The correspondence ratio in forecast evaluation

Citation
Dj. Stensrud et Ms. Wandishin, The correspondence ratio in forecast evaluation, WEATHER FOR, 15(5), 2000, pp. 593-602
Citations number
33
Categorie Soggetti
Earth Sciences
Journal title
WEATHER AND FORECASTING
ISSN journal
08828156 → ACNP
Volume
15
Issue
5
Year of publication
2000
Pages
593 - 602
Database
ISI
SICI code
0882-8156(200010)15:5<593:TCRIFE>2.0.ZU;2-N
Abstract
The correspondence ratio is developed to evaluate output from an ensemble o f numerical weather prediction models. This measure is a simple extension o f the threat score, or critical success index, to more than two fields and is used to measure the divergence of the forecast fields. The ratio is comp ared with two commonly used measures: the anomaly correlation, and the mean square error. Results indicate that the correspondence ratio is sensitive to the bias and, when calculated for several threshold values, can provide information beyond that supplied by the mean-square error and anomaly corre lation measures. The correspondence ratio is particularly useful in evaluat ing discontinuous Acids, such as precipitation. While no one measure can pr ovide a complete assessment of forecast success, this ratio provides useful information that can increase our understanding of model forecast quality.