WSN05, 5-9 Sep.2005, Toulouse, France 1 Portable HRM Station Value Verification Package “ORMVERIF” Sultan Salim AL-Yahyai Fauzi Bader Al-Busaidi Khalid.

Slides:



Advertisements
Similar presentations
13 Febuary 2008GEO CBC Hannover Transfer of Regional NWP Capabilities to Developing Countries Detlev Majewski, Deutscher Wetterdienst, Germany
Advertisements

Slide 1ECMWF forecast products users meeting – Reading, June 2005 Verification of weather parameters Anna Ghelli, ECMWF.
Robin Hogan Ewan OConnor University of Reading, UK What is the half-life of a cloud forecast?
Robin Hogan Ewan OConnor Cloudnet level 3 products.
6th WMO tutorial Verification Martin GöberContinuous 1 Good afternoon! नमस्कार नमस्कार Guten Tag! Buenos dias! до́брый день! до́брыйдень Qwertzuiop asdfghjkl!
KMA will extend medium Range forecast from 7day to 10 day on Oct A post processing technique, Ensemble Model Output Statistics (EMOS), was developed.
1 Met Office, UK 2 Japan Meteorological Agency 3 Bureau of Meteorology, Australia Assimilation of data from AIRS for improved numerical weather prediction.
Validation of Satellite Precipitation Estimates for Weather and Hydrological Applications Beth Ebert BMRC, Melbourne, Australia 3 rd IPWG Workshop / 3.
Bookmaker or Forecaster? By Philip Johnson. Jersey Meteorological Department.
Daria Kluver Independent Study From Statistical Methods in the Atmospheric Sciences By Daniel Wilks.
European Storm Forecast Experiment Verification of Dichotomous Lightning Forecasts at the European Storm Forecast Experiment (ESTOFEX) Pieter Groenemeijer.
MOS Developed by and Run at the NWS Meteorological Development Lab (MDL) Full range of products available at:
Verification of Numerical Weather Prediction systems employed by the Australian Bureau of Meteorology over East Antarctica during the summer season.
Ensemble Post-Processing and it’s Potential Benefits for the Operational Forecaster Michael Erickson and Brian A. Colle School of Marine and Atmospheric.
1 Localized Aviation Model Output Statistics Program (LAMP): Improvements to convective forecasts in response to user feedback Judy E. Ghirardelli National.
COSMO General Meeting Zurich, 2005 Institute of Meteorology and Water Management Warsaw, Poland- 1 - Verification of the LM at IMGW Katarzyna Starosta,
Probabilistic forecasts of (severe) thunderstorms for the purpose of issuing a weather alarm Maurice Schmeits, Kees Kok, Daan Vogelezang and Rudolf van.
Verification has been undertaken for the 3 month Summer period (30/05/12 – 06/09/12) using forecasts and observations at all 205 UK civil and defence aerodromes.
COSMO General Meeting – Moscow Sept 2010 Some results from operational verification in Italy Angela Celozzi - Federico Grazzini Massimo Milelli -
Verification of extreme events Barbara Casati (Environment Canada) D.B. Stephenson (University of Reading) ENVIRONMENT CANADA ENVIRONNEMENT CANADA.
ECMWF WWRP/WMO Workshop on QPF Verification - Prague, May 2001 NWP precipitation forecasts: Validation and Value Deterministic Forecasts Probabilities.
4th Int'l Verification Methods Workshop, Helsinki, 4-6 June Methods for verifying spatial forecasts Beth Ebert Centre for Australian Weather and.
Application of low- resolution ETA model data to provide guidance to high impact weather in complex terrain Juha Kilpinen Finnish Meteorological Institute.
Available products for Seasonal forecasting J.P. Céron – Direction de la Climatologie.
EU COST Action 722: The Understanding of Fog Structure, Development and Forecasting Presented on behalf of the 13 participant countries 1. Background.
Heidke Skill Score (for deterministic categorical forecasts) Heidke score = Example: Suppose for OND 1997, rainfall forecasts are made for 15 stations.
Improving Ensemble QPF in NMC Dr. Dai Kan National Meteorological Center of China (NMC) International Training Course for Weather Forecasters 11/1, 2012,
Latest results in verification over Poland Katarzyna Starosta, Joanna Linkowska Institute of Meteorology and Water Management, Warsaw 9th COSMO General.
The latest results of verification over Poland Katarzyna Starosta Joanna Linkowska COSMO General Meeting, Cracow September 2008 Institute of Meteorology.
Requirements from KENDA on the verification NetCDF feedback files: -produced by analysis system (LETKF) and ‘stat’ utility ((to.
MODEL OUTPUT STATISTICS (MOS) TEMPERATURE FORECAST VERIFICATION JJA 2011 Benjamin Campbell April 24,2012 EAS 4480.
