1 / 29

T he Man-In-The-Loop (MITL) Nowcast Demonstration:

T he Man-In-The-Loop (MITL) Nowcast Demonstration: Forecaster Input into a Thunderstorm Nowcasting System. R. Roberts, T. Saxen, C. Mueller, E. Nelson, A. Crook, H. Cai, J. Pinto,

cindy
Télécharger la présentation

T he Man-In-The-Loop (MITL) Nowcast Demonstration:

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. The Man-In-The-Loop (MITL) Nowcast Demonstration: Forecaster Input into a Thunderstorm Nowcasting System R. Roberts, T. Saxen, C. Mueller, E. Nelson, A. Crook, H. Cai, J. Pinto, J. Wilson, D. Megenhardt, D. Albo, S. Dettling, N. Oien,; National Center for Atmospheric Research, Boulder, CO S. Fano, W. Bunting; National Weather Service Forecast Office, Ft. Worth, TX K. Johnston, S. Smith, M. Ba; National Weather Service, Silver Spring, MD T. Amis; NWS Central Weather Service Unit, Ft. Worth, TX 8 September 2005 Toulouse

  2. What are the goals of the MITL demonstration? • To determine the role of the forecaster in nowcasting • To demonstrate the added value of forecaster input into • automated aviation-related thunderstorm nowcast • products

  3. National Weather Service Forecast Office Ft. Worth, Texas End User Aviation Community Public MITL Demonstration NCAR Auto-nowcaster System NWS Forecaster March 2005 – March 2007

  4. NCAR Auto-Nowcaster (ANC) System Storm Initiation nowcasts Extrapolated nowcasts Extrapolates, grows, dissipates and initiates storms. How does it do this? 1 hour forecast Verification

  5. Combined Likelihood Field for Storm Initiation 60 min Storm Initiation Likelihood Field Blue Regions - Little chance of storm development Green Regions - Moderate likelihood for thunderstorms Red Regions - Areas of forecast storm initiation • Environmental conditions (Numerical Model) • Frontal forcing (θe gradients, vorticity, convergence) • CAPE/CIN Layered instability • CAPE (max between 900 and 700 mb) • Relative humidity (average from 875-to-725 mb) • Boundary-layer • Magnitude of convergence and vertical shear • Colliding boundaries • Vertical velocity along boundary • Boundary-relative steering flow • New storm development along boundary • Clouds • Clear sky or cumulus clouds • Cloud growth observed with cloud top cooling rate

  6. National Weather Service Forecast Office Ft. Worth, Texas End User Aviation Community Public MITL Demonstration NCAR Auto-nowcaster System NWS Forecaster? March 2005 – March 2007

  7. FAA RCWF Domain June 12, 2003 A single piece of observational data alone is not sufficient to automatically detect surface convergence boundaries on all scales, from a cold front down to gust fronts and lake breezes. Forecasters can fill this role.

  8. 60 min 0 min Entering convergence features locations requires only a few minutes of a forecaster’s time…

  9. Thunderstorm Initiation Likelihood Field Thunderstorm Initiation Likelihood Field So have added a new tool: Human-drawn polygon tool to increase or decrease forecast interest in an area Tool was used at the WFO to bump up interest in this area However, not all boundaries are created equal…..

  10. Ft. Worth WFO 25 April 2005 Forecast: 1831 Z Radar Image: 1831 Z

  11. Ft. Worth WFO 25 April 2005 Forecast: 1842 Z Radar Image: 1842 Z

  12. Ft. Worth WFO 25 April 2005 Forecast: 1854 Z Radar Image: 1854 Z

  13. Ft. Worth WFO 25 April 2005 Forecast: 1905 Z Radar Image: 1905 Z

  14. Ft. Worth WFO 25 April 2005 Forecast: 1831 Z Radar Image: 1831 Z Forecast: 1831 Z Radar Image: 1929 Z

  15. Ft. Worth WFO 25 April 2005 Forecast: 1842 Z Radar Image: 1842 Z Forecast: 1842 Z Radar Image: 1941 Z

  16. Ft. Worth WFO 25 April 2005 Forecast: 1854 Z Radar Image: 1854 Z Forecast: 1854 Z Radar Image: 1952 Z

  17. Ft. Worth WFO 25 April 2005 Forecast: 1905 Z Radar Image: 1905 Z Forecast: 1905 Z Radar Image: 2003 Z

  18. Ft. Worth WFO 25 April 2005 Forecast: 1917 Z Radar Image: 1917 Z Forecast: 1917 Z Radar Image: 2020 Z

  19. Ft. Worth WFO 25 April 2005 Forecast: 1929 Z Radar Image: 1934 Z Forecast: 1929 Z Radar Image: 2030 Z

  20. Ft. Worth WFO 25 April 2005 Forecast: 1941 Z Radar Image: 1940 Z Forecast: 1941 Z Radar Image: 2042 Z

  21. Ft. Worth WFO 25 April 2005 Forecast: 1952 Z Radar Image: 1951 Z Forecast: 1952 Z Radar Image: 2054 Z

  22. Ft. Worth WFO 25 April 2005 Forecast: 2003 Z Radar Image: 2003 Z Forecast: 2003 Z Radar Image: 2107 Z

  23. Ft. Worth WFO 25 April 2005 Forecast: 2020 Z Radar Image: 2020 Z Forecast: 2020 Z Radar Image: 2119 Z

  24. Ft. Worth WFO 25 April 2005 Forecast: 2030 Z Radar Image: 2030 Z Forecast: 2030 Z Radar Image: 2129 Z

  25. End End End 60 min Nowcast Field

  26. Forecasters’ Qualitative Assessment of Nowcasts For 43 events Poor Reasonable Good Very Good Forecast Quality: Good No initiation was forecasted on boundary 1 and none occurred. Boundary 3 is showing initiation just west of Young and Stephens Counties. Forecast Quality: Poor Slow response on Boundary 6. Cells beginning to initiate in Kaufman County but no initiation shown by Auto-nowcaster.

  27. AREA WEATHER UPDATE NATIONAL WEATHER SERVICE FORT WORTH TX 310 PM CDT SUN APR 10 2005 > WARNING DECISION UPDATE FOR NORTH TEXAS MESOANALYSIS PROGRAMS SHOW 1000-1500 J/KG CAPE ALONG AND JUST AHEAD OF DRYLINE. THUS...CU/DEVELOPING STORMS ALONG/E OF DRYLINE SHOULD CONTINUE TO INTENSIFY. STORM INITIATION TOOL ALSO SUGGESTS HIGH POSSIBILITY OF DEVELOPMENT FARTHER SW...OVER CORYELL/LAMPASAS COUNTY AREA. DEEP-LAYER SHEAR MORE THAN SUFFICIENT FOR ORGANIZED STORMS AND AT LEAST MID-LEVEL MESOS. AS STORMS EVOLVE INTO THE EVENING...A MORE LINEAR MODE IS EXPECTED.

  28. Summary • Initial results of the forecaster-computer mix are very encouraging • Based on forecaster feedback modifications have been made to the ANC system in real-time and more will be added this winter • Quantitative and qualitative evaluations of performance will be done at the end of the first year -includes working closely with B. Brown’s group to use their new object-oriented verification techniques • Continue training forecasters on the ANC system and working closely with the CWSU to refine the nowcast products for the aviation community

  29. Is there a role for the forecaster in nowcasting? YES!

More Related