A Case Study of Polar Low over the Japan Sea
-- Part Two: The Numerical Simulation
FU Gang1,2, LIU Qinyu1 H.
NIINO2, R. KIMURA2 and WU Zengmao1
(received 1997/9/18, revised 1998/4/25, accepted
1998/5/15)
ABSTRACT
Following the results of the analysis of a typical polar low event that
occurred on February 26, 1996 over the Japan Sea, the JSM (Japan Spectral
Model) was used to simulate the development of this polar low event. Based
on the detailed JSM outputs, the evolution and structure of this polar
low is discussed in two stages, corresponding to the initial and mature
stages. At the initial stage, the polar low generates in a baroclinic zone.
In addition, the PV (Potential Vorticity) analysis indicates that an approaching
upper-level PV anomaly later intensified the low-level cyclonic circulation.
At the mature stage, strong sea surface fluxes from the relatively warm
waters of the Japan Sea give rise to the instability of the low-level.
Consequently, the vertical convection occurs due to the low-level convergence
and the release of latent heat takes place through the convection. The
CISK-like process supplies a mechanism for further development of the polar
low. The analysis of vorticity indicates that the Changbai Mountain provides
the positive vorticity contribution to the polar low.
(Key words: polar lows, Japan Spectral Model, numerical simulation,
CISK-like process)
1 College of Physical and Environmental Oceanography,
Ocean University of Qingdao, Qingdao 266003
2 Division of Marine Meteorology, Ocean Research
Institute, University of Tokyo, 164 Tokyo, Japan
INTRODUCTION
Thus far, only several numerical simulations of polar lows based on observations
have appeared in literature. As pointed out by Businger and Reed (1989),
the modeling of the polar low poses a challenging problem to the numerical
models. This is mainly due to the relatively coarse resolution of the most
models (as compared to the small scale of the polar low), to a lack of
detailed initial conditions, and to the incomplete parameterization schemes
used for boundary layer and convective processes. In recent years, several
studies with numerical models have shown that high horizontal resolution,
accurate SST, and appropriate convective parameterization schemes are important
for the simulation of polar lows.
Although numerical research on polar lows has made some progress in
areas such as the Norwegian Sea, the Gulf of Alaska, and the Labrador Sea
(Grf nås, et al., 1987;
Nordeng, 1987; Nordeng and Rasmussen, 1992; Mailhot, et al., 1996), there
have been comparatively less numerical studies of polar lows over the Japan
Sea . In the second part of this paper, following our preliminary results
of the analysis of a typical polar low, which occurred over the Japan Sea
on February 26, 1996, we will use JSM to investigate in more detail various
aspects of the evolution and structure of this polar low.
THE MODEL DESCRIPTION
JSM is a limited-area spectral model which was developed by the JMA (Japan
Meteoro-logical Agency) for operational forecasts (Segami et al., 1989).
The main features of JSM are summarized in Table 1. The model is formulated
in terms of the primitive equations in ? coordinates.
The spectral method with a time-dependent lateral boundary condition (Tatsumi,
1986) is adopted in the model. The vertical levels are 19-?
levels in the present study. The model expresses horizontal fields of model
variables by the double Fourier series. The transform grids are 97´
97 points in the zonal and meridional directions, respectively. The horizontal
spacing of the model grids is chosen to be 40 km at 60oN for
the north polar stereographic projection. The distribution of the SST is
the daily-analyzed value.
Table.
1 Specification of the JSM (Japan Spectral Model)
The horizontal momentum diffusion in the model is employed as the linear
fourth-order Laplacian form, i.e., Fx = -KdÑ
4u, Fy = - KdÑ
4v. Kd is the diffusion coefficient. The precipitation
processes in the model are the moist convective adjustments for the sub-grid-scale
convection, which was proposed by Gadd and Keers (1970), large-scale condensation
and evaporation of raindrops. Surface fluxes are calculated by a bulk method.
