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Recent Advances at the National Centers for Environmental Prediction

Recent Advances at the National Centers for Environmental Prediction. “Where America’s Climate, Weather and Ocean Services Begin”. Louis W. Uccellini Director, NCEP Colorado State University November 10, 2004. Overview. Define NCEP Today’s Model Suite Recent Advancements

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Recent Advances at the National Centers for Environmental Prediction

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  1. Recent Advances at the National Centers for Environmental Prediction “Where America’s Climate, Weather and Ocean Services Begin” Louis W. Uccellini Director, NCEP Colorado State University November 10, 2004

  2. Overview • Define NCEP • Today’s Model Suite • Recent Advancements • Climate Forecast System • WRF • Air Quality • JCSDA • Future Plans: Models • ESMF – Hybrid Approach • Ensembles (NAEFS)

  3. Define NCEP

  4. NCEP Mission Statement NCEP delivers national and global weather, climate, ocean and water guidance, forecasts, warnings, and analyses to its NWS Partners and External User Communities. These products and services respond to user needs to protect life and property, enhance the nation’s economy, and support the nation’s environmental information database. NCEP Central Operations Climate Prediction Center Environmental Modeling Center Hydrometeorological Prediction Center Ocean Prediction Center Aviation Weather Center Space Environment Center Tropical Prediction Center Storm Prediction Center

  5. NCEP’s Future Location New Location NOAA Center for Weather and Climate Prediction UMD Research Park, College Park (Early FY08) Current Location NOAA Science Center World Weather Building Camp Springs

  6. NCEP’s Future Location NOAA Center for Weather and Climate Prediction UMD Research Park, College Park (Early FY08)

  7. Total FTE: 429* 131 Contractors/24 Visitors *As of 10/1/04 *54 FTE

  8. Severe Storm Outlooks Fire Weather Outlooks Winter Weather Guidance Quantitative Precipitation Forecasts to 5 days Weather Forecasts to Day 7 Day 8-14 Critical Weather Outlooks Marine Weather Discussions Model Discussions Severe Weather Watches Marine High Seas Forecasts Hurricane Watches and Warnings Aviation Warnings (Convective, Turbulence, Icing) Climate Forecasts (Weekly to Seasonal to Interannual) Solar Monitoring – geomagnetic storm forecasts What Does NCEP Do? Guidance to Support WFO/RFC National Products • Model Development, Implementation and Applications for Global and RRegional Weather, Climate, Oceans and now Space Weather • International Partnerships in Ensemble Forecasts • Data Assimilation including the Joint Center for Satellite Data Assimilation • Super Computer, Workstation and Network Operations

  9. NCEP’s Future is Built Upon: • Climate-Weather-Water-Land-Chemistry Linkages; for example • Seasonal Hurricane Outlooks & Extratropical Storm patterns • Meteorological-Hydrological forecasts • Ocean and atmosphere coupled forecasts • Atmosphere-Land Processes coupled forecasts • Relationship of solar activity on service provision and climate fluctuations • Ozone forecasts by combining air chemistry and operational models • “Seamless Suite” of products through a collaborative approach • Extension of predictability of Weather and Climate (from snowstorms to ENSO); Improve the forecasts of Extreme Events • Community Model Approach – Common Model Infrastructure • Addressing forecast uncertainty – Ensemble modeling • Test Beds in each Service Center • U.S.Weather Research Program THORPEX: International Polar Year – 07/08 GEOSS

  10. New CFS CDC 6-10 Day Forecast Upgrade DGEX + HPC support for Days 4 -7 HPC Winter Weather Desk Days 1-3

  11. Student Employment Programs at NOAA • Student Educational Experience Program (SEEP) • Student Career Experience Program (SCEP) - SCEP is a program that provides experience that is directly related to the student’s educational program and career goals. SCEP replaces the Cooperative Education Program (COOP). Agreements are made with an accredited school combined with periods of career-related work in a Federal agency. Students earn federal benefits. Students interested in applying for a SCEP position should contact the Cooperative Education Coordinator at their school. • Student Temporary Employment Programs (STEP) - Does not have to be in your career field. The position is not to exceed one year with incremental extensions. It is great for career exploration.

