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19 th North America/Europe Data Exchange Meeting NOAA Silver Spring, MD May 3-5, 2006. STATUS REPORT. Paul Poli (CNRM/GMAP) replacing Bruno Lacroix (DPrévi/COMPAS) With contributions from CNRM/GMAP and CNRM/COMPAS. Outline. Introduction Operational suite(s)
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19th North America/Europe Data Exchange Meeting NOAA Silver Spring, MD May 3-5,2006 STATUS REPORT Paul Poli (CNRM/GMAP) replacing Bruno Lacroix (DPrévi/COMPAS) With contributions from CNRM/GMAP and CNRM/COMPAS
Outline • Introduction • Operational suite(s) • Update on current configurations • New: 3DVAR assimilation in LAM, chemical transport model • Test suite • NOAA-18 AMSU-A+MHS • Aqua/Terra MODIS winds • GOES/MTSAT cloud-track winds BUFR • Issues under development • SSM/I • GPS ZTD • Future Plans
Introduction : Ballpark Figures • Total number of observation counts assimilated every 6 hours in Meteo France global model: 260,000~325,000 (Out of total rcvd) • SYNOP&BUOY (95%) • TEMP (82%) • AIREP (55%) • Wind Profilers (21%) • Geostat. Winds (7%) • ATOVS (4%) • Quikscat (28%) “Conventional” Satellite40% to 60% of total obs used 00,12 UTC 06,18 UTC
Assimilation/Forecast Suites • Computing platform • Since mid-2003: Fujitsu VPP 5000, 124 PE • 2 machines: operations (60 PEs) and research/backup (64 PEs) • Replacement expected 2006 Q4 • Operational suites: • Global stretched • Global stretched, very short cutoff (00 UTC only) • Global uniform • Limited-Area • Ensemble Forecast • Data monitoring http://www.meteo.fr/special/minisites/monitoring/menu.html User/password available upon request herve.benichou@meteo.fr
Each Assimilation/Forecast Suite • Two cycles running in parallel • ‘Production cycle’: • Short cutoff • Long forecasts • ‘Assimilation cycle’: • Longer cutoff • Forecast only +6 hours (first-guess for production cycle) • Keeps the “memory” of the assimilation system
Stretched Global Model Horizontal Resolution 23km 133km 133km
Supercomputer Platform Machine Load due to Operations only Global stretched model: 4DVAR analysis in 30 minutes, 24H forecast in 20 minutes
Modifications in Operational Suites since Last Data Exchange Meeting (April 2005) • June 2005: Start of a chemical transport suite to issue air quality forecasts • July 2005: Start of a 3DVAR assimilation for Limited-Area Model (LAM) over Europe • January 2006: RS bias correction in global model
Chemical Transport Model Operational since 27/06/2005 • 3 domains: • Global/Europe/France • Horz. resolutions: 4°x4°, 0.5°x0.5°, 0.1°x0.1° • Observations • Observations currently only used for validation • Plans to move to assimilation • Forecasts of air quality up to 96H
3DVAR Limited Area Model Operational since 25/07/2005 • Assimilates same observations as operational global model • With the addition of • Meteosat-8 clear-sky IR radiances from instrument SEVIRI • T2m and q2m • Without: • Quikscat • Only over Europe • Using 3DVAR T. Montmerle
72H Forecast RMS Error of Global Models over Europe as Compared to RS Uniform Stretched HIRS, high frequency SATOB Aqua AMSU-A AMSU-B, Quikscat, EARS NOAA-16 NOAA-17 NCEP SST, sea-ice mask from SSM/I
Ocean Wave Models • 4 models: • Global stretched & uniform, Europe, France • Horz. resolutions: 1°, 1°, 0.25°, 0.1° • Global stretched & uniform models assimilate Jason-1 and Envisat altimeter wave height data • Forecasts up to 102H, 72H, 54H, 54H J.M. Lefevre
Observations Usage Summary N15,16,17,Aqua N18 GOES,MeteoSat, MTSAT Aqua,Terra
Current Test Suite Changes as compared to operational suite: • 46 model levels instead of 41 • Model top 0.1hPa instead of 1hPa • New radiation scheme • New physics scheme; now includes following prognostic variables • Cloud liquid water: in suspension, and falling • Cloud ice water: in suspension, and falling • Addition of NOAA-18 AMSU-A and MHS • Cloud-track winds from GOES and MTSAT now in BUFR • Addition of GPS ZTD monitoring over Europe
Current Coverage in Operations of NOAA/NASA AMSU-A Production cycle
Current Coverage in Operations of NOAA/NASA AMSU-A Assimilation cycle
Test suite Coverage for NOAA/NASA AMSU-A Assimilation cycle Addition of NOAA-18
Test Suite Coverage for Cloud-track Winds Addition of Aqua/Terra MODIS winds GOES&MTSAT-1R winds now BUFR
SSM/I Tests with only F13, F15 • Over oceans only • 250 km thinning • SSM/I-specific quality control: • Cloudy areas (CLWP > 0.1 kg.m-2) • Rainy areas (BT37V - BT37H < 40 K) E. Gérard
SSM/I Tests: Impact on AnalysisTotal Column Water Vapor With SSM/I First guess Analysis Without SSM/I SSM/I assimilation adds water in the tropics – but later increments stable E. Gérard
SSM/I Tests: Impact on AnalysisTotal Column Water Vapor Analysis with SSM/I Increments in SSM/I experiment Increments in control experiment Difference (analysis with SSM/I) minus (control analysis) E. Gérard
SSM/I Tests: Impact on Analysis Low Cloud Cover Difference More clouds with SSM/I Less clouds with SSM/I E. Gérard
SSM/I Tests: Impact on Forecast Geopotential Scores w.r.t. RS RMS Std. Dev. Bias Blue = Improvement Red = Degradation E. Gérard
GPS ZTD Tests GPSTransmitter radio link ground-based GPS receiver Atmospheric refractive index More than 500 stations over Europe, 11 processing centers more than 900 distinct data sources 1 mm ZTD approx. 0.5 hPa surface pressure 1 mm ZTD approx. 0.15 mm integrated water content
GPS ZTD Tests Station selection process
GPS ZTD Tests: Fit of ZTD Data by Processing Center w.r.t. Global Model Processing center with stations located in mountaineous area
GPS ZTD Tests: 4DVAR Assimilation Predicted model trajectory (forecast) Observations Analysis 1 2 3 4 5 6 7 Timeslots time -3H00 -2H30 +0H30 +1H30 +2H30 +3H00 -1H30 -0H30
GPS ZTD Tests • Fixed station selection • Fixed bias correction Blue = Improvement Red = Degradation • Automatic station selection • Sliding average bias correction Blue = Improvement Red = Degradation
GPS ZTD Tests: Quantitative Precipitation Forecasts over France (36H-12H) Frequency Bias Index WITHOUT GPS WITH GPS Equitable Threat Score WITH GPS WITHOUT GPS Probability of Detection False Alarm Rate
Radiosonde Minus Analysis Temperature Bias [contour = 1K] Switch to raw radiances ~1K at 150hPa
Plans for the Coming Year • 4DVAR assimilation in chemical transport model in test suite • GPS ZTD assimilation in operations (global model) • SSM/I assimilation in operations • AIRS assimilation in operations • GPS RO in test suite • Limited-area model over La Réunion • Transition of all suites to new platform
19th North America/Europe Data Exchange Meeting NOAA Silver Spring, MD May 3-5,2006 ! THANK YOU FOR YOUR ATTENTION !