The turbulent closure model is used for vertical diffusions. The ground
temperature is calculated with a four-layer model. Radiation is taken into
account only for the calculation of the ground temperature.
THE FULL-PHYSICS SIMULATION
The calculation domain, as well as the topography and the sea surface temperature,
of the present study are shown in Figure 1. Some features, such as the
Changbai Mountain in the Eurasian Continent and Fuji Mountain in the Japan
Islands, for example, are relatively represented in the topography field.
Although most areas of topography are well depicted, the model mountains
are not quite high enough in comparison to the real topography. As emphasized
in numerous studies, polar lows are sensitive to the variations of SST,
so detailed SST is analyzed in order to obtain a good representation of
the polar low development. The initial value of the simulation was set
at 00 UTC on February 26, 1996. The boundary value of the model is given
by GANAL (JMA global objective analysis) data.
Fig.
1 The fields of topography (solid line, every 200 m) model and the
sea surface temperature (dashed line, every 0.5oC) on February
26, 1996, used by the JSM.
The description of the initial situation
At the initial time of the simulation, a surface low center with 1013
hPa was found at approximately 124.8oE, 43.5oN (Figure
2a). On the western side of this low center, northwesterly surface winds
advected colder air southeastward. A core of cold air with the temperature
of --10 oC or below was found. As stated in the first part of
this paper, a strong baroclinic zone in the lower troposphere (1000 hPa
~ 700 hPa) was maintained over the area 36oN ~ 42oN,
115oE ~ 125 oE.
Fig.
2 The initial conditions at 00 UTC on February 26, 1996. (a) The sea
level pressure (solid line, in hPa) and surface temperature (dashed line,
in oC), (b) The 500 hPa geopotential height (solid line, in
m) and relative vorticity (dashed line, in 10-5s-1).
The position of the surface low center is indicated by a black dot.
The upper level situation was that a 500 hPa short wave trough was located
around 121.5oE, 43.8oN, about 500 km upstream of
the surface low (Figure 2b). The maximum 500 hPa vorticity associated with
the trough was 2.7´ 10-4s-1.
The large-scale situation described here provided a favorable condition
for the development of a baroclinic cyclone.
The evolution and structure of the polar low
Figure 3a ~ 3d show the 500 hPa geopotential height and temperature
fields at 6-h intervals since 12 UTC on February 26, 1996, for this simulation.
The location of the surface low center is indicated by a black dot. The
500 hPa short wave amplifies and propagates rapidly southeastward during
the first 12-h integration. By 12 UTC on February 26, 1996 (12-h forecast),
the surface low has deepened 7 hPa (drops to 1008 hPa), and the surface
low center is located around 300 km southeast underneath the 500 hPa geopotential
height field center (Figure 3a). The lower-level atmosphere has developed
a more idealized baroclinic structure. The propagating 500 hPa short wave
supports the development of the surface low. This pattern persists over
the next time period, while both the surface low and the 500 hPa short
wave continue to move eastward. During their eastward movement (Figure
3b), the 500 hPa short wave propagates faster than the surface low and
overtakes the surface low. By 24-h (00 UTC on February 27, 1996, Figure
3c) the surface low is almost directly underneath the 500 hPa geopotential
height field center. The upper and lower level circulations are coupled
with no vertical tilt. By 30-h (06 UTC on February 27, 1996, Figure 3d),
the 500 hPa geopotential height field center has moved to the east of the
surface low center. The condition unfavorable to further development has
formed and suggests the end of the mature stage of the polar low and the
beginning of its decay.
