The Environmental Forecast Process

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The Environmental Forecast Process Observations Analysis Model Forecast Post-processed Model Data Forecaster User (public, industry…) Numerical Forecast System Data Assimilation Observations , Analysis and Modeling Systems are now Linked Has implication s for how to apply CAL/VAL to future instruments

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The Environmental Forecast Process. Observations , Analysis and Modeling Systems are now Linked. Observations. Data Assimilation. Has implications for how to apply CAL/VAL to future instruments. Analysis. Model Forecast. Numerical Forecast System. Post-processed Model Data. Forecaster. - PowerPoint PPT Presentation

Transcript of The Environmental Forecast Process

Page 1: The Environmental Forecast Process

The Environmental Forecast Process

Observations

Analysis

Model Forecast

Post-processed Model Data

Forecaster

User (public, industry…)

NumericalForecastSystem

Data Assimilation

Observations , Analysis and Modeling Systems are now Linked

Has implications for how to apply CAL/VAL to future instruments

Page 2: The Environmental Forecast Process

Land• NCEP Land Data Assimilation System uses

– Global precipitation fields from CPC Merged Analysis of Precipitation (CMAP)

• uses SSM/I (passive microwave - scattering and emission) & high temporal resolution IR data from geostationary satellites

– Daily NESDIS IMS 4km snow cover product• incorporates a wide variety of satellite imagery (AVHRR, GOES, SSMI, etc.)

as well as derived mapped products (USAF Snow/Ice Analysis, AMSU, etc.) and surface observations.

– Hourly 0.5 deg surface solar insolation from GOES– Fixed fields - AVHR-based 1km global vegetation type and monthly

MODIS-based albedo (being tested)• Testing new products

– Weekly global green vegetation fraction– GOES-based hourly 0.5 deg land surface

temperatures– AMSR-E soil moisture

Page 3: The Environmental Forecast Process

Ice

• The NCEP sea ice analysis fields are produced from a passive microwave sensor (SSMI).

• Emisivity over snow and ice is a critical issue

Sept. 27,

2007

Page 4: The Environmental Forecast Process

Satellite(AVHRR, JASON, QuikSCAT)

In situ(ARGO, Buoys, Ships)

OCEAN DATA ASSIMILATION

RT-OFS-GODAENOPPEMC

CFS-GODASNCO/ODA

EMC NOPP-JPL (ECCO)

OPNL OCEAN FORECASTS

Climate Forecast System Real-Time Ocean Forecast System

Data Cutoff

CFS: 2 week data cutoff RTOFS: 24 hour data cutoff

Shared history, coding, and data

processing

MOM-3 MOM-4 HOME HYCOM HOME

NASA-NOAA-DODJCSDA

AMSR, GOES,AIRS, JASON, WindSat,

MODISAdvanced

ODA Techniques

Observations

CLIMATE FORECAST OCEAN FORECAST

http://cfs.ncep.noaa.gov/ http://polar.ncep.noaa.gov/ofs/

Ocean

Page 5: The Environmental Forecast Process

NCEP Production SuiteWeather, Ocean & Climate Forecast Systems

Version 3.0 April 9, 2004

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Current - 2007

NCEP Production SuiteWeather, Ocean, Land & Climate Forecast Systems

Page 6: The Environmental Forecast Process

Forces for Change• Increasing emphasis on ensemble approaches

– Multi-model ensembles• 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

Model Region 1

Model Region 2

Global/Regional Model Domain

ESMF-based System

Page 7: The Environmental Forecast Process

CFSMFS

NCEP Production SuiteWeather, Ocean & Climate Forecast Systems

Version 3.0 April 9, 2004

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20

40

60

80

100

0:00 0:30 1:00 1:30 2:00 2:30 3:00 3:30 4:00 4:30 5:00 5:30 6:00

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RUCFIREWXWAVESHUR/HRWGFSfcstGFSanalGFSensETAfcstETAanalSREFAir QualityOCEANMonthlySeasonal

WAV

CFS & MFS

GENS/NAEFSGFS

Next Generation PrototypePhase 4 - 2015

Regional

Rap Refresh

Global

HURSREF

Reforecast

Hydro / NIDIS/FF

Hydro

NAM

GDAS

RDAS

RTOFS RTOFSAQ

NCEP Production SuiteWeather, Ocean, Land & Climate Forecast Systems

AQ

Computing factor: 81