DOI: 10.5194/hess-19-3273-2015
Scopus记录号: 2-s2.0-84938414003
论文题名: Early warning of drought in Europe using the monthly ensemble system from ECMWF
作者: Lavaysse C ; , Vogt J ; , Pappenberger F
刊名: Hydrology and Earth System Sciences
ISSN: 10275606
出版年: 2015
卷: 19, 期: 7 起始页码: 3273
结束页码: 3286
语种: 英语
Scopus关键词: Balloons
; Distribution functions
; Drought
; Forecasting
; Cumulative distribution function
; Ensemble systems
; European centre for medium-range weather forecasts
; Probabilistic forecasts
; Quantitative assessments
; Seasonal forecasts
; Standardized precipitation index
; Temporal pattern
; Weather forecasting
; climate prediction
; climatology
; drought stress
; ensemble forecasting
; index method
; precipitation assessment
; spatiotemporal analysis
; Europe
英文摘要: Timely forecasts of the onset or possible evolution of droughts are an important contribution to mitigate their manifold negative effects. In this paper we therefore analyse and compare the performance of the first month of the probabilistic extended range forecast and of the seasonal forecast from the European Centre for Medium-range Weather Forecasts (ECMWF) in predicting droughts over the European continent. The Standardized Precipitation Index (SPI-1) is used to quantify the onset or likely evolution of ongoing droughts for the next month. It can be shown that on average the extended range forecast has greater skill than the seasonal forecast, whilst both outperform climatology. No significant spatial or temporal patterns can be observed, but the scores are improved when focussing on large-scale droughts. In a second step we then analyse several different methods to convert the probabilistic forecasts of SPI into a Boolean drought warning. It can be demonstrated that methodologies which convert low percentiles of the forecasted SPI cumulative distribution function into warnings are superior in comparison with alternatives such as the mean or the median of the ensemble. The paper demonstrates that up to 40 % of droughts are correctly forecasted one month in advance. Nevertheless, during false alarms or misses, we did not find significant differences in the distribution of the ensemble members that would allow for a quantitative assessment of the uncertainty. © Author(s) 2015. Citation statistics:
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/78463
Appears in Collections: 气候变化事实与影响
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作者单位: European Commission, Joint Research Centre, Ispra (Va), Italy; European Centre for Medium-range Weather Forecasts, Reading, United Kingdom
Recommended Citation:
Lavaysse C,, Vogt J,, Pappenberger F. Early warning of drought in Europe using the monthly ensemble system from ECMWF[J]. Hydrology and Earth System Sciences,2015-01-01,19(7)