met office forecasting
TRANSCRIPT
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Met Office Forecasting Dr Teil Howard – Senior Applied Scientist
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© Crown copyright Met Office
Who are we?
• A world-leading weather and climate service, working closely with governments, individuals and organisations to share our expert scientific knowledge and advice
• A Trading Fund within the UK government Department for Business Innovation and Skills, operating on a commercial basis with customers across the world
• Over 500 scientists working across weather and climate science
• Scientific papers co-authored with scientists from 144 institutions across 44 countries - peer reviewed and published
• Over 300 qualified forecasters working in our operations centre
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Our performance - how we compare to other National Met Services
Pe
rce
nta
ge
Verification results plotted as a percentage difference to ECMWF
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Wind Production Forecast
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Wind Production
Forecast
• WPF: A site specific forecast at customer
defined height for wind farms
• WPF+: An upgraded version of WPF that
uses customer observations to provide a
more accurate forecast using basic
nowcasting and Kalman filtering
• Customer obs can be protected so that
they will not be used to improve another
customer’s forecast
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Wind Production
Forecast
Single models:
• Historic data available
• Usually Euro4
• Hourly to T+57 hours 4 times a day
• 3 hourly to T+120 hours 2 times a day
Blended data:
• More accurate
• Hourly data to T+14 days
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Surface/near surface:
• 10m wind speed and direction
• Shortwave radiation
• Mean sea level pressure
• Screen temperature
• Precipitation
• Sensible heat flux
• Lightning risk
• ….
Parameters
Hub height:
• Wind speed
• Wind direction
• Wind gust
• Temperature
• Pressure
• Air density
• Relative humidity
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Probabilistic Wind
Production Forecast
Percentiles:
• 2.5%, 5%, 10%, 20%, 25%, 30%, 40%, 50%,
60%, 70%, 75%, 80%, 90%, 95%, 97.5%
Other fields:
• Mean
• Mode
• Standard deviation
Time granularity:
• Hourly to T+120 hours the 6 hourly to T+14
days
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How do we produce the forecast?
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Observations
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Our observations - Surface
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Supercomputer upgraded 2012
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IBM Power 775 supercomputer
• Peak performance is now 1,200,000,000,000,000 (1,200 trillion) calculations per second
• Equivalent to about 30,000 desktop PCs
• Storage for 40,000,000 gigabytes of data
• Equivalent to 50 million CDs or 750 million 4-drawer filing cabinets
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Our deterministic NWP
models
Global
– 25km 70 Levels – 48hr forecast twice/day – 144hr forecast twice/day
UKV
– 1.5km 70 Levels – 36hr forecast eight times/day
Euro4
– 4km 70 Levels – 60hr forecast twice/day – 120hr forecast twice/day
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Ensembles
Analysis
Initial condition uncertainty
Climatology
Forecast uncertainty
Deterministic forecast
Time
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Our probabilistic NWP models
MOGREPS-15
– 60km 70 Levels – 15 day forecast twice/day – 24 members
MOGREPS-UK
– 2.2-4km 70 Levels – 36hr forecast four times/day – 12 members
MOGREPS-G
– 32km 70 Levels – 72hr forecast four times/day – 12 members
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Combining forecast systems
Forecast system 1
Forecast system 2
Consensus forecast system
Error
Reduction
Error
Reduction
Observation
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Models from other centres
ECMWF
– 16km 137 Levels – 15 day forecast twice/day – 51 members
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Site
Site
Model
levels
Model
surface
Orographic Adjustment
Site specific
processing
Model sea
point
Site
Model land
point
Coastal Adjustment
Model
levels
Convection Diagnosis Procedure
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Wind corrections
Hub Height
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Example: The Lake District
Height in Metres
4 km model orography Terrain at 100 m resolution
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Forecast
Error
Error=A+Bx
Kalman filter
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Basic nowcasting
Raw forecast + observations = Basic Nowcast
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Questions