Probabilistic Evaluation of the Multicategory Seasonal Precipitation Re-Forecast
نویسندگان
چکیده
The Meteo-France seasonal forecasting system 7 provides a 7-month forecast range with 25 ensembles. precipitation re-forecast (from May to November 1993–2015) was evaluated by the Brier score in terms of accuracy and reliability based on tercile probabilities. Multiple analyses were performed assess robustness score. These results show that spatial distribution depends significantly thresholds, reference data, sampling methods, ensemble types. Large probabilistic errors over dry regions land Nino Pacific can be reduced adjusting thresholds. identified when they insensitive different analysis methods. All detected increase/decrease lead time tropical Indian/Pacific Ocean. intra-seasonal reveals some these are inherited from monthly forecasts, which may related large-scale, short-term variability modes. A new confidence interval calculation formulated for “uncertain” case data. at 95% level mean entire region quantified. best estimations ~6% both above below-normal terciles.
منابع مشابه
Probabilistic forecast of daily areal precipitation focusing on extreme events
A dynamical downscaling scheme is usually used to provide a short range flood forecasting system with highresolved precipitation fields. Unfortunately, a single forecast of this scheme has a high uncertainty concerning intensity and location especially during extreme events. Alternatively, statistical downscaling techniques like the analogue method can be used which can supply a probabilistic f...
متن کاملProbabilistic high-resolution forecast of heavy precipitation over Central Europe
Abstract. The limited-area ensemble prediction system COSMO-LEPS has been running operationally at ECMWF since November 2002. Five runs of the non-hydrostatic limited-area model Lokal Modell (LM) are available every day, nested on five selected members of three consecutive 12-h lagged ECMWF global ensembles. The limited-area ensemble forecasts range up to 120 h and LM-based probabilistic produc...
متن کاملprobabilistic precipitation forecast using post processing of output of ensemble forecasting system
accurate quantitative precipitation forecasts (qpfs) have been always a demanding and challenging job in numerical weather prediction (nwp). the outputs of ensemble prediction systems (epss) in the form of probability forecasts provide a valuable tool for probabilistic quantitative precipitation forecasts (pqpfs). in this research, different configurations of wrf and mm5 meso-scale models form ...
متن کاملReliability Diagrams for Multicategory Probabilistic Forecasts
The most common method of verifying multicategory probabilistic forecasts such as are used in probabilistic quantitative precipitation forecasting is through the use of the ranked probability score. This single number description of forecast accuracy can never capture the multidimensional nature of forecast quality and does not inform the forecaster about the sources of forecast deficiencies. A...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Meteorology
سال: 2022
ISSN: ['2674-0494']
DOI: https://doi.org/10.3390/meteorology1030016