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Digital Forecast Process Evolution The Digital Forecast Process Numerical Modeling Modeling Model ModelInterpret. Forecast Editing Editing Product ProductGeneration Observations Numerical Output Output Sensible Sensible Weather Weather Digital DigitalForecast User UserProducts Matrix Matrix Editing Editing The Human in the Loop
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Digital Digital ForecastForecastProcessProcessEvolutionEvolution
David Ruth December 5, 2008David Ruth December 5, 2008
Digital Forecast Process EvolutionDigital Forecast Process Evolution
The Digital Forecast ProcessThe Digital Forecast Process
NumericalNumerical ModelingModeling
ObservationsObservations
NumericalNumerical OutputOutput
ModelModelInterpret.Interpret.
SensibleSensible WeatherWeather
ForecastForecast EditingEditing
Digital Digital ForecastForecast
Product Product GenerationGeneration UserUser
ProductsProducts
Digital Forecast Process EvolutionDigital Forecast Process Evolution
The Digital Forecast ProcessThe Digital Forecast Process
NumericalNumerical ModelingModeling
ModelModelInterpret.Interpret.
ForecastForecast EditingEditing
Product Product GenerationGeneration
ObservationsObservations
NumericalNumerical OutputOutput
SensibleSensible WeatherWeather
Digital Digital ForecastForecast
UserUserProductsProducts
MatrixMatrix EditingEditing
The Human in the LoopThe Human in the Loop
Digital Forecast Process EvolutionDigital Forecast Process Evolution
ICWF ICWF InteractiveInteractiveGuidanceGuidanceRevisorRevisor( 1987-2003 )( 1987-2003 )
Matrix EditingMatrix Editing
Digital Forecast Process EvolutionDigital Forecast Process Evolution
Canada’sCanada’sSCRIBESCRIBE
Matrix EditingMatrix Editing
Digital Forecast Process EvolutionDigital Forecast Process Evolution
The Digital Forecast ProcessThe Digital Forecast Process
NumericalNumerical ModelingModeling
ModelModelInterpret.Interpret.
ForecastForecast EditingEditing
Product Product GenerationGeneration
ObservationsObservations
NumericalNumerical OutputOutput
SensibleSensible WeatherWeather
Digital Digital ForecastForecast
UserUserProductsProducts
MatrixMatrix EditingEditing
GridGrid EditingEditing
Digital Forecast Process EvolutionDigital Forecast Process Evolution
GraphicalGraphicalForecastForecastEditorEditor
Grid EditingGrid Editing
Digital Forecast Process EvolutionDigital Forecast Process Evolution
KMAKMAGraphicGraphicEditingEditingModuleModule
Grid EditingGrid Editing
Digital Forecast Process EvolutionDigital Forecast Process Evolution
The Digital Forecast ProcessThe Digital Forecast Process
NumericalNumerical ModelingModeling
ModelModelInterpret.Interpret.
ForecastForecast EditingEditing
Product Product GenerationGeneration
ObservationsObservations
NumericalNumerical OutputOutput
SensibleSensible WeatherWeather
Digital Digital ForecastForecast
UserUserProductsProducts
ObjectObject EditingEditing
MatrixMatrix EditingEditing
GridGrid EditingEditing
Digital Forecast Process EvolutionDigital Forecast Process Evolution
Canada’sCanada’sForecast Forecast Production Production AssistantAssistant
Object EditingObject Editing
Digital Forecast Process EvolutionDigital Forecast Process Evolution
The Digital Forecast ProcessThe Digital Forecast Process
NumericalNumerical ModelingModeling
ModelModelInterpret.Interpret.
ForecastForecast EditingEditing
Product Product GenerationGeneration
ObservationsObservations
NumericalNumerical OutputOutput
SensibleSensible WeatherWeather
Digital Digital ForecastForecast
UserUserProductsProducts
ThresholdThresholdAdjustmentAdjustment
MatrixMatrix EditingEditing
GridGrid EditingEditing
ObjectObject EditingEditing
Digital Forecast Process EvolutionDigital Forecast Process Evolution
IFPSIFPSSliderSliderBarsBars(1997-2003)(1997-2003)
Threshold AdjustmentThreshold Adjustment
Digital Forecast Process EvolutionDigital Forecast Process Evolution
InteractiveInteractiveCalibrationCalibration of a of a4D Datacube4D Datacube
Threshold AdjustmentThreshold Adjustment
Digital Forecast Process EvolutionDigital Forecast Process Evolution
IC4D for AAWUIC4D for AAWU
Digital Forecast Process EvolutionDigital Forecast Process Evolution
The Digital Forecast ProcessThe Digital Forecast Process
NumericalNumerical ModelingModeling
ModelModelInterpret.Interpret.
