Dynamical properties of Model Output Statistics forecasts
| dc.contributor.author | Vannitsem, S. | |
| dc.contributor.author | Nicolis, C. | |
| dc.coverage.temporal | 21st century | |
| dc.date | 2008 | |
| dc.date.accessioned | 2016-03-07T16:16:57Z | |
| dc.date.accessioned | 2021-12-09T09:53:50Z | |
| dc.date.available | 2016-03-07T16:16:57Z | |
| dc.date.available | 2021-12-09T09:53:50Z | |
| dc.identifier.uri | https://orfeo.belnet.be/handle/internal/8760 | |
| dc.description | The dynamical properties of forecasts corrected using model output statistics (MOS) schemes are explored, with emphasis on the respective role of model and initial condition uncertainties. Analytical and numerical investigations of low-order systems displaying chaos indicate that MOS schemes are able to partly correct the impact of both initial and model errors on model forecasting. Nevertheless the amplitude of the correction is much more sensitive to the presence of (state dependent) model errors, and if initial condition errors are much larger than model uncertainties then MOS schemes become less effective. Furthermore, the amplitude of the MOS correction depends strongly on the statistical properties of the phase space velocity difference between the model and reference systems, such as its mean and its covariance with the model predictors in the MOS scheme. Large corrections are expected when the predictors are closely related to the sources of model errors. The practical implications of these results are briefly discussed. | |
| dc.language | eng | |
| dc.publisher | IRM | |
| dc.publisher | KMI | |
| dc.publisher | RMI | |
| dc.relation.ispartofseries | Montlhy Weather Review, Vol 136 | |
| dc.title | Dynamical properties of Model Output Statistics forecasts | |
| dc.type | Article | |
| dc.subject.frascati | Earth and related Environmental sciences | |
| dc.audience | General Public | |
| dc.audience | Scientific | |
| dc.subject.free | Model output statistics | |
| dc.subject.free | Model errors | |
| dc.source.issue | Montlhy Weather Review, Vol 136 | |
| dc.source.page | p 405-419 | |
| Orfeo.peerreviewed | Not pertinent |
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