The 12-h forecast valid at 12 UTC on February 26, 1996, shows that the
surface polar low center with 1008 hPa has reached 129.9oE,
41.5oN (Fig. 4a). It is a very interesting phenomenon that at
this time the rear-half of the surface polar low system is still situated
over the land. However, its preceding half part has reached to the Japan
Sea. As indicated in the first part of this paper, the SST in the Japan
Sea is much warmer. The underlying surface in which the temperatures are
quite different will affect the rear and preceding half parts of the polar
low quite differently. The analysis of heat fluxes indicates that there
are larger surface heat fluxes from the Japan Sea into the preceding half
part of the polar low in association with the strong winds. However, the
heat fluxes from the land into the rear part of the polar low are rather
small; in addition the winds are also much weaker.
The instability of the air over the sea can be clearly seen from the
vertical cross section along the line EF indicated in Figure 4a because
of ¶ q e /¶
p > 0 (Figure 4b). But the rear part of the air over the land is stable,
for ¶ q e/¶
p < 0. This contrast between different underlying surfaces clearly shows
that the stable air from land will become unstable after moving over to
the warm sea surface. As time passes, the whole of the polar low will gradually
move from the land to the sea. By 24-h (00 UTC on 27 February 1996), the
surface low center with 1002 hPa has reached 133.4oE, 42.3oN
(Figure 5a). The maximum surface wind speed reaches 20 s-1.
The 500 hPa geopotential field and temperature field coincide in phase
with each other, and the relative vorticity reaches 2.8 f (Figure
5b). Combined with the analysis of GMS-5 satellite images, it is suggested
that the polar low was in the mature stage at that time.
Fig.
3 The 500 hP a geopotential height (solid line, in m) and temperature
(dashed line, in oC) for the full-physics simulation. (a) 12-h
forecast at 12 UTC on February 26, 1996, (b) 18-h forecast at 18 UTC on
February 26, 1996, (c) 24-h forecast at 00 UTC on February 27, 1996, (d)
30-h forecast at 06 UTC on February 27, 1996. The position of the surface
low center is indicated by a black dot.
Figure 6a shows the PV (Potential Vorticity) anomaly in the layer of 300
hPa to 400 hPa after 24-h integration (00 UTC on February 27, 1996). This
figure clearly indicates that there exists a positive PV anomaly in the
upper-level. The maximum PV value in the layer of 300 hPa to 400 hPa is
around 6.5 PVU ( 1 PVU = 10-6 KPa-1m s-3 ).
Figure 6b, the vertical cross section of PC along the line GH, shows
that air of stratospheric origin marked by PV with a value >1 PVU, extended
from upper level to about 700 hPa. The decent of high-PV air from the upper-level
will intensify the low-level cyclonic circulation (Hoskins et al., 1985).
Fig.
4 The 12-h forecast at 12 UTC on February 26, 1996. (a) Sea level pressure
(solid line, in hPa). The position of the cross-section is indicated by
line EF, (b) The vertical distribution of the equivalent potential temperature
along the line EF(in K).
Figure 7a shows the horizontal distribution of surface fluxes of sensible
and latent heat at 00 UTC on February 27, 1996. A higher anomaly of heat
fluxes on the order of 550 Wm-2 is found in the vicinity of
the polar low center. The equivalent potential temperature q
e, along the line GH, shows the presence of instability (¶
q e/¶ p > 0)
in the lower atmosphere (Figure 7b). The creation of this low-level instability
is attributed to destabilization by larger surface fluxes of sensible and
latent heat in this region. At the same time, the surface divergence field
indicates that there is a strong convergence center that corresponds to
the heat fluxes anomaly center. The low-level atmosphere is moisture because
the relative humidity at the surface is high in the area of the polar low
center. In the upper level, a high divergence center in concurrence with
the convergence center below is found. The low-level moisture convergence
and divergence aloft in the polar low central area drives a strong upward
motion over -20 hPa hour-1 over the surface polar low center
(Figure 7b). This indicates that shallow convection occurred.
Fig.
5 The 24-h forecast at 00 UTC on February 27, 1996. (a) Sea level pressure
(solid line, in hPa) and wind speed (in m s-1). Line GH is the
cross-section line for later use, (b) The 500 hPa geopotential height (solid
line, in m) and temperature (dashed line, in oC). The shaded
area indicates the relative vorticity greater than 1.5´
f ( f: Coriolis parameter).
