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Meteorological Service of Canada

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better use of satellite and surface data in new 3D-Var. error growth in CMC NWP model too ... from Ascent/Descent data. Revisit the thinning algorithm: density, time window ... – PowerPoint PPT presentation

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Title: Meteorological Service of Canada


1
Meteorological Service of Canada
  • Positive Impacts of AMDAR Assimilation Studies
    at the Canadian Meteorological Centre

Gilles Fournier Chair, Canadian AMDAR
Implementation Team

2
Wind Speed analysis for AIREP only cycle, no
ACARS (1999121518)
3
Wind speed analysis for AIREP, ACARS and AMDAR
cycle (1999121518)
4
Wind speed difference map (1999121518)
5
18 Dec 01 27 Jan 02 Experiments
  • 82 forecasts
  • 3 experiments
  • No Aircraft Wind data
  • No Aircraft Temperature data
  • No Aircraft data at all
  • Short-range forecast results comparison to
    control run
  • Mid-range forecast results analyzed as
    histograms 100 x (RMS experiment - RMS control)
    / RMS control
  • deterioration by removing some types of data

6
Short Range Forecasts Results
  • Significant impact from aircraft data in 6-week
    assimilation experiment (as much as 15 on wind
    at jet level)
  • Clear impact from wind data alone, as well as
    from temperature data alone
  • Impact from wind more important than from
    temperature
  • Removing wind has largest impact on wind, while
    removing temperature has largest impact on
    temperature
  • Impact on temperature of removing wind, is larger
    than impact on wind of removing temperature
  • Combined impact of removing wind and temperature
    is larger than sum of individual impacts

7
Medium Range Forecasts Summary
  • Measurable impact up to 96-hr (day 4)
  • Larger impact from wind than temperature
  • Impact of aircraft data not as large as previous
    studies
  • better use of satellite and surface data in new
    3D-Var
  • error growth in CMC NWP model too large in
    medium-range
  • possibly not enough aircraft data over Pacific
    ocean
  • 6-week period possibly too short for medium-range
  • Larger impact of aircraft data in short-range
    (6-hr) partly related to fact that there are no
    U/A soundings at 06/18Z, and verification is done
    at 00/12Z.
  • Results vary with periods chosen, variables, or
    levels verified

8
16 June 31 July 02 Experiments
9
Time Series 24-hr Forecast Verification
10
Future AMDAR Work at CMC
  • Evaluate impact on precipitation forecasts
  • Verification against analyses
  • Evaluate impact of Canadian AMDAR data
  • Evaluate contribution from Ascent/Descent data
  • Revisit the thinning algorithm density, time
    window
  • Evaluation and impact of moisture data?
  • 4D-Var late 2003 need to reconsider use
    (thinning) of all data

11
CMC Monitoring Web Site
  • http//www.cmc.ec.gc.ca/cmcdev/data_monitoring
  • User monitoring
  • Password CMC

12
  • Canadian AMDAR Program A Business Case to NAV
    CANADA by SypherMueller

13
List of International Activities
  • Active contributing member of Panel
  • Canada hosted 5th Panel meeting and an AMDAR
    Science and Technology Workshop
  • On-going close collaboration with US and E-AMDAR
  • Participate at AEEC and aviation industry
    meetings
  • Involve a number of countries in CAPIT Team
  • Presented papers at international conferences
  • Lead on the development of alternative AMDAR
    technologies for regional airlines
  • Make our developments available to all
  • Provide helpful services data quality
    monitoring, web-site access, impact studies,
    operational use of AMDAR data, scientific and
    technical studies

14
Contact
  • Gilles Fournier
  • Chair, Canadian AMDAR ImplementationTeam
  • Meteorological Service of Canada,
  • Environment Canada
  • 373 Sussex Drive, E-124
  • Ottawa, Ontario, Canada
  • K1A 0H3
  • Tel (613) 992-0794 Fax (613) 992-4288
  • e-mail gilles.fournier_at_ec.gc.ca
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