3: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

What is the NMME?

PredictabilityResearch

Real-2mePredic2ons

Page 4: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

What is the NMME? •  Real-Time Seasonal Forecasts

–  Model Updates (FLOR, CCSM4, CESM, CMC) •  Coordinated Predictability Research

–  Benefits of MM, Model Combinations, Inform Model Development and Applications

•  Development & Evaluation of a Subseasonal protocol –  Subseasonal Demonstration Experiment –  Subseasonal Exploratory Workshop –  Proposal to develop a subseasonal NMME

•  Data distribution –  Supporting Prediction/Predictability Research –  Supporting Forecast Applications

7/21/2014 Climate Prediction Center - NMME Forecasts of Monthly Climate Anomalies

http://www.cpc.ncep.noaa.gov/products/NMME/ 1/1

www.nws.noaa.gov

Home Site Map News Organization Search GoHOME > NMME Forecasts of Monthly Climate Anomalies

Welcome to the National Multi-Model Ensemble home!

Data and Current Forecasts

3-month mean spatial anomalies

1-month mean spatial anomalies

Niño3.4 Plumes

International MME

Experimental: Probability forecasts

Preview: additional variables

Real-time verification (preliminary)

User's Guide (new!)

NMME Realtime Forecasts ArchiveNMME Phase-I Hindcast Data

About the NMME

Description of the NMME

Phase-I Forecast Models

CTB Activities & Documents

Join the NMME mailing list

For additional information, contact Qin Zhang ([email protected]) or Emily Becker

([email protected])

NOAA/ National Weather Service

NOAA Center for Weather and Climate Prediction

Climate Prediction Center

5830 University Research Court

College Park, Maryland 20740

Page Author: Climate Prediction Center Internet Team

Page last modified: March 12, 2012

Disclaimer

Information Quality

Credits

Glossary

Privacy Policy

Freedom of Information Act (FOIA)

About Us

Career Opportunities

Page 5: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •
Page 6: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •
Page 7: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

Real-Time Seasonal Forecasts

Page 8: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •
Page 9: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

Model Diversity is Enhancing Quality

EmilyBecker(NCEP)

Page 10: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

Brier Skill Score for T2m Northern Hemisphere Extra-tropics Land (23N-75N)

BrierSkillScoreforNino3.4

EmilyBecker(NCEP)

Page 11: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

Mean Squared Error Sign Test

TimDelSole(GMU/COLA)

Page 12: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

IRIDataLibrary•  Monthlydata•  AllModels•  Subsetofvariables(8)

2mtemperaturePrecipita7onSSTTminTmaxZ200Soilmoisturerunoff

Page 13: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •
Page 14: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

hLp://www.cpc.ncep.noaa.gov/products/NMME/

Moreinforma2on

Page 15: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

ASubseasonalDemonstra2onExperimentLimitedscopere-forecastexperimentDemonstratePotenQalforMJOPredicQonwithNMME1.  1999-20122.  Ini7aliza7onDates:Novemberonlyonthe2nd,7th,12th,17th,22th,

27th,followingtheCFSv2rrdates

3.  45-days

4.  Oceanandatmosphereini7alized;landini7aliza7onisstronglyencouraged,butnotrequired

5.  Themethodofini7aliza7onislejuptothemodelinggroup6.  Number&methodofperturba7ons/ensemblemembersislejuptothe

modelinggroup(atleast3recommended).7.  Dailymeans:SST,U200,U850,OLR,Precip,MSLP,Z200

Page 16: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

ModelsNCEP-CFSv2NASA-GMAOU.Miami/NCAR-CCSM4DataCOLAmadeavailableviajptoNMMEsubseasonalteamMetricsRMMindexskill&predictability

Page 17: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

AsubseasonalNMMEcantakeadvantageofdifferingmodelskillatdifferentlead-2mes

LeadTime(days)

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AsubseasonalNMMEbeLerrepresentstherela2onshipbetweenensemblespread&error

LeadTime(days)

Page 19: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

AsubseasonalNMMEcanprovideunderstandingofpredictabilitylimits

LeadTime(days)

PerfectModelSkill

ActualSkill

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1.  Thereisaevidenceforapoten7albenefitforsubseasonalNMME

2.  Thisisaverylimitedexperiment,sothebenefitcannotbe

rigorouslyassessed.3. Wehavebarelyscratchedthesurfacebylookingatonesource

ofpredictability.

4.  Needtoassessbenefitforothersourcesofpredictability/phenomena,opera7onalforecas7ng,andapplica7ons.

ThiswillrequireamoresubstanQalre-forecastexperiment

designedtolooklikeanoperaQonalforecastsystem

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NMMESubseasonalExploratoryWorkshop

Mee2ngObjec2ves•  Assesscurrentopera7onalsub-seasonalpredic7onprac7ceandskillandongoingsub-

seasonalsystemdevelopmentatNCEPandothercentersna7onallyandinterna7onally.

•  Assessthesourcesofsub-seasonalpredictabilitybasedonbroadresearchandanalysisincludingthatofNMMEdata.

•  Improveunderstandingofopera7onalrequirementstohelpassesssub-seasonalpredic7onsystemrequirementsandfeasibilitycharacteris7cs.

•  Iden7fyresearchpriori7es,pathwaysandexperimentstohelpdesignanNMMEsub-seasonalforecastsystem.

•  CoordinatewithWCRP/WWRPS2SPredic7onProjectefforts.

OutcomeSubseasonalNMMEre-forecastandreal-7meforecastprotocol

hLp://www.nws.noaa.gov/ost/CTB/Documents/Protocol_Subseasonal_NMME.pdf

Page 22: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

ImportantaspectsofProtocol

•  Re-forecastandforecastmodelmustbethesame•  Coupledocn-atmoratm-only•  Re-forecastperiod1999-2015•  Minimumof4ensemblemembers•  Minimum32-dayforecasts(45preferred)•  Onceaweekini7aliza7on•  Atm,ocean(ifapplicable),andlandmustbeini7alized•  19dailyfields+tmax&tminwillbearchived•  6dailyfieldswillbeprovidedtoNCEPby5pmETeveryWed

•  Allensemblemembersmustbeprovided•  Totalfieldsmustbeprovided

Page 23: George Mason University & Center for Ocean-Land-Atmosphere ... · • Re-forecast period 1999-2015 • Minimum of 4 ensemble members • Minimum 32-day forecasts (45 preferred) •

What is the NMME?

PredictabilityResearch

Real-2mePredic2ons