Short-Range Ensemble Prediction System at INM José A. García-Moya SMNT – INM 27th EWGLAM & 12th SRNWP Meetings Ljubljana, October 2005.
Application of Numerical Weather Prediction Prognoses to Operational Weather Forecasting in Hong Kong Pre-CAS Technical Conference on "Environmental Prediction.
Federal Department of Home Affairs FDHA Federal Office of Meteorology and Climatology MeteoSwiss Quantitative precipitation forecast in the Alps Verification.
Gregg Waller. Our Involvement… Volunteered to be an test site – installed under ATAN… Ran Apr 2007 national statistics with old verification system Installed.
Ui-Yong Byun, Song-You Hong, Hyeyum Shin Deparment of Atmospheric Science, Yonsei Univ. Ji-Woo Lee, Jae-Ik Song, Sook-Jung Ham, Jwa-Kyum Kim, Hyung-Woo.
1 Gridded Localized Aviation MOS Program (LAMP) Guidance for Aviation Forecasting Judy E. Ghirardelli and Bob Glahn National Weather Service Meteorological.
© Crown copyright Met Office Standard Verification System for Long-range Forecasts (SVSLRF) Richard Graham, Met Office Hadley Centre. With acknowledgements.
© 2009 UCAR. All rights reserved. ATEC-4DWX IPR, 21−22 April 2009 National Security Applications Program Research Applications Laboratory Ensemble-4DWX.
Status of AMDAR Implementation in Japan, Forecast Department, Japan Meteorological Agency Prepared for APSDEU-6 Seoul, Korea, 1 June 2005.
The LAMP/HRRR MELD FOR AVIATION FORECASTING Bob Glahn, Judy Ghirardelli, Jung-Sun Im, Adam Schnapp, Gordana Rancic, and Chenjie Huang Meteorological Development.
Page 1© Crown copyright 2005 Met Office Verification -status Clive Wilson, Presented by Mike Bush at EWGLAM Meeting October 8- 11, 2007.
Short Range Ensemble Prediction System Verification over Greece Petroula Louka, Flora Gofa Hellenic National Meteorological Service.
General Meeting Moscow, 6-10 September 2010 High-Resolution verification for Temperature ( in northern Italy) Maria Stefania Tesini COSMO General Meeting.
Operational verification system Rodica Dumitrache National Metorogical Administration ROMANIA.
Overview of WG5 activities and Conditional Verification Project Adriano Raspanti - WG5 Bucharest, September 2006.
MODIS Winds Assimilation Impact Study with the CMC Operational Forecast System Réal Sarrazin Data Assimilation and Quality Control Canadian Meteorological.
10th COSMO General Meeting, Cracow, Poland Verification of COSMOGR Over Greece 10 th COSMO General Meeting Cracow, Poland.
Comparison of LM Verification against Multi Level Aircraft Measurements (MLAs) with LM Verification against Temps Ulrich Pflüger, Deutscher Wetterdienst.
Verification methods - towards a user oriented verification The verification group.
Deutscher Wetterdienst FE VERSUS 2 Priority Project Meeting Langen Use of Feedback Files for Verification at DWD Ulrich Pflüger Deutscher.
Verification of C&V Forecasts Jennifer Mahoney and Barbara Brown 19 April 2001.
Global vs mesoscale ATOVS assimilation at the Met Office Global Large obs error (4 K) NESDIS 1B radiances NOAA-15 & 16 HIRS and AMSU thinned to 154 km.
ALADIN 3DVAR at the Hungarian Meteorological Service 1 _____________________________________________________________________________________ 27th EWGLAM.
Data Quality Monitoring in RA I Nairobi Regional Meteorological Center Eng. Henry Karanja
Centro Nazionale di Meteorologia e Climatologia Aeronautica Common Verification Suite Zurich, Sep 2005 Alessandro GALLIANI, Patrizio EMILIANI, Adriano.
11 Short-Range QPF for Flash Flood Prediction and Small Basin Forecasts Prediction Forecasts David Kitzmiller, Yu Zhang, Wanru Wu, Shaorong Wu, Feng Ding.
UERRA user workshop, Toulouse, 3./4. Feb 2016Cristian Lussana and Michael Borsche 1 Evaluation software tools Cristian Lussana (2) and Michael Borsche.
Intensity-scale verification technique
Verifying and interpreting ensemble products
COSMO Priority Project ”Quantitative Precipitation Forecasts”
Recent changes in the ALADIN operational suite
Binary Forecasts and Observations
MOS Developed by and Run at the NWS Meteorological Development Lab (MDL) Full range of products available at:
Quantitative verification of cloud fraction forecasts
COSMO-LEPS Verification
Ulrich Damrath Deutscher Wetterdienst
2007 Mei-yu season Chien and Kuo (2009), GPS Solutions
Impact of aircraft data in the MSC forecast systems
Short Range Ensemble Prediction System Verification over Greece
Presentation transcript:

