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Overview of methods for the verification of quantitative precipitation forecasts

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Precipitation: Advances in Measurement, Estimation and Prediction

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References

  • Atger F (2001) Verification of intense precipitation forecasts from single models and ensemble prediction systems. Nonlinear Proc Geoph 8:401–417

    Article  Google Scholar 

  • Barnes LR, Gruntfest EC, Hayden MH, Schultz DM, Benight C (2007) False alarms and close calls: A conceptual model of warning accuracy. Weather Forecast 22:1140–1147

    Article  Google Scholar 

  • Bougeault P (2002) WGNE survey of verification methods for numerical prediction of weather elements and severe weather events. CAS/JSC WGNE Report No. 18, Appendix C. http://www.wmo.ch/web/wcrp/ documents/wgne18rpt.pdf

    Google Scholar 

  • Briggs WM, Levine RA (1997) Wavelets and field forecast verification. Mon Weather Rev 125:1329–1341

    Article  Google Scholar 

  • Casati B, Ross G, Stephenson DB (2004) A new intensity-scale approach for the verification of spatial precipitation forecasts. Meteorol Appl 11:141–154

    Article  Google Scholar 

  • Cherubini T, Ghelli A, Lalaurette F (2002) Verification of precipitation forecasts over the Alpine region using a high-density observing network. Weather Forecast 17:238–249

    Article  Google Scholar 

  • Davis C, Brown B, Bullock R (2006) Object-based verification of precipitation forecasts. Part I: Methods and application to mesoscale rain areas. Mon Weather Rev 134:1772–1784

    Article  Google Scholar 

  • Ebert EE (2008) Fuzzy verification of high resolution gridded forecasts: A review and proposed framework. Meteorol Appl (in press)

    Google Scholar 

  • Ebert EE, McBride JL (2000) Verification of precipitation in weather systems: Determination of systematic errors. J Hydrol 239:179–202

    Article  Google Scholar 

  • Ebert EE, Damrath U, Wergen W, Baldwin ME (2003) The WGNE assessment of short-term quantitative precipitation forecasts. B Am Meteorol Soc 84:481–492

    Article  Google Scholar 

  • Ebert EE, Janowiak JE, Kidd C (2007) Comparison of near-real-time precipitation estimates from satellite observations and numerical models. B Am Meteorol Soc 88:47–64

    Article  Google Scholar 

  • de Elia R, Laprise R, Denis B (2002) Forecasting skill limits of nested, limited-area models: A perfect-model approach. Mon Weather Rev 130:2006–2023

    Article  Google Scholar 

  • Finley JP (1884) Tornado predictions. American Meteorological Journal 1:85–88

    Google Scholar 

  • Germann U, Berenguer M, Sempere-Torres D, Salvadè G (2006) Ensemble radar precipitation estimation – a new topic on the radar horizon. In: Proceedings 4th European Conference on Radar in Meteorology and Hydrology. 18–22 September 2006, Barcelona, Spain. http://www.erad2006.org

    Google Scholar 

  • Göber M, Wilson CA, Milton SF, Stephenson DB (2004) Fairplay in the verification of operational quantitative precipitation forecasts. J Hydrol 288:225–236

    Article  Google Scholar 

  • Hamill TM, Juras J (2006) Measuring Forecast Skill: Is it Real Skill or is it the Varying Climatology? Q J Roy Meteor Soc 132: 2905–2923

    Article  Google Scholar 

  • Harris D, Foufoula-Georgiou E, Droegemeier KK, Levit JJ (2001) Multiscale statistical properties of a high-resolution precipitation forecast. J Hydrometeorol 2:406–418

    Article  Google Scholar 

  • Hense A, Adrian G, Kottmeier CH, Simmer C, Wulfmeyer V (2003) Priority Program of the German Research Foundation: Quantitative Precipitation Forecast. Research proposal available at http://www.meteo.uni-bonn.de/projekte/SPPMeteo/reports/SPPLeitAntrag_English.pdf

    Google Scholar 

  • ICP (2007) Spatial Forecast Verification Methods Intercomparison Project (ICP). http://www.ral.ucar.edu/projects/icp/index.html

    Google Scholar 

  • Jenkner J, Dierer S, Schwierz C, Leuenberger D (2008a) Conditional QPF verification using synoptic weather patterns – a 3-year hindcast climatology (in preparation)

    Google Scholar 

  • Jenkner J, Dierer S, Schwierz C, Leuenberger D (2008b) Quantile–based short–range QPF evaluation over Switzerland (to be submitted)

    Google Scholar 

  • Jolliffe IT, Stephenson DB (2003) Forecast verification. A practitioner’s guide in atmospheric science. Wiley and Sons Ltd, 240 pp

    Google Scholar 

  • JWGV (2004) Forecast verification – Issues, methods and FAQ. http://www.bom.gov.au/bmrc/wefor/staff/eee/verif/verif_web_page.html

    Google Scholar 

  • Keil C, Craig GC (2007) A displacement-based error measure applied in a regional ensemble forecasting system. Mon Weather Rev 135:3248–3259

    Article  Google Scholar 

  • Leuenberger D (2005) High-resolution radar rainfall assimilation: Exploratory studies with latent heat nudging. Ph.D. thesis, ETH Zurich, Switzerland, Nr. 15884. http://e-collection.ethbib.ethz.ch/cgi-bin/show.pl?type=diss& nr=15884

