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Page 1© Crown copyright 2005 SRNWP – Revised Verification Proposal Clive Wilson, COSMO Annual Meeting September 18-21, 2007
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Page 2© Crown copyright 2005 Original Draft Proposal (not submitted to EUMETNET) 2 aims Development of a common verification package Realization of an operational model intercomparison Further aims Provide new methods (fuzzy etc) Allow non-GTS observation data Radar composites (esp. OPERA) Responsible Member would: Write & maintain code of package Compute comparison scores, website & archive Find NMS(or ECMWF) to host non-GTS data hub Motivate NMSs to contribute non-GTS data to hub
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Page 3© Crown copyright 2005 Not submitted because: Not fully agreed Too ambitious- underestimate time/effort needed to develop new code & package No one indicated wish to be responsible member Major centres and consortia already had most of proposed functionality in own packages EUMETNET reluctant to agree proposed cost (1FTE scientist + travel +25% programme manager)
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Page 4© Crown copyright 2005 New (draft) proposal – staged aims 1.Inititiate a “realistic” intercomparison based on Exchange of forecasts from main models at 3-4 centres (format – GRIB then interoperability to define) Met Office NAE - 12km Hirlam reference - 15km Aladin France - 10km COSMO-EU - 7km Use existing packages Accept different station selection, QC (difficult to mandate/change at op. centres) Verify common scores for same parameters over common areas Compare and contrast results to reach “consensus” Extension of existing precip. verification done by Met Office
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Page 5© Crown copyright 2005 Current Intercomparison of precipitation forecasts
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Page 6© Crown copyright 2005 External Met Office website- European Precipitation comparison http://www.metoffice.gov.uk/research/nwp/numeric al/precipitation/emip.html user : viewprecip pwd: rain4you Models: Hirlam reference COSMO-EU (DWD lokall) Aladin (MeteoFrance) UM – North Atlantic European COSMO-7 (MeteoSwiss) Verified against British Isles Nimrod radar composite
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Page 7© Crown copyright 2005
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Page 8© Crown copyright 2005 External Met Office website- European Precipitation comparison 24h accumulations thresholds : 0.125, 0.25, 0.5, 1.0, 2.0, 4.0, 8.0, 12.0, 16.0, 20.0, 24.0, 32.0 and 48.0 mm Scores frequency bias Equitable Threat Score (ETS) log-odds ratio Extreme Dependency Score 00 UTC run of each model since the beginning of January 2004 Means, timeseries & ascii contingency tables
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Page 9© Crown copyright 2005 Some Example results
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Page 10© Crown copyright 2005 Latest results
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Page 11© Crown copyright 2005 New (draft) proposal – later staged aims 2.Add higher resolution forecasts to intercomparison 3.Methods/code for high resolution forecasts Collaborate on investigation of new methods Intercomparison studies for set of forecasts from single model(s) (cf NCAR project with WRF) Provide code for new methods Enable access to radar composites (OPERA) 4.Non-GTS data & hub Much greater financial and staff resources
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Page 12© Crown copyright 2005 Why new draft may be acceptable Practical & pragmatic Stage 1 does not involve large cost or require extensive code changes Stage 1 addresses primary concern (of EUMETNET directors) for meaningful verification of operational models Stage 2 addresses new challenge of high resolution – still active research topic Stage 3 will be necessary to evaluate and assess future operational high resolution models
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Page 13© Crown copyright 2005 Questions & Answers
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