  12. Student Employment Programs at NOAA • NOAA Faculty and Student Intern Research Program administered by the Oak Ridge Institute for Science and Education (ORISE): • Ten week faculty and student intern research program. Primary focus to provide work experience to faculty, graduate and undergraduate students under represented in mission-related occupations. FTE neutral. • NOAA’s Educational Partnership Program • Sponsored by the NOAA Diversity office and funded by Congress. Students are recruited from Minority Serving Institutes. Salary and graduate school tuition are paid for while attending school. • Workforce Recruitment Program • The WRP is a resource for federal agencies nationwide to provide employment opportunities for qualified students with disabilities. FTE neutral. • For more information on all programs • http://www.weather.gov/eeo/StudentResearchOpportunities.htm

  13. NCEP Employment Situation • Employment situation – FY05 • Total of 375 Civil Servants; 146 contractors; 18 visitors • Currently have 5 Student Interns (SCEP/STEP) • During the last 12 months • 32 CS vacancies; 5 SCEPs; • Hired 22 contractors & visiting scientists • 20 Summer/Student Program Hires (ORISE, GoHFAS, NOAA Educational Partnership Programs) • Projected growth through ’08: 50 – 60 (contractors/visiting scientists/postdocs)

  14. Today’s Model Suite

  15. Computing Capability $20M/Year Investment Commissioned/Operational IBM Supercomputer in Gaithersburg, MD (June 6, 2003) • Receives Over 123 Million Global Observations Daily • Sustained Computational Speed: 450 Billion Calculations/Sec • Generates More Than 5.7 Million Model Fields Each Day • Global Models (Weather, Ocean, Climate) • Regional Models (Aviation, Severe Weather, Fire Weather) • Hazards Models (Hurricane, Volcanic Ash, Dispersion) • 3.2x upgrade operational by mid-January, 2005 • Backup in Fairmont, WV operational by mid-January, 2005

  16. NCEP Operational Models Eta 12 km, 60 levels, 84 hrs at 0 , 6, 12 and 18Z Global Forecast System (GFS) T254 (~55 km) to 3.5 days (84 hrs), 64 levels T170 (~75 km) to 7.5 days (180 hrs), 42 levels T126 (~105 km) to 16 days (384 hrs), 28 levels 16 days (384 hrs)/4 times per day RUC 20 km, 50 levels 12 hrs at 0,3,6,9,12,15,18,21Z 3 hrs at 1,2,4,5,7,8,10,11,13,14, 16,17,19,20,22,23Z Climate Forecast System (CFS) T62 (~200 km), 64 levels, 10 months/ 1/day at 00Z 40-level GFDL Modular Ocean Model (MOM3) GFDL Hurricane Model coupled ocean-atmosphere Two nests (0.5, 1/6 deg lat/lon) 42 levels 126 hrs at 00, 06, 12 and 18Z Wave Model global - 1.25 x 1.0 deg lat/lon Alaskan Regional - .5 x .25 deg lat/lon Western North Atlantic - .25 x .25 deg lat/lon Eastern North Pacific - .25 x .25 deg lat/lon 1 level, 168 hrs/4 times per day North Atlantic Hurricane (seasonal) North Pacific Hurricane (seasonal) .25 x .25 deg lat/lon 1 level 78 hours/4 times per day Ensembles global 10 members at 00, 06,12,18Z T126 (~105 km) to 180 hrs, T62 (210 km) to 384 hrs 28 levels, 16 days (384 hrs) regional 10 members at 0 and 12Z 32 km, 60 levels, 63 hrs from 9 and 21Z