Fig.
6 The 24-h forecast at 00 UTC on February 27, 1996. (a) The PV anomaly
in the 300 hPa to 400 hPa layer (in PVU, 1 PVU = 10-6KPa-1m
s-3), (b): The cross-section of PV (solid line, in PVU) and
potential temperature (dashed line, in K) along the line GH. The thick
arrow indicates the surface polar center.
The vertical convection occurs due to the environmental low-level moisture
convergence, and the release of latent heat takes place through the convection.
The diabatic heating drives the low-level convergence to maintain a favorable
condition for further convection. This CISK-like process supplies a mechanism
for further development of the polar low.
Fig.
7 After 24-h forecast at 00 UTC on February 27, 1996. (a) The surface
fluxes of sensible heat and latent heat (in Wm-2). The shaded
area indicates the heat fluxes greater than 520 Wm-2, (b): The
vertical p-velocity (solid line, in hPa/hour) and equivalent potential
temperature (dashed line, in K) along the line GH. The position of the
surface polar low center is indicated with a thick arrow.
The dissipated stage of the polar low is not only marked by the upper-level
vorticity center having moved to the east of the surface low center, but
also by the ceasing convection (¶ q
e/¶ p »
0). As there is the lack of energy supplies, the polar low tends to decay
after 30-h integration.
The effect of Changbai Mountain
Although the strengthening effects upon the polar low due to the topography
of Greenland, Iceland and the Spitsbergen mountains have been noted by
Grf nås et al. (1987), the mechanism has
not been analyzed in detail.
As indicated in the first part of this paper, the polar low passed over
Changbai Mountain around 12 UTC on February 26, 1996. Here, the question
of what the influence of Changbai Mountain is upon this polar low will
be examined.
According to the vorticity equation in isobaric coordinates:
¶ z
/¶ t = - V·
Ñ (z +f)
- w ¶ z /¶
p - (z +f) Ñ
· V + k·
(¶ V/¶
p ´ Ñ
w) + k· Ñ
´ F
where the term on the left-hand-side of the equation is the local time
tendency term of the vorticity. On the right-hand-side, the first term
is the vorticity advection term, and the second term is called the vertical
convection term. The third one is the divergence term, and the fourth term
is the tilting or twisting term. The last term is due to the friction effect.
After integration of 12-h (at 12 UTC on February 26, 1996), at the lee
of Changbai Mountain there exists a positive vorticity zone at 850 hPa.
At level 1000 hPa, a positive vorticity zone is also found. These positive
vorticity regions correspond to a short wave trough of 500 hPa aloft. As
indicated in textbooks of fluid mechanics, each term in the vorticity equation
can produce the vorticity in different way. Here our concern is mainly
on the friction term. We calculate the contribution of the friction term,
which is mainly due to the influence of Changbai Mountain (Figure 8a).
The calculation shows that Changbai Mountain provides the positive vorticity
contribution to the polar low with the maximum of 3.1´
10-5s-2 .
The question of how Changbai Mountain provides the positive vorticity
to the polar low will be investigated. Figure 8b shows that the northerly
winds crossing Changbai Mountain become southwesterly on its eastern side.
The mountain blocks the lower-level flows, and the flows are forced to
steer around to the eastern side of the mountain. This large mountain topography
causes the deformation of the horizontal flow and forms the horizontal
wind shear (both in direction and speed). Obviously, the positive vorticity
field is induced by this horizontal wind shear.
DISCUSSION
We now present the results of the full-physics simulation for comparison
with the objective analysis and satellite image. The 24-h prediction is
relatively accurate in terms of the position of the low and its intensity.
However, the prediction of the low's position after 24-h is less successful.
The model simulates the polar low slightly far to the north, and the travel
speed is slightly faster than the objective analysis.
