World Weather Research Programme (WWRP)



Forecast Verification Research

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  • To plan and implement the verification component of WWRP;
  • To serve as a focal point for the development and dissemination of new verification methods for WWRP and EPAC, as required;
  • To facilitate and encourage training and dissemination of information on verification methodologies;
  • To take into account the needs of users so as to ensure the relevance of the practice of forecast verification;
  • To facilitate the development and application of improved diagnostic verification methods to assess and enable improvement of the quality of weather forecasts, including forecasts from numerical weather and climate models;
  • To encourage the sharing of observational data for verification purposes;
  • To encourage greater awareness in the research community of the importance of verification as a vital part of numerical and field experiments rather than an "afterthought";
  • To promote collaboration among scientists conducting research on various aspects of forecast verification as well as with model developers and forecast providers; and
  • To collaborate on forecast verification with the Working Group on Numerical Experimentation (WGNE) and WCRP and in coordination with CBS.



  • 7th International Verification Methods Workshop (7IVMW)
    (Berlin, 3-11 May)
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          1st announcement


  • JWGFVR launches the Challenge to Develop and Demonstrate the Best New User-Oriented Forecast Verification Metrics More....  

          Flyer to download

  • Forecast Verification Research Working Group Meeting
      (Bologna, Italy, 19-21 September 2016)

  • WWRP is pleased to announce that the Sixth International Verification Methods Workshop was successfully held in New Delhi, India from 13-19 March 2014. The goal of the workshop is to promote recent advances in the theory and practice of verification of weather and climate forecasts worldwide. The workshop welcomed participants from operational, research, and forecast user communities to discuss methods for more effectively measuring and conveying the accuracy and utility of forecasts and warnings. The workshop included both a tutorial session (March 13-15) and a scientific program (March 16-19). The scientific program featured keynote addresses as well as contributed talks and posters on new verification techniques and issues related to the practice of forecast verification.
  • Verification methods for tropical cyclone forecasts (WWRP 2013-7)
  • Recommended Methods for Evaluating Clouds and Related Parameters  (WWRP 2012-1)
  • Forecast Verification Method Inter-comparison Project (ICP): Several members of the Joint Working Group on Forecast Verification Research have participated in the ICP, which is an effort to provide useful information on new verification approaches that have been developed in the last few years.  The initial focus has been on spatial verification aproaches including object based methods, scale separation approaches, neighborhood methods and field morphing approaches.  The methods were all applied to the same datasets, including some artificial cases that allow easy interpretation, as well as some high resolution model forecasts from the central US.  The results of these studies are now available for early release as a  special collection in the journal Weather and Forecasting.  At a recent informal workshop for this project plans were developed to extend the project to new datasets and variables.  This project is a significant step toward development of a verification method testbed, which would be supported by this Joint Working Group.
Projects and Activities
Working Group Members

  • Special Issue of Meteorological Applications on Forecast Verification
  • Verification guidance and support for WWRP forecast and research demonstration projects (e.g. MAP D-PHASE, Beijing Olympics)
  • Documentation of recommended methods for specific applications (e.g. precipitation)
  • Workshops on new verification methods;
  • Education and outreach, including web tools and tutorials on verification methods;
  • Development of a Real Time Forecast Verification (RTFV) system;
  • User-focused verification approaches and
  • Methods intercomparisons


co-Chair: Marion MITTERMAIER (Met Office)

co-Chair: Lawrence WILSON (ECCC)


Barbara BROWN (NCAR)
Caio Augusto dos Santos COELHO (CPTEC)
   Thomas HAIDEN (ECMWF) Stephanie LANDMAN (SAWS)
     Chiara MARSIGLI (ARPA)

Past Meetings

Past Events

Annual Meeting of the JWGFVR (Sofia, Bulgaria, 9-10 September 2015) Meeting Notes new icon

Annual Meeting of the Joint (WWRP/WGNE) Working Group on Forecast Verification Research (Montreal, Canada, 22-23 August 2014) Meeting Notes  

Annual Meeting of the Joint (WWRP/WGNE) Working Group on Forecast Verification Research (Macao, China 24-25 October 2013)
Meeting Notes

Joint Meeting of JWGFVR and WG TMR (Macao, China 26 October 2013)

Annual Meeting of the Joint (WWRP/WGNE) Working Group on Forecast Verification Research (Berlin, 8 to 10 September 2011) Minutes & Presentations

Joint Meeting of the JWGFVR and WG SERA (Toulouse, France, 27-29 September 2010) Agenda, Presentations with Action Sheet and Meeting Notes

Roving Seminar on Verification (Jakarta, 17-19 November 2015)

Sixth International Verification Methods Workshop (New Delhi, 13-19 March 2014) Scientific/Tutorial

Fifth International Verification Methods Workshop (Melbourne, 1-7 December 2011) Minutes of JWGFVR post-workshop meeting

Special session on Forecast Verification AM5 " Verification and quality of probabilistic forecast guidance" at the ECAM/EMS Conference (Berlin, 12-16 September 2011)

Hands on weather forecast verification training by WWRP JWGFVR member Pertti Nurmi (FMI) under the bilateral Finnish-Peruvian project for increased capacity building of Servicio Nacional de Meteorologia e Hidrologia del Peru (SENAMHI) Lima, Peru (22 November to 2 December 2010)

Summer Colloquim on Forecast Verification (NCAR Boulder CO USA, 6-28 Jun 2010)

JWGFVR Publications

Verification methods for tropical cyclone forecasts (2014)

Recommended Methods for Evaluating Clouds and Related Parameters
(WWRP 2012-1)

Proceedings of the Fourth International Verification Methods Workshop (Helsinki, Finland, 8-10 June 2009) (WMO/TD-No.1540 WWRP 2010-1)

Recommendations for the Verification and Intercomparison of QPFs and PQPFs from Operational NWP Models - Revision 2 October 2008 (WMO/TD-No.1485 WWRP 2009-1)

Scientific publications of interest


Special Issue of Meteorological Applications
on Forecast Verification (Volume 15,Issue1)

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WWRP/WGNE Joint Working Group on Forecast Verification Research (JWGFVR)







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