  17. NCEP Operational Models High Resolution Window (Non-hydrostatic Nest) 8 km, 60 levels, 48 hrs at 0 , 6, 12 and 18Z AK, HI at 00Z, West US, PR at 06Z, Cent US, HI at 12Z, East US, PR at 18Z Fire Wx/IMET Support (Non-hydrostatic Nest) 8 km, 60 levels, 48 hours, up to 4/day Selectable area from 26, 900 km2 domains HYSPLIT Dispersion Model run on demand using 4 km Non-hydrostatic Mesoscale Model (NMM) Air Quality Forecast System 12 km, 22 levels, 48 hours, 2/day at 6, 12Z Downscaled GFS with Eta Extension (DGEX) 12 km, 60 levels (downscaled locally to 5km) CONUS at 06 and 18Z, AK at 00 and 12Z 84-192 h 4 km terrain

  18. Forecast Model Dependencies GFDL Hurricane G D A S NMM ARW WRF Dispersion GFS E D A S CFS Eta Air Quality NOAH Land Surface Model RUC L D A S

  19. Model Access • Through the Web • While the model is running • Fastest access possible

  20. Popularity of NCEP Models Web Page Access introduced July 17, 2001 # of graphics produced per day 3623 18333 38670 28898 35130 23180 24774

  21. Recent Advancements • Climate Forecast System • WRF • Air Quality

  22. Recent Advancements: Climate Forecast System

  23. The NCEP coupled Climate Forecast System(implemented August 24, 2004) • Global Forecast System 2003 (GFS03) • T62 in horizontal; 64 layers in vertical • Recent upgrades in model physics • Solar radiation (Hou, 1996) • cumulus convection (Hong and Pan, 1998) • gravity wave drag (Kim and Arakawa, 1995) • cloud water/ice (Zhao and Carr,1997) 1. Atmospheric component 2. Oceanic component • GFDL MOM3 (Pacanowski and Griffies, 1998) • 1/3°x1° in tropics; 1°x1° in extratropics; 40 layers • Quasi-global domain (74°S to 64°N) • Free surface 3. Coupled model • Once-a-day coupling • Sea ice extent taken as observed climatology

  24. Coupled Model Simulation ENSO SST cycles Simulated 2002-2040 (top) Observed 1965-2003 (bottom)

  25. Latest CPC Forecast: Weak El Nino conditions are expected to continue into early 2005.

  26. CFS Seasonal Precip Forecast (mm/month) Without skill mask

  27. CFS Seasonal Precip Forecast (mm/month) With skill mask • If anomaly correlation between forecast and observed conditions over the 1982-2003 period is below 0.3, values are not shown

  28. CFS Seasonal Precip Forecast (mm/month) Without skill mask

  29. CFS Seasonal Precip Forecast (mm/month) With skill mask • If anomaly correlation between forecast and observed conditions over the 1982-2003 period is below 0.3, values are not shown

  30. CPC Winter Season Forecast 2004-05

  31. Recent Advancements: WRF

  32. WRFNOAA, AFWA, NCAR, FAA, NRL Explicit Cores (e.g., Hurricane, Dispersion, Aviation) • The next-generation mesoscale NWP modeling system for research and operations • Sustained by AF, Navy, NCEP, NCAR • Testing complete of all combinations of 2 dynamic cores and 2 physics packages at DoD Major Shared Resource Center (one month from each season) • First operational implementation at NCEP September 21, 2004 (2 members), implementation at AF by Spring, ’05 • 6 members to be implemented at NCEP by 3rd Q ‘05 C M I NCAR NCEP NMM

  33. NCEP Mesoscale Forecast Systems to be replaced by WRF configurations EDAS NA (Eta) Analysis HiResWindow RUC SREF NA (Eta Forecast)

