Decision-making from probability forecasts based on forecast value

被引:69
|
作者
Mylne, KR [1 ]
机构
[1] Meteorol Off, Bracknell RG12 2SZ, Berks, England
关键词
D O I
10.1017/S1350482702003043
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
A method of estimating the economic value of weather forecasts for decision-making is described. This method has recently been used for user-oriented verification of probability forecasts, but is here applied to aid forecast users in optimising their decision-making from probability forecasts. Value may be calculated in the same way for either probability forecasts or deterministic forecasts, and thus provides the user with a direct comparison of the value of each in terms of money saved, which is more relevant than most standard verification scores. The method is illustrated using site-specific probability forecasts generated from the ECMWF ensemble prediction system and deterministic forecasts from the ECMWF high-resolution global model. It is found that for most forecast events and for most users the probability forecasts have greater value than the deterministic forecasts from a higher resolution model.
引用
收藏
页码:307 / 315
页数:9
相关论文
共 50 条