Single-precision in the tangent-linear and adjoint models of incremental 4D-VAr
The use of single-precision arithmetic in ECMWF’s forecasting model gave a 40% reduction in wall-clock time over double-precision, with no decrease in forecast quality. However, using reduced-precision in 4D-Var data assimilation is relatively unexplored and there are potential issues with using sin...
Hauptverfasser: | Hatfield, S, McRae, A, Palmer, T, Düben, P |
---|---|
Format: | Journal article |
Sprache: | English |
Veröffentlicht: |
American Meteorological Society
2020
|
Ähnliche Einträge
Ähnliche Einträge
-
The Tangent-Linear and Adjoint Models of the NEPTUNE Dynamical Core
von: Edward D. Zaron, et al.
Veröffentlicht: (2022-11-01) -
Development of the tangent linear and adjoint models of the MPAS-Atmosphere dynamic core and applications in adjoint relative sensitivity studies
von: Xiaoxu Tian, et al.
Veröffentlicht: (2020-01-01) -
Reduced-precision parametrization: lessons from an intermediate-complexity atmospheric model
von: Saffin, L, et al.
Veröffentlicht: (2020) -
Improving weather forecast skill through reduced precision data assimilation
von: Hatfield, S, et al.
Veröffentlicht: (2017) -
Dual number-based variational data assimilation: Constructing exact tangent linear and adjoint code from nonlinear model evaluations
Veröffentlicht: (2021)