  34. Implementation Schedule • HiResWindow: WRF Ensemble Operational Sept. 21, 2004 (2 members) (6 members, FY06) • North American Mesoscale WRF: Operational in FY06 • FireWeather/IMET Support and Homeland Security: WRF-NMM Operational in FY06 • Hurricane WRF: FY06 - 07 • Rapid Refresh WRF: Operational in FY07 • WRF SREF: Operational in FY07

  35. The Flow of Science from Research to Operations in the WRF Era: A Plan to Bridge the “Valley of Death” The research community: DTC Developmental Test bed Center, Boulder OTC- NCEP OTC- Air Force OTC- Navy NCEP Navy Air Force EMC NRL NCAR NCO FNMOC AFWA

  36. WRF EM 24 Hour Accumulated Precipitation Valid 12Z 30 August, 2004, 42 Hour Forecast WRF NMM OPS. NMM CPC RFC 1/8 deg Verification Tropical Storm Gaston: Subjective Comparison OPS. Eta

  37. Recent Advancements: Air Quality Forecast System

  38. Air Quality Prediction at NCEP • Initial (FY2003 – FY2008): • 1-day forecasts of surface ozone (O3) concentration (twice per day) using NOAA/EPA community model for AQ (CMAQ)linked to 12 km Eta • Validated in testing over Northeastern USdomain during 03 and 04 • Declared operational September 13, 2004 • To cover Eastern US in ‘05 • Deploy Nationwide within 5 years • Intermediate (FY2008 – FY2010): • Develop and test capability to forecast particulate matter (PM) concentration • Longer range (by FY2013): • Extend air quality forecast range to 48-72 hours • Include broader range of significant pollutants Northeast Domain East Domain

  39. Forecast Observed Objective Verification 7/22/04 8 hour Peak Ozone BIAS in max 1-hr ozone concentration

  40. JCSDA 2003 Daily Upper Air Observation Count 2002 Count (Millions)

  41. Joint Center for Satellite Data Assimilationcreated July 2, 2001 Accelerate use of research and operational satellite data in operational numerical prediction models • Increase uses of current satellite data in NWP models • Develop the hardware/software systems needed to assimilate data from the advanced satellite sensors • Advance the common NWP models and data assimilation infrastructure through the ESMF • Develop common fast radiative transfer system • Assess the impacts of data from advanced satellite sensors on weather and climate predictions • Reduce the average time for operational implementations of new satellite technology from two years to one Goals:

  42. PARTNERS NOAA/NCEP Environmental Modeling Center NOAA/OAR Office of Weather and Air Quality NASA/Goddard Global Modeling & Assimilation Office US Navy NOAA/NESDIS Oceanographer of the Navy, Office of Naval Research (NRL) Office of Research & AF Director of Weather AF Weather Agency Applications US Air Force JCSDA Partners

  43. JCSDA FY03-05 Major Projects • JCSDA is funding 18 extramural research projects to develop the state of-the-art satellite data assimilation system (e.g. uses of cloudy radiances from advanced satellite instruments, uses of satellite snow and vegetation products) • Preparation for uses of advanced satellite data such as METOP (IASI/AMSU/HSB), DMSP (SSM/IS) and EOS (Aqua AIRS, AMSR-E) • NCEP global data assimilation system implemented into NASA Global Modeling and Assimilation Office (GMAO) forecast system • JCSDA community-based radiative transfer model • Snow and sea ice emissivity models for improving uses of satellite microwave sounding data over high latitudes • Impact studies of POES AMSU, EOS AIRS, DMSP SSMIS, MODIS, GPS Occultation on NWP through EMC parallel experiments

  44. AIRS Data Usage per Six Hourly Analysis Cycle

  45. 500hPa Z Anomaly Correlations for the GFS with (Ops.+AIRS) and without (Ops.) AIRS data Northern hemisphere, January 2004

  46. 500hPa Z Anomaly Correlations for the GFS with (Ops.+AIRS) and without (Ops.) AIRS data Southern hemisphere, January 2004

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