    Google Scholar 

  • Marzban C, Sandgathe S (2006) Cluster analysis for verification of precipitation fields. Weather Forecast 21:824–838

    Article  Google Scholar 

  • Marzban C, Sandgathe S (2007) Cluster analysis for object-oriented verification of fields: A variation. Mon Weather Rev (in press)

    Google Scholar 

  • Mittermaier MP (2007) Improving short-range high-resolution model precipitation forecast skill using time-lagged ensembles. Q J Roy Meteor Soc 133:1–19

    Article  Google Scholar 

  • Murphy AH (1996) The Finley affair: A signal event in the history of forecast verification. Weather Forecast 11:3–20

    Article  Google Scholar 

  • Nurmi P (2003) Recommendations on the verification of local weather forecasts. ECMWF Tech. Memo 430:18.t http://www.ecmwf.int/ publications/library/ecpublications/_pdf/tm430.pdf

    Google Scholar 

  • Oberto E, Turco M, Bertolotto P (2006) Latest results in the precipitation verification over Northern Italy. COSMO Newsletter 6:180–184

    Google Scholar 

  • Richardson DS (2000) Skill and relative economic value of the ECMWF ensemble prediction system. Q J Roy Meteor Soc 126:649–667

    Article  Google Scholar 

  • Roberts NM, Lean HW (2007) Scale-selective verification of rainfall accumulations from high-resolution forecasts of convective events. Mon Weather Rev (in press)

    Google Scholar 

  • Rossa A, Arpagaus M, Zala E (2003) Weather situation-dependent stratification of precipitation and upper-air verification of the Alpine Model (aLMo). COSMO Newsletter 3:123–138

    Google Scholar 

  • Rossa AM, Arpagaus M, Zala E (2004) Weather situation-dependent stratification of radar-based precipitation verification of the Alpine Model (aLMo). ERAD Publication Series 2:502–508

    Google Scholar 

  • Rossa et al. (2005) The COST 731 Action MoU: Propagation of uncertainty in advanced meteo-hydrological forecast systems. http://www.cost.esf.org

    Google Scholar 

  • Schaake JC, Hamill TM, Buizza R, Clarke M (2007) HEPEX, the Hydrological Ensemble Prediction Experiment. B Am Meteorol Soc 88:1541–1547

    Article  Google Scholar 

  • Schubiger F, Kaufmann P, Walser A, Zala E (2006) Verification of the COSMO model in the year 2006, WG5 contribution of Switzerland. COSMO Newsletter 6:9

    Google Scholar 

  • Stamus PA, Carr FH, Baumhefner DP (1992) Application of a scale-separation verification technique to regional forecast models. Mon Weather Rev 120:149–163

    Article  Google Scholar 

  • Stanski HR, Wilson LJ, Burrows WR (1989) Survey of common verification methods in meteorology. World Weather Watch Tech. Rept. No.8, WMO/TD No.358, World Meteorological Organization, Geneva, Switzerland, 114 pp

    Google Scholar 

  • Stephenson DB (2000) Use of the ‘odds ratio’ for diagnosing forecast skill. Weather Forecast 15:221–232

    Article  Google Scholar 

  • Stephenson DB, Casati B, Wilson CA (2007) The extreme dependency score: A new non-vanishing verification measure for the assessment of deterministic forecasts of rare binary events. Meteorol Appl (in press)

    Google Scholar 

  • Steppeler J, Doms G, Schättler U, Bitzer H-W, Gassmann A, Damrath U, Gregoric G (2003) Meso-gamma scale forecasts using the non-hydrostatic model LM. Meteorol Atmos Phys 82:75–96

    Article  Google Scholar 

  • Wanner H, Salvisberg E, Rickli R, Schuepp M (1998) 50 years of Alpine Weather Statistics (AWS), Meteorol Z N.F. 7:99–111

    Google Scholar 

  • Wernli H, Paulat M, Hagen M, Frei C (2008) SAL – a novel quality measure for the verification of quantitative precipitation forecasts, Mon Weather Rev (submitted)

    Google Scholar 

  • Wilks DS (2006) Statistical methods in the atmospheric sciences. an introduction. 2nd edn. Academic Press, San Diego, 627 pp

    Google Scholar 

  • Wilson C (2001) Review of current methods and tools for verification of numerical forecasts of precipitation. COST717 Working Group Report on Approaches to verification. http://www.smhi.se/cost717/

    Google Scholar 

  • Yates E, Anquetin S, Ducrocq V, Creutin J-D, Ricard D, Chancibault K (2006) Point and areal validation of forecast precipitation fields. Meteorol Appl 13:1–20

    Article  Google Scholar 

  • Zala E, Leuenberger D (2007) Update on weather-situation dependent COSMO-7 verification against radar data. COSMO Newsletter 7:1–4

    Google Scholar 

  • Zawadzki I (1973) Statistical properties of precipitation patterns. J Appl Meteorol 12:459–472

    Article  Google Scholar 

  • Zepeda-Arce J, Foufoula-Georgiou E, Droegemeier KK (2000) Space-time rainfall organization and its role in validating quantitative precipitation forecasts. J Geophys Res 105:10129–10146

    Article  Google Scholar 

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Rossa, A., Nurmi, P., Ebert, E. (2008). Overview of methods for the verification of quantitative precipitation forecasts. In: Michaelides, S. (eds) Precipitation: Advances in Measurement, Estimation and Prediction. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-77655-0_16

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