WSN05, 5-9 Sep.2005, Toulouse, France 1 Portable HRM Station Value Verification Package “ORMVERIF” Sultan Salim AL-Yahyai Fauzi Bader Al-Busaidi Khalid Khamis Al-Jahwari Directorate General of Civil Aviation and Meteorology, Sultanate of Oman

WSN05, 5-9 Sep.2005, Toulouse, France2 Location of Oman

WSN05, 5-9 Sep.2005, Toulouse, France3 Aim of the Project MONITORING THE BEHAVIOR OF THE MODELS HIGHLIGHTS THE STRENTHS & WEAKMESSES OF THE MODELS Try To TUNE THE MODEL TO EVALUATE THE FORECASTS OF OMAN REGIONAL MODEL (ORM).

WSN05, 5-9 Sep.2005, Toulouse, France4 Design Issues Stations Grouping Station with similar topographical features Costal Station Actual Station height – model grid point height <= X m Verification Scheme Most representative Grid Point. Interpolation of the surrounding Grid Points

WSN05, 5-9 Sep.2005, Toulouse, France5 Design Issues T 2m (  C ) Max temp. 2m (  C ) Min Temp. 2m (  C ) TD 2m (  C ) MSL Pressure (hPa) FF 10m ( knots ) DD 10m (degrees). Total Presp. Amount of low clouds DPD Continuous ElementsCategorical Elements Elements to be verified

WSN05, 5-9 Sep.2005, Toulouse, France6 Design Issues OBS utc day A-3 A-3 A-2 A-2 A-1 A-1 A 12h fct 24h fct 36h fct 48h fct 60h fct 72h fct 0h fct Model run Forecast Range to be verified

WSN05, 5-9 Sep.2005, Toulouse, France7 Design Issues OBS Quality Control 1) Elements value thresholds 2) Comparing OBS with model first guess

WSN05, 5-9 Sep.2005, Toulouse, France8 Design Issues Hit rate with a margin of error Bias Root Mean Squared Error (RMSE): OBS NoYes ba FCT dcNo  Hit rate  Probability of detection(POD)  False Alarm Rate (FAR)  Threat Score (TS)  Frequecy bias(FB)  Heidke Skill Score ( HSS ) Continuous Elements Categorical Elements Statistics to be used

WSN05, 5-9 Sep.2005, Toulouse, France9 Implementation ormverif NWP machine DMO (FCT) MOS OBS MSS Windows based My SQL ODBC

WSN05, 5-9 Sep.2005, Toulouse, France10 Main Menu

WSN05, 5-9 Sep.2005, Toulouse, France11 Averaging Data Plotter

WSN05, 5-9 Sep.2005, Toulouse, France12 Table Viewer

WSN05, 5-9 Sep.2005, Toulouse, France13 Future Work Implementing the Interpolation verif. Schema Superimposing the Results of the verif. For more than one model Verifying the upper levels data Verifying the Wave Model

WSN05, 5-9 Sep.2005, Toulouse, France14 ORMVERIF Availability Package available on request for WMO members: Brazilian navy, UAE Met., Vietnam met., malaysia met. User Manual Tech. Documentation

WSN05, 5-9 Sep.2005, Toulouse, France 15 Thank You