ForecastForecast EditingEditing
Product Product GenerationGeneration
ObservationsObservations
NumericalNumerical OutputOutput
SensibleSensible WeatherWeather
Digital Digital ForecastForecast
UserUserProductsProducts
4D Field4D FieldModificationModification
ThresholdThresholdAdjustmentAdjustment
ObjectObject EditingEditing
MatrixMatrix EditingEditing
GridGrid EditingEditing
Digital Forecast Process EvolutionDigital Forecast Process Evolution
UKMET 4D Field ModificationUKMET 4D Field Modification
Digital Forecast Process EvolutionDigital Forecast Process Evolution
GridGrid EditingEditing GridGrid EditingEditing
The Digital Forecast ProcessThe Digital Forecast Process
NumericalNumerical ModelingModeling
ModelModelInterpret.Interpret.
ForecastForecast EditingEditing
Product Product GenerationGeneration
ObservationsObservations
NumericalNumerical OutputOutput
SensibleSensible WeatherWeather
Digital Digital ForecastForecast
UserUserProductsProducts
4D Field4D FieldModificationModification
ThresholdThresholdAdjustmentAdjustment
ObjectObject EditingEditing
MatrixMatrix EditingEditing
Digital Forecast Process EvolutionDigital Forecast Process Evolution
NWS Vision (draft)NWS Vision (draft)
A safer, better informed, more productive society A safer, better informed, more productive society where environmental knowledge empowers where environmental knowledge empowers improved decisions in public, private, and improved decisions in public, private, and commercial lifecommercial life
Digital Forecast Process EvolutionDigital Forecast Process Evolution
NDFD in 2015NDFD in 2015
• Centrally-held, fine-resolution, up-to-the-minute Centrally-held, fine-resolution, up-to-the-minute digital forecast database.digital forecast database.
• Contains a complete, authoritative, and consistent Contains a complete, authoritative, and consistent set of all NWS forecast elements including hydro and set of all NWS forecast elements including hydro and aviation.aviation.
• Forecasts remotely modified by WFOs, RFCs, and Forecasts remotely modified by WFOs, RFCs, and National Centers in planned and orderly fashion.National Centers in planned and orderly fashion.
• Includes information that quantifies forecast Includes information that quantifies forecast uncertaintyuncertainty
• National and local products produced from same National and local products produced from same database using both national and locally-developed database using both national and locally-developed software.software.
Digital Forecast Process EvolutionDigital Forecast Process Evolution
Planned and orderly Planned and orderly changes changes
• Forecasters enhance model guidance for selected Forecasters enhance model guidance for selected days and areas of the county.days and areas of the county.
• Most of database is not routinely changed from Most of database is not routinely changed from model guidance.model guidance.
• National/regional conductors pre-approve proposed National/regional conductors pre-approve proposed changes and prepare coordinated forecast plans for changes and prepare coordinated forecast plans for various areas of country.various areas of country.
• Coordinated forecast plans are viewable inside and Coordinated forecast plans are viewable inside and outside NWS and evolve throughout the day similar outside NWS and evolve throughout the day similar to WFO forecast discussions.to WFO forecast discussions.
Digital Forecast Process EvolutionDigital Forecast Process Evolution
Only what’s importantOnly what’s important
• Coordinated forecast plan specifies what guidance, Coordinated forecast plan specifies what guidance, days, elements, and areas to edit as well as target days, elements, and areas to edit as well as target time for publication into NDFD.time for publication into NDFD.
• Edit areas are defined by daily weather features and Edit areas are defined by daily weather features and terrain, and are not limited by CWA.terrain, and are not limited by CWA.
• Edits may be reviewed by conductors in central Edits may be reviewed by conductors in central staging area prior to publication into NDFD, staging area prior to publication into NDFD, depending on the number of offices involved and depending on the number of offices involved and nature of forecast problem.nature of forecast problem.
• Conductors employ tools to resolve problems Conductors employ tools to resolve problems centrally if necessary.centrally if necessary.
Digital Forecast Process EvolutionDigital Forecast Process Evolution
Detailed, consistent, and currentDetailed, consistent, and current
• Forecasters use standard interactive editing and Forecasters use standard interactive editing and model interpretation tools from national set with model interpretation tools from national set with limited use of local tools.limited use of local tools.
• Tools preserve high-resolution spatial and temporal Tools preserve high-resolution spatial and temporal details in model guidance.details in model guidance.
• Tools maintain temporal, spatial, and interelement Tools maintain temporal, spatial, and interelement consistency in real time (not after the fact).consistency in real time (not after the fact).
• Conductor invokes automated techniques to update Conductor invokes automated techniques to update early forecast hours to match latest observations in early forecast hours to match latest observations in areas of the country experiencing routine weather.areas of the country experiencing routine weather.