Fig.
8 At 850 hPa after 12-h forecast at 12 UTC on February 26, 1996. The
shaded area indicates the topography higher than 1000 m. (a) The vorticity
contribution due to the effect of Changbai Mountain (in 10-5s-2),
(b) The horizontal wind shear due to the topography effect.
However, the warm core of this polar low event is not reproduced successfully
in this model. The warm core is a very interesting phenomenon. In the study
of Mailhot et al. (1996), the warm core structure of a polar low event
in the Labrador Sea was successfully reproduced. The authors thought that
this warm core was probably due to the combined effects of warm air seclusion
by cold air wrapping around the surface low, and the diabatic heating from
intense convection. It should be emphasized that that polar low event was
in many aspects stronger than in the present case. At 500 hPa the core
of cold air reached a temperature of -- 47oC (about 8oC
lower than in the present case), and the surface pressure of 989.5 hPa
(about 12 hPa lower than in the present case) of that polar low had been
reported. Particularly, after the 12-h integration, the maximum value reached
1400 Wm-2 for the sensible heat flux, while the smaller values
of 500~600 Wm-2 were found for the latent heat flux. However,
the maximum value of sensible heat and latent heat of the present simulation
is only about 550 Wm-2 in the most mature stage of the polar
low. The diabatic heating of sensible heat and latent heat is not so strong.
And the warm core is also a weak and shallow system, as indicated in the
first part of this paper.
The failure of reproducing the warm core in the model is probably caused
by a number of factors. It is perhaps related to the incomplete parameterization
of this model. The moist adjustment scheme used in the model is the simplest
convective scheme that was proposed by Gadd and Keers (1970). There is
no detailed meso-scale physical processes described in this scheme. There
is only a final state of conditional neutrality being supposed, just like
a "black box", to calculate the effect of convection. Furthermore, the
coarse resolution of the present model (40 km) is probably another reason
for failure.
SUMMARY AND CONCLUSIONS
In the second part of this paper, we present the JSM numerical simulation
results of a typical polar low that occurred over the Japan Sea on February
26, 1996. The model was initialized at 00 UTC on February 26, 1996, and
the simulation showed the polar low at approximately the right position
and time. Based on the detailed outputs, the evolution and structure of
the polar low over the Japan Sea is discussed in two stages corresponding
to the initial and mature stages. At the initial stage, the polar low generated
in a baroclinic zone. In addition, the PV analysis indicates that an approaching
upper-level PV anomaly later intensified the low-level cyclonic circulation.
At the mature stage, strong sea surface fluxes from the relatively warm
waters of the Japan Sea give rise to the instability of the lower atmosphere.
Consequently, the vertical convection occurs due to the environmental low-level
moisture convergence, and the release of latent heat takes place through
the convection. The CISK-like process supplies a mechanism for further
development of the polar low. The analysis of vorticity suggests that Changbai
Mountain provides the positive vorticity contribution to the polar low
by blocking the low-level flows and forming the horizontal wind shear both
in direction and speed.
In summary, the structure of the polar low simulated by JSM is found
to be consistent with the available observations. However, it is also worth
noting that the model develops the polar low slightly far to the north,
and the travel speed is a bit faster than in the observation. The warm
core phenomenon was not successfully reproduced by this model.
Finally, it should be pointed out that numerical experiments are necessary
in order to examine the effects of various physical factors upon the development
of the polar low. Another paper will continue to deal with this problem.
ACKNOWLEDGMENTS
The first author would like to express his hearty thanks to Dr. K. Tsuboki
for his help in running the JSM. He is very grateful to Prof. Zhou Faxiu
for reading the manuscript and giving very helpful suggestions. Thanks
are also extended to the staffs & students in the Division of Marine
Meteorology, Ocean Research Institute, University of Tokyo, for their kind
assistance in this research during his study in Japan. GrADS (Grid Analysis
and Display System) is used to draw some figures.
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