With the introduction of diabatic processes in the forward and adjoint tang
ent models of the European Centre for Medium-Range Weather Forecasts's mode
l, it is possible to determine singular vectors (SVs) for situations where
diabatic physics may be important in producing perturbation growth. In this
paper, the linear physical parametrizations are used to compute SVs for th
e tropical region, or subsets thereof, with an optimization time of 48 h. P
erturbation growth is measured in terms of the so-called total energy norm,
augmented with a term for specific humidity.
Difficulties that may arise in computing tropical SVs, such as associated w
ith spurious upper-tropospheric perturbation growth, are described. Also, t
he impact on the SV structure by including a specific-humidity term in the
defining norm is discussed. Using a term for specific humidity based on bac
kground-error statistics in the norm. at initial time yields SVs with a mor
e realistic specific-humidity vertical profile.
SVs are determined in various configurations for two tropical cyclones. Res
ults show that targeting in the vicinity of the cyclone is required to obta
in SVs associated with the cyclone dynamics. The dominant targeted SVs for
tropical cyclones show resemblance to fast-growing structures found